{"turn": 1, "date": "Jan 1972", "model": "openai/gpt-5.6-luna", "prompt": "TASK: Detroit, 1972. Competition from overseas and other economic factors pushed the once 'automobile capital of the world' into recession. Falling land values and unemployment drove crime in the inner city to chronic levels. You have $20,000 and 10 years to reduce crime and rebuild the industrial base. GOAL: the average crime level must be under 60 when the scenario is judged in 1982 (the scenario's own rule), AND the population then must be at least 25,000, a third of 1972's 76,000. (This eval adds the population floor: without it the scenario can be 'won' by letting the city empty out, which cuts crime.)\n\nDATE: Jan 1972 (turn 1 of 40; each turn = 3 months; deadline Jan 1982)\nFUNDS: $20,000 tax rate 7% funding: road 100%, fire 100%, police 100%\n last January's budget: tax income $0, requested road $0, fire $0, police $0; cash flow $0/yr\nPOPULATION: 76,160 now (no official census yet); residents 1576, commerce 113, industry 166 (engine units)\nZONES: residential 121, commercial 64, industrial 92; unpowered zones: 0\nDEMAND (-100..+100, positive = the city wants more of it): residential +95, commercial +23, industrial +47\nCITY SCORE (re-evaluated each January, like the official census): 285 / 1000 (change +0 at the last evaluation); approval 0%; top problems (share of citizens): none yet\nAVERAGES (0-255, lower is better except land value): crime 92, pollution 68, traffic 0, land value 14\nSERVICES: coal plants 2, nuclear 3, police 3, fire stations 7, stadiums 1, seaports 1, airports 1; road tiles 2404, rail tiles 602; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 92); population must be >= 25,000\n\nBUILDINGS (top-left; * = unpowered): coal power plant x2: (44,74) (113,32); nuclear power plant x3: (107,95) (111,95) (115,95); police station x3: (18,52) (47,14) (102,31); fire station x7: (9,86) (18,14) (18,48) (43,19) (47,31) (64,48) (98,31); stadium x1: (87,53); seaport x1: (103,42); airport x1: (69,11)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (56,44) (52,48) (35,40) (32,40) (39,10) (36,10) (56,72) (48,6) (52,6) (45,6)\nLARGE OPEN AREAS (top-left, size): (94,63) 26x26 (67,67) 22x22 (105,0) 15x15 (54,74) 13x13 (0,12) 10x10 (33,0) 9x9\nHOT SPOTS (value@tile range): crime: 120@(118-119,98-99) 120@(118-119,96-97) 120@(118-119,94-95); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15); traffic: 150@(42-43,26-27) 100@(72-73,30-31) 100@(62-63,30-31)\n\nMAP (1 char = 2x2 tiles; the char at column c, row r covers x=2c..2c+1, y=2r..2r+1).\nLegend: . empty land \" trees ~ water , rubble * fire w flood ! radiation # road = rail + power line R/C/I zones (lowercase = unpowered) E coal plant N nuclear P police F fire station S stadium O seaport A airport H hospital/church k park\n 0 10 20 30 40 50 60 70 80 90 100 110 <- x\ny= 0 .\"\"#\"\"\".\"\".\"\"\"#\"\"\"\"\".\"\"\"\"#\"\"...\"\"\"\"\"..\"\"\"\"\"\".\"\"\"#\".\"\"\"\"\"\"\"\"\"\ny= 2 .\"\"#RR\"\"\"\"\"\"\"\"#\"\"\"\"\".\"\"\"\"#\"\".\".\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"#\"\"\"\"\"\"\"..\"\"\ny= 4 .\"\"#RR\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"\"\"#\"\"\"\"..\"\"\"\"\".\"\".\"\"\"\"\"CC#\"\"\"\"\"\"\"\"\"\".\ny= 6 .\"\"#RR\"\".\"\".\"\"#RR\"\"\"\"\"\".\"#.\"IIII\"\"\"\"..\"\"CC\"\"\"\"CC#CC.\"\"\"\"\"\"\".\ny= 8 \"\"\".RR#########RR#..\"#######IIII########CC#######CC.\"\".\"\"\"..\ny= 10 \"\"\".....#RRRRHHCC#,.,IIII#IIIIIIIIAAAAIIRRRR#RRRRRR....\"\"\"\"\"\ny= 12 ..\".....#RRRRHHCC####IIII#IIIIIIIIAAAAIIRRRR#RRRRRR##..\"\"\"\"\"\ny= 14 \"\"\".....#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#,,,#RR,,II\"\"\"\"\"\ny= 16 \"\"\"\"....#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#===#RR==II\"\"\"\"\"\ny= 18 \"\"\"\".RR.#RRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRHHRRRRII\"\"\"\ny= 20 ..\"\".RR.#RRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRHHRRRRIIII\"\ny= 22 \"\"\"\"#RR##RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#####RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#kkk#RRRRkkk=RRII\"\"\"\ny= 26 \"HHR#RRRRHHRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#HHHHHHRRIIIIII\"\ny= 28 .HHR#RRRRHHRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#HHHHHHRRIIIIII~\ny= 30 .####RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII###\"~\ny= 32 \"\"\"\"#RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII#EEE~\ny= 34 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRHH#RRRRRRRRRR#EEE~\ny= 36 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRHH#RRRRRRRRRR#\"~~~\ny= 38 \"\"\".####################################################~~~~\ny= 40 \"\"\".=.#RRRRRRRR=,,,CCRRCC#CCRRRRRRRRRRRRRRRR############~~~~\ny= 42 \"\"\"\"=.#RRRRRRRR####CCRRCC#CCRRRRRRRRRRRRRRRRIIIIIIIOOOI#~~~~\ny= 44 \"\"\"\"=.#RRRRRRRRCCCCCCCCCC#CC,#kkk=RRRRRRRR#kIIIIIIIOOOI~~~~~\ny= 46 \"\"\"\"###RRRRRRRRCCCCCCCCCC#CC######RRRRRRRR~~+~~~~~~~~~~~~~~~\ny= 48 .RRR#RRHHFFRRHHCCCCCCCCCC#,#CCRRFFRRRR#~#~~++~~~~~~~~~~~~~~~\ny= 50 #RRR#RRHHFFRRHHCCCCCCCCCC###CCRRFFRRRR~~#~~+\"\"~~~~~~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~~~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~###SSS~~~~~~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#~~~~~\"\"\"SSS~~~~~~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"\"\"\"~~~~~~~\"~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCCCCCCC#CCCC#~~~~~~~~\"\"\"~~~~~~~\"\"\"\".\"\"~~~~\ny= 62 \"\".\"IIII#IIIIIICCCCCCCCCC#CC~~~~~~~~~~~~~~~~~~~~\"\"\"\"\"...\"\"\"~\ny= 64 \"\"..IIII#IIIIIICCCCCC###=#~~~~~~~~~~~~~~~~~~~~\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC+~~=#~~~~~~~~~~~~~~~~~\"\".\"\"\"\"\"\".\"\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC##+~~=#~II~\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~+~~=#III\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~+~~=#II\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..\"\"IIII#IIIIIICC~~~IIEE=CC\"\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"..\"\".\ny= 76 \"\"\"\"#############~~~IIEE=CC\"\"\"\".\"\"\".\"......\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"\"\"IIII#IIIIII~~~~II#####\"\"\"\"\".\"\"\".\"\"\"..\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 80 \"\"\".IIII#IIIIII~~~~II#\"\"=#\"\".\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 82 \"\"\"\"IIII#IIII~~~~~\"##II+=CC..\"\"..\"\".\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"..\"\"\"\ny= 84 .\"\"\"IIII#IIII~~~~\"\"#III##CC\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\".\"\"\ny= 86 ~\"\".FFII#===~~~~\"\"##IICC=\"\"\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\".\"\"\ny= 88 ~\"\"\"FFII=~==~~~.\"\"#\"\"#CC====================================\ny= 90 ~~\"\"II#~===~~~~.\"\"#\"\"#.\"\"\"\".\"\"\"\"\".=.\"\"\"\".\"\"\".\"\"\".\"\"\"\".\",,,,,\ny= 92 \"~~~II#~===~~~~\"\"\"#.\"#\"\"\"\"\"\"\"\"\"\"\".=\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\",,,,,\ny= 94 \".~~II#~===~~~\"\"\"\"#\"\"#\"\"\"\"\"\"\".\"\"\"\"=\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"NNNNNNN\ny= 96 \".\"\"II#~==~~~~\"\"\"\"#.\"#\"...\"\"\".\"\"\"\"=\"\"\".\"\"\"\".\"\".\"\"\"\"\"\"NNNNNNN\ny= 98 \"\"\"\"###+=+++++++++#++#++++++++++++=++++++++++++++++++NNNNNNN\n\nEVENTS SINCE LAST TURN: none\nRESULTS OF YOUR LAST ACTIONS: none\nYOUR NOTES FROM LAST TURN: (none)", "raw": "{\"thoughts\":\"Crime is severe and concentrated in underserved areas, so I will expand police coverage across the center, west, and southeast while preserving population. I will also add powered, road-adjacent housing, commerce, and industry, plus parks to improve land value and support industrial recovery.\",\"notes\":\"Added police coverage planned at central (56,44), west-central (35,40), northeast (52,6/39,10), southeast (94,63/108,86). Expand zones next turn based on demand, crime, and cash flow.\",\"actions\":[{\"type\":\"build\",\"what\":\"police\",\"x\":56,\"y\":44},{\"type\":\"build\",\"what\":\"police\",\"x\":35,\"y\":40},{\"type\":\"build\",\"what\":\"police\",\"x\":94,\"y\":63},{\"type\":\"build\",\"what\":\"police\",\"x\":108,\"y\":86},{\"type\":\"build\",\"what\":\"police\",\"x\":52,\"y\":6},{\"type\":\"build\",\"what\":\"police\",\"x\":39,\"y\":10},{\"type\":\"zone\",\"zone\":\"residential\",\"x\":56,\"y\":72,\"count\":2,\"dir\":\"east\"},{\"type\":\"zone\",\"zone\":\"residential\",\"x\":52,\"y\":48,\"count\":2,\"dir\":\"east\"},{\"type\":\"zone\",\"zone\":\"commercial\",\"x\":35,\"y\":40,\"count\":2,\"dir\":\"east\"},{\"type\":\"zone\",\"zone\":\"industrial\",\"x\":32,\"y\":40,\"count\":3,\"dir\":\"south\"},{\"type\":\"zone\",\"zone\":\"industrial\",\"x\":45,\"y\":6,\"count\":2,\"dir\":\"east\"},{\"type\":\"park\",\"x\":59,\"y\":44},{\"type\":\"park\",\"x\":60,\"y\":44},{\"type\":\"park\",\"x\":55,\"y\":47},{\"type\":\"park\",\"x\":58,\"y\":72},{\"type\":\"park\",\"x\":61,\"y\":72},{\"type\":\"funding\",\"road\":100,\"fire\":100,\"police\":100},{\"type\":\"tax\",\"rate\":7},{\"type\":\"zoom\",\"x\":30,\"y\":36}]}", "routed_model": "openai/gpt-5.6-luna", "usage": {"prompt_tokens": 3634, "completion_tokens": 961, "total_tokens": 4595, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 3632, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.00226776, "upstream_inference_prompt_cost": 0.00099924, "upstream_inference_completions_cost": 0.00126852}, "completion_tokens_details": {"reasoning_tokens": 516, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.00226776, "latency_s": 8.25, "thoughts": "Crime is severe and concentrated in underserved areas, so I will expand police coverage across the center, west, and southeast while preserving population. I will also add powered, road-adjacent housing, commerce, and industry, plus parks to improve land value and support industrial recovery.", "notes": "Added police coverage planned at central (56,44), west-central (35,40), northeast (52,6/39,10), southeast (94,63/108,86). Expand zones next turn based on demand, crime, and cash flow.", "actions": [{"type": "build", "what": "police", "x": 56, "y": 44}, {"type": "build", "what": "police", "x": 35, "y": 40}, {"type": "build", "what": "police", "x": 94, "y": 63}, {"type": "build", "what": "police", "x": 108, "y": 86}, {"type": "build", "what": "police", "x": 52, "y": 6}, {"type": "build", "what": "police", "x": 39, "y": 10}, {"type": "zone", "zone": "residential", "x": 56, "y": 72, "count": 2, "dir": "east"}, {"type": "zone", "zone": "residential", "x": 52, "y": 48, "count": 2, "dir": "east"}, {"type": "zone", "zone": "commercial", "x": 35, "y": 40, "count": 2, "dir": "east"}, {"type": "zone", "zone": "industrial", "x": 32, "y": 40, "count": 3, "dir": "south"}, {"type": "zone", "zone": "industrial", "x": 45, "y": 6, "count": 2, "dir": "east"}, {"type": "park", "x": 59, "y": 44}, {"type": "park", "x": 60, "y": 44}, {"type": "park", "x": 55, "y": 47}, {"type": "park", "x": 58, "y": 72}, {"type": "park", "x": 61, "y": 72}, {"type": "funding", "road": 100, "fire": 100, "police": 100}, {"type": "tax", "rate": 7}, {"type": "zoom", "x": 30, "y": 36}], "actions_dropped": 0, "results": ["OK police at (56,44): ok", "OK police at (35,40): ok", "OK police at (94,63): ok", "OK police at (108,86): ok", "OK police at (52,6): ok", "OK police at (39,10): ok", "OK residential x2: 2 placed; (56,72) ok, (59,72) ok", "OK residential x2: 1 placed; (52,48) ok, (55,48) blocked by road, commercial (e.g. (55,48)); bulldoze first or pick another site", "REJECTED commercial x2: 0 placed; (35,40) blocked by police station (e.g. (35,40)); bulldoze first or pick another site, (38,40) blocked by road, commercial (e.g. (38,40)); bulldoze first or pick another site", "OK industrial x3: 1 placed; (32,40) ok, (32,43) blocked by road, commercial (e.g. (32,43)); bulldoze first or pick another site, (32,46) blocked by commercial, road (e.g. (32,46)); bulldoze first or pick another site", "OK industrial x2: 2 placed; (45,6) ok, (48,6) ok", "REJECTED park at (59,44): blocked by road (e.g. (59,44)); bulldoze first or pick another site", "OK park at (60,44): ok", "REJECTED park at (55,47): blocked by road (e.g. (55,47)); bulldoze first or pick another site", "REJECTED park at (58,72): blocked by residential (e.g. (58,72)); bulldoze first or pick another site", "REJECTED park at (61,72): blocked by residential (e.g. (61,72)); bulldoze first or pick another site", "OK funding set: road 100%, fire 100%, police 100%", "OK tax rate set to 7%", "OK zoom view at (30,36) next turn"], "state": {"population_now": 76160, "funds": 20000, "score": 285, "tax": 7}, "info": {"unpowered_zones": 0, "zones_r": 121, "zones_c": 64, "zones_i": 92, "free_sites": 10}, "wall_s": 8.3} {"turn": 2, "date": "Apr 1972", "model": "openai/gpt-5.6-luna", "prompt": "TASK: Detroit, 1972. Competition from overseas and other economic factors pushed the once 'automobile capital of the world' into recession. Falling land values and unemployment drove crime in the inner city to chronic levels. You have $20,000 and 10 years to reduce crime and rebuild the industrial base. GOAL: the average crime level must be under 60 when the scenario is judged in 1982 (the scenario's own rule), AND the population then must be at least 25,000, a third of 1972's 76,000. (This eval adds the population floor: without it the scenario can be 'won' by letting the city empty out, which cuts crime.)\n\nDATE: Apr 1972 (turn 2 of 40; each turn = 3 months; deadline Jan 1982)\nFUNDS: $16,324 tax rate 7% funding: road 100%, fire 100%, police 100%\n last January's budget: tax income $0, requested road $0, fire $0, police $0; cash flow $0/yr\nPOPULATION: 76,320 now (official census 76,160, Capital); residents 1512, commerce 106, industry 182 (engine units)\nZONES: residential 124, commercial 64, industrial 95; unpowered zones: 5\nDEMAND (-100..+100, positive = the city wants more of it): residential +65, commercial -21, industrial +7\nCITY SCORE (re-evaluated each January, like the official census): 537 / 1000 (change +252 at the last evaluation); approval 61%; top problems (share of citizens): crime 16%, taxes 16%, pollution 12%, housing costs 3%\nAVERAGES (0-255, lower is better except land value): crime 92, pollution 68, traffic 7, land value 14\nSERVICES: coal plants 2, nuclear 3, police 9, fire stations 7, stadiums 1, seaports 1, airports 1; road tiles 2414, rail tiles 602; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 92); population must be >= 25,000\n\nBUILDINGS (top-left; * = unpowered): coal power plant x2: (44,74) (113,32); nuclear power plant x3: (107,95) (111,95) (115,95); police station x9: (18,52) (35,40) (39,10)* (47,14) (52,6)* (56,44)* (94,63)* (102,31) (108,86)*; fire station x7: (9,86) (18,14) (18,48) (43,19) (47,31) (64,48) (98,31); stadium x1: (87,53); seaport x1: (103,42); airport x1: (69,11)\nUNPOWERED ZONES (top-left): (8,3) (9,6) (45,6) (48,6) (52,48)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (36,10) (80,55) (39,7) (42,6) (35,7) (56,4) (64,6) (48,3) (83,55) (52,3)\nLARGE OPEN AREAS (top-left, size): (85,66) 23x23 (64,68) 21x21 (105,0) 15x15 (108,63) 12x12 (54,77) 10x10 (0,12) 10x10\nHOT SPOTS (value@tile range): crime: 120@(118-119,98-99) 120@(118-119,96-97) 120@(118-119,94-95); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15); traffic: 206@(76-77,30-31) 206@(62-63,54-55) 206@(62-63,42-43)\n\nMAP (1 char = 2x2 tiles; the char at column c, row r covers x=2c..2c+1, y=2r..2r+1).\nLegend: . empty land \" trees ~ water , rubble * fire w flood ! radiation # road = rail + power line R/C/I zones (lowercase = unpowered) E coal plant N nuclear P police F fire station S stadium O seaport A airport H hospital/church k park\n 0 10 20 30 40 50 60 70 80 90 100 110 <- x\ny= 0 .\"\"#\"\"\".\"\".\"\"\"#\"\"\"\"\".\"\"\"\"#\"\"...\"\"\"\"\"..\"\"\"\"\"\".\"\"\"#\".\"\"\"\"\"\"\"\"\"\ny= 2 .\"\"#rr\"\"\"\"\"\"\"\"#\"\"\"\"\".\"\"\"\"#\"\".\".\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"#\"\"\"\"\"\"\"..\"\"\ny= 4 .\"\"#rr\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"\"\"#\"\"\"\"..\"\"\"\"\".\"\".\"\"\"\"\"CC#\"\"\"\"\"\"\"\"\"\".\ny= 6 .\"\"#rr\"\".\"\".\"\"#RR\"\"\"\"\"iiiiPPIIII\"\"\"\"..\"\"CC\"\"\"\"CC#CC.\"\"\"\"\"\"\".\ny= 8 \"\"\".rr#########RR#..\"#iiiiPPIIII########CC#######CC.\"\".\"\"\"..\ny= 10 \"\"\".....#RRRRHHCC#,PPIIII#IIIIIIIIAAAAIIRRRR#RRRRRR....\"\"\"\"\"\ny= 12 ..\".....#RRRRHHCC##PPIIII#IIIIIIIIAAAAIIRRRR#RRRRRR##..\"\"\"\"\"\ny= 14 \"\"\".....#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#,,,#RR,,II\"\"\"\"\"\ny= 16 \"\"\"\"....#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#===#RR==II\"\"\"\"\"\ny= 18 \"\"\"\".RR.#RRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRHHRRRRII\"\"\"\ny= 20 ..\"\".RR.#RRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRHHRRRRIIII\"\ny= 22 \"\"\"\"#RR##RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#####RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#kkk#RRRRkkk=RRII\"\"\"\ny= 26 \"HHR#RRRRHHRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#HHHHHHRRIIIIII\"\ny= 28 .HHR#RRRRHHRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#HHHHHHRRIIIIII~\ny= 30 .####RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII###\"~\ny= 32 \"\"\"\"#RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII#EEE~\ny= 34 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRHH#RRRRRRRRRR#EEE~\ny= 36 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRHH#RRRRRRRRRR#\"~~~\ny= 38 \"\"\".####################################################~~~~\ny= 40 \"\"\".=.#RRRRRRRR=IPPCCRRCC#CCRRRRRRRRRRRRRRRR############~~~~\ny= 42 \"\"\"\"=.#RRRRRRRR#IPPCCRRCC#CCRRRRRRRRRRRRRRRRIIIIIIIOOOI#~~~~\ny= 44 \"\"\"\"=.#RRRRRRRRCCCCCCCCCC#CCPPkkk=RRRRRRRR#kIIIIIIIOOOI~~~~~\ny= 46 \"\"\"\"###RRRRRRRRCCCCCCCCCC#CCPP####RRRRRRRR~~+~~~~~~~~~~~~~~~\ny= 48 .RRR#RRHHFFRRHHCCCCCCCCCC#rrCCRRFFRRRR#~#~~++~~~~~~~~~~~~~~~\ny= 50 #RRR#RRHHFFRRHHCCCCCCCCCC#rrCCRRFFRRRR~~#~~+\"\"~~~~~~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~~~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~###SSS~~~~~~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#~~~~~\"\"\"SSS~~~~~~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"\"\"\"~~~~~~~\"~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCCCCCCC#CCCC#~~~~~~~~\"\"\"~~~~~~~\"\"\"\".\"\"~~~~\ny= 62 \"\".\"IIII#IIIIIICCCCCCCCCC#CC~~~~~~~~~~~~~~~~~~~PP\"\"\"\"...\"\"\"~\ny= 64 \"\"..IIII#IIIIIICCCCCC###=#~~~~~~~~~~~~~~~~~~~~\"PP\"\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC+~~=#~~~~~~~~~~~~~~~~~\"\".\"\"\"\"\"\".\"\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC##+~~=#~II~\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~+~~=#III\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~+~~=#IIRRR\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..\"\"IIII#IIIIIICC~~~IIEE=CC\"RRR\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"..\"\".\ny= 76 \"\"\"\"#############~~~IIEE=CC\"\"\"\".\"\"\".\"......\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"\"\"IIII#IIIIII~~~~II#####\"\"\"\"\".\"\"\".\"\"\"..\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 80 \"\"\".IIII#IIIIII~~~~II#\"\"=#\"\".\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 82 \"\"\"\"IIII#IIII~~~~~\"##II+=CC..\"\"..\"\".\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"..\"\"\"\ny= 84 .\"\"\"IIII#IIII~~~~\"\"#III##CC\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\".\"\"\ny= 86 ~\"\".FFII#===~~~~\"\"##IICC=\"\"\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"PP\".\"\"\ny= 88 ~\"\"\"FFII=~==~~~.\"\"#\"\"#CC==============================PP====\ny= 90 ~~\"\"II#~===~~~~.\"\"#\"\"#.\"\"\"\".\"\"\"\"\".=.\"\"\"\".\"\"\".\"\"\".\"\"\"\".\",,,,,\ny= 92 \"~~~II#~===~~~~\"\"\"#.\"#\"\"\"\"\"\"\"\"\"\"\".=\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\",,,,,\ny= 94 \".~~II#~===~~~\"\"\"\"#\"\"#\"\"\"\"\"\"\".\"\"\"\"=\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"NNNNNNN\ny= 96 \".\"\"II#~==~~~~\"\"\"\"#.\"#\"...\"\"\".\"\"\"\"=\"\"\".\"\"\"\".\"\".\"\"\"\"\"\"NNNNNNN\ny= 98 \"\"\"\"###+=+++++++++#++#++++++++++++=++++++++++++++++++NNNNNNN\n\nZOOM (full resolution, 1 char = 1 tile, top-left (30,36)):\n 3 4 5 6 \n 0123456789012345678901234567890123456789\ny= 36 =CCC#CCC#CCC#CCC#CCC=#CCC#CCC#RRR#RRR=#R\ny= 37 =CCC#CCC#CCC#CCC#CCC=#CCC#CCC#RRR#RRR=#R\ny= 38 ====#===#===#===#====#===#===#===#====#=\ny= 39 ########################################\ny= 40 =,IIIPPP#CCC#RRR#CCC=#CCC#RRR#RRR#RRR=#R\ny= 41 =,IIIPPP#CCC#RRR#CCC=#CCC#RRR#RRR#RRR=#R\ny= 42 =,IIIPPP#CCC#RRR#CCC=#CCC#RRR#RRR#RRR=#R\ny= 43 ########################################\ny= 44 =CCC#CCC#CCC#CCC#CCC=#CCC#PPP#kkkkkkk=#R\ny= 45 =CCC#CCC#CCC#CCC#CCC=#CCC#PPP#kkkkkkk=#R\ny= 46 =CCC#CCC#CCC#CCC#CCC=#CCC#PPP#kkkkkkk=#R\ny= 47 ########################################\ny= 48 =CCC#CCC#CCC#CCC#CCC=#RRR#CCC#RRR#FFF=#R\ny= 49 =CCC#CCC#CCC#CCC#CCC=#RRR#CCC#RRR#FFF=#R\ny= 50 =CCC#CCC#CCC#CCC#CCC=#RRR#CCC#RRR#FFF=#R\ny= 51 ########################################\ny= 52 =CCC#CCC#RRR#RRR#CCC=#CCC#CCC#RRR#RRR=#R\ny= 53 =CCC#CCC#RRR#RRR#CCC=#CCC#CCC#RRR#RRR=#R\ny= 54 =CCC#CCC#RRR#RRR#CCC=#CCC#CCC#RRR#RRR=#R\ny= 55 ########################################\ny= 56 =CCC#CCC#CCC#CCC#CCC=+CCC#CCC#kkk#RRR=#~\ny= 57 =CCC#CCC#CCC#CCC#CCC==CCC#CCC#RRR#RRR=~~\ny= 58 =CCC#CCC#CCC#CCC#CCCk=CCC#CCC#RRR#RRR~~~\ny= 59 ##########################CCC#RRR#~~~~~~\ny= 60 ===#===#===#===#====#=CCC#CCC###~~~~~~~~\n\nEVENTS SINCE LAST TURN: none\nRESULTS OF YOUR LAST ACTIONS: OK police at (56,44): ok | OK police at (35,40): ok | OK police at (94,63): ok | OK police at (108,86): ok | OK police at (52,6): ok | OK police at (39,10): ok | OK residential x2: 2 placed; (56,72) ok, (59,72) ok | OK residential x2: 1 placed; (52,48) ok, (55,48) blocked by road, commercial (e.g. (55,48)); bulldoze first or pick another site | REJECTED commercial x2: 0 placed; (35,40) blocked by police station (e.g. (35,40)); bulldoze first or pick another site, (38,40) blocked by road, commercial (e.g. (38,40)); bulldoze first or pick another site | OK industrial x3: 1 placed; (32,40) ok, (32,43) blocked by road, commercial (e.g. (32,43)); bulldoze first or pick another site, (32,46) blocked by commercial, road (e.g. (32,46)); bulldoze first or pick another site | OK industrial x2: 2 placed; (45,6) ok, (48,6) ok | REJECTED park at (59,44): blocked by road (e.g. (59,44)); bulldoze first or pick another site | OK park at (60,44): ok | REJECTED park at (55,47): blocked by road (e.g. (55,47)); bulldoze first or pick another site | REJECTED park at (58,72): blocked by residential (e.g. (58,72)); bulldoze first or pick another site | REJECTED park at (61,72): blocked by residential (e.g. (61,72)); bulldoze first or pick another site | OK funding set: road 100%, fire 100%, police 100% | OK tax rate set to 7% | OK zoom view at (30,36) next turn\nYOUR NOTES FROM LAST TURN: Added police coverage planned at central (56,44), west-central (35,40), northeast (52,6/39,10), southeast (94,63/108,86). Expand zones next turn based on demand, crime, and cash flow.", "raw": "{\"thoughts\":\"Crime remains the central risk, while residential demand is strong and population must be preserved. I will extend power to the isolated northern zones, add several road-adjacent homes, improve southeast police coverage, and use inexpensive parks to raise land value without overbuilding.\",\"notes\":\"Power lines extended from the established grid toward northwest/north isolated zones. Added homes near (36,10), (39,7), (42,6), and (35,7); monitor growth, crime, and January finances. Southeast police coverage remains a priority.\",\"actions\":[{\"type\":\"power_line\",\"x1\":44,\"y1\":74,\"x2\":44,\"y2\":14},{\"type\":\"power_line\",\"x1\":44,\"y1\":14,\"x2\":8,\"y2\":14},{\"type\":\"power_line\",\"x1\":44,\"y1\":14,\"x2\":44,\"y2\":6},{\"type\":\"power_line\",\"x1\":44,\"y1\":6,\"x2\":52,\"y2\":6},{\"type\":\"power_line\",\"x1\":44,\"y1\":14,\"x2\":52,\"y2\":14},{\"type\":\"zone\",\"zone\":\"residential\",\"x\":36,\"y\":10},{\"type\":\"zone\",\"zone\":\"residential\",\"x\":39,\"y\":7},{\"type\":\"zone\",\"zone\":\"residential\",\"x\":42,\"y\":6},{\"type\":\"zone\",\"zone\":\"residential\",\"x\":35,\"y\":7},{\"type\":\"zone\",\"zone\":\"residential\",\"x\":80,\"y\":55},{\"type\":\"zone\",\"zone\":\"residential\",\"x\":83,\"y\":55},{\"type\":\"build\",\"what\":\"police\",\"x\":114,\"y\":86},{\"type\":\"build\",\"what\":\"park\",\"x\":37,\"y\":13},{\"type\":\"build\",\"what\":\"park\",\"x\":41,\"y\":10},{\"type\":\"build\",\"what\":\"park\",\"x\":81,\"y\":58},{\"type\":\"build\",\"what\":\"park\",\"x\":84,\"y\":58},{\"type\":\"zoom\",\"x\":104,\"y\":82}]}", "routed_model": "openai/gpt-5.6-luna", "usage": {"prompt_tokens": 4866, "completion_tokens": 958, "total_tokens": 5824, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 4864, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.0026026, "upstream_inference_prompt_cost": 0.00133804, "upstream_inference_completions_cost": 0.00126456}, "completion_tokens_details": {"reasoning_tokens": 516, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.0026026, "latency_s": 7.08, "thoughts": "Crime remains the central risk, while residential demand is strong and population must be preserved. I will extend power to the isolated northern zones, add several road-adjacent homes, improve southeast police coverage, and use inexpensive parks to raise land value without overbuilding.", "notes": "Power lines extended from the established grid toward northwest/north isolated zones. Added homes near (36,10), (39,7), (42,6), and (35,7); monitor growth, crime, and January finances. Southeast police coverage remains a priority.", "actions": [{"type": "power_line", "x1": 44, "y1": 74, "x2": 44, "y2": 14}, {"type": "power_line", "x1": 44, "y1": 14, "x2": 8, "y2": 14}, {"type": "power_line", "x1": 44, "y1": 14, "x2": 44, "y2": 6}, {"type": "power_line", "x1": 44, "y1": 6, "x2": 52, "y2": 6}, {"type": "power_line", "x1": 44, "y1": 14, "x2": 52, "y2": 14}, {"type": "zone", "zone": "residential", "x": 36, "y": 10}, {"type": "zone", "zone": "residential", "x": 39, "y": 7}, {"type": "zone", "zone": "residential", "x": 42, "y": 6}, {"type": "zone", "zone": "residential", "x": 35, "y": 7}, {"type": "zone", "zone": "residential", "x": 80, "y": 55}, {"type": "zone", "zone": "residential", "x": 83, "y": 55}, {"type": "build", "what": "police", "x": 114, "y": 86}, {"type": "build", "what": "park", "x": 37, "y": 13}, {"type": "build", "what": "park", "x": 41, "y": 10}, {"type": "build", "what": "park", "x": 81, "y": 58}, {"type": "build", "what": "park", "x": 84, "y": 58}, {"type": "zoom", "x": 104, "y": 82}], "actions_dropped": 0, "results": ["REJECTED power_line: 61 tiles > max 60; split it", "OK power_line (44,14)->(8,14): 17/37 tiles ok, $85; 2 blocked by industrial e.g. (44, 14); 9 blocked by commercial e.g. (41, 14); 6 blocked by residential e.g. (28, 14); 3 blocked by fire station e.g. (20, 14)", "OK power_line (44,14)->(44,6): 5/9 tiles ok, $28; 4 blocked by industrial e.g. (44, 14)", "OK power_line (44,6)->(52,6): 1/9 tiles ok, $5; 1 blocked by power line e.g. (44, 6); 6 blocked by industrial e.g. (45, 6); 1 blocked by police station e.g. (52, 6)", "OK power_line (44,14)->(52,14): 3/9 tiles ok, $15; 3 blocked by industrial e.g. (44, 14); 3 blocked by police station e.g. (47, 14)", "OK residential x1: 1 placed; (36,10) ok", "OK residential x1: 1 placed; (39,7) ok", "OK residential x1: 1 placed; (42,6) ok", "OK residential x1: 1 placed; (35,7) ok", "OK residential x1: 1 placed; (80,55) ok", "OK residential x1: 1 placed; (83,55) ok", "OK police at (114,86): ok", "REJECTED park at (37,13): blocked by road (e.g. (37,13)); bulldoze first or pick another site", "REJECTED park at (41,10): blocked by police station (e.g. (41,10)); bulldoze first or pick another site", "OK park at (81,58): ok", "OK park at (84,58): ok", "OK zoom view at (80,75) next turn"], "state": {"population_now": 76320, "funds": 16324, "score": 537, "tax": 7}, "info": {"unpowered_zones": 5, "zones_r": 124, "zones_c": 64, "zones_i": 95, "free_sites": 10}, "wall_s": 15.5} {"turn": 3, "date": "Jul 1972", "model": "openai/gpt-5.6-luna", "prompt": "TASK: Detroit, 1972. Competition from overseas and other economic factors pushed the once 'automobile capital of the world' into recession. Falling land values and unemployment drove crime in the inner city to chronic levels. You have $20,000 and 10 years to reduce crime and rebuild the industrial base. GOAL: the average crime level must be under 60 when the scenario is judged in 1982 (the scenario's own rule), AND the population then must be at least 25,000, a third of 1972's 76,000. (This eval adds the population floor: without it the scenario can be 'won' by letting the city empty out, which cuts crime.)\n\nDATE: Jul 1972 (turn 3 of 40; each turn = 3 months; deadline Jan 1982)\nFUNDS: $15,035 tax rate 7% funding: road 100%, fire 100%, police 100%\n last January's budget: tax income $0, requested road $0, fire $0, police $0; cash flow $0/yr\nPOPULATION: 72,940 now (official census 76,160, Capital); residents 1447, commerce 96, industry 179 (engine units)\nZONES: residential 130, commercial 64, industrial 95; unpowered zones: 6\nDEMAND (-100..+100, positive = the city wants more of it): residential +28, commercial -63, industrial -42\nCITY SCORE (re-evaluated each January, like the official census): 537 / 1000 (change +252 at the last evaluation); approval 61%; top problems (share of citizens): crime 16%, taxes 16%, pollution 12%, housing costs 3%\nAVERAGES (0-255, lower is better except land value): crime 95, pollution 66, traffic 7, land value 56\nSERVICES: coal plants 2, nuclear 3, police 10, fire stations 7, stadiums 1, seaports 1, airports 1; road tiles 2407, rail tiles 600; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 95); population must be >= 25,000\n\nBUILDINGS (top-left; * = unpowered): coal power plant x2: (44,74) (113,32); nuclear power plant x3: (107,95) (111,95) (115,95); police station x10: (18,52) (35,40) (39,10) (47,14) (52,6) (56,44)* (94,63)* (102,31) (108,86)* (114,86)*; fire station x7: (9,86) (18,14) (18,48) (43,19) (47,31) (64,48) (98,31); stadium x1: (87,53); seaport x1: (103,42); airport x1: (69,11)\nUNPOWERED ZONES (top-left): (8,3) (9,6) (52,48) (80,55) (83,55) (85,40)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (56,4) (64,6) (48,3) (52,3) (51,77) (59,3) (67,6) (62,3) (70,6) (46,79)\nLARGE OPEN AREAS (top-left, size): (97,63) 23x23 (75,67) 22x22 (105,0) 15x15 (61,75) 14x14 (18,0) 9x9 (70,0) 9x9\nHOT SPOTS (value@tile range): crime: 250@(94-95,42-43) 250@(92-93,44-45) 250@(92-93,42-43); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15); traffic: 206@(90-91,40-41) 206@(72-73,32-33) 206@(72-73,30-31)\n\nMAP (1 char = 2x2 tiles; the char at column c, row r covers x=2c..2c+1, y=2r..2r+1).\nLegend: . empty land \" trees ~ water , rubble * fire w flood ! radiation # road = rail + power line R/C/I zones (lowercase = unpowered) E coal plant N nuclear P police F fire station S stadium O seaport A airport H hospital/church k park\n 0 10 20 30 40 50 60 70 80 90 100 110 <- x\ny= 0 .\"\"#\"\"\".\"\".\"\"\"#\"\"\"\"\".\"\"\"\"#\"\"...\"\"\"\"\"..\"\"\"\"\"\".\"\"\"#\".\"\"\"\"\"\"\"\"\"\ny= 2 .\"\"#rr\"\"\"\"\"\"\"\"#\"\"\"\"\".\"\"\"\"#\"\".\".\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"#\"\"\"\"\"\"\"..\"\"\ny= 4 .\"\"#rr\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"\"\"#\"\"\"\"..\"\"\"\"\".\"\".\"\"\"\"\"CC#\"\"\"\"\"\"\"\"\"\".\ny= 6 .\"\"#rr\"\".\"\".\"\"#RRRRRRRIIIIPPIIII\"\"\"\"..\"\"CC\"\"\"\"CC#CC.\"\"\"\"\"\"\".\ny= 8 \"\"\".rr#########RRRRRRRIIIIPPIIII########CC#######CC.\"\".\"\"\"..\ny= 10 \"\"\".....#RRRRHHCC#RPPIIII#IIIIIIIIAAAAIIRRRR#RRRRRR....\"\"\"\"\"\ny= 12 ..\".....#RRRRHHCC#RPPIIII#IIIIIIIIAAAAIIRRRR#RRRRRR##..\"\"\"\"\"\ny= 14 \"\"\".++++#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#,,,#RR,,II\"\"\"\"\"\ny= 16 \"\"\"\"....#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#===#RR==II\"\"\"\"\"\ny= 18 \"\"\"\".RR.#RRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRHHRRRRII\"\"\"\ny= 20 ..\"\".RR.#RRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRHHRRRRIIII\"\ny= 22 \"\"\"\"#RR##RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#####RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#kkk#RRRRkkk=RRII\"\"\"\ny= 26 \"HHR#RRRRHHRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#HHHHHHRRIIIIII\"\ny= 28 .HHR#RRRRHHRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#HHHHHHRRIIIIII~\ny= 30 .####RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII###\"~\ny= 32 \"\"\"\"#RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII#EEE~\ny= 34 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRHH#RRRRRRRRRR#EEE~\ny= 36 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRHH#RRRRRRRRRR#\"~~~\ny= 38 \"\"\".####################################################~~~~\ny= 40 \"\"\".=.#RRRRRRRR=IPPCCRRCC#CCRRRRRRRRRRRRRRrr############~~~~\ny= 42 \"\"\"\"=.#RRRRRRRR#IPPCCRRCC#CCRRRRRRRRRRRRRRrrIIIIIIIOOOI#~~~~\ny= 44 \"\"\"\"=.#RRRRRRRRCCCCCCCCCC#CCPPkkk=RRRRRRRR#kIIIIIIIOOOI~~~~~\ny= 46 \"\"\"\"###RRRRRRRRCCCCCCCCCC#CCPP####RRRRRRRR~~+~~~~~~~~~~~~~~~\ny= 48 .RRR#RRHHFFRRHHCCCCCCCCCC#rrCCRRFFRRRR#~#~~++~~~~~~~~~~~~~~~\ny= 50 #RRR#RRHHFFRRHHCCCCCCCCCC#rrCCRRFFRRRR~~#~~+\"\"~~~~~~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~~~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~rrrSSS~~~~~~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#~~~~~rrrSSS~~~~~~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"k\"k~~~~~~~\"~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCCCCCCC#CCCC#~~~~~~~~\"\"\"~~~~~~~\"\"\"\".\"\"~~~~\ny= 62 \"\".\"IIII#IIIIIICCCCCCCCCC#CC~~~~~~~~~~~~~~~~~~~PP\"\"\"\"...\"\"\"~\ny= 64 \"\"..IIII#IIIIIICCCCCC###=#~~~~~~~~~~~~~~~~~~~~\"PP\"\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC+~~=#~~~~~~~~~~~~~~~~~\"\".\"\"\"\"\"\".\"\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC##+~~=#~II~\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~+~~=#III\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~+~~=#IIRRR\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..\"\"IIII#IIIIIICC~~~IIEE=CC\"RRR\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"..\"\".\ny= 76 \"\"\"\"#############~~~IIEE=CC\"\"\"\".\"\"\".\"......\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"\"\"IIII#IIIIII~~~~II#####\"\"\"\"\".\"\"\".\"\"\"..\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 80 \"\"\".IIII#IIIIII~~~~II#\"\"=#\"\".\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 82 \"\"\"\"IIII#IIII~~~~~\"##II+=CC..\"\"..\"\".\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"..\"\"\"\ny= 84 .\"\"\"IIII#IIII~~~~\"\"#III##CC\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\".\"\"\ny= 86 ~\"\".FFII#===~~~~\"\"##IICC=\"\"\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"PP\"PP\"\ny= 88 ~\"\"\"FFII=~==~~~.\"\"#\"\"#CC==============================PP=PP=\ny= 90 ~~\"\"II#~===~~~~.\"\"#\"\"#.\"\"\"\".\"\"\"\"\".=.\"\"\"\".\"\"\".\"\"\".\"\"\"\".\",,,,,\ny= 92 \"~~~II#~===~~~~\"\"\"#.\"#\"\"\"\"\"\"\"\"\"\"\".=\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\",,,,,\ny= 94 \".~~II#~===~~~\"\"\"\"#\"\"#\"\"\"\"\"\"\".\"\"\"\"=\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"NNNNNNN\ny= 96 \".\"\"II#~==~~~~\"\"\"\"#.\"#\"...\"\"\".\"\"\"\"=\"\"\".\"\"\"\".\"\".\"\"\"\"\"\"NNNNNNN\ny= 98 \"\"\"\"###+=+++++++++#++#++++++++++++=++++++++++++++++++NNNNNNN\n\nZOOM (full resolution, 1 char = 1 tile, top-left (80,75)):\n 8 9 0 1 \n 0123456789012345678901234567890123456789\ny= 75 ...\"\"\"\"\"\".\"\"\"\"\"\"......\"\"\"\"\".\"\".....\"\"\"..\ny= 76 .......\"\".\"\"\"\".....\"\"\"\"\"\"\"\"........\"\"...\ny= 77 ...........\"\"\"\"\"...\"\"\"\"\".\"\".\"\"\"\"\"\"\"..\"\".\ny= 78 ............\"\"\"\".....\"\".\"\"\".\"\"\"\"\"\"\".\"\"\"\"\ny= 79 ...\"\"\".\"\"....\"\"\"\".\"\".\"\".\"\"\"\".\"\"\"\"\"\".\"\"\"\"\ny= 80 ...\"\"\".\"\"\"...\"\"\"\".\"\"\".\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\".\ny= 81 .....\"\"\"\"\"\"..\"\"\"\"\".\"\"..\"\"\"\"\"\"\"\"\"\".\"\"\"\"..\ny= 82 \"...\"\"\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"\"....\"\"\"\"..\ny= 83 \"\"\".\"\"\"\"\"\"\"....\"\"\"\"..\"\"...\"\"\"\"........\"\"\ny= 84 \"\"\".\"\"\"\"\"\"\"..\"\".\"\"\"\".\"\"\"\"......\"\"....\"\"\"\ny= 85 \"\"\"\".\"\"\"\"\"\".\"\"\".\"\"\"\"\".\"\"\"\"...\"\"\"\"....\"\"\"\ny= 86 \"\"\"\".\"\"\"\"\"..\"\"\"\"..\"\"\".\"\"\"\"\".PPP\"\".PPP\"\"\"\ny= 87 .\"\"\"\".\"\"\"...\"\"\"\"\"....\"\"\"\"\"\"\"PPP...PPP\"\"\"\ny= 88 .\"\"\"\"..\"\"...\"\"\"\"\"....\"\"\"\"\"\"\"PPP...PPP\"\"\"\ny= 89 ========================================\ny= 90 ...\"\"\"\"\"...\"\"\"\"....\"\"\"\"\"\"...\"\"..........\ny= 91 ...\"\"\"\"\"..\"\"\"\"\"....\"\"\"\"\"\"...\"\".,,,,,,,,.\ny= 92 ...\"\"\"\"\"..\"\"\"\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"..........\ny= 93 ...\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\".,,,,,,,,.\ny= 94 \"\"..\"\".\"\"\"\".\"\"\"\"\"\"\"\"\"..\"\"\"..............\ny= 95 \"\"\"\"\"...\"\"\"\"..\"\"\"\"\"\"\"\"\".\"\".NNNNNNNNNNNN.\ny= 96 \"\"\"\"\"....\"\"\"...\"\"\"\"\"\"\"\"\"\"\".NNNNNNNNNNNN.\ny= 97 .\"\"\"\"....\"\"\"...\"\"\"\"\"\"\"\"\"\"\".NNNNNNNNNNNN.\ny= 98 +++++++++++++++++++++++++++NNNNNNNNNNNN.\ny= 99 ........................................\n\nEVENTS SINCE LAST TURN: Heavy traffic reported. (at 64,33)\nRESULTS OF YOUR LAST ACTIONS: REJECTED power_line: 61 tiles > max 60; split it | OK power_line (44,14)->(8,14): 17/37 tiles ok, $85; 2 blocked by industrial e.g. (44, 14); 9 blocked by commercial e.g. (41, 14); 6 blocked by residential e.g. (28, 14); 3 blocked by fire station e.g. (20, 14) | OK power_line (44,14)->(44,6): 5/9 tiles ok, $28; 4 blocked by industrial e.g. (44, 14) | OK power_line (44,6)->(52,6): 1/9 tiles ok, $5; 1 blocked by power line e.g. (44, 6); 6 blocked by industrial e.g. (45, 6); 1 blocked by police station e.g. (52, 6) | OK power_line (44,14)->(52,14): 3/9 tiles ok, $15; 3 blocked by industrial e.g. (44, 14); 3 blocked by police station e.g. (47, 14) | OK residential x1: 1 placed; (36,10) ok | OK residential x1: 1 placed; (39,7) ok | OK residential x1: 1 placed; (42,6) ok | OK residential x1: 1 placed; (35,7) ok | OK residential x1: 1 placed; (80,55) ok | OK residential x1: 1 placed; (83,55) ok | OK police at (114,86): ok | REJECTED park at (37,13): blocked by road (e.g. (37,13)); bulldoze first or pick another site | REJECTED park at (41,10): blocked by police station (e.g. (41,10)); bulldoze first or pick another site | OK park at (81,58): ok | OK park at (84,58): ok | OK zoom view at (80,75) next turn\nYOUR NOTES FROM LAST TURN: Power lines extended from the established grid toward northwest/north isolated zones. Added homes near (36,10), (39,7), (42,6), and (35,7); monitor growth, crime, and January finances. Southeast police coverage remains a priority.", "raw": "{\"thoughts\":\"Crime is the central risk, so I will add police coverage near the southeast crime hotspot and in the large southeast open area. I will also power the remaining isolated zones and add modest residential growth while preserving funds for services and industrial recovery.\",\"notes\":\"Police added near southeast hotspot/open area; power links targeted at isolated zones around (52,48), (80,55), (83,55), (85,55), and (85,40). Check crime, population growth, demand, and January finances next turn.\",\"actions\":[{\"type\":\"build\",\"what\":\"police\",\"x\":91,\"y\":42},{\"type\":\"build\",\"what\":\"police\",\"x\":97,\"y\":63},{\"type\":\"power_line\",\"x1\":52,\"y1\":46,\"x2\":52,\"y2\":55},{\"type\":\"power_line\",\"x1\":80,\"y1\":40,\"x2\":85,\"y2\":40},{\"type\":\"power_line\",\"x1\":85,\"y1\":40,\"x2\":85,\"y2\":55},{\"type\":\"power_line\",\"x1\":78,\"y1\":55,\"x2\":86,\"y2\":55},{\"type\":\"zone\",\"zone\":\"residential\",\"x\":56,\"y\":4},{\"type\":\"zone\",\"zone\":\"residential\",\"x\":64,\"y\":6},{\"type\":\"zone\",\"zone\":\"residential\",\"x\":48,\"y\":3},{\"type\":\"zone\",\"zone\":\"residential\",\"x\":52,\"y\":3},{\"type\":\"zone\",\"zone\":\"industrial\",\"x\":61,\"y\":75},{\"type\":\"park\",\"x\":58,\"y\":8},{\"type\":\"park\",\"x\":66,\"y\":9},{\"type\":\"park\",\"x\":88,\"y\":47},{\"type\":\"park\",\"x\":96,\"y\":61},{\"type\":\"tax\",\"rate\":7},{\"type\":\"funding\",\"road\":100,\"fire\":100,\"police\":100},{\"type\":\"zoom\",\"x\":88,\"y\":38}]}", "routed_model": "openai/gpt-5.6-luna", "usage": {"prompt_tokens": 4750, "completion_tokens": 909, "total_tokens": 5659, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 4748, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.00250602, "upstream_inference_prompt_cost": 0.00130614, "upstream_inference_completions_cost": 0.00119988}, "completion_tokens_details": {"reasoning_tokens": 487, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.00250602, "latency_s": 12.04, "thoughts": "Crime is the central risk, so I will add police coverage near the southeast crime hotspot and in the large southeast open area. I will also power the remaining isolated zones and add modest residential growth while preserving funds for services and industrial recovery.", "notes": "Police added near southeast hotspot/open area; power links targeted at isolated zones around (52,48), (80,55), (83,55), (85,55), and (85,40). Check crime, population growth, demand, and January finances next turn.", "actions": [{"type": "build", "what": "police", "x": 91, "y": 42}, {"type": "build", "what": "police", "x": 97, "y": 63}, {"type": "power_line", "x1": 52, "y1": 46, "x2": 52, "y2": 55}, {"type": "power_line", "x1": 80, "y1": 40, "x2": 85, "y2": 40}, {"type": "power_line", "x1": 85, "y1": 40, "x2": 85, "y2": 55}, {"type": "power_line", "x1": 78, "y1": 55, "x2": 86, "y2": 55}, {"type": "zone", "zone": "residential", "x": 56, "y": 4}, {"type": "zone", "zone": "residential", "x": 64, "y": 6}, {"type": "zone", "zone": "residential", "x": 48, "y": 3}, {"type": "zone", "zone": "residential", "x": 52, "y": 3}, {"type": "zone", "zone": "industrial", "x": 61, "y": 75}, {"type": "park", "x": 58, "y": 8}, {"type": "park", "x": 66, "y": 9}, {"type": "park", "x": 88, "y": 47}, {"type": "park", "x": 96, "y": 61}, {"type": "tax", "rate": 7}, {"type": "funding", "road": 100, "fire": 100, "police": 100}, {"type": "zoom", "x": 88, "y": 38}], "actions_dropped": 0, "results": ["REJECTED police at (91,42): blocked by industrial (e.g. (91,42)); bulldoze first or pick another site", "OK police at (97,63): ok", "OK power_line (52,46)->(52,55): 3/10 tiles ok, $15; 4 blocked by commercial e.g. (52, 46); 3 blocked by residential e.g. (52, 48)", "OK power_line (80,40)->(85,40): 2/6 tiles ok, $10; 4 blocked by residential e.g. (81, 40)", "OK power_line (85,40)->(85,55): 10/16 tiles ok, $152; 4 blocked by residential e.g. (85, 40); 2 blocked by road e.g. (85, 53)", "OK power_line (78,55)->(86,55): 2/9 tiles ok, $11; 1 blocked by water e.g. (78, 55); 6 blocked by residential e.g. (80, 55)", "OK residential x1: 1 placed; (56,4) ok", "OK residential x1: 1 placed; (64,6) ok", "OK residential x1: 1 placed; (48,3) ok", "OK residential x1: 1 placed; (52,3) ok", "OK industrial x1: 1 placed; (61,75) ok", "REJECTED park at (58,8): blocked by industrial (e.g. (58,8)); bulldoze first or pick another site", "REJECTED park at (66,9): blocked by road (e.g. (66,9)); bulldoze first or pick another site", "REJECTED park at (88,47): blocked by water (e.g. (88,47)); bulldoze first or pick another site", "OK park at (96,61): ok", "OK tax rate set to 7%", "OK funding set: road 100%, fire 100%, police 100%", "OK zoom view at (80,38) next turn"], "state": {"population_now": 72940, "funds": 15035, "score": 537, "tax": 7}, "info": {"unpowered_zones": 6, "zones_r": 130, "zones_c": 64, "zones_i": 95, "free_sites": 10}, "wall_s": 27.7} {"turn": 4, "date": "Oct 1972", "model": "openai/gpt-5.6-luna", "prompt": "TASK: Detroit, 1972. Competition from overseas and other economic factors pushed the once 'automobile capital of the world' into recession. Falling land values and unemployment drove crime in the inner city to chronic levels. You have $20,000 and 10 years to reduce crime and rebuild the industrial base. GOAL: the average crime level must be under 60 when the scenario is judged in 1982 (the scenario's own rule), AND the population then must be at least 25,000, a third of 1972's 76,000. (This eval adds the population floor: without it the scenario can be 'won' by letting the city empty out, which cuts crime.)\n\nDATE: Oct 1972 (turn 4 of 40; each turn = 3 months; deadline Jan 1982)\nFUNDS: $13,797 tax rate 7% funding: road 100%, fire 100%, police 100%\n last January's budget: tax income $0, requested road $0, fire $0, police $0; cash flow $0/yr\nPOPULATION: 67,580 now (official census 76,160, Capital); residents 1379, commerce 85, industry 165 (engine units)\nZONES: residential 134, commercial 64, industrial 96; unpowered zones: 3\nDEMAND (-100..+100, positive = the city wants more of it): residential -9, commercial -89, industrial -92\nCITY SCORE (re-evaluated each January, like the official census): 537 / 1000 (change +252 at the last evaluation); approval 61%; top problems (share of citizens): crime 16%, taxes 16%, pollution 12%, housing costs 3%\nAVERAGES (0-255, lower is better except land value): crime 102, pollution 64, traffic 7, land value 47\nSERVICES: coal plants 2, nuclear 3, police 11, fire stations 7, stadiums 1, seaports 1, airports 1; road tiles 2387, rail tiles 600; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 102); population must be >= 25,000\n\nBUILDINGS (top-left; * = unpowered): coal power plant x2: (44,74) (113,32); nuclear power plant x3: (107,95) (111,95) (115,95); police station x11: (18,52) (35,40) (39,10) (47,14) (52,6) (56,44)* (94,63)* (97,63)* (102,31) (108,86)* (114,86)*; fire station x7: (9,86) (18,14) (18,48) (43,19) (47,31) (64,48) (98,31); stadium x1: (87,53); seaport x1: (103,42); airport x1: (69,11)\nUNPOWERED ZONES (top-left): (8,3) (9,6) (64,6)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (51,77) (59,3) (67,6) (62,3) (70,6) (48,0) (52,0) (46,79) (10,40) (10,43)\nLARGE OPEN AREAS (top-left, size): (85,66) 23x23 (64,68) 21x21 (105,0) 15x15 (108,63) 12x12 (54,79) 10x10 (17,0) 9x9\nHOT SPOTS (value@tile range): crime: 250@(98-99,42-43) 250@(94-95,42-43) 250@(92-93,44-45); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15); traffic: 206@(96-97,40-41) 206@(28-29,42-43) 206@(12-13,58-59)\n\nMAP (1 char = 2x2 tiles; the char at column c, row r covers x=2c..2c+1, y=2r..2r+1).\nLegend: . empty land \" trees ~ water , rubble * fire w flood ! radiation # road = rail + power line R/C/I zones (lowercase = unpowered) E coal plant N nuclear P police F fire station S stadium O seaport A airport H hospital/church k park\n 0 10 20 30 40 50 60 70 80 90 100 110 <- x\ny= 0 .\"\"#\"\"\".\"\".\"\"\"#\"\"\"\"\".\"\"\"\"#\"\"...\"\"\"\"\"..\"\"\"\"\"\".\"\"\"#\".\"\"\"\"\"\"\"\"\"\ny= 2 .\"\"#rr\"\"\"\"\"\"\"\"#\"\"\"\"\".\"\"\"RRRR.\".\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"#\"\"\"\"\"\"\"..\"\"\ny= 4 .\"\"#rr\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"\"RRRRRR..\"\"\"\"\".\"\".\"\"\"\"\"CC#\"\"\"\"\"\"\"\"\"\".\ny= 6 .\"\"#rr\"\".\"\".\"\"#RRRRRRRIIIIPPIIIIrr\"\"..\"\"CC\"\"\"\"CC#CC.\"\"\"\"\"\"\".\ny= 8 \"\"\".rr#########RRRRRRRIIIIPPIIIIrr######CC#######CC.\"\".\"\"\"..\ny= 10 \"\"\".....#RRRRHHCC#RPPIIII#IIIIIIIIAAAAIIRRRR#RRRRRR....\"\"\"\"\"\ny= 12 ..\".....#RRRRHHCC#RPPIIII#IIIIIIIIAAAAIIRRRR#RRRRRR##..\"\"\"\"\"\ny= 14 \"\"\".++++#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#,,,#RR,,II\"\"\"\"\"\ny= 16 \"\"\"\"....#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#===#RR==II\"\"\"\"\"\ny= 18 \"\"\"\".RR.#RRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRHHRRRRII\"\"\"\ny= 20 ..\"\".RR.#RRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRHHRRRRIIII\"\ny= 22 \"\"\"\"#RR##RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#####RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#kkk#RRRRkkk=RRII\"\"\"\ny= 26 \"HHR#RRRRHHRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#HHHHHHRRIIIIII\"\ny= 28 .HHR#RRRRHHRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#HHHHHHRRIIIIII~\ny= 30 .####RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII###\"~\ny= 32 \"\"\"\"#RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII#EEE~\ny= 34 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRHH#RRRRRRRRRR#EEE~\ny= 36 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRHH#RRRRRRRRRR#\"~~~\ny= 38 \"\"\".####################################################~~~~\ny= 40 \"\"\".=.#RRRRRRRR=IPPCCRRCC#CCRRRRRRRRRRRRRRRR############~~~~\ny= 42 \"\"\"\"=.#RRRRRRRR#IPPCCRRCC#CCRRRRRRRRRRRRRRRRIIIIIIIOOOI#~~~~\ny= 44 \"\"\"\"=.#RRRRRRRRCCCCCCCCCC#CCPPkkk=RRRRRRRR#kIIIIIIIOOOI~~~~~\ny= 46 \"\"\"\"###RRRRRRRRCCCCCCCCCC#CCPP####RRRRRRRR+~+~~~~~~~~~~~~~~~\ny= 48 .RRR#RRHHFFRRHHCCCCCCCCCC#RRCCRRFFRRRR#~#~+++~~~~~~~~~~~~~~~\ny= 50 #RRR#RRHHFFRRHHCCCCCCCCCC#RRCCRRFFRRRR~~#~++\"\"~~~~~~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~~~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~+RRRSSS~~~~~~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#~~~~~RRRSSS~~~~~~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"k\"k~~~~~~~\"~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCCCCCCC#CCCC#~~~~~~~~\"\"\"~~~~~~k\"\"\"\".\"\"~~~~\ny= 62 \"\".\"IIII#IIIIIICCCCCCCCCC#CC~~~~~~~~~~~~~~~~~~~PPP\"\"\"...\"\"\"~\ny= 64 \"\"..IIII#IIIIIICCCCCC###=#~~~~~~~~~~~~~~~~~~~~\"PPP\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC+~~=#~~~~~~~~~~~~~~~~~\"\".\"\"\"\"\"\".\"\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC##+~~=#~II~\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~+~~=#III\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~+~~=#IIRRR\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..\"\"IIII#IIIIIICC~~~IIEE=CC\"RRII\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"..\"\".\ny= 76 \"\"\"\"#############~~~IIEE=CC\"\"\"II\"\"\".\"......\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"\"\"IIII#IIIIII~~~~II#####\"\"\"\"\".\"\"\".\"\"\"..\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 80 \"\"\".IIII#IIIIII~~~~II#\"\"=#\"\".\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 82 \"\"\"\"IIII#IIII~~~~~\"##II+=CC..\"\"..\"\".\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"..\"\"\"\ny= 84 .\"\"\"IIII#IIII~~~~\"\"#III##CC\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\".\"\"\ny= 86 ~\"\".FFII#===~~~~\"\"##IICC=\"\"\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"PP\"PP\"\ny= 88 ~\"\"\"FFII=~==~~~.\"\"#\"\"#CC==============================PP=PP=\ny= 90 ~~\"\"II#~===~~~~.\"\"#\"\"#.\"\"\"\".\"\"\"\"\".=.\"\"\"\".\"\"\".\"\"\".\"\"\"\".\",,,,,\ny= 92 \"~~~II#~===~~~~\"\"\"#.\"#\"\"\"\"\"\"\"\"\"\"\".=\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\",,,,,\ny= 94 \".~~II#~===~~~\"\"\"\"#\"\"#\"\"\"\"\"\"\".\"\"\"\"=\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"NNNNNNN\ny= 96 \".\"\"II#~==~~~~\"\"\"\"#.\"#\"...\"\"\".\"\"\"\"=\"\"\".\"\"\"\".\"\".\"\"\"\"\"\"NNNNNNN\ny= 98 \"\"\"\"###+=+++++++++#++#++++++++++++=++++++++++++++++++NNNNNNN\n\nZOOM (full resolution, 1 char = 1 tile, top-left (80,38)):\n 8 9 0 1 \n 0123456789012345678901234567890123456789\ny= 38 #===#====#===#===#===#====#===#\"\"~~~~~~~\ny= 39 ###############################.~~~~~~~~\ny= 40 #RRR#RRR=#kkk#kkk#kkk#kkkk#kkk#~~~~~~~~~\ny= 41 #RRR#RRR#######################~~~~~~~~~\ny= 42 #RRR#RRR=IIIIII#IIIIII#OOOOIII#~~~~~~~~~\ny= 43 #########IIIIII#IIIIII#OOOOIII#~~~~~~~~~\ny= 44 #RRR#+kk=IIIIII#IIIIII#OOOOIII~~~~~~~~~~\ny= 45 #RRR~+~~~+~~~~~~~~~~~~~OOOO~~~~~~~~~~~~~\ny= 46 #RRR~+~~~+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~\ny= 47 #~~~~+~~~+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~\ny= 48 ##~~~+~~~+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~\ny= 49 ~~~~~+~+++~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~\ny= 50 #~~~~+.+\"\"\".~~~~~~~~~~~~~~~~~~~~~~~~~~~~\ny= 51 ~~~~~+.+\"\"\"...~~~.~~~~~~~~~~~~~~~~~~~~~~\ny= 52 ##~~.+######~~....~~~~~~~~~~~~~~~~~~~~~~\ny= 53 #~...##SSSS#~~~~~.~~~~~~~~~~~\"\"~~~~~~~~~\ny= 54 #######SSSS#~~~~.~~~~~~~....\"\"\"\"~~~~~~~~\ny= 55 RRRRRR#SSSS#.~~.~~~~~~~~~~~~\"\"\"\"~~~~~~~~\ny= 56 RRRRRR#SSSS#...~~~~~~~~~~~~~~~~~~~~~~~~~\ny= 57 RRRRRR######.~~~~~~~~~~~~~~~~~~~~~~~~~~~\ny= 58 \"k\"\"k\"...~~~~~~~~~~..\"\"~~~~~~~~~~~~~~~~~\ny= 59 \"\"\"\"\"\"~~~~~~~~~~~~...\"\"\"\"\"~~~~~~~~~~~~~~\ny= 60 \"\"\"\"\"~~~~~~~~~~~~...\"\"\"\"\"\"...\"\"\"~~~~~~~~\ny= 61 \"\"\"\"~~~~~~~~~~~~k..\"\"\"\"\"\"....\"\"\"......~~\ny= 62 \"\"\"~~~~~~~~~~~~...\"\"\"\"\"\"\"..............~\n\nEVENTS SINCE LAST TURN: Pollution very high.\nRESULTS OF YOUR LAST ACTIONS: REJECTED police at (91,42): blocked by industrial (e.g. (91,42)); bulldoze first or pick another site | OK police at (97,63): ok | OK power_line (52,46)->(52,55): 3/10 tiles ok, $15; 4 blocked by commercial e.g. (52, 46); 3 blocked by residential e.g. (52, 48) | OK power_line (80,40)->(85,40): 2/6 tiles ok, $10; 4 blocked by residential e.g. (81, 40) | OK power_line (85,40)->(85,55): 10/16 tiles ok, $152; 4 blocked by residential e.g. (85, 40); 2 blocked by road e.g. (85, 53) | OK power_line (78,55)->(86,55): 2/9 tiles ok, $11; 1 blocked by water e.g. (78, 55); 6 blocked by residential e.g. (80, 55) | OK residential x1: 1 placed; (56,4) ok | OK residential x1: 1 placed; (64,6) ok | OK residential x1: 1 placed; (48,3) ok | OK residential x1: 1 placed; (52,3) ok | OK industrial x1: 1 placed; (61,75) ok | REJECTED park at (58,8): blocked by industrial (e.g. (58,8)); bulldoze first or pick another site | REJECTED park at (66,9): blocked by road (e.g. (66,9)); bulldoze first or pick another site | REJECTED park at (88,47): blocked by water (e.g. (88,47)); bulldoze first or pick another site | OK park at (96,61): ok | OK tax rate set to 7% | OK funding set: road 100%, fire 100%, police 100% | OK zoom view at (80,38) next turn\nYOUR NOTES FROM LAST TURN: Police added near southeast hotspot/open area; power links targeted at isolated zones around (52,48), (80,55), (83,55), (85,55), and (85,40). Check crime, population growth, demand, and January finances next turn.", "raw": "{\"thoughts\":\"Crime is the dominant problem, especially the severe southeast industrial/commercial hotspot. I will clear a small industrial block for a police station near (91,42), add another station in the large southern open area, and use a few parks to improve land value without expanding zones while demand is strongly negative.\",\"notes\":\"Prioritize crime reduction and retain population. Police added at (91,42) after bulldozing, plus (85,66); monitor crime, demand, population, pollution, and January finances.\",\"actions\":[{\"type\":\"bulldoze\",\"x\":91,\"y\":42,\"w\":3,\"h\":3},{\"type\":\"build\",\"what\":\"police\",\"x\":91,\"y\":42},{\"type\":\"build\",\"what\":\"police\",\"x\":85,\"y\":66},{\"type\":\"build\",\"what\":\"park\",\"x\":88,\"y\":66},{\"type\":\"build\",\"what\":\"park\",\"x\":89,\"y\":66},{\"type\":\"build\",\"what\":\"park\",\"x\":90,\"y\":66},{\"type\":\"build\",\"what\":\"park\",\"x\":88,\"y\":70},{\"type\":\"build\",\"what\":\"park\",\"x\":89,\"y\":70},{\"type\":\"build\",\"what\":\"park\",\"x\":90,\"y\":70},{\"type\":\"zoom\",\"x\":88,\"y\":40}]}", "routed_model": "openai/gpt-5.6-luna", "usage": {"prompt_tokens": 4738, "completion_tokens": 907, "total_tokens": 5645, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 4736, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.00250008, "upstream_inference_prompt_cost": 0.00130284, "upstream_inference_completions_cost": 0.00119724}, "completion_tokens_details": {"reasoning_tokens": 627, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.00250008, "latency_s": 9.13, "thoughts": "Crime is the dominant problem, especially the severe southeast industrial/commercial hotspot. I will clear a small industrial block for a police station near (91,42), add another station in the large southern open area, and use a few parks to improve land value without expanding zones while demand is strongly negative.", "notes": "Prioritize crime reduction and retain population. Police added at (91,42) after bulldozing, plus (85,66); monitor crime, demand, population, pollution, and January finances.", "actions": [{"type": "bulldoze", "x": 91, "y": 42, "w": 3, "h": 3}, {"type": "build", "what": "police", "x": 91, "y": 42}, {"type": "build", "what": "police", "x": 85, "y": 66}, {"type": "build", "what": "park", "x": 88, "y": 66}, {"type": "build", "what": "park", "x": 89, "y": 66}, {"type": "build", "what": "park", "x": 90, "y": 66}, {"type": "build", "what": "park", "x": 88, "y": 70}, {"type": "build", "what": "park", "x": 89, "y": 70}, {"type": "build", "what": "park", "x": 90, "y": 70}, {"type": "zoom", "x": 88, "y": 40}], "actions_dropped": 0, "results": ["OK bulldoze (91,42) 3x3: 2 tiles cleared, $2", "REJECTED police at (91,42): blocked by industrial (e.g. (91,42)); bulldoze first or pick another site", "OK police at (85,66): ok", "OK park at (88,66): ok", "OK park at (89,66): ok", "OK park at (90,66): ok", "OK park at (88,70): ok", "OK park at (89,70): ok", "OK park at (90,70): ok", "OK zoom view at (80,40) next turn"], "state": {"population_now": 67580, "funds": 13797, "score": 537, "tax": 7}, "info": {"unpowered_zones": 3, "zones_r": 134, "zones_c": 64, "zones_i": 96, "free_sites": 10}, "wall_s": 37.0} {"turn": 5, "date": "Jan 1973", "model": "openai/gpt-5.6-luna", "prompt": "TASK: Detroit, 1972. Competition from overseas and other economic factors pushed the once 'automobile capital of the world' into recession. Falling land values and unemployment drove crime in the inner city to chronic levels. You have $20,000 and 10 years to reduce crime and rebuild the industrial base. GOAL: the average crime level must be under 60 when the scenario is judged in 1982 (the scenario's own rule), AND the population then must be at least 25,000, a third of 1972's 76,000. (This eval adds the population floor: without it the scenario can be 'won' by letting the city empty out, which cuts crime.)\n\nDATE: Jan 1973 (turn 5 of 40; each turn = 3 months; deadline Jan 1982)\nFUNDS: $10,284 tax rate 7% funding: road 100%, fire 100%, police 100%\n last January's budget: tax income $1,499, requested road $2,536, fire $700, police $1,200; cash flow $-2,937/yr\nPOPULATION: 61,240 now (official census 61,820, Capital); residents 1262, commerce 77, industry 148 (engine units)\nZONES: residential 134, commercial 64, industrial 95; unpowered zones: 6\nDEMAND (-100..+100, positive = the city wants more of it): residential -40, commercial -100, industrial -100\nCITY SCORE (re-evaluated each January, like the official census): 458 / 1000 (change -79 at the last evaluation); approval 52%; top problems (share of citizens): crime 21%, taxes 13%, pollution 8%, traffic 4%\nAVERAGES (0-255, lower is better except land value): crime 102, pollution 64, traffic 28, land value 47\nSERVICES: coal plants 2, nuclear 3, police 12, fire stations 7, stadiums 1, seaports 1, airports 1; road tiles 2423, rail tiles 600; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 102); population must be >= 25,000\n\nBUILDINGS (top-left; * = unpowered): coal power plant x2: (44,74) (113,32); nuclear power plant x3: (107,95) (111,95) (115,95); police station x12: (18,52) (35,40) (39,10) (47,14) (52,6) (56,44)* (85,66)* (94,63)* (97,63)* (102,31) (108,86)* (114,86)*; fire station x7: (9,86) (18,14) (18,48) (43,19) (47,31) (64,48) (98,31); stadium x1: (87,53); seaport x1: (103,42)*; airport x1: (69,11)\nUNPOWERED ZONES (top-left): (8,3) (9,6) (64,6) (96,42) (99,42) (107,42)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (51,77) (59,3) (67,6) (62,3) (70,6) (48,0) (52,0) (46,79) (10,40) (10,43)\nLARGE OPEN AREAS (top-left, size): (64,68) 21x21 (100,66) 20x20 (85,71) 15x15 (105,0) 15x15 (54,79) 10x10 (70,0) 9x9\nHOT SPOTS (value@tile range): crime: 250@(98-99,42-43) 250@(94-95,42-43) 250@(92-93,44-45); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15); traffic: 206@(68-69,30-31) 206@(62-63,50-51) 206@(32-33,26-27)\n\nMAP (1 char = 2x2 tiles; the char at column c, row r covers x=2c..2c+1, y=2r..2r+1).\nLegend: . empty land \" trees ~ water , rubble * fire w flood ! radiation # road = rail + power line R/C/I zones (lowercase = unpowered) E coal plant N nuclear P police F fire station S stadium O seaport A airport H hospital/church k park\n 0 10 20 30 40 50 60 70 80 90 100 110 <- x\ny= 0 .\"\"#\"\"\".\"\".\"\"\"#\"\"\"\"\".\"\"\"\"#\"\"...\"\"\"\"\"..\"\"\"\"\"\".\"\"\"#\".\"\"\"\"\"\"\"\"\"\ny= 2 .\"\"#rr\"\"\"\"\"\"\"\"#\"\"\"\"\".\"\"\"RRRR.\".\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"#\"\"\"\"\"\"\"..\"\"\ny= 4 .\"\"#rr\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"\"RRRRRR..\"\"\"\"\".\"\".\"\"\"\"\"CC#\"\"\"\"\"\"\"\"\"\".\ny= 6 .\"\"#rr\"\".\"\".\"\"#RRRRRRRIIIIPPIIIIrr\"\"..\"\"CC\"\"\"\"CC#CC.\"\"\"\"\"\"\".\ny= 8 \"\"\".rr#########RRRRRRRIIIIPPIIIIrr######CC#######CC.\"\".\"\"\"..\ny= 10 \"\"\".....#RRRRHHCC#RPPIIII#IIIIIIIIAAAAIIRRRR#RRRRRR....\"\"\"\"\"\ny= 12 ..\".....#RRRRHHCC#RPPIIII#IIIIIIIIAAAAIIRRRR#RRRRRR##..\"\"\"\"\"\ny= 14 \"\"\".++++#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#,,,#RR,,II\"\"\"\"\"\ny= 16 \"\"\"\"....#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#===#RR==II\"\"\"\"\"\ny= 18 \"\"\"\".RR.#RRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRHHRRRRII\"\"\"\ny= 20 ..\"\".RR.#RRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRHHRRRRIIII\"\ny= 22 \"\"\"\"#RR##RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#####RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#kkk#RRRRkkk=RRII\"\"\"\ny= 26 \"HHR#RRRRHHRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#HHHHHHRRIIIIII\"\ny= 28 .HHR#RRRRHHRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#HHHHHHRRIIIIII~\ny= 30 .####RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII###\"~\ny= 32 \"\"\"\"#RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII#EEE~\ny= 34 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRHH#RRRRRRRRRR#EEE~\ny= 36 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRHH#RRRRRRRRRR#\"~~~\ny= 38 \"\"\".####################################################~~~~\ny= 40 \"\"\".=.#RRRRRRRR=IPPCCRRCC#CCRRRRRRRRRRRRRRRR############~~~~\ny= 42 \"\"\"\"=.#RRRRRRRR#IPPCCRRCC#CCRRRRRRRRRRRRRRRRII,#iiiOOOi#~~~~\ny= 44 \"\"\"\"=.#RRRRRRRRCCCCCCCCCC#CCPPkkk=RRRRRRRR#kII,#iiiOOOi~~~~~\ny= 46 \"\"\"\"###RRRRRRRRCCCCCCCCCC#CCPP####RRRRRRRR+~+~~~~~~~~~~~~~~~\ny= 48 .RRR#RRHHFFRRHHCCCCCCCCCC#RRCCRRFFRRRR#~#~+++~~~~~~~~~~~~~~~\ny= 50 #RRR#RRHHFFRRHHCCCCCCCCCC#RRCCRRFFRRRR~~#~++\"\"~~~~~~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~~~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~+RRRSSS~~~~~~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#~~~~~RRRSSS~~~~~~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"k\"k~~~~~~~\"~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCCCCCCC#CCCC#~~~~~~~~\"\"\"~~~~~~k\"\"\"\".\"\"~~~~\ny= 62 \"\".\"IIII#IIIIIICCCCCCCCCC#CC~~~~~~~~~~~~~~~~~~~PPP\"\"\"...\"\"\"~\ny= 64 \"\"..IIII#IIIIIICCCCCC###=#~~~~~~~~~~~~~~~~~~~~\"PPP\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC+~~=#~~~~~~~~~~~~~~~~PPkk\"\"\"\"\"\".\"\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC##+~~=#~II~\"\"\"\"\"\"\"\"\"\"\"\"PP\"\"\"\"\".\"\"\"..\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~+~~=#III\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"kk\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~+~~=#IIRRR\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..\"\"IIII#IIIIIICC~~~IIEE=CC\"RRII\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"..\"\".\ny= 76 \"\"\"\"#############~~~IIEE=CC\"\"\"II\"\"\".\"......\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"\"\"IIII#IIIIII~~~~II#####\"\"\"\"\".\"\"\".\"\"\"..\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 80 \"\"\".IIII#IIIIII~~~~II#\"\"=#\"\".\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 82 \"\"\"\"IIII#IIII~~~~~\"##II+=CC..\"\"..\"\".\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"..\"\"\"\ny= 84 .\"\"\"IIII#IIII~~~~\"\"#III##CC\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\".\"\"\ny= 86 ~\"\".FFII#===~~~~\"\"##IICC=\"\"\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"PP\"PP\"\ny= 88 ~\"\"\"FFII=~==~~~.\"\"#\"\"#CC==============================PP=PP=\ny= 90 ~~\"\"II#~===~~~~.\"\"#\"\"#.\"\"\"\".\"\"\"\"\".=.\"\"\"\".\"\"\".\"\"\".\"\"\"\".\",,,,,\ny= 92 \"~~~II#~===~~~~\"\"\"#.\"#\"\"\"\"\"\"\"\"\"\"\".=\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\",,,,,\ny= 94 \".~~II#~===~~~\"\"\"\"#\"\"#\"\"\"\"\"\"\".\"\"\"\"=\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"NNNNNNN\ny= 96 \".\"\"II#~==~~~~\"\"\"\"#.\"#\"...\"\"\".\"\"\"\"=\"\"\".\"\"\"\".\"\".\"\"\"\"\"\"NNNNNNN\ny= 98 \"\"\"\"###+=+++++++++#++#++++++++++++=++++++++++++++++++NNNNNNN\n\nZOOM (full resolution, 1 char = 1 tile, top-left (80,40)):\n 8 9 0 1 \n 0123456789012345678901234567890123456789\ny= 40 #RRR#RRR=#kkk#kkk#kkk#kkkk#kkk#~~~~~~~~~\ny= 41 #RRR#RRR#######################~~~~~~~~~\ny= 42 #RRR#RRR=III,,,#IIIIII#OOOOIII#~~~~~~~~~\ny= 43 #########III,,,#IIIIII#OOOOIII#~~~~~~~~~\ny= 44 #RRR#+kk=III,.,#IIIIII#OOOOIII~~~~~~~~~~\ny= 45 #RRR~+~~~+~~~~~~~~~~~~~OOOO~~~~~~~~~~~~~\ny= 46 #RRR~+~~~+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~\ny= 47 #~~~~+~~~+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~\ny= 48 #~~~~+~~~+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~\ny= 49 #~~~~+~+++~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~\ny= 50 #~~~~+.+\"\"\".~~~~~~~~~~~~~~~~~~~~~~~~~~~~\ny= 51 #~~~~+.+\"\"\"...~~~.~~~~~~~~~~~~~~~~~~~~~~\ny= 52 #~~~.+######~~....~~~~~~~~~~~~~~~~~~~~~~\ny= 53 #~...##SSSS#~~~~~.~~~~~~~~~~~\"\"~~~~~~~~~\ny= 54 #######SSSS#~~~~.~~~~~~~....\"\"\"\"~~~~~~~~\ny= 55 RRRRRR#SSSS#.~~.~~~~~~~~~~~~\"\"\"\"~~~~~~~~\ny= 56 RRRRRR#SSSS#...~~~~~~~~~~~~~~~~~~~~~~~~~\ny= 57 RRRRRR######.~~~~~~~~~~~~~~~~~~~~~~~~~~~\ny= 58 \"k\"\"k\"...~~~~~~~~~~..\"\"~~~~~~~~~~~~~~~~~\ny= 59 \"\"\"\"\"\"~~~~~~~~~~~~...\"\"\"\"\"~~~~~~~~~~~~~~\ny= 60 \"\"\"\"\"~~~~~~~~~~~~...\"\"\"\"\"\"...\"\"\"~~~~~~~~\ny= 61 \"\"\"\"~~~~~~~~~~~~k..\"\"\"\"\"\"....\"\"\"......~~\ny= 62 \"\"\"~~~~~~~~~~~~...\"\"\"\"\"\"\"..............~\ny= 63 ~~~~~~~~~~~~~~PPPPPP\"\"\"\"\"........\"\"\"\".\"\"\ny= 64 ~~~~~~~~~~~~\"\"PPPPPP\"\".\"\".\"\"\"....\"\"\"\"\"\"\"\n\nEVENTS SINCE LAST TURN: Heavy traffic reported. (at 60,43) | Crime very high.\nRESULTS OF YOUR LAST ACTIONS: OK bulldoze (91,42) 3x3: 2 tiles cleared, $2 | REJECTED police at (91,42): blocked by industrial (e.g. (91,42)); bulldoze first or pick another site | OK police at (85,66): ok | OK park at (88,66): ok | OK park at (89,66): ok | OK park at (90,66): ok | OK park at (88,70): ok | OK park at (89,70): ok | OK park at (90,70): ok | OK zoom view at (80,40) next turn\nYOUR NOTES FROM LAST TURN: Prioritize crime reduction and retain population. Police added at (91,42) after bulldozing, plus (85,66); monitor crime, demand, population, pollution, and January finances.", "raw": "{\"thoughts\":\"Crime is concentrated around the east-side industrial/seaport district, where existing police coverage is weak. I will restore power to the unpowered eastern zones and place police stations near the hotspot and central residential areas while preserving most of the population and keeping taxes moderate.\",\"notes\":\"Police added near east crime hotspot after clearing industrial tiles; power line should connect eastern unpowered zones to the plant at (113,32). Recheck crime, population, demand, and January finances next turn.\",\"actions\":[{\"type\":\"power_line\",\"x1\":113,\"y1\":32,\"x2\":96,\"y2\":42},{\"type\":\"bulldoze\",\"x\":92,\"y\":42,\"w\":3,\"h\":3},{\"type\":\"build\",\"what\":\"police\",\"x\":92,\"y\":42},{\"type\":\"build\",\"what\":\"police\",\"x\":10,\"y\":40},{\"type\":\"build\",\"what\":\"park\",\"x\":13,\"y\":40},{\"type\":\"build\",\"what\":\"park\",\"x\":13,\"y\":43},{\"type\":\"tax\",\"rate\":7},{\"type\":\"funding\",\"road\":100,\"fire\":100,\"police\":100},{\"type\":\"zoom\",\"x\":88,\"y\":38}]}", "routed_model": "openai/gpt-5.6-luna", "usage": {"prompt_tokens": 4450, "completion_tokens": 776, "total_tokens": 5226, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 4448, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.00224796, "upstream_inference_prompt_cost": 0.00122364, "upstream_inference_completions_cost": 0.00102432}, "completion_tokens_details": {"reasoning_tokens": 516, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.00224796, "latency_s": 6.47, "thoughts": "Crime is concentrated around the east-side industrial/seaport district, where existing police coverage is weak. I will restore power to the unpowered eastern zones and place police stations near the hotspot and central residential areas while preserving most of the population and keeping taxes moderate.", "notes": "Police added near east crime hotspot after clearing industrial tiles; power line should connect eastern unpowered zones to the plant at (113,32). Recheck crime, population, demand, and January finances next turn.", "actions": [{"type": "power_line", "x1": 113, "y1": 32, "x2": 96, "y2": 42}, {"type": "bulldoze", "x": 92, "y": 42, "w": 3, "h": 3}, {"type": "build", "what": "police", "x": 92, "y": 42}, {"type": "build", "what": "police", "x": 10, "y": 40}, {"type": "build", "what": "park", "x": 13, "y": 40}, {"type": "build", "what": "park", "x": 13, "y": 43}, {"type": "tax", "rate": 7}, {"type": "funding", "road": 100, "fire": 100, "police": 100}, {"type": "zoom", "x": 88, "y": 38}], "actions_dropped": 0, "results": ["OK power_line (113,32)->(96,42): 8/28 tiles ok, $41; 1 blocked by coal power plant e.g. (113, 32); 4 blocked by industrial e.g. (109, 32); 3 blocked by road e.g. (106, 32); 1 blocked by rail e.g. (105, 32); 3 blocked by police station e.g. (104, 32); 3 blocked by fire station e.g. (100, 32); 5 blocked by residential e.g. (96, 32)", "OK bulldoze (92,42) 3x3: 8 tiles cleared, $8", "OK police at (92,42): ok", "OK police at (10,40): ok", "REJECTED park at (13,40): blocked by road (e.g. (13,40)); bulldoze first or pick another site", "REJECTED park at (13,43): blocked by road (e.g. (13,43)); bulldoze first or pick another site", "OK tax rate set to 7%", "OK funding set: road 100%, fire 100%, police 100%", "OK zoom view at (80,38) next turn"], "state": {"population_now": 61240, "funds": 10284, "score": 458, "tax": 7}, "info": {"unpowered_zones": 6, "zones_r": 134, "zones_c": 64, "zones_i": 95, "free_sites": 10}, "wall_s": 43.6} {"turn": 6, "date": "Apr 1973", "model": "openai/gpt-5.6-luna", "prompt": "TASK: Detroit, 1972. Competition from overseas and other economic factors pushed the once 'automobile capital of the world' into recession. Falling land values and unemployment drove crime in the inner city to chronic levels. You have $20,000 and 10 years to reduce crime and rebuild the industrial base. GOAL: the average crime level must be under 60 when the scenario is judged in 1982 (the scenario's own rule), AND the population then must be at least 25,000, a third of 1972's 76,000. (This eval adds the population floor: without it the scenario can be 'won' by letting the city empty out, which cuts crime.)\n\nDATE: Apr 1973 (turn 6 of 40; each turn = 3 months; deadline Jan 1982)\nFUNDS: $9,235 tax rate 7% funding: road 100%, fire 100%, police 100%\n last January's budget: tax income $1,499, requested road $2,536, fire $700, police $1,200; cash flow $-2,937/yr\nPOPULATION: 57,280 now (official census 61,820, Capital); residents 1168, commerce 69, industry 143 (engine units)\nZONES: residential 138, commercial 64, industrial 95; unpowered zones: 3\nDEMAND (-100..+100, positive = the city wants more of it): residential -70, commercial -100, industrial -100\nCITY SCORE (re-evaluated each January, like the official census): 458 / 1000 (change -79 at the last evaluation); approval 52%; top problems (share of citizens): crime 21%, taxes 13%, pollution 8%, traffic 4%\nAVERAGES (0-255, lower is better except land value): crime 86, pollution 63, traffic 28, land value 47\nSERVICES: coal plants 2, nuclear 3, police 14, fire stations 7, stadiums 1, seaports 1, airports 1; road tiles 2394, rail tiles 599; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 86); population must be >= 25,000\n\nBUILDINGS (top-left; * = unpowered): coal power plant x2: (44,74) (113,32); nuclear power plant x3: (107,95) (111,95) (115,95); police station x14: (10,40) (18,52) (35,40) (39,10) (47,14) (52,6) (56,44)* (85,66)* (92,42) (94,63)* (97,63)* (102,31) (108,86)* (114,86)*; fire station x7: (9,86) (18,14) (18,48) (43,19) (47,31) (64,48) (98,31); stadium x1: (87,53); seaport x1: (103,42); airport x1: (69,11)\nUNPOWERED ZONES (top-left): (8,3) (9,6) (64,6)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (67,6) (59,3) (51,77) (62,3) (70,6) (52,0) (48,0) (46,79) (10,43) (73,6)\nLARGE OPEN AREAS (top-left, size): (64,68) 21x21 (100,66) 20x20 (85,71) 15x15 (105,0) 15x15 (54,79) 10x10 (70,0) 9x9\nHOT SPOTS (value@tile range): crime: 250@(80-81,20-21) 250@(78-79,42-43) 250@(78-79,28-29); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15); traffic: 206@(68-69,50-51) 206@(68-69,46-47) 206@(38-39,26-27)\n\nMAP (1 char = 2x2 tiles; the char at column c, row r covers x=2c..2c+1, y=2r..2r+1).\nLegend: . empty land \" trees ~ water , rubble * fire w flood ! radiation # road = rail + power line R/C/I zones (lowercase = unpowered) E coal plant N nuclear P police F fire station S stadium O seaport A airport H hospital/church k park\n 0 10 20 30 40 50 60 70 80 90 100 110 <- x\ny= 0 .\"\"#\"\"\".\"\".\"\"\"#\"\"\"\"\".\"\"\"\"#\"\"...\"\"\"\"\"..\"\"\"\"\"\".\"\"\"#\".\"\"\"\"\"\"\"\"\"\ny= 2 .\"\"#rr\"\"\"\"\"\"\"\"#\"\"\"\"\".\"\"\"RRRR.\".\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"#\"\"\"\"\"\"\"..\"\"\ny= 4 .\"\"#rr\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"\"RRRRRR..\"\"\"\"\".\"\".\"\"\"\"\"CC#\"\"\"\"\"\"\"\"\"\".\ny= 6 .\"\"#rr\"\".\"\".\"\"#RRRRRRRIIIIPPIIIIrr\"\"..\"\"CC\"\"\"\"CC#CC.\"\"\"\"\"\"\".\ny= 8 \"\"\".rr#########RRRRRRRIIIIPPIIIIrr######CC#######CC.\"\".\"\"\"..\ny= 10 \"\"\".....#RRRRHHCC#RPPIIII#IIIIIIIIAAAAIIRRRR#RRRRRR....\"\"\"\"\"\ny= 12 ..\".....#RRRRHHCC#RPPIIII#IIIIIIIIAAAAIIRRRR#RRRRRR##..\"\"\"\"\"\ny= 14 \"\"\".++++#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#,,,#RR,,II\"\"\"\"\"\ny= 16 \"\"\"\"....#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#===#RR==II\"\"\"\"\"\ny= 18 \"\"\"\".RR.#RRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRHHRRRRII\"\"\"\ny= 20 ..\"\".RR.#RRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRHHRRRRIIII\"\ny= 22 \"\"\"\"#RR##RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#####RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#kkk#RRRRkkk=RRII\"\"\"\ny= 26 \"HHR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRHHRRRRIIIIII\"\ny= 28 .HHR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRHHRRRRIIIIII~\ny= 30 .####RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII###\"~\ny= 32 \"\"\"\"#RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII#EEE~\ny= 34 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#EEE~\ny= 36 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#\"~~~\ny= 38 \"\"\".####################################################~~~~\ny= 40 \"\"\".=PPRRRRRRRR=IPPCCRRCC#CCRRRRRRRRRRRRRRRR############~~~~\ny= 42 \"\"\"\"=PPRRRRRRRR#IPPCCRRCC#CCRRRRRRRRRRRRRRRRIIPPIIIOOOI#~~~~\ny= 44 \"\"\"\"=.#RRRRRRRRCCCCCCCCCC#CCPPkkk=RRRRRRRR#kIIPPIIIOOOI~~~~~\ny= 46 \"\"\"\"###RRRRRRRRCCCCCCCCCC#CCPP####RRRRRRRR+~+~~~~~~~~~~~~~~~\ny= 48 .RRR#RRHHFFRRHHCCCCCCCCCC#RRCCRRFFRRRR#~#~+++~~~~~~~~~~~~~~~\ny= 50 #RRR#RRHHFFRRHHCCCCCCCCCC#RRCCRRFFRRRR~~#~++\"\"~~~~~~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~~~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~+RRRSSS~~~~~~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#~~~~~RRRSSS~~~~~~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"k\"k~~~~~~~\"~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCCCCCCC#CCCC#~~~~~~~~\"\"\"~~~~~~k\"\"\"\".\"\"~~~~\ny= 62 \"\".\"IIII#IIIIIICCCCCCCCCC#CC~~~~~~~~~~~~~~~~~~~PPP\"\"\"...\"\"\"~\ny= 64 \"\"..IIII#IIIIIICCCCCC###=#~~~~~~~~~~~~~~~~~~~~\"PPP\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC+~~=#~~~~~~~~~~~~~~~~PPkk\"\"\"\"\"\".\"\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC##+~~=#~II~\"\"\"\"\"\"\"\"\"\"\"\"PP\"\"\"\"\".\"\"\"..\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~+~~=#III\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"kk\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~+~~=#IIRRR\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..\"\"IIII#IIIIIICC~~~IIEE=CC\"RRII\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"..\"\".\ny= 76 \"\"\"\"#############~~~IIEE=CC\"\"\"II\"\"\".\"......\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"\"\"IIII#IIIIII~~~~II#####\"\"\"\"\".\"\"\".\"\"\"..\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 80 \"\"\".IIII#IIIIII~~~~II#\"\"=#\"\".\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 82 \"\"\"\"IIII#IIII~~~~~\"##II+=CC..\"\"..\"\".\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"..\"\"\"\ny= 84 .\"\"\"IIII#IIII~~~~\"\"#III##CC\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\".\"\"\ny= 86 ~\"\".FFII#===~~~~\"\"##IICC=\"\"\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"PP\"PP\"\ny= 88 ~\"\"\"FFII=~==~~~.\"\"#\"\"#CC==============================PP=PP=\ny= 90 ~~\"\"II#~===~~~~.\"\"#\"\"#.\"\"\"\".\"\"\"\"\".=.\"\"\"\".\"\"\".\"\"\".\"\"\"\".\",,,,,\ny= 92 \"~~~II#~===~~~~\"\"\"#.\"#\"\"\"\"\"\"\"\"\"\"\".=\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\",,,,,\ny= 94 \".~~II#~===~~~\"\"\"\"#\"\"#\"\"\"\"\"\"\".\"\"\"\"=\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"NNNNNNN\ny= 96 \".\"\"II#~==~~~~\"\"\"\"#.\"#\"...\"\"\".\"\"\"\"=\"\"\".\"\"\"\".\"\".\"\"\"\"\"\"NNNNNNN\ny= 98 \"\"\"\"###+=+++++++++#++#++++++++++++=++++++++++++++++++NNNNNNN\n\nZOOM (full resolution, 1 char = 1 tile, top-left (80,38)):\n 8 9 0 1 \n 0123456789012345678901234567890123456789\ny= 38 #===#====#===#===#===#====#===#\"\"~~~~~~~\ny= 39 ###############################.~~~~~~~~\ny= 40 #RRR#RRR=#kkk#kk+#kkk#kkkk#kkk#~~~~~~~~~\ny= 41 #RRR#RRR#######################~~~~~~~~~\ny= 42 #RRR#RRR=IIIPPP#IIIIII#OOOOIII#~~~~~~~~~\ny= 43 #########IIIPPP#IIIIII#OOOOIII#~~~~~~~~~\ny= 44 #RRR#+kk=IIIPPP#IIIIII#OOOOIII~~~~~~~~~~\ny= 45 #RRR~+~~~+~~~~~~~~~~~~~OOOO~~~~~~~~~~~~~\ny= 46 #RRR~+~~~+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~\ny= 47 #~~~~+~~~+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~\ny= 48 #~~~~+~~~+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~\ny= 49 #~~~~+~+++~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~\ny= 50 #~~~~+.+\"\"\".~~~~~~~~~~~~~~~~~~~~~~~~~~~~\ny= 51 #~~~~+.+\"\"\"...~~~.~~~~~~~~~~~~~~~~~~~~~~\ny= 52 #~~~.+######~~....~~~~~~~~~~~~~~~~~~~~~~\ny= 53 #~...##SSSS#~~~~~.~~~~~~~~~~~\"\"~~~~~~~~~\ny= 54 #######SSSS#~~~~.~~~~~~~....\"\"\"\"~~~~~~~~\ny= 55 RRRRRR#SSSS#.~~.~~~~~~~~~~~~\"\"\"\"~~~~~~~~\ny= 56 RRRRRR#SSSS#...~~~~~~~~~~~~~~~~~~~~~~~~~\ny= 57 RRRRRR######.~~~~~~~~~~~~~~~~~~~~~~~~~~~\ny= 58 \"k\"\"k\"...~~~~~~~~~~..\"\"~~~~~~~~~~~~~~~~~\ny= 59 \"\"\"\"\"\"~~~~~~~~~~~~...\"\"\"\"\"~~~~~~~~~~~~~~\ny= 60 \"\"\"\"\"~~~~~~~~~~~~...\"\"\"\"\"\"...\"\"\"~~~~~~~~\ny= 61 \"\"\"\"~~~~~~~~~~~~k..\"\"\"\"\"\"....\"\"\"......~~\ny= 62 \"\"\"~~~~~~~~~~~~...\"\"\"\"\"\"\"..............~\n\nEVENTS SINCE LAST TURN: Heavy traffic reported. (at 74,31)\nRESULTS OF YOUR LAST ACTIONS: OK power_line (113,32)->(96,42): 8/28 tiles ok, $41; 1 blocked by coal power plant e.g. (113, 32); 4 blocked by industrial e.g. (109, 32); 3 blocked by road e.g. (106, 32); 1 blocked by rail e.g. (105, 32); 3 blocked by police station e.g. (104, 32); 3 blocked by fire station e.g. (100, 32); 5 blocked by residential e.g. (96, 32) | OK bulldoze (92,42) 3x3: 8 tiles cleared, $8 | OK police at (92,42): ok | OK police at (10,40): ok | REJECTED park at (13,40): blocked by road (e.g. (13,40)); bulldoze first or pick another site | REJECTED park at (13,43): blocked by road (e.g. (13,43)); bulldoze first or pick another site | OK tax rate set to 7% | OK funding set: road 100%, fire 100%, police 100% | OK zoom view at (80,38) next turn\nYOUR NOTES FROM LAST TURN: Police added near east crime hotspot after clearing industrial tiles; power line should connect eastern unpowered zones to the plant at (113,32). Recheck crime, population, demand, and January finances next turn.", "raw": "{\"thoughts\":\"Crime is concentrated around the dense central-east residential districts, so I will add police coverage near the three major hotspots and modestly lower taxes to support recovery and preserve population. I will also connect the remaining northern district to the eastern power network and add low-cost parks where possible.\",\"notes\":\"Police targeted near hotspots around (80,20), (78,28), and (78,42). Tax reduced to 5%; monitor January finances, crime, demand, and population. Eastern plant is near (113,32); northern unpowered zone at (64,6) may need staged power connection.\",\"actions\":[{\"type\":\"tax\",\"rate\":5},{\"type\":\"build\",\"what\":\"police\",\"x\":82,\"y\":20},{\"type\":\"build\",\"what\":\"police\",\"x\":76,\"y\":28},{\"type\":\"build\",\"what\":\"police\",\"x\":76,\"y\":42},{\"type\":\"build\",\"what\":\"park\",\"x\":64,\"y\":68},{\"type\":\"build\",\"what\":\"park\",\"x\":65,\"y\":68},{\"type\":\"build\",\"what\":\"park\",\"x\":66,\"y\":68},{\"type\":\"build\",\"what\":\"park\",\"x\":67,\"y\":68},{\"type\":\"build\",\"what\":\"park\",\"x\":68,\"y\":68},{\"type\":\"power_line\",\"x1\":113,\"y1\":32,\"x2\":80,\"y2\":32},{\"type\":\"power_line\",\"x1\":80,\"y1\":32,\"x2\":80,\"y2\":6},{\"type\":\"power_line\",\"x1\":80,\"y1\":6,\"x2\":64,\"y2\":6}]}", "routed_model": "openai/gpt-5.6-luna", "usage": {"prompt_tokens": 4577, "completion_tokens": 991, "total_tokens": 5568, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 4575, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.002566685, "upstream_inference_prompt_cost": 0.001258565, "upstream_inference_completions_cost": 0.00130812}, "completion_tokens_details": {"reasoning_tokens": 643, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.002566685, "latency_s": 10.54, "thoughts": "Crime is concentrated around the dense central-east residential districts, so I will add police coverage near the three major hotspots and modestly lower taxes to support recovery and preserve population. I will also connect the remaining northern district to the eastern power network and add low-cost parks where possible.", "notes": "Police targeted near hotspots around (80,20), (78,28), and (78,42). Tax reduced to 5%; monitor January finances, crime, demand, and population. Eastern plant is near (113,32); northern unpowered zone at (64,6) may need staged power connection.", "actions": [{"type": "tax", "rate": 5}, {"type": "build", "what": "police", "x": 82, "y": 20}, {"type": "build", "what": "police", "x": 76, "y": 28}, {"type": "build", "what": "police", "x": 76, "y": 42}, {"type": "build", "what": "park", "x": 64, "y": 68}, {"type": "build", "what": "park", "x": 65, "y": 68}, {"type": "build", "what": "park", "x": 66, "y": 68}, {"type": "build", "what": "park", "x": 67, "y": 68}, {"type": "build", "what": "park", "x": 68, "y": 68}, {"type": "power_line", "x1": 113, "y1": 32, "x2": 80, "y2": 32}, {"type": "power_line", "x1": 80, "y1": 32, "x2": 80, "y2": 6}, {"type": "power_line", "x1": 80, "y1": 6, "x2": 64, "y2": 6}], "actions_dropped": 0, "results": ["OK tax rate set to 5%", "REJECTED police at (82,20): blocked by industrial, road (e.g. (82,20)); bulldoze first or pick another site", "REJECTED police at (76,28): blocked by road, industrial (e.g. (76,28)); bulldoze first or pick another site", "REJECTED police at (76,42): blocked by road, residential (e.g. (76,42)); bulldoze first or pick another site", "OK park at (64,68): ok", "OK park at (65,68): ok", "OK park at (66,68): ok", "OK park at (67,68): ok", "OK park at (68,68): ok", "REJECTED power_line (113,32)->(80,32): 0/34 tiles ok, $0; 1 blocked by coal power plant e.g. (113, 32); 2 blocked by power line e.g. (112, 32); 8 blocked by road e.g. (110, 32); 3 blocked by industrial e.g. (109, 32); 2 blocked by rail e.g. (105, 32); 3 blocked by police station e.g. (104, 32); 3 blocked by fire station e.g. (100, 32); 12 blocked by residential e.g. (96, 32)", "OK power_line (80,32)->(80,6): 15/27 tiles ok, $75; 12 blocked by road e.g. (80, 32)", "OK power_line (80,6)->(64,6): 13/17 tiles ok, $70; 1 blocked by power line e.g. (80, 6); 3 blocked by residential e.g. (66, 6)"], "state": {"population_now": 57280, "funds": 9235, "score": 458, "tax": 7}, "info": {"unpowered_zones": 3, "zones_r": 138, "zones_c": 64, "zones_i": 95, "free_sites": 10}, "wall_s": 54.3} {"turn": 7, "date": "Jul 1973", "model": "openai/gpt-5.6-luna", "prompt": "TASK: Detroit, 1972. Competition from overseas and other economic factors pushed the once 'automobile capital of the world' into recession. Falling land values and unemployment drove crime in the inner city to chronic levels. You have $20,000 and 10 years to reduce crime and rebuild the industrial base. GOAL: the average crime level must be under 60 when the scenario is judged in 1982 (the scenario's own rule), AND the population then must be at least 25,000, a third of 1972's 76,000. (This eval adds the population floor: without it the scenario can be 'won' by letting the city empty out, which cuts crime.)\n\nDATE: Jul 1973 (turn 7 of 40; each turn = 3 months; deadline Jan 1982)\nFUNDS: $9,035 tax rate 5% funding: road 100%, fire 100%, police 100%\n last January's budget: tax income $1,499, requested road $2,536, fire $700, police $1,200; cash flow $-2,937/yr\nPOPULATION: 51,960 now (official census 61,820, Capital); residents 1070, commerce 65, industry 126 (engine units)\nZONES: residential 138, commercial 64, industrial 95; unpowered zones: 2\nDEMAND (-100..+100, positive = the city wants more of it): residential -86, commercial -94, industrial -100\nCITY SCORE (re-evaluated each January, like the official census): 458 / 1000 (change -79 at the last evaluation); approval 52%; top problems (share of citizens): crime 21%, taxes 13%, pollution 8%, traffic 4%\nAVERAGES (0-255, lower is better except land value): crime 79, pollution 59, traffic 28, land value 48\nSERVICES: coal plants 2, nuclear 3, police 14, fire stations 7, stadiums 1, seaports 1, airports 1; road tiles 2392, rail tiles 599; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 79); population must be >= 25,000\n\nBUILDINGS (top-left; * = unpowered): coal power plant x2: (44,74) (113,32); nuclear power plant x3: (107,95) (111,95) (115,95); police station x14: (10,40) (18,52) (35,40) (39,10) (47,14) (52,6) (56,44)* (85,66)* (92,42) (94,63)* (97,63)* (102,31) (108,86)* (114,86)*; fire station x7: (9,86) (18,14) (18,48) (43,19) (47,31) (64,48) (98,31); stadium x1: (87,53); seaport x1: (103,42); airport x1: (69,11)\nUNPOWERED ZONES (top-left): (8,3) (9,6)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (59,3) (51,77) (62,3) (52,0) (48,0) (46,79) (10,43) (26,6) (14,19) (30,3)\nLARGE OPEN AREAS (top-left, size): (100,66) 20x20 (64,69) 20x20 (84,71) 16x16 (105,0) 15x15 (54,78) 10x10 (18,0) 9x9\nHOT SPOTS (value@tile range): crime: 250@(78-79,42-43) 250@(76-77,44-45) 250@(76-77,40-41); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15); traffic: 206@(68-69,46-47) 206@(62-63,50-51) 206@(62-63,42-43)\n\nMAP (1 char = 2x2 tiles; the char at column c, row r covers x=2c..2c+1, y=2r..2r+1).\nLegend: . empty land \" trees ~ water , rubble * fire w flood ! radiation # road = rail + power line R/C/I zones (lowercase = unpowered) E coal plant N nuclear P police F fire station S stadium O seaport A airport H hospital/church k park\n 0 10 20 30 40 50 60 70 80 90 100 110 <- x\ny= 0 .\"\"#\"\"\".\"\".\"\"\"#\"\"\"\"\".\"\"\"\"#\"\"...\"\"\"\"\"..\"\"\"\"\"\".\"\"\"#\".\"\"\"\"\"\"\"\"\"\ny= 2 .\"\"#rr\"\"\"\"\"\"\"\"#\"\"\"\"\".\"\"\"RRRR.\".\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"#\"\"\"\"\"\"\"..\"\"\ny= 4 .\"\"#rr\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"\"RRRRRR..\"\"\"\"\".\"\".\"\"\"\"\"CC#\"\"\"\"\"\"\"\"\"\".\ny= 6 .\"\"#rr\"\".\"\".\"\"#RRRRRRRIIIIPPIIIIRR++++++CC\"\"\"\"CC#CC.\"\"\"\"\"\"\".\ny= 8 \"\"\".rr#########RRRRRRRIIIIPPIIIIRR######CC#######CC.\"\".\"\"\"..\ny= 10 \"\"\".....#RRRRHHCC#RPPIIII#IIIIIIIIAAAAIIRRRR#RRRRRR....\"\"\"\"\"\ny= 12 ..\".....#RRRRHHCC#RPPIIII#IIIIIIIIAAAAIIRRRR#RRRRRR##..\"\"\"\"\"\ny= 14 \"\"\".++++#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#,,,#RR,,II\"\"\"\"\"\ny= 16 \"\"\"\"....#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#===#RR==II\"\"\"\"\"\ny= 18 \"\"\"\".RR.#RRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRHHRRRRII\"\"\"\ny= 20 ..\"\".RR.#RRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRHHRRRRIIII\"\ny= 22 \"\"\"\"#RR##RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#####RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#kkk#RRRRkkk=RRII\"\"\"\ny= 26 \"HHR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRHHRRRRIIIIII\"\ny= 28 .HHR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRHHRRRRIIIIII~\ny= 30 .####RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII###\"~\ny= 32 \"\"\"\"#RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII#EEE~\ny= 34 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#EEE~\ny= 36 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#\"~~~\ny= 38 \"\"\".####################################################~~~~\ny= 40 \"\"\".=PPRRRRRRRR=IPPCCRRCC#CCRRRRRRRRRRRRRRRR############~~~~\ny= 42 \"\"\"\"=PPRRRRRRRR#IPPCCRRCC#CCRRRRRRRRRRRRRRRRIIPPIIIOOOI#~~~~\ny= 44 \"\"\"\"=.#RRRRRRRRCCCCCCCCCC#CCPPkkk=RRRRRRRR#kIIPPIIIOOOI~~~~~\ny= 46 \"\"\"\"###RRRRRRRRCCCCCCCCCC#CCPP####RRRRRRRR+~+~~~~~~~~~~~~~~~\ny= 48 .RRR#RRHHFFRRHHCCCCCCCCCC#RRCCRRFFRRRR#~#~+++~~~~~~~~~~~~~~~\ny= 50 #RRR#RRHHFFRRHHCCCCCCCCCC#RRCCRRFFRRRR~~#~++\"\"~~~~~~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~~~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~+RRRSSS~~~~~~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#~~~~~RRRSSS~~~~~~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"k\"k~~~~~~~\"~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCCCCCCC#CCCC#~~~~~~~~\"\"\"~~~~~~k\"\"\"\".\"\"~~~~\ny= 62 \"\".\"IIII#IIIIIICCCCCCCCCC#CC~~~~~~~~~~~~~~~~~~~PPP\"\"\"...\"\"\"~\ny= 64 \"\"..IIII#IIIIIICCCCCC###=#~~~~~~~~~~~~~~~~~~~~\"PPP\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC+~~=#~~~~~~~~~~~~~~~~PPkk\"\"\"\"\"\".\"\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC##+~~=#~II~\"\"kkk\"\"\"\"\"\"\"PP\"\"\"\"\".\"\"\"..\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~+~~=#III\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"kk\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~+~~=#IIRRR\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..\"\"IIII#IIIIIICC~~~IIEE=CC\"RRII\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"..\"\".\ny= 76 \"\"\"\"#############~~~IIEE=CC\"\"\"II\"\"\".\"......\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"\"\"IIII#IIIIII~~~~II#####\"\"\"\"\".\"\"\".\"\"\"..\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 80 \"\"\".IIII#IIIIII~~~~II#\"\"=#\"\".\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 82 \"\"\"\"IIII#IIII~~~~~\"##II+=CC..\"\"..\"\".\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"..\"\"\"\ny= 84 .\"\"\"IIII#IIII~~~~\"\"#III##CC\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\".\"\"\ny= 86 ~\"\".FFII#===~~~~\"\"##IICC=\"\"\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"PP\"PP\"\ny= 88 ~\"\"\"FFII=~==~~~.\"\"#\"\"#CC==============================PP=PP=\ny= 90 ~~\"\"II#~===~~~~.\"\"#\"\"#.\"\"\"\".\"\"\"\"\".=.\"\"\"\".\"\"\".\"\"\".\"\"\"\".\",,,,,\ny= 92 \"~~~II#~===~~~~\"\"\"#.\"#\"\"\"\"\"\"\"\"\"\"\".=\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\",,,,,\ny= 94 \".~~II#~===~~~\"\"\"\"#\"\"#\"\"\"\"\"\"\".\"\"\"\"=\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"NNNNNNN\ny= 96 \".\"\"II#~==~~~~\"\"\"\"#.\"#\"...\"\"\".\"\"\"\"=\"\"\".\"\"\"\".\"\".\"\"\"\"\"\"NNNNNNN\ny= 98 \"\"\"\"###+=+++++++++#++#++++++++++++=++++++++++++++++++NNNNNNN\n\nEVENTS SINCE LAST TURN: none\nRESULTS OF YOUR LAST ACTIONS: OK tax rate set to 5% | REJECTED police at (82,20): blocked by industrial, road (e.g. (82,20)); bulldoze first or pick another site | REJECTED police at (76,28): blocked by road, industrial (e.g. (76,28)); bulldoze first or pick another site | REJECTED police at (76,42): blocked by road, residential (e.g. (76,42)); bulldoze first or pick another site | OK park at (64,68): ok | OK park at (65,68): ok | OK park at (66,68): ok | OK park at (67,68): ok | OK park at (68,68): ok | REJECTED power_line (113,32)->(80,32): 0/34 tiles ok, $0; 1 blocked by coal power plant e.g. (113, 32); 2 blocked by power line e.g. (112, 32); 8 blocked by road e.g. (110, 32); 3 blocked by industrial e.g. (109, 32); 2 blocked by rail e.g. (105, 32); 3 blocked by police station e.g. (104, 32); 3 blocked by fire station e.g. (100, 32); 12 blocked by residential e.g. (96, 32) | OK power_line (80,32)->(80,6): 15/27 tiles ok, $75; 12 blocked by road e.g. (80, 32) | OK power_line (80,6)->(64,6): 13/17 tiles ok, $70; 1 blocked by power line e.g. (80, 6); 3 blocked by residential e.g. (66, 6)\nYOUR NOTES FROM LAST TURN: Police targeted near hotspots around (80,20), (78,28), and (78,42). Tax reduced to 5%; monitor January finances, crime, demand, and population. Eastern plant is near (113,32); northern unpowered zone at (64,6) may need staged power connection.", "raw": "{\"thoughts\":\"Crime is the urgent problem, while population remains safely above the required floor but demand is deeply negative. I will add police coverage at valid road-accessible sites, improve land value with inexpensive parks, and preserve cash for the recession and annual deficit.\",\"notes\":\"Police added at (10,43), (26,6), and (59,3); parks added in open eastern/southern areas. Recheck crime, population, demand, and January finances next turn.\",\"actions\":[{\"type\":\"build\",\"what\":\"police\",\"x\":10,\"y\":43},{\"type\":\"build\",\"what\":\"police\",\"x\":26,\"y\":6},{\"type\":\"build\",\"what\":\"police\",\"x\":59,\"y\":3},{\"type\":\"build\",\"what\":\"park\",\"x\":100,\"y\":66},{\"type\":\"build\",\"what\":\"park\",\"x\":101,\"y\":66},{\"type\":\"build\",\"what\":\"park\",\"x\":102,\"y\":66},{\"type\":\"build\",\"what\":\"park\",\"x\":103,\"y\":66},{\"type\":\"build\",\"what\":\"park\",\"x\":104,\"y\":66},{\"type\":\"build\",\"what\":\"park\",\"x\":105,\"y\":66},{\"type\":\"build\",\"what\":\"park\",\"x\":84,\"y\":71},{\"type\":\"build\",\"what\":\"park\",\"x\":85,\"y\":71},{\"type\":\"build\",\"what\":\"park\",\"x\":86,\"y\":71},{\"type\":\"build\",\"what\":\"park\",\"x\":87,\"y\":71},{\"type\":\"zoom\",\"x\":60,\"y\":35}]}", "routed_model": "openai/gpt-5.6-luna", "usage": {"prompt_tokens": 4217, "completion_tokens": 1268, "total_tokens": 5485, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 4215, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.002833325, "upstream_inference_prompt_cost": 0.001159565, "upstream_inference_completions_cost": 0.00167376}, "completion_tokens_details": {"reasoning_tokens": 937, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.002833325, "latency_s": 9.97, "thoughts": "Crime is the urgent problem, while population remains safely above the required floor but demand is deeply negative. I will add police coverage at valid road-accessible sites, improve land value with inexpensive parks, and preserve cash for the recession and annual deficit.", "notes": "Police added at (10,43), (26,6), and (59,3); parks added in open eastern/southern areas. Recheck crime, population, demand, and January finances next turn.", "actions": [{"type": "build", "what": "police", "x": 10, "y": 43}, {"type": "build", "what": "police", "x": 26, "y": 6}, {"type": "build", "what": "police", "x": 59, "y": 3}, {"type": "build", "what": "park", "x": 100, "y": 66}, {"type": "build", "what": "park", "x": 101, "y": 66}, {"type": "build", "what": "park", "x": 102, "y": 66}, {"type": "build", "what": "park", "x": 103, "y": 66}, {"type": "build", "what": "park", "x": 104, "y": 66}, {"type": "build", "what": "park", "x": 105, "y": 66}, {"type": "build", "what": "park", "x": 84, "y": 71}, {"type": "build", "what": "park", "x": 85, "y": 71}, {"type": "build", "what": "park", "x": 86, "y": 71}, {"type": "build", "what": "park", "x": 87, "y": 71}, {"type": "zoom", "x": 60, "y": 35}], "actions_dropped": 0, "results": ["OK police at (10,43): ok", "OK police at (26,6): ok", "OK police at (59,3): ok", "OK park at (100,66): ok", "OK park at (101,66): ok", "OK park at (102,66): ok", "OK park at (103,66): ok", "OK park at (104,66): ok", "OK park at (105,66): ok", "OK park at (84,71): ok", "OK park at (85,71): ok", "OK park at (86,71): ok", "OK park at (87,71): ok", "OK zoom view at (60,35) next turn"], "state": {"population_now": 51960, "funds": 9035, "score": 458, "tax": 5}, "info": {"unpowered_zones": 2, "zones_r": 138, "zones_c": 64, "zones_i": 95, "free_sites": 10}, "wall_s": 64.4} {"turn": 8, "date": "Oct 1973", "model": "openai/gpt-5.6-luna", "prompt": "TASK: Detroit, 1972. Competition from overseas and other economic factors pushed the once 'automobile capital of the world' into recession. Falling land values and unemployment drove crime in the inner city to chronic levels. You have $20,000 and 10 years to reduce crime and rebuild the industrial base. GOAL: the average crime level must be under 60 when the scenario is judged in 1982 (the scenario's own rule), AND the population then must be at least 25,000, a third of 1972's 76,000. (This eval adds the population floor: without it the scenario can be 'won' by letting the city empty out, which cuts crime.)\n\nDATE: Oct 1973 (turn 8 of 40; each turn = 3 months; deadline Jan 1982)\nFUNDS: $7,424 tax rate 5% funding: road 100%, fire 100%, police 100%\n last January's budget: tax income $1,499, requested road $2,536, fire $700, police $1,200; cash flow $-2,937/yr\nPOPULATION: 47,140 now (official census 61,820, Capital); residents 965, commerce 60, industry 114 (engine units)\nZONES: residential 138, commercial 64, industrial 95; unpowered zones: 2\nDEMAND (-100..+100, positive = the city wants more of it): residential -100, commercial -89, industrial -100\nCITY SCORE (re-evaluated each January, like the official census): 458 / 1000 (change -79 at the last evaluation); approval 52%; top problems (share of citizens): crime 21%, taxes 13%, pollution 8%, traffic 4%\nAVERAGES (0-255, lower is better except land value): crime 79, pollution 59, traffic 28, land value 48\nSERVICES: coal plants 2, nuclear 3, police 17, fire stations 7, stadiums 1, seaports 1, airports 1; road tiles 2370, rail tiles 599; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 79); population must be >= 25,000\n\nBUILDINGS (top-left; * = unpowered): coal power plant x2: (44,74) (113,32); nuclear power plant x3: (107,95) (111,95) (115,95); police station x17: (10,40) (10,43) (18,52) (26,6)* (35,40) (39,10) (47,14) (52,6) (56,44)* (59,3) (85,66)* (92,42) (94,63)* (97,63)* (102,31) (108,86)* (114,86)*; fire station x7: (9,86) (18,14) (18,48) (43,19) (47,31) (64,48) (98,31); stadium x1: (87,53); seaport x1: (103,42); airport x1: (69,11)\nUNPOWERED ZONES (top-left): (8,3) (9,6)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (51,77) (62,3) (48,0) (52,0) (46,79) (14,19) (30,3) (14,16) (23,6) (6,40)\nLARGE OPEN AREAS (top-left, size): (64,69) 20x20 (101,67) 19x19 (84,72) 17x17 (105,0) 15x15 (54,79) 10x10 (16,0) 9x9\nHOT SPOTS (value@tile range): crime: 250@(78-79,42-43) 250@(76-77,44-45) 250@(76-77,40-41); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15); traffic: 206@(76-77,34-35) 206@(62-63,42-43) 200@(74-75,34-35)\n\nMAP (1 char = 2x2 tiles; the char at column c, row r covers x=2c..2c+1, y=2r..2r+1).\nLegend: . empty land \" trees ~ water , rubble * fire w flood ! radiation # road = rail + power line R/C/I zones (lowercase = unpowered) E coal plant N nuclear P police F fire station S stadium O seaport A airport H hospital/church k park\n 0 10 20 30 40 50 60 70 80 90 100 110 <- x\ny= 0 .\"\"#\"\"\".\"\".\"\"\"#\"\"\"\"\".\"\"\"\"#\"\"...\"\"\"\"\"..\"\"\"\"\"\".\"\"\"#\".\"\"\"\"\"\"\"\"\"\ny= 2 .\"\"#rr\"\"\"\"\"\"\"\"#\"\"\"\"\".\"\"\"RRRR.PP\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"#\"\"\"\"\"\"\"..\"\"\ny= 4 .\"\"#rr\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"\"RRRRRPP.\"\"\"\"\".\"\".\"\"\"\"\"CC#\"\"\"\"\"\"\"\"\"\".\ny= 6 .\"\"#rr\"\".\"\".\"PPRRRRRRRIIIIPPIIIIRR++++++CC\"\"\"\"CC#CC.\"\"\"\"\"\"\".\ny= 8 \"\"\".rr#######PPRRRRRRRIIIIPPIIIIRR######CC#######CC.\"\".\"\"\"..\ny= 10 \"\"\".....#RRRRHHCC#RPPIIII#IIIIIIIIAAAAIIRRRR#RRRRRR....\"\"\"\"\"\ny= 12 ..\".....#RRRRHHCC#RPPIIII#IIIIIIIIAAAAIIRRRR#RRRRRR##..\"\"\"\"\"\ny= 14 \"\"\".++++#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#,,,#RR,,II\"\"\"\"\"\ny= 16 \"\"\"\"....#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#===#RR==II\"\"\"\"\"\ny= 18 \"\"\"\".RR.#RRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRHHRRRRII\"\"\"\ny= 20 ..\"\".RR.#RRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRHHRRRRIIII\"\ny= 22 \"\"\"\"#RR##RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#####RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#kkk#RRRRkkk=RRII\"\"\"\ny= 26 \"HHR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRHHRRRRIIIIII\"\ny= 28 .HHR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRHHRRRRIIIIII~\ny= 30 .####RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII###\"~\ny= 32 \"\"\"\"#RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII#EEE~\ny= 34 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#EEE~\ny= 36 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#\"~~~\ny= 38 \"\"\".####################################################~~~~\ny= 40 \"\"\".=PPRRRRRRRR=IPPCCRRCC#CCRRRRRRRRRRRRRRRR############~~~~\ny= 42 \"\"\"\"=PPRRRRRRRR#IPPCCRRCC#CCRRRRRRRRRRRRRRRRIIPPIIIOOOI#~~~~\ny= 44 \"\"\"\"=PPRRRRRRRRCCCCCCCCCC#CCPPkkk=RRRRRRRR#kIIPPIIIOOOI~~~~~\ny= 46 \"\"\"\"###RRRRRRRRCCCCCCCCCC#CCPP####RRRRRRRR+~+~~~~~~~~~~~~~~~\ny= 48 .RRR#RRHHFFRRHHCCCCCCCCCC#RRCCRRFFRRRR#~#~+++~~~~~~~~~~~~~~~\ny= 50 #RRR#RRHHFFRRHHCCCCCCCCCC#RRCCRRFFRRRR~~#~++\"\"~~~~~~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~~~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~+RRRSSS~~~~~~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#~~~~~RRRSSS~~~~~~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"k\"k~~~~~~~\"~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCCCCCCC#CCCC#~~~~~~~~\"\"\"~~~~~~k\"\"\"\".\"\"~~~~\ny= 62 \"\".\"IIII#IIIIIICCCCCCCCCC#CC~~~~~~~~~~~~~~~~~~~PPP\"\"\"...\"\"\"~\ny= 64 \"\"..IIII#IIIIIICCCCCC###=##~~~~~~~~~~~~~~~~~~~\"PPP\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC+~~=#~~~~~~~~~~~~~~~~PPkk\"\"\"\"kkk\"\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC##+~~=##II~\"\"kkk\"\"\"\"\"\"\"PP\"\"\"\"\".\"\"\"..\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~+~~=#III\"\"\"\"\"\"\"\"\"\"\"\"\"kkkk\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~+~~=#IIRRR\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..\"\"IIII#IIIIIICC~~~IIEE=CC\"RRII\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"..\"\".\ny= 76 \"\"\"\"#############~~~IIEE=CC\"\"\"II\"\"\".\"......\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"\"\"IIII#IIIIII~~~~II#####\"\"\"\"\".\"\"\".\"\"\"..\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 80 \"\"\".IIII#IIIIII~~~~II#\"\"=#\"\".\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 82 \"\"\"\"IIII#IIII~~~~~\"##II+=CC..\"\"..\"\".\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"..\"\"\"\ny= 84 .\"\"\"IIII#IIII~~~~\"\"#III##CC\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\".\"\"\ny= 86 ~\"\".FFII#===~~~~\"\"##IICC=\"\"\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"PP\"PP\"\ny= 88 ~\"\"\"FFII=~==~~~.\"\"#\"\"#CC==============================PP=PP=\ny= 90 ~~\"\"II#~===~~~~.\"\"#\"\"#.\"\"\"\".\"\"\"\"\".=.\"\"\"\".\"\"\".\"\"\".\"\"\"\".\",,,,,\ny= 92 \"~~~II#~===~~~~\"\"\"#.\"#\"\"\"\"\"\"\"\"\"\"\".=\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\",,,,,\ny= 94 \".~~II#~===~~~\"\"\"\"#\"\"#\"\"\"\"\"\"\".\"\"\"\"=\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"NNNNNNN\ny= 96 \".\"\"II#~==~~~~\"\"\"\"#.\"#\"...\"\"\".\"\"\"\"=\"\"\".\"\"\"\".\"\".\"\"\"\"\"\"NNNNNNN\ny= 98 \"\"\"\"###+=+++++++++#++#++++++++++++=++++++++++++++++++NNNNNNN\n\nZOOM (full resolution, 1 char = 1 tile, top-left (60,35)):\n 6 7 8 9 \n 0123456789012345678901234567890123456789\ny= 35 RRR#RRR=#RRR#RRR#RRR#RRR#RRR=#RRR#RRR#RR\ny= 36 RRR#RRR=#RRR#RRR#RRR#RRR#RRR=#RRR#RRR#RR\ny= 37 RRR#RRR=#RRR#RRR#RRR#RRR#RRR=#RRR#RRR#RR\ny= 38 ===#====#===#===#===#===#====#===#===#==\ny= 39 ########################################\ny= 40 RRR#RRR=#RRR#RRR#RRR#RRR#RRR=#kkk#kk+#kk\ny= 41 RRR#RRR=#RRR#RRR#RRR#RRR#RRR############\ny= 42 RRR#RRR=#RRR#RRR#RRR#RRR#RRR=IIIPPP#IIII\ny= 43 #############################IIIPPP#IIII\ny= 44 kkkkkkk=#RRR#RRR#RRR#RRR#+kk=IIIPPP#IIII\ny= 45 kkkkkkk=#RRR#RRR#RRR#RRR~+~~~+~~~~~~~~~~\ny= 46 kkkkkkk=#RRR#RRR#RRR#RRR~+~~~+~~~~~~~~~~\ny= 47 #####################~~~~+~~~+~~~~~~~~~~\ny= 48 RRR#FFF=#RRR#RRR#.~~#~~~~+~~~+~~~~~~~~~~\ny= 49 RRR#FFF=#RRR#RRR#~~~#~~~~+~+++~~~~~~~~~~\ny= 50 RRR#FFF=#RRR#RRR~~~~#~~~~+.+\"\"\".~~~~~~~~\ny= 51 ##############~~~~~~#~~~~+.+\"\"\"...~~~.~~\ny= 52 RRR#RRR=#RRR.~~~~~~~#~~~.+######~~....~~\ny= 53 RRR#RRR=#RRR~~~~~~~~#~...##SSSS#~~~~~.~~\ny= 54 RRR#RRR=#RRR~~~~~~~~#######SSSS#~~~~.~~~\ny= 55 ##########~~~~~~~~~+RRRRRR#SSSS#.~~.~~~~\ny= 56 kkk#RRR=#~~~~~~~~~~\"RRRRRR#SSSS#...~~~~~\ny= 57 RRR#RRR=~~~~~~~~..\"\"RRRRRR######.~~~~~~~\ny= 58 RRR#RRR~~~~~~~~~..\"\"\"k\"\"k\"...~~~~~~~~~~.\ny= 59 RRR#~~~~~~~~~~~.~~\"\"\"\"\"\"\"\"~~~~~~~~~~~~..\n\nEVENTS SINCE LAST TURN: Population has reached 10,000.\nRESULTS OF YOUR LAST ACTIONS: OK police at (10,43): ok | OK police at (26,6): ok | OK police at (59,3): ok | OK park at (100,66): ok | OK park at (101,66): ok | OK park at (102,66): ok | OK park at (103,66): ok | OK park at (104,66): ok | OK park at (105,66): ok | OK park at (84,71): ok | OK park at (85,71): ok | OK park at (86,71): ok | OK park at (87,71): ok | OK zoom view at (60,35) next turn\nYOUR NOTES FROM LAST TURN: Police added at (10,43), (26,6), and (59,3); parks added in open eastern/southern areas. Recheck crime, population, demand, and January finances next turn.", "raw": "{\"thoughts\":\"Crime remains the critical problem, especially the severe hotspot around the central-east residential blocks. I will preserve growth capacity, add low-cost parks in available areas to improve land value and crime, and reduce road funding modestly to slow the budget drain while maintaining police and fire effectiveness.\",\"notes\":\"Crime hotspot is around x76-79,y40-45. Existing police coverage is extensive; monitor whether crime falls after parks and check January finances. Keep tax at 5% and avoid expensive expansion until demand recovers.\",\"actions\":[{\"type\":\"funding\",\"road\":80,\"fire\":100,\"police\":100},{\"type\":\"build\",\"what\":\"park\",\"x\":51,\"y\":77},{\"type\":\"build\",\"what\":\"park\",\"x\":52,\"y\":77},{\"type\":\"build\",\"what\":\"park\",\"x\":53,\"y\":77},{\"type\":\"build\",\"what\":\"park\",\"x\":54,\"y\":77},{\"type\":\"build\",\"what\":\"park\",\"x\":55,\"y\":77},{\"type\":\"build\",\"what\":\"park\",\"x\":46,\"y\":79},{\"type\":\"build\",\"what\":\"park\",\"x\":47,\"y\":79},{\"type\":\"build\",\"what\":\"park\",\"x\":48,\"y\":79},{\"type\":\"build\",\"what\":\"park\",\"x\":49,\"y\":79},{\"type\":\"build\",\"what\":\"park\",\"x\":50,\"y\":79},{\"type\":\"build\",\"what\":\"park\",\"x\":14,\"y\":19},{\"type\":\"build\",\"what\":\"park\",\"x\":15,\"y\":19},{\"type\":\"build\",\"what\":\"park\",\"x\":16,\"y\":19},{\"type\":\"zoom\",\"x\":70,\"y\":35}]}", "routed_model": "openai/gpt-5.6-luna", "usage": {"prompt_tokens": 4635, "completion_tokens": 870, "total_tokens": 5505, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 4633, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.002422915, "upstream_inference_prompt_cost": 0.001274515, "upstream_inference_completions_cost": 0.0011484}, "completion_tokens_details": {"reasoning_tokens": 516, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.002422915, "latency_s": 9.78, "thoughts": "Crime remains the critical problem, especially the severe hotspot around the central-east residential blocks. I will preserve growth capacity, add low-cost parks in available areas to improve land value and crime, and reduce road funding modestly to slow the budget drain while maintaining police and fire effectiveness.", "notes": "Crime hotspot is around x76-79,y40-45. Existing police coverage is extensive; monitor whether crime falls after parks and check January finances. Keep tax at 5% and avoid expensive expansion until demand recovers.", "actions": [{"type": "funding", "road": 80, "fire": 100, "police": 100}, {"type": "build", "what": "park", "x": 51, "y": 77}, {"type": "build", "what": "park", "x": 52, "y": 77}, {"type": "build", "what": "park", "x": 53, "y": 77}, {"type": "build", "what": "park", "x": 54, "y": 77}, {"type": "build", "what": "park", "x": 55, "y": 77}, {"type": "build", "what": "park", "x": 46, "y": 79}, {"type": "build", "what": "park", "x": 47, "y": 79}, {"type": "build", "what": "park", "x": 48, "y": 79}, {"type": "build", "what": "park", "x": 49, "y": 79}, {"type": "build", "what": "park", "x": 50, "y": 79}, {"type": "build", "what": "park", "x": 14, "y": 19}, {"type": "build", "what": "park", "x": 15, "y": 19}, {"type": "build", "what": "park", "x": 16, "y": 19}, {"type": "zoom", "x": 70, "y": 35}], "actions_dropped": 0, "results": ["OK funding set: road 80%, fire 100%, police 100%", "OK park at (51,77): ok", "OK park at (52,77): ok", "OK park at (53,77): ok", "OK park at (54,77): ok", "OK park at (55,77): ok", "OK park at (46,79): ok", "OK park at (47,79): ok", "OK park at (48,79): ok", "REJECTED park at (49,79): blocked by rail (e.g. (49,79)); bulldoze first or pick another site", "REJECTED park at (50,79): blocked by road (e.g. (50,79)); bulldoze first or pick another site", "OK park at (14,19): ok", "OK park at (15,19): ok", "OK park at (16,19): ok", "OK zoom view at (70,35) next turn"], "state": {"population_now": 47140, "funds": 7424, "score": 458, "tax": 5}, "info": {"unpowered_zones": 2, "zones_r": 138, "zones_c": 64, "zones_i": 95, "free_sites": 10}, "wall_s": 74.4} {"turn": 9, "date": "Jan 1974", "model": "openai/gpt-5.6-luna", "prompt": "TASK: Detroit, 1972. Competition from overseas and other economic factors pushed the once 'automobile capital of the world' into recession. Falling land values and unemployment drove crime in the inner city to chronic levels. You have $20,000 and 10 years to reduce crime and rebuild the industrial base. GOAL: the average crime level must be under 60 when the scenario is judged in 1982 (the scenario's own rule), AND the population then must be at least 25,000, a third of 1972's 76,000. (This eval adds the population floor: without it the scenario can be 'won' by letting the city empty out, which cuts crime.)\n\nDATE: Jan 1974 (turn 9 of 40; each turn = 3 months; deadline Jan 1982)\nFUNDS: $3,717 tax rate 5% funding: road 80%, fire 100%, police 100%\n last January's budget: tax income $791, requested road $2,481, fire $700, police $1,700; cash flow $-4,090/yr\nPOPULATION: 42,460 now (official census 43,320, City); residents 891, commerce 55, industry 99 (engine units)\nZONES: residential 138, commercial 64, industrial 95; unpowered zones: 2\nDEMAND (-100..+100, positive = the city wants more of it): residential -100, commercial -91, industrial -100\nCITY SCORE (re-evaluated each January, like the official census): 386 / 1000 (change -72 at the last evaluation); approval 44%; top problems (share of citizens): crime 14%, taxes 11%, pollution 10%, housing costs 9%\nAVERAGES (0-255, lower is better except land value): crime 69, pollution 54, traffic 16, land value 50\nSERVICES: coal plants 2, nuclear 3, police 17, fire stations 7, stadiums 1, seaports 1, airports 1; road tiles 2379, rail tiles 599; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 69); population must be >= 25,000\n\nBUILDINGS (top-left; * = unpowered): coal power plant x2: (44,74) (113,32); nuclear power plant x3: (107,95) (111,95) (115,95); police station x17: (10,40) (10,43) (18,52) (26,6)* (35,40) (39,10) (47,14) (52,6) (56,44)* (59,3) (85,66)* (92,42) (94,63)* (97,63)* (102,31) (108,86)* (114,86)*; fire station x7: (9,86) (18,14) (18,48) (43,19) (47,31) (64,48) (98,31); stadium x1: (87,53); seaport x1: (103,42); airport x1: (69,11)\nUNPOWERED ZONES (top-left): (8,3) (9,6)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (62,3) (51,78) (48,0) (52,0) (30,3) (14,16) (23,6) (6,40) (36,81) (25,3)\nLARGE OPEN AREAS (top-left, size): (64,69) 20x20 (101,67) 19x19 (84,72) 17x17 (105,0) 15x15 (54,78) 10x10 (16,0) 9x9\nHOT SPOTS (value@tile range): crime: 250@(78-79,42-43) 250@(76-77,44-45) 250@(74-75,46-47); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15); traffic: 206@(72-73,30-31) 206@(62-63,42-43) 206@(24-25,68-69)\n\nMAP (1 char = 2x2 tiles; the char at column c, row r covers x=2c..2c+1, y=2r..2r+1).\nLegend: . empty land \" trees ~ water , rubble * fire w flood ! radiation # road = rail + power line R/C/I zones (lowercase = unpowered) E coal plant N nuclear P police F fire station S stadium O seaport A airport H hospital/church k park\n 0 10 20 30 40 50 60 70 80 90 100 110 <- x\ny= 0 .\"\"#\"\"\".\"\".\"\"\"#\"\"\"\"\".\"\"\"\"#\"\"...\"\"\"\"\"..\"\"\"\"\"\".\"\"\"#\".\"\"\"\"\"\"\"\"\"\ny= 2 .\"\"#rr\"\"\"\"\"\"\"\"#\"\"\"\"\".\"\"\"RRRR.PP\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"#\"\"\"\"\"\"\"..\"\"\ny= 4 .\"\"#rr\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"\"RRRRRPP.\"\"\"\"\".\"\".\"\"\"\"\"CC#\"\"\"\"\"\"\"\"\"\".\ny= 6 .\"\"#rr\"\".\"\".\"PPRRRRRRRIIIIPPIIIIRR++++++CC\"\"\"\"CC#CC.\"\"\"\"\"\"\".\ny= 8 \"\"\".rr#######PPRRRRRRRIIIIPPIIIIRR######CC#######CC.\"\".\"\"\"..\ny= 10 \"\"\".....#RRRRHHCC#RPPIIII#IIIIIIIIAAAAIIRRRR#RRRRRR....\"\"\"\"\"\ny= 12 ..\".....#RRRRHHCC#RPPIIII#IIIIIIIIAAAAIIRRRR#RRRRRR##..\"\"\"\"\"\ny= 14 \"\"\".++++#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#,,,#RR,,II\"\"\"\"\"\ny= 16 \"\"\"\"....#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#===#RR==II\"\"\"\"\"\ny= 18 \"\"\"\".RRk#RRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRHHRRRRII\"\"\"\ny= 20 ..\"\".RR.#RRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRHHRRRRIIII\"\ny= 22 \"\"\"\"#RR##RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#####RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#kkk#RRRRkkk=RRII\"\"\"\ny= 26 \"HHR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRHHRRRRIIIIII\"\ny= 28 .HHR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRHHRRRRIIIIII~\ny= 30 .####RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII###\"~\ny= 32 \"\"\"\"#RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII#EEE~\ny= 34 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#EEE~\ny= 36 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#\"~~~\ny= 38 \"\"\".####################################################~~~~\ny= 40 \"\"\".=PPRRRRRRRR=IPPCCRRCC#CCRRRRRRRRRRRRRRRR############~~~~\ny= 42 \"\"\"\"=PPRRRRRRRR#IPPCCRRCC#CCRRRRRRRRRRRRRRRRIIPPIIIOOOI#~~~~\ny= 44 \"\"\"\"=PPRRRRRRRRCCCCCCCCCC#CCPPkkk=RRRRRRRR#kIIPPIIIOOOI~~~~~\ny= 46 \"\"\"\"###RRRRRRRRCCCCCCCCCC#CCPP####RRRRRRRR+~+~~~~~~~~~~~~~~~\ny= 48 .RRR#RRHHFFRRHHCCCCCCCCCC#RRCCRRFFRRRR#~#~+++~~~~~~~~~~~~~~~\ny= 50 #RRR#RRHHFFRRHHCCCCCCCCCC#RRCCRRFFRRRR~~#~++\"\"~~~~~~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~~~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~+RRRSSS~~~~~~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#~~~~~RRRSSS~~~~~~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"k\"k~~~~~~~\"~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCCCCCCC#CCCC#~~~~~~~~\"\"\"~~~~~~k\"\"\"\".\"\"~~~~\ny= 62 \"\".\"IIII#IIIIIICCCCCCCCCC#CC~~~~~~~~~~~~~~~~~~~PPP\"\"\"...\"\"\"~\ny= 64 \"\"..IIII#IIIIIICCCCCC###=##~~~~~~~~~~~~~~~~~~~\"PPP\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC+~~=#~~~~~~~~~~~~~~~~PPkk\"\"\"\"kkk\"\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC##+~~=##II~\"\"kkk\"\"\"\"\"\"\"PP\"\"\"\"\".\"\"\"..\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~+~~=#III\"\"\"\"\"\"\"\"\"\"\"\"\"kkkk\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~+~~=#IIRRR\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..\"\"IIII#IIIIIICC~~~IIEE=CC\"RRII\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"..\"\".\ny= 76 \"\"\"\"#############~~~IIEE=CCk\"\"II\"\"\".\"......\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"\"\"IIII#IIIIII~~~~II#####\"\"\"\"\".\"\"\".\"\"\"..\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 80 \"\"\".IIII#IIIIII~~~~II#\"\"=#\"\".\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 82 \"\"\"\"IIII#IIII~~~~~\"##II+=CC..\"\"..\"\".\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"..\"\"\"\ny= 84 .\"\"\"IIII#IIII~~~~\"\"#III##CC\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\".\"\"\ny= 86 ~\"\".FFII#===~~~~\"\"##IICC=\"\"\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"PP\"PP\"\ny= 88 ~\"\"\"FFII=~==~~~.\"\"#\"\"#CC==============================PP=PP=\ny= 90 ~~\"\"II#~===~~~~.\"\"#\"\"#.\"\"\"\".\"\"\"\"\".=.\"\"\"\".\"\"\".\"\"\".\"\"\"\".\",,,,,\ny= 92 \"~~~II#~===~~~~\"\"\"#.\"#\"\"\"\"\"\"\"\"\"\"\".=\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\",,,,,\ny= 94 \".~~II#~===~~~\"\"\"\"#\"\"#\"\"\"\"\"\"\".\"\"\"\"=\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"NNNNNNN\ny= 96 \".\"\"II#~==~~~~\"\"\"\"#.\"#\"...\"\"\".\"\"\"\"=\"\"\".\"\"\"\".\"\".\"\"\"\"\"\"NNNNNNN\ny= 98 \"\"\"\"###+=+++++++++#++#++++++++++++=++++++++++++++++++NNNNNNN\n\nZOOM (full resolution, 1 char = 1 tile, top-left (70,35)):\n 7 8 9 0 \n 0123456789012345678901234567890123456789\ny= 35 RR#RRR#RRR#RRR#RRR=#RRR#RRR#RRR#RRR=#RRR\ny= 36 RR#RRR#RRR#RRR#RRR=#RRR#RRR#RRR#RRR=#RRR\ny= 37 RR#RRR#RRR#RRR#RRR=#RRR#RRR#RRR#RRR=#RRR\ny= 38 ==#===#===#===#====#===#===#===#====#===\ny= 39 ########################################\ny= 40 RR#RRR#RRR#RRR#RRR=#kkk#kk+#kkk#kkkk#kkk\ny= 41 RR#RRR#RRR#RRR#RRR######################\ny= 42 RR#RRR#RRR#RRR#RRR=IIIPPP#IIIIII#OOOOIII\ny= 43 ###################IIIPPP#IIIIII#OOOOIII\ny= 44 RR#RRR#RRR#RRR#+kk=IIIPPP#IIIIII#OOOOIII\ny= 45 RR#RRR#RRR#RRR~+~~~+~~~~~~~~~~~~~OOOO~~~\ny= 46 RR#RRR#RRR#RRR~+~~~+~~~~~~~~~~~~~~~~~~~~\ny= 47 ###########~~~~+~~~+~~~~~~~~~~~~~~~~~~~~\ny= 48 RR#RRR#.~~#~~~~+~~~+~~~~~~~~~~~~~~~~~~~~\ny= 49 RR#RRR#~~~#~~~~+~+++~~~~~~~~~~~~~~~~~~~~\ny= 50 RR#RRR~~~~#~~~~+.+\"\"\".~~~~~~~~~~~~~~~~~~\ny= 51 ####~~~~~~#~~~~+.+\"\"\"...~~~.~~~~~~~~~~~~\ny= 52 RR.~~~~~~~#~~~.+######~~....~~~~~~~~~~~~\ny= 53 RR~~~~~~~~#~...##SSSS#~~~~~.~~~~~~~~~~~\"\ny= 54 RR~~~~~~~~#######SSSS#~~~~.~~~~~~~....\"\"\ny= 55 ~~~~~~~~~+RRRRRR#SSSS#.~~.~~~~~~~~~~~~\"\"\ny= 56 ~~~~~~~~~\"RRRRRR#SSSS#...~~~~~~~~~~~~~~~\ny= 57 ~~~~~~..\"\"RRRRRR######.~~~~~~~~~~~~~~~~~\ny= 58 ~~~~~~..\"\"\"k\"\"k\"...~~~~~~~~~~..\"\"~~~~~~~\ny= 59 ~~~~~.~~\"\"\"\"\"\"\"\"~~~~~~~~~~~~...\"\"\"\"\"~~~~\n\nEVENTS SINCE LAST TURN: none\nRESULTS OF YOUR LAST ACTIONS: OK funding set: road 80%, fire 100%, police 100% | OK park at (51,77): ok | OK park at (52,77): ok | OK park at (53,77): ok | OK park at (54,77): ok | OK park at (55,77): ok | OK park at (46,79): ok | OK park at (47,79): ok | OK park at (48,79): ok | REJECTED park at (49,79): blocked by rail (e.g. (49,79)); bulldoze first or pick another site | REJECTED park at (50,79): blocked by road (e.g. (50,79)); bulldoze first or pick another site | OK park at (14,19): ok | OK park at (15,19): ok | OK park at (16,19): ok | OK zoom view at (70,35) next turn\nYOUR NOTES FROM LAST TURN: Crime hotspot is around x76-79,y40-45. Existing police coverage is extensive; monitor whether crime falls after parks and check January finances. Keep tax at 5% and avoid expensive expansion until demand recovers.", "raw": "{\"thoughts\":\"Crime remains the central problem, but the treasury cannot sustain current department funding. I will preserve police effectiveness, reduce road and fire funding to slow the deficit, raise taxes modestly, and restore power to the two unpowered zones without major expansion.\",\"notes\":\"Crime hotspot is x76-79,y40-47; existing police coverage is dense but no obvious buildable space there. Treasury is fragile: keep police at 100%, limit road/fire spending, avoid expensive zones and buildings, and recheck January finances and crime.\",\"actions\":[{\"type\":\"tax\",\"rate\":7},{\"type\":\"funding\",\"road\":35,\"fire\":75,\"police\":100},{\"type\":\"road\",\"x1\":8,\"y1\":3,\"x2\":47,\"y2\":3},{\"type\":\"road\",\"x1\":47,\"y1\":3,\"x2\":47,\"y2\":6},{\"type\":\"power_line\",\"x1\":8,\"y1\":3,\"x2\":47,\"y2\":3},{\"type\":\"power_line\",\"x1\":47,\"y1\":3,\"x2\":47,\"y2\":6},{\"type\":\"build\",\"what\":\"park\",\"x\":62,\"y\":3},{\"type\":\"build\",\"what\":\"park\",\"x\":63,\"y\":3},{\"type\":\"build\",\"what\":\"park\",\"x\":64,\"y\":3},{\"type\":\"build\",\"what\":\"park\",\"x\":54,\"y\":78},{\"type\":\"build\",\"what\":\"park\",\"x\":55,\"y\":78},{\"type\":\"build\",\"what\":\"park\",\"x\":56,\"y\":78},{\"type\":\"build\",\"what\":\"park\",\"x\":57,\"y\":78},{\"type\":\"zoom\",\"x\":70,\"y\":35}]}", "routed_model": "openai/gpt-5.6-luna", "usage": {"prompt_tokens": 4632, "completion_tokens": 1401, "total_tokens": 6033, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 4630, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.00312301, "upstream_inference_prompt_cost": 0.00127369, "upstream_inference_completions_cost": 0.00184932}, "completion_tokens_details": {"reasoning_tokens": 1034, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.00312301, "latency_s": 12.28, "thoughts": "Crime remains the central problem, but the treasury cannot sustain current department funding. I will preserve police effectiveness, reduce road and fire funding to slow the deficit, raise taxes modestly, and restore power to the two unpowered zones without major expansion.", "notes": "Crime hotspot is x76-79,y40-47; existing police coverage is dense but no obvious buildable space there. Treasury is fragile: keep police at 100%, limit road/fire spending, avoid expensive zones and buildings, and recheck January finances and crime.", "actions": [{"type": "tax", "rate": 7}, {"type": "funding", "road": 35, "fire": 75, "police": 100}, {"type": "road", "x1": 8, "y1": 3, "x2": 47, "y2": 3}, {"type": "road", "x1": 47, "y1": 3, "x2": 47, "y2": 6}, {"type": "power_line", "x1": 8, "y1": 3, "x2": 47, "y2": 3}, {"type": "power_line", "x1": 47, "y1": 3, "x2": 47, "y2": 6}, {"type": "build", "what": "park", "x": 62, "y": 3}, {"type": "build", "what": "park", "x": 63, "y": 3}, {"type": "build", "what": "park", "x": 64, "y": 3}, {"type": "build", "what": "park", "x": 54, "y": 78}, {"type": "build", "what": "park", "x": 55, "y": 78}, {"type": "build", "what": "park", "x": 56, "y": 78}, {"type": "build", "what": "park", "x": 57, "y": 78}, {"type": "zoom", "x": 70, "y": 35}], "actions_dropped": 0, "results": ["OK tax rate set to 7%", "OK funding set: road 35%, fire 75%, police 100%", "OK road (8,3)->(47,3): 36/40 tiles ok, $385; 3 blocked by residential e.g. (8, 3); 1 blocked by road e.g. (28, 3)", "OK road (47,3)->(47,6): 2/4 tiles ok, $20; 1 blocked by road e.g. (47, 3); 1 blocked by industrial e.g. (47, 6)", "OK power_line (8,3)->(47,3): 35/40 tiles ok, $175; 3 blocked by residential e.g. (8, 3); 2 blocked by road e.g. (28, 3)", "OK power_line (47,3)->(47,6): 2/4 tiles ok, $10; 1 blocked by road e.g. (47, 3); 1 blocked by industrial e.g. (47, 6)", "OK park at (62,3): ok", "OK park at (63,3): ok", "OK park at (64,3): ok", "OK park at (54,78): ok", "OK park at (55,78): ok", "OK park at (56,78): ok", "OK park at (57,78): ok", "OK zoom view at (70,35) next turn"], "state": {"population_now": 42460, "funds": 3717, "score": 386, "tax": 5}, "info": {"unpowered_zones": 2, "zones_r": 138, "zones_c": 64, "zones_i": 95, "free_sites": 10}, "wall_s": 86.8} {"turn": 10, "date": "Apr 1974", "model": "openai/gpt-5.6-luna", "prompt": "TASK: Detroit, 1972. Competition from overseas and other economic factors pushed the once 'automobile capital of the world' into recession. Falling land values and unemployment drove crime in the inner city to chronic levels. You have $20,000 and 10 years to reduce crime and rebuild the industrial base. GOAL: the average crime level must be under 60 when the scenario is judged in 1982 (the scenario's own rule), AND the population then must be at least 25,000, a third of 1972's 76,000. (This eval adds the population floor: without it the scenario can be 'won' by letting the city empty out, which cuts crime.)\n\nDATE: Apr 1974 (turn 10 of 40; each turn = 3 months; deadline Jan 1982)\nFUNDS: $3,053 tax rate 7% funding: road 35%, fire 75%, police 100%\n last January's budget: tax income $791, requested road $2,481, fire $700, police $1,700; cash flow $-4,090/yr\nPOPULATION: 39,220 now (official census 43,320, City); residents 849, commerce 50, industry 89 (engine units)\nZONES: residential 138, commercial 64, industrial 95; unpowered zones: 3\nDEMAND (-100..+100, positive = the city wants more of it): residential -100, commercial -100, industrial -100\nCITY SCORE (re-evaluated each January, like the official census): 386 / 1000 (change -72 at the last evaluation); approval 44%; top problems (share of citizens): crime 14%, taxes 11%, pollution 10%, housing costs 9%\nAVERAGES (0-255, lower is better except land value): crime 63, pollution 51, traffic 16, land value 52\nSERVICES: coal plants 2, nuclear 3, police 17, fire stations 7, stadiums 1, seaports 1, airports 1; road tiles 2393, rail tiles 599; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 63); population must be >= 25,000\n\nBUILDINGS (top-left; * = unpowered): coal power plant x2: (44,74) (113,32); nuclear power plant x3: (107,95) (111,95) (115,95); police station x17: (10,40) (10,43) (18,52) (26,6)* (35,40) (39,10) (47,14) (52,6) (56,44)* (59,3) (85,66)* (92,42) (94,63)* (97,63)* (102,31) (108,86)* (114,86)*; fire station x7: (9,86) (18,14) (18,48) (43,19) (47,31) (64,48) (98,31); stadium x1: (87,53); seaport x1: (103,42); airport x1: (69,11)\nUNPOWERED ZONES (top-left): (8,3) (9,6) (73,40)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (39,4) (36,4) (33,4) (51,78) (48,0) (52,0) (45,0) (42,0) (39,0) (36,0)\nLARGE OPEN AREAS (top-left, size): (64,69) 20x20 (101,67) 19x19 (84,72) 17x17 (105,0) 15x15 (54,79) 10x10 (84,0) 9x9\nHOT SPOTS (value@tile range): crime: 250@(78-79,42-43) 250@(76-77,44-45) 250@(74-75,46-47); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15); traffic: 206@(40-41,26-27) 206@(28-29,50-51) 172@(62-63,50-51)\n\nMAP (1 char = 2x2 tiles; the char at column c, row r covers x=2c..2c+1, y=2r..2r+1).\nLegend: . empty land \" trees ~ water , rubble * fire w flood ! radiation # road = rail + power line R/C/I zones (lowercase = unpowered) E coal plant N nuclear P police F fire station S stadium O seaport A airport H hospital/church k park\n 0 10 20 30 40 50 60 70 80 90 100 110 <- x\ny= 0 .\"\"#\"\"\".\"\".\"\"\"#\"\"\"\"\".\"\"\"\"#\"\"...\"\"\"\"\"..\"\"\"\"\"\".\"\"\"#\".\"\"\"\"\"\"\"\"\"\ny= 2 .\"\"#rr##################RRRR.PPkk\"\"\"..\"\"\"\"\"\"\"\"\"\"#\"\"\"\"\"\"\"..\"\"\ny= 4 .\"\"#rr\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"#RRRRRPP.\"\"\"\"\".\"\".\"\"\"\"\"CC#\"\"\"\"\"\"\"\"\"\".\ny= 6 .\"\"#rr\"\".\"\".\"PPRRRRRRRIIIIPPIIIIRR++++++CC\"\"\"\"CC#CC.\"\"\"\"\"\"\".\ny= 8 \"\"\".rr#######PPRRRRRRRIIIIPPIIIIRR######CC#######CC.\"\".\"\"\"..\ny= 10 \"\"\".....#RRRRHHCC#RPPIIII#IIIIIIIIAAAAIIRRRR#RRRRRR....\"\"\"\"\"\ny= 12 ..\".....#RRRRHHCC#RPPIIII#IIIIIIIIAAAAIIRRRR#RRRRRR##..\"\"\"\"\"\ny= 14 \"\"\".++++#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#,,,#RR,,II\"\"\"\"\"\ny= 16 \"\"\"\"....#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#===#RR==II\"\"\"\"\"\ny= 18 \"\"\"\".RRk#RRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRHHRRRRII\"\"\"\ny= 20 ..\"\".RR.#RRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRHHRRRRIIII\"\ny= 22 \"\"\"\"#RR##RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#####RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#kkk#RRRRkkk=RRII\"\"\"\ny= 26 \"HHR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRHHRRRRIIIIII\"\ny= 28 .HHR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRHHRRRRIIIIII~\ny= 30 .####RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII###\"~\ny= 32 \"\"\"\"#RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII#EEE~\ny= 34 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#EEE~\ny= 36 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#\"~~~\ny= 38 \"\"\".####################################################~~~~\ny= 40 \"\"\".=PPRRRRRRRR=IPPCCRRCC#CCRRRRRRRRrrRRRRRR############~~~~\ny= 42 \"\"\"\"=PPRRRRRRRR#IPPCCRRCC#CCRRRRRRRRrrRRRRRRIIPPIIIOOOI#~~~~\ny= 44 \"\"\"\"=PPRRRRRRRRCCCCCCCCCC#CCPPkkk=RRRRRRRR#kIIPPIIIOOOI~~~~~\ny= 46 \"\"\"\"###RRRRRRRRCCCCCCCCCC#CCPP####RRRRRRRR+~+~~~~~~~~~~~~~~~\ny= 48 .RRR#RRHHFFRRHHCCCCCCCCCC#RRCCRRFFRRRR#~#~+++~~~~~~~~~~~~~~~\ny= 50 #RRR#RRHHFFRRHHCCCCCCCCCC#RRCCRRFFRRRR~~#~++\"\"~~~~~~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~~~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~+RRRSSS~~~~~~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#~~~~~RRRSSS~~~~~~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"k\"k~~~~~~~\"~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCCCCCCC#CCCC#~~~~~~~~\"\"\"~~~~~~k\"\"\"\".\"\"~~~~\ny= 62 \"\".\"IIII#IIIIIICCCCCCCCCC#CC~~~~~~~~~~~~~~~~~~~PPP\"\"\"...\"\"\"~\ny= 64 \"\"..IIII#IIIIIICCCCCC###=##~~~~~~~~~~~~~~~~~~~\"PPP\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC+~~=#~~~~~~~~~~~~~~~~PPkk\"\"\"\"kkk\"\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC##+~~=##II~\"\"kkk\"\"\"\"\"\"\"PP\"\"\"\"\".\"\"\"..\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~+~~=#III\"\"\"\"\"\"\"\"\"\"\"\"\"kkkk\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~+~~=#IIRRR\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..\"\"IIII#IIIIIICC~~~IIEE=CC\"RRII\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"..\"\".\ny= 76 \"\"\"\"#############~~~IIEE=CCk\"\"II\"\"\".\"......\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"\"\"IIII#IIIIII~~~~II#####\"kk\"\".\"\"\".\"\"\"..\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 80 \"\"\".IIII#IIIIII~~~~II#\"\"=#\"\".\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 82 \"\"\"\"IIII#IIII~~~~~\"##II+=CC..\"\"..\"\".\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"..\"\"\"\ny= 84 .\"\"\"IIII#IIII~~~~\"\"#III##CC\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\".\"\"\ny= 86 ~\"\".FFII#===~~~~\"\"##IICC=\"\"\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"PP\"PP\"\ny= 88 ~\"\"\"FFII=~==~~~.\"\"#\"\"#CC==============================PP=PP=\ny= 90 ~~\"\"II#~===~~~~.\"\"#\"\"#.\"\"\"\".\"\"\"\"\".=.\"\"\"\".\"\"\".\"\"\".\"\"\"\".\",,,,,\ny= 92 \"~~~II#~===~~~~\"\"\"#.\"#\"\"\"\"\"\"\"\"\"\"\".=\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\",,,,,\ny= 94 \".~~II#~===~~~\"\"\"\"#\"\"#\"\"\"\"\"\"\".\"\"\"\"=\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"NNNNNNN\ny= 96 \".\"\"II#~==~~~~\"\"\"\"#.\"#\"...\"\"\".\"\"\"\"=\"\"\".\"\"\"\".\"\".\"\"\"\"\"\"NNNNNNN\ny= 98 \"\"\"\"###+=+++++++++#++#++++++++++++=++++++++++++++++++NNNNNNN\n\nZOOM (full resolution, 1 char = 1 tile, top-left (70,35)):\n 7 8 9 0 \n 0123456789012345678901234567890123456789\ny= 35 RR#RRR#RRR#RRR#RRR=#RRR#RRR#RRR#RRR=#RRR\ny= 36 RR#RRR#RRR#RRR#RRR=#RRR#RRR#RRR#RRR=#RRR\ny= 37 RR#RRR#RRR#RRR#RRR=#RRR#RRR#RRR#RRR=#RRR\ny= 38 ==#===#===#===#====#===#===#===#====#===\ny= 39 ########################################\ny= 40 RR#RRR#RRR#RRR#RRR=#kkk#kk+#kkk#kkkk#kkk\ny= 41 RR#RRR#RRR#RRR#RRR######################\ny= 42 RR#RRR#RRR#RRR#RRR=IIIPPP#IIIIII#OOOOIII\ny= 43 ###################IIIPPP#IIIIII#OOOOIII\ny= 44 RR#RRR#RRR#RRR#+kk=IIIPPP#IIIIII#OOOOIII\ny= 45 RR#RRR#RRR#RRR~+~~~+~~~~~~~~~~~~~OOOO~~~\ny= 46 RR#RRR#RRR#RRR~+~~~+~~~~~~~~~~~~~~~~~~~~\ny= 47 ###########~~~~+~~~+~~~~~~~~~~~~~~~~~~~~\ny= 48 RR#RRR#.~~##~~~+~~~+~~~~~~~~~~~~~~~~~~~~\ny= 49 RR#RRR#~~~~~~~~+~+++~~~~~~~~~~~~~~~~~~~~\ny= 50 RR#RRR~~~~#~~~~+.+\"\"\".~~~~~~~~~~~~~~~~~~\ny= 51 ####~~~~~~~~~~~+.+\"\"\"...~~~.~~~~~~~~~~~~\ny= 52 RR.~~~~~~~##~~.+######~~....~~~~~~~~~~~~\ny= 53 RR~~~~~~~~#~...##SSSS#~~~~~.~~~~~~~~~~~\"\ny= 54 RR~~~~~~~~#######SSSS#~~~~.~~~~~~~....\"\"\ny= 55 ~~~~~~~~~+RRRRRR#SSSS#.~~.~~~~~~~~~~~~\"\"\ny= 56 ~~~~~~~~~\"RRRRRR#SSSS#...~~~~~~~~~~~~~~~\ny= 57 ~~~~~~..\"\"RRRRRR######.~~~~~~~~~~~~~~~~~\ny= 58 ~~~~~~..\"\"\"k\"\"k\"...~~~~~~~~~~..\"\"~~~~~~~\ny= 59 ~~~~~.~~\"\"\"\"\"\"\"\"~~~~~~~~~~~~...\"\"\"\"\"~~~~\n\nEVENTS SINCE LAST TURN: none\nRESULTS OF YOUR LAST ACTIONS: OK tax rate set to 7% | OK funding set: road 35%, fire 75%, police 100% | OK road (8,3)->(47,3): 36/40 tiles ok, $385; 3 blocked by residential e.g. (8, 3); 1 blocked by road e.g. (28, 3) | OK road (47,3)->(47,6): 2/4 tiles ok, $20; 1 blocked by road e.g. (47, 3); 1 blocked by industrial e.g. (47, 6) | OK power_line (8,3)->(47,3): 35/40 tiles ok, $175; 3 blocked by residential e.g. (8, 3); 2 blocked by road e.g. (28, 3) | OK power_line (47,3)->(47,6): 2/4 tiles ok, $10; 1 blocked by road e.g. (47, 3); 1 blocked by industrial e.g. (47, 6) | OK park at (62,3): ok | OK park at (63,3): ok | OK park at (64,3): ok | OK park at (54,78): ok | OK park at (55,78): ok | OK park at (56,78): ok | OK park at (57,78): ok | OK zoom view at (70,35) next turn\nYOUR NOTES FROM LAST TURN: Crime hotspot is x76-79,y40-47; existing police coverage is dense but no obvious buildable space there. Treasury is fragile: keep police at 100%, limit road/fire spending, avoid expensive zones and buildings, and recheck January finances and crime.", "raw": "{\"thoughts\":\"Treasury is fragile, so I will reduce annual departmental costs while preserving full police effectiveness. I\u2019ll power the isolated zone near the crime area and add inexpensive parks in the open southeast area to improve land value and help crime and population retention.\",\"notes\":\"Crime hotspot remains around x74-79,y40-47. Keep police at 100%; road funding can remain minimal. Check January finances, crime, and whether the three unpowered zones have recovered.\",\"actions\":[{\"type\":\"funding\",\"road\":0,\"fire\":50,\"police\":100},{\"type\":\"power_line\",\"x1\":73,\"y1\":40,\"x2\":73,\"y2\":38},{\"type\":\"build\",\"what\":\"park\",\"x\":84,\"y\":72},{\"type\":\"build\",\"what\":\"park\",\"x\":85,\"y\":72},{\"type\":\"build\",\"what\":\"park\",\"x\":86,\"y\":72},{\"type\":\"build\",\"what\":\"park\",\"x\":87,\"y\":72},{\"type\":\"build\",\"what\":\"park\",\"x\":88,\"y\":72},{\"type\":\"build\",\"what\":\"park\",\"x\":84,\"y\":73},{\"type\":\"build\",\"what\":\"park\",\"x\":85,\"y\":73},{\"type\":\"build\",\"what\":\"park\",\"x\":86,\"y\":73},{\"type\":\"build\",\"what\":\"park\",\"x\":87,\"y\":73},{\"type\":\"build\",\"what\":\"park\",\"x\":88,\"y\":73},{\"type\":\"zoom\",\"x\":70,\"y\":35}]}", "routed_model": "openai/gpt-5.6-luna", "usage": {"prompt_tokens": 4755, "completion_tokens": 1470, "total_tokens": 6225, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 4753, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.003247915, "upstream_inference_prompt_cost": 0.001307515, "upstream_inference_completions_cost": 0.0019404}, "completion_tokens_details": {"reasoning_tokens": 1150, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.003247915, "latency_s": 15.76, "thoughts": "Treasury is fragile, so I will reduce annual departmental costs while preserving full police effectiveness. I\u2019ll power the isolated zone near the crime area and add inexpensive parks in the open southeast area to improve land value and help crime and population retention.", "notes": "Crime hotspot remains around x74-79,y40-47. Keep police at 100%; road funding can remain minimal. Check January finances, crime, and whether the three unpowered zones have recovered.", "actions": [{"type": "funding", "road": 0, "fire": 50, "police": 100}, {"type": "power_line", "x1": 73, "y1": 40, "x2": 73, "y2": 38}, {"type": "build", "what": "park", "x": 84, "y": 72}, {"type": "build", "what": "park", "x": 85, "y": 72}, {"type": "build", "what": "park", "x": 86, "y": 72}, {"type": "build", "what": "park", "x": 87, "y": 72}, {"type": "build", "what": "park", "x": 88, "y": 72}, {"type": "build", "what": "park", "x": 84, "y": 73}, {"type": "build", "what": "park", "x": 85, "y": 73}, {"type": "build", "what": "park", "x": 86, "y": 73}, {"type": "build", "what": "park", "x": 87, "y": 73}, {"type": "build", "what": "park", "x": 88, "y": 73}, {"type": "zoom", "x": 70, "y": 35}], "actions_dropped": 0, "results": ["OK funding set: road 0%, fire 50%, police 100%", "OK power_line (73,40)->(73,38): 2/3 tiles ok, $10; 1 blocked by residential e.g. (73, 40)", "OK park at (84,72): ok", "OK park at (85,72): ok", "OK park at (86,72): ok", "OK park at (87,72): ok", "OK park at (88,72): ok", "OK park at (84,73): ok", "OK park at (85,73): ok", "OK park at (86,73): ok", "OK park at (87,73): ok", "OK park at (88,73): ok", "OK zoom view at (70,35) next turn"], "state": {"population_now": 39220, "funds": 3053, "score": 386, "tax": 7}, "info": {"unpowered_zones": 3, "zones_r": 138, "zones_c": 64, "zones_i": 95, "free_sites": 10}, "wall_s": 102.8} {"turn": 11, "date": "Jul 1974", "model": "openai/gpt-5.6-luna", "prompt": "TASK: Detroit, 1972. Competition from overseas and other economic factors pushed the once 'automobile capital of the world' into recession. Falling land values and unemployment drove crime in the inner city to chronic levels. You have $20,000 and 10 years to reduce crime and rebuild the industrial base. GOAL: the average crime level must be under 60 when the scenario is judged in 1982 (the scenario's own rule), AND the population then must be at least 25,000, a third of 1972's 76,000. (This eval adds the population floor: without it the scenario can be 'won' by letting the city empty out, which cuts crime.)\n\nDATE: Jul 1974 (turn 11 of 40; each turn = 3 months; deadline Jan 1982)\nFUNDS: $2,933 tax rate 7% funding: road 0%, fire 50%, police 100%\n last January's budget: tax income $791, requested road $2,481, fire $700, police $1,700; cash flow $-4,090/yr\nPOPULATION: 35,420 now (official census 43,320, City); residents 779, commerce 44, industry 80 (engine units)\nZONES: residential 138, commercial 64, industrial 95; unpowered zones: 2\nDEMAND (-100..+100, positive = the city wants more of it): residential -100, commercial -100, industrial -100\nCITY SCORE (re-evaluated each January, like the official census): 386 / 1000 (change -72 at the last evaluation); approval 44%; top problems (share of citizens): crime 14%, taxes 11%, pollution 10%, housing costs 9%\nAVERAGES (0-255, lower is better except land value): crime 63, pollution 51, traffic 16, land value 53\nSERVICES: coal plants 2, nuclear 3, police 17, fire stations 7, stadiums 1, seaports 1, airports 1; road tiles 2423, rail tiles 598; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 63); population must be >= 25,000\n\nBUILDINGS (top-left; * = unpowered): coal power plant x2: (44,74) (113,32); nuclear power plant x3: (107,95) (111,95) (115,95); police station x17: (10,40) (10,43) (18,52) (26,6)* (35,40) (39,10) (47,14) (52,6) (56,44)* (59,3) (85,66)* (92,42) (94,63)* (97,63)* (102,31) (108,86)* (114,86)*; fire station x7: (9,86) (18,14) (18,48) (43,19) (47,31) (64,48) (98,31); stadium x1: (87,53); seaport x1: (103,42); airport x1: (69,11)\nUNPOWERED ZONES (top-left): (8,3) (9,6)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (39,4) (36,4) (33,4) (51,78) (48,0) (52,0) (45,0) (42,0) (39,0) (36,0)\nLARGE OPEN AREAS (top-left, size): (64,69) 20x20 (100,67) 19x19 (85,74) 15x15 (105,0) 15x15 (54,79) 10x10 (84,0) 9x9\nHOT SPOTS (value@tile range): crime: 250@(78-79,42-43) 250@(76-77,44-45) 250@(74-75,46-47); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15); traffic: 206@(62-63,54-55) 206@(62-63,50-51) 186@(58-59,42-43)\n\nMAP (1 char = 2x2 tiles; the char at column c, row r covers x=2c..2c+1, y=2r..2r+1).\nLegend: . empty land \" trees ~ water , rubble * fire w flood ! radiation # road = rail + power line R/C/I zones (lowercase = unpowered) E coal plant N nuclear P police F fire station S stadium O seaport A airport H hospital/church k park\n 0 10 20 30 40 50 60 70 80 90 100 110 <- x\ny= 0 .\"\"#\"\"\".\"\".\"\"\"#\"\"\"\"\".\"\"\"\"#\"\"...\"\"\"\"\"..\"\"\"\"\"\".\"\"\"#\".\"\"\"\"\"\"\"\"\"\ny= 2 .\"\"#rr##################RRRR.PPkk\"\"\"..\"\"\"\"\"\"\"\"\"\"#\"\"\"\"\"\"\"..\"\"\ny= 4 .\"\"#rr\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"#RRRRRPP.\"\"\"\"\".\"\".\"\"\"\"\"CC#\"\"\"\"\"\"\"\"\"\".\ny= 6 .\"\"#rr\"\".\"\".\"PPRRRRRRRIIIIPPIIIIRR++++++CC\"\"\"\"CC#CC.\"\"\"\"\"\"\".\ny= 8 \"\"\".rr#######PPRRRRRRRIIIIPPIIIIRR######CC#######CC.\"\".\"\"\"..\ny= 10 \"\"\".....#RRRRHHCC#RPPIIII#IIIIIIIIAAAAIIRRRR#RRRRRR....\"\"\"\"\"\ny= 12 ..\".....#RRRRHHCC#RPPIIII#IIIIIIIIAAAAIIRRRR#RRRRRR##..\"\"\"\"\"\ny= 14 \"\"\".++++#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#,,,#RR,,II\"\"\"\"\"\ny= 16 \"\"\"\"....#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#===#RR==II\"\"\"\"\"\ny= 18 \"\"\"\".RRk#RRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRHHRRRRII\"\"\"\ny= 20 ..\"\".RR.#RRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRHHRRRRIIII\"\ny= 22 \"\"\"\"#RR##RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#####RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#kkk#RRRRkkk=RRII\"\"\"\ny= 26 \"HHR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRHHRRRRIIIIII\"\ny= 28 .HHR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRHHRRRRIIIIII~\ny= 30 .####RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII###\"~\ny= 32 \"\"\"\"#RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII#EEE~\ny= 34 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#EEE~\ny= 36 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#\"~~~\ny= 38 \"\"\".####################################################~~~~\ny= 40 \"\"\".=PPRRRRRRRR=IPPCCRRCC#CCRRRRRRRRRRRRRRRR############~~~~\ny= 42 \"\"\"\"=PPRRRRRRRR#IPPCCRRCC#CCRRRRRRRRRRRRRRRRIIPPIIIOOOI#~~~~\ny= 44 \"\"\"\"=PPRRRRRRRRCCCCCCCCCC#CCPPkkk=RRRRRRRR#kIIPPIIIOOOI~~~~~\ny= 46 \"\"\"\"###RRRRRRRRCCCCCCCCCC#CCPP####RRRRRRRR+~+~~~~~~~~~~~~~~~\ny= 48 .RRR#RRHHFFRRHHCCCCCCCCCC#RRCCRRFFRRRR#~#~+++~~~~~~~~~~~~~~~\ny= 50 #RRR#RRHHFFRRHHCCCCCCCCCC#RRCCRRFFRRRR~~#~++\"\"~~~~~~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~~~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~+RRRSSS~~~~~~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#~~~~~RRRSSS~~~~~~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"k\"k~~~~~~~\"~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCCCCCCC#CCCC#~~~~~~~~\"\"\"~~~~~~k\"\"\"\".\"\"~~~~\ny= 62 \"\".\"IIII#IIIIIICCCCCCCCCC#CC~~~~~~~~~~~~~~~~~~~PPP\"\"\"...\"\"\"~\ny= 64 \"\"..IIII#IIIIIICCCCCC###=#~~~~~~~~~~~~~~~~~~~~\"PPP\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC+~~=#~~~~~~~~~~~~~~~~PPkk\"\"\"\"kkk\"\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC##+~~=#~II~\"\"kkk\"\"\"\"\"\"\"PP\"\"\"\"\".\"\"\"..\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~+~~=#III\"\"\"\"\"\"\"\"\"\"\"\"\"kkkk\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~+~~=#IIRRR\"\"\"\"\"\"\"\"\"\"\"kkk\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..\"\"IIII#IIIIIICC~~~IIEE=CC\"RRII\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"..\"\".\ny= 76 \"\"\"\"#############~~~IIEE=CCk\"\"II\"\"\".\"......\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"\"\"IIII#IIIIII~~~~II#####\"kk\"\".\"\"\".\"\"\"..\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 80 \"\"\".IIII#IIIIII~~~~II#\"\"=#\"\".\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 82 \"\"\"\"IIII#IIII~~~~~\"##II+=CC..\"\"..\"\".\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"..\"\"\"\ny= 84 .\"\"\"IIII#IIII~~~~\"\"#III##CC\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\".\"\"\ny= 86 ~\"\".FFII#===~~~~\"\"##IICC=\"\"\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"PP\"PP\"\ny= 88 ~\"\"\"FFII=~==~~~.\"\"#\"\"#CC==============================PP=PP=\ny= 90 ~~\"\"II#~===~~~~.\"\"#\"\"#.\"\"\"\".\"\"\"\"\".=.\"\"\"\".\"\"\".\"\"\".\"\"\"\".\",,,,,\ny= 92 \"~~~II#~===~~~~\"\"\"#.\"#\"\"\"\"\"\"\"\"\"\"\".=\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\",,,,,\ny= 94 \".~~II#~===~~~\"\"\"\"#\"\"#\"\"\"\"\"\"\".\"\"\"\"=\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"NNNNNNN\ny= 96 \".\"\"II#~==~~~~\"\"\"\"#.\"#\"...\"\"\".\"\"\"\"=\"\"\".\"\"\"\".\"\".\"\"\"\"\"\"NNNNNNN\ny= 98 \"\"\"\"###+=+++++++++#++#++++++++++++=++++++++++++++++++NNNNNNN\n\nZOOM (full resolution, 1 char = 1 tile, top-left (70,35)):\n 7 8 9 0 \n 0123456789012345678901234567890123456789\ny= 35 RR#RRR#RRR#RRR#RRR=#RRR#RRR#RRR#RRR=#RRR\ny= 36 RR#RRR#RRR#RRR#RRR=#RRR#RRR#RRR#RRR=#RRR\ny= 37 RR#RRR#RRR#RRR#RRR=#RRR#RRR#RRR#RRR=#RRR\ny= 38 ==#===#===#===#====#===#===#===#====#===\ny= 39 ########################################\ny= 40 RR#RRR#RRR#RRR#RRR=#kkk#kk+#kkk#kkkk#kkk\ny= 41 RR#RRR#RRR#RRR#RRR######################\ny= 42 RR#RRR#RRR#RRR#RRR=IIIPPP#IIIIII#OOOOIII\ny= 43 ###################IIIPPP#IIIIII#OOOOIII\ny= 44 RR#RRR#RRR#RRR#+kk=IIIPPP#IIIIII#OOOOIII\ny= 45 RR#RRR#RRR#RRR~+~~~+~~~~~~~~~~~~~OOOO~~~\ny= 46 RR#RRR#RRR#RRR~+~~~+~~~~~~~~~~~~~~~~~~~~\ny= 47 ###########~~~~+~~~+~~~~~~~~~~~~~~~~~~~~\ny= 48 RR#RRR#.~~##~~~+~~~+~~~~~~~~~~~~~~~~~~~~\ny= 49 RR#RRR#~~~~~~~~+~+++~~~~~~~~~~~~~~~~~~~~\ny= 50 RR#RRR~~~~#~~~~+.+\"\"\".~~~~~~~~~~~~~~~~~~\ny= 51 ####~~~~~~~~~~~+.+\"\"\"...~~~.~~~~~~~~~~~~\ny= 52 RR.~~~~~~~##~~.+######~~....~~~~~~~~~~~~\ny= 53 RR~~~~~~~~#~...##SSSS#~~~~~.~~~~~~~~~~~\"\ny= 54 RR~~~~~~~~#######SSSS#~~~~.~~~~~~~....\"\"\ny= 55 ~~~~~~~~~+RRRRRR#SSSS#.~~.~~~~~~~~~~~~\"\"\ny= 56 ~~~~~~~~~\"RRRRRR#SSSS#...~~~~~~~~~~~~~~~\ny= 57 ~~~~~~..\"\"RRRRRR######.~~~~~~~~~~~~~~~~~\ny= 58 ~~~~~~..\"\"\"k\"\"k\"...~~~~~~~~~~..\"\"~~~~~~~\ny= 59 ~~~~~.~~\"\"\"\"\"\"\"\"~~~~~~~~~~~~...\"\"\"\"\"~~~~\n\nEVENTS SINCE LAST TURN: Heavy traffic reported. (at 63,31)\nRESULTS OF YOUR LAST ACTIONS: OK funding set: road 0%, fire 50%, police 100% | OK power_line (73,40)->(73,38): 2/3 tiles ok, $10; 1 blocked by residential e.g. (73, 40) | OK park at (84,72): ok | OK park at (85,72): ok | OK park at (86,72): ok | OK park at (87,72): ok | OK park at (88,72): ok | OK park at (84,73): ok | OK park at (85,73): ok | OK park at (86,73): ok | OK park at (87,73): ok | OK park at (88,73): ok | OK zoom view at (70,35) next turn\nYOUR NOTES FROM LAST TURN: Crime hotspot remains around x74-79,y40-47. Keep police at 100%; road funding can remain minimal. Check January finances, crime, and whether the three unpowered zones have recovered.", "raw": "{\"thoughts\":\"Crime is only modestly above target, so preserving the treasury and improving land value are safer than demolishing occupied inner-city zones for another police station. I will raise taxes slightly for stability, reduce fire spending while keeping police fully funded, and add inexpensive parks in the open southern area to support land values and population retention.\",\"notes\":\"Crime hotspot remains around x74-79,y40-47; keep police at 100%. Tax moved to 8%; fire reduced to 25% to slow deficit. Parks added near (64,69); monitor crime, population, demand, and January finances.\",\"actions\":[{\"type\":\"tax\",\"rate\":8},{\"type\":\"funding\",\"road\":0,\"fire\":25,\"police\":100},{\"type\":\"build\",\"what\":\"park\",\"x\":64,\"y\":69},{\"type\":\"build\",\"what\":\"park\",\"x\":65,\"y\":69},{\"type\":\"build\",\"what\":\"park\",\"x\":66,\"y\":69},{\"type\":\"build\",\"what\":\"park\",\"x\":67,\"y\":69},{\"type\":\"build\",\"what\":\"park\",\"x\":68,\"y\":69},{\"type\":\"build\",\"what\":\"park\",\"x\":64,\"y\":70},{\"type\":\"build\",\"what\":\"park\",\"x\":65,\"y\":70},{\"type\":\"build\",\"what\":\"park\",\"x\":66,\"y\":70},{\"type\":\"build\",\"what\":\"park\",\"x\":67,\"y\":70},{\"type\":\"build\",\"what\":\"park\",\"x\":68,\"y\":70},{\"type\":\"zoom\",\"x\":70,\"y\":35}]}", "routed_model": "openai/gpt-5.6-luna", "usage": {"prompt_tokens": 4599, "completion_tokens": 1312, "total_tokens": 5911, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 4597, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.002996455, "upstream_inference_prompt_cost": 0.001264615, "upstream_inference_completions_cost": 0.00173184}, "completion_tokens_details": {"reasoning_tokens": 980, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.002996455, "latency_s": 13.32, "thoughts": "Crime is only modestly above target, so preserving the treasury and improving land value are safer than demolishing occupied inner-city zones for another police station. I will raise taxes slightly for stability, reduce fire spending while keeping police fully funded, and add inexpensive parks in the open southern area to support land values and population retention.", "notes": "Crime hotspot remains around x74-79,y40-47; keep police at 100%. Tax moved to 8%; fire reduced to 25% to slow deficit. Parks added near (64,69); monitor crime, population, demand, and January finances.", "actions": [{"type": "tax", "rate": 8}, {"type": "funding", "road": 0, "fire": 25, "police": 100}, {"type": "build", "what": "park", "x": 64, "y": 69}, {"type": "build", "what": "park", "x": 65, "y": 69}, {"type": "build", "what": "park", "x": 66, "y": 69}, {"type": "build", "what": "park", "x": 67, "y": 69}, {"type": "build", "what": "park", "x": 68, "y": 69}, {"type": "build", "what": "park", "x": 64, "y": 70}, {"type": "build", "what": "park", "x": 65, "y": 70}, {"type": "build", "what": "park", "x": 66, "y": 70}, {"type": "build", "what": "park", "x": 67, "y": 70}, {"type": "build", "what": "park", "x": 68, "y": 70}, {"type": "zoom", "x": 70, "y": 35}], "actions_dropped": 0, "results": ["OK tax rate set to 8%", "OK funding set: road 0%, fire 25%, police 100%", "OK park at (64,69): ok", "OK park at (65,69): ok", "OK park at (66,69): ok", "OK park at (67,69): ok", "OK park at (68,69): ok", "OK park at (64,70): ok", "OK park at (65,70): ok", "OK park at (66,70): ok", "OK park at (67,70): ok", "OK park at (68,70): ok", "OK zoom view at (70,35) next turn"], "state": {"population_now": 35420, "funds": 2933, "score": 386, "tax": 7}, "info": {"unpowered_zones": 2, "zones_r": 138, "zones_c": 64, "zones_i": 95, "free_sites": 10}, "wall_s": 116.3} {"turn": 12, "date": "Oct 1974", "model": "openai/gpt-5.6-luna", "prompt": "TASK: Detroit, 1972. Competition from overseas and other economic factors pushed the once 'automobile capital of the world' into recession. Falling land values and unemployment drove crime in the inner city to chronic levels. You have $20,000 and 10 years to reduce crime and rebuild the industrial base. GOAL: the average crime level must be under 60 when the scenario is judged in 1982 (the scenario's own rule), AND the population then must be at least 25,000, a third of 1972's 76,000. (This eval adds the population floor: without it the scenario can be 'won' by letting the city empty out, which cuts crime.)\n\nDATE: Oct 1974 (turn 12 of 40; each turn = 3 months; deadline Jan 1982)\nFUNDS: $2,823 tax rate 8% funding: road 0%, fire 25%, police 100%\n last January's budget: tax income $791, requested road $2,481, fire $700, police $1,700; cash flow $-4,090/yr\nPOPULATION: 32,260 now (official census 43,320, City); residents 669, commerce 43, industry 75 (engine units)\nZONES: residential 140, commercial 64, industrial 95; unpowered zones: 2\nDEMAND (-100..+100, positive = the city wants more of it): residential -100, commercial -100, industrial -100\nCITY SCORE (re-evaluated each January, like the official census): 386 / 1000 (change -72 at the last evaluation); approval 44%; top problems (share of citizens): crime 14%, taxes 11%, pollution 10%, housing costs 9%\nAVERAGES (0-255, lower is better except land value): crime 58, pollution 51, traffic 16, land value 53\nSERVICES: coal plants 2, nuclear 3, police 17, fire stations 7, stadiums 1, seaports 1, airports 1; road tiles 2409, rail tiles 598; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 58); population must be >= 25,000\n\nBUILDINGS (top-left; * = unpowered): coal power plant x2: (44,74) (113,32); nuclear power plant x3: (107,95) (111,95) (115,95); police station x17: (10,40) (10,43) (18,52) (26,6)* (35,40) (39,10) (47,14) (52,6) (56,44)* (59,3) (85,66)* (92,42) (94,63)* (97,63)* (102,31) (108,86)* (114,86)*; fire station x7: (9,86) (18,14) (18,48) (43,19) (47,31) (64,48) (98,31); stadium x1: (87,53); seaport x1: (103,42); airport x1: (69,11)\nUNPOWERED ZONES (top-left): (8,3) (9,6)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (39,4) (36,4) (33,4) (51,78) (48,0) (52,0) (45,0) (42,0) (39,0) (36,0)\nLARGE OPEN AREAS (top-left, size): (101,67) 19x19 (66,71) 18x18 (105,0) 15x15 (86,74) 15x15 (56,79) 10x10 (84,0) 9x9\nHOT SPOTS (value@tile range): crime: 250@(24-25,74-75) 250@(22-23,76-77) 250@(22-23,72-73); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15); traffic: 206@(68-69,50-51) 206@(62-63,54-55) 206@(62-63,34-35)\n\nMAP (1 char = 2x2 tiles; the char at column c, row r covers x=2c..2c+1, y=2r..2r+1).\nLegend: . empty land \" trees ~ water , rubble * fire w flood ! radiation # road = rail + power line R/C/I zones (lowercase = unpowered) E coal plant N nuclear P police F fire station S stadium O seaport A airport H hospital/church k park\n 0 10 20 30 40 50 60 70 80 90 100 110 <- x\ny= 0 .\"\"#\"\"\".\"\".\"\"\"#\"\"\"\"\".\"\"\"\"#\"\"...\"\"\"\"\"..\"\"\"\"\"\".\"\"\"#\".\"\"\"\"\"\"\"\"\"\ny= 2 .\"\"#rr##################RRRR.PPkk\"\"\"..\"\"\"\"\"\"\"\"\"\"#\"\"\"\"\"\"\"..\"\"\ny= 4 .\"\"#rr\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"#RRRRRPP.\"\"\"\"\".\"\".\"\"\"\"\"CC#\"\"\"\"\"\"\"\"\"\".\ny= 6 .\"\"#rr\"\".\"\".\"PPRRRRRRRIIIIPPIIIIRR++++++CC\"\"\"\"CC#CC.\"\"\"\"\"\"\".\ny= 8 \"\"\".rr#######PPRRRRRRRIIIIPPIIIIRR######CC#######CC.\"\".\"\"\"..\ny= 10 \"\"\".....#RRRRRRCC#RPPIIII#IIIIIIIIAAAAIIRRRR#RRRRRR....\"\"\"\"\"\ny= 12 ..\".....#RRRRRRCC#RPPIIII#IIIIIIIIAAAAIIRRRR#RRRRRR##..\"\"\"\"\"\ny= 14 \"\"\".++++#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#,,,#RR,,II\"\"\"\"\"\ny= 16 \"\"\"\"....#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#===#RR==II\"\"\"\"\"\ny= 18 \"\"\"\".RRk#RRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRHHRRRRII\"\"\"\ny= 20 ..\"\".RR.#RRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRHHRRRRIIII\"\ny= 22 \"\"\"\"#RR##RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#####RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#kkk#RRRRkkk=RRII\"\"\"\ny= 26 \"RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRHHRRRRIIIIII\"\ny= 28 .RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRHHRRRRIIIIII~\ny= 30 .####RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII###\"~\ny= 32 \"\"\"\"#RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII#EEE~\ny= 34 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#EEE~\ny= 36 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#\"~~~\ny= 38 \"\"\".####################################################~~~~\ny= 40 \"\"\".=PPRRRRRRRR=IPPCCRRCC#CCRRRRRRRRRRRRRRRR############~~~~\ny= 42 \"\"\"\"=PPRRRRRRRR#IPPCCRRCC#CCRRRRRRRRRRRRRRRRIIPPIIIOOOI#~~~~\ny= 44 \"\"\"\"=PPRRRRRRRRCCCCCCCCCC#CCPPkkk=RRRRRRRR#kIIPPIIIOOOI~~~~~\ny= 46 \"\"\"\"###RRRRRRRRCCCCCCCCCC#CCPP####RRRRRRRR+~+~~~~~~~~~~~~~~~\ny= 48 .RRR#RRHHFFRRHHCCCCCCCCCC#RRCCRRFFRRRR#~#~+++~~~~~~~~~~~~~~~\ny= 50 #RRR#RRHHFFRRHHCCCCCCCCCC#RRCCRRFFRRRR~~#~++\"\"~~~~~~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~~~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~+RRRSSS~~~~~~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#~~~~~RRRSSS~~~~~~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"k\"k~~~~~~~\"~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCCCCCCC#CCCC#~~~~~~~~\"\"\"~~~~~~k\"\"\"\".\"\"~~~~\ny= 62 \"\".\"IIII#IIIIIICCCCCCCCCC#CC~~~~~~~~~~~~~~~~~~~PPP\"\"\"...\"\"\"~\ny= 64 \"\"..IIII#IIIIIICCCCCC###=#~~~~~~~~~~~~~~~~~~~~\"PPP\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC+~~=#~~~~~~~~~~~~~~~~PPkk\"\"\"\"kkk\"\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC##+~~=#~II~\"\"kkk\"\"\"\"\"\"\"PP\"\"\"\"\".\"\"\"..\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~+~~=#III\"\"\"kkk\"\"\"\"\"\"\"kkkk\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~+~~=#IIRRR\"\"\"\"\"\"\"\"\"\"\"kkk\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..\"\"IIII#IIIIIICC~~~IIEE=CC\"RRII\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"..\"\".\ny= 76 \"\"\"\"#############~~~IIEE=CCk\"\"II\"\"\".\"......\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"\"\"IIII#IIIIII~~~~II#####\"kk\"\".\"\"\".\"\"\"..\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 80 \"\"\".IIII#IIIIII~~~~II#\"\"=#\"\".\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 82 \"\"\"\"IIII#IIII~~~~~\"##II+=CC..\"\"..\"\".\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"..\"\"\"\ny= 84 .\"\"\"IIII#IIII~~~~\"\"#III##CC\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\".\"\"\ny= 86 ~\"\".FFII#===~~~~\"\"##IICC=\"\"\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"PP\"PP\"\ny= 88 ~\"\"\"FFII=~==~~~.\"\"#\"\"#CC==============================PP=PP=\ny= 90 ~~\"\"II#~===~~~~.\"\"#\"\"#.\"\"\"\".\"\"\"\"\".=.\"\"\"\".\"\"\".\"\"\".\"\"\"\".\",,,,,\ny= 92 \"~~~II#~===~~~~\"\"\"#.\"#\"\"\"\"\"\"\"\"\"\"\".=\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\",,,,,\ny= 94 \".~~II#~===~~~\"\"\"\"#\"\"#\"\"\"\"\"\"\".\"\"\"\"=\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"NNNNNNN\ny= 96 \".\"\"II#~==~~~~\"\"\"\"#.\"#\"...\"\"\".\"\"\"\"=\"\"\".\"\"\"\".\"\".\"\"\"\"\"\"NNNNNNN\ny= 98 \"\"\"\"###+=+++++++++#++#++++++++++++=++++++++++++++++++NNNNNNN\n\nZOOM (full resolution, 1 char = 1 tile, top-left (70,35)):\n 7 8 9 0 \n 0123456789012345678901234567890123456789\ny= 35 RR#RRR#RRR#RRR#RRR=#RRR#RRR#RRR#RRR=#RRR\ny= 36 RR#RRR#RRR#RRR#RRR=#RRR#RRR#RRR#RRR=#RRR\ny= 37 RR#RRR#RRR#RRR#RRR=#RRR#RRR#RRR#RRR=#RRR\ny= 38 ==#===#===#===#====#===#===#===#====#===\ny= 39 ########################################\ny= 40 RR#RRR#RRR#RRR#RRR=#kkk#kk+#kkk#kkkk#kkk\ny= 41 RR#RRR#RRR#RRR#RRR######################\ny= 42 RR#RRR#RRR#RRR#RRR=IIIPPP#IIIIII#OOOOIII\ny= 43 ###################IIIPPP#IIIIII#OOOOIII\ny= 44 RR#RRR#RRR#RRR#+kk=IIIPPP#IIIIII#OOOOIII\ny= 45 RR#RRR#RRR#RRR~+~~~+~~~~~~~~~~~~~OOOO~~~\ny= 46 RR#RRR#RRR#RRR~+~~~+~~~~~~~~~~~~~~~~~~~~\ny= 47 ###########~~~~+~~~+~~~~~~~~~~~~~~~~~~~~\ny= 48 RR#RRR#.~~##~~~+~~~+~~~~~~~~~~~~~~~~~~~~\ny= 49 RR#RRR#~~~~~~~~+~+++~~~~~~~~~~~~~~~~~~~~\ny= 50 RR#RRR~~~~#~~~~+.+\"\"\".~~~~~~~~~~~~~~~~~~\ny= 51 ####~~~~~~~~~~~+.+\"\"\"...~~~.~~~~~~~~~~~~\ny= 52 RR.~~~~~~~##~~.+######~~....~~~~~~~~~~~~\ny= 53 RR~~~~~~~~#~...##SSSS#~~~~~.~~~~~~~~~~~\"\ny= 54 RR~~~~~~~~#######SSSS#~~~~.~~~~~~~....\"\"\ny= 55 ~~~~~~~~~+RRRRRR#SSSS#.~~.~~~~~~~~~~~~\"\"\ny= 56 ~~~~~~~~~\"RRRRRR#SSSS#...~~~~~~~~~~~~~~~\ny= 57 ~~~~~~..\"\"RRRRRR######.~~~~~~~~~~~~~~~~~\ny= 58 ~~~~~~..\"\"\"k\"\"k\"...~~~~~~~~~~..\"\"~~~~~~~\ny= 59 ~~~~~.~~\"\"\"\"\"\"\"\"~~~~~~~~~~~~...\"\"\"\"\"~~~~\n\nEVENTS SINCE LAST TURN: none\nRESULTS OF YOUR LAST ACTIONS: OK tax rate set to 8% | OK funding set: road 0%, fire 25%, police 100% | OK park at (64,69): ok | OK park at (65,69): ok | OK park at (66,69): ok | OK park at (67,69): ok | OK park at (68,69): ok | OK park at (64,70): ok | OK park at (65,70): ok | OK park at (66,70): ok | OK park at (67,70): ok | OK park at (68,70): ok | OK zoom view at (70,35) next turn\nYOUR NOTES FROM LAST TURN: Crime hotspot remains around x74-79,y40-47; keep police at 100%. Tax moved to 8%; fire reduced to 25% to slow deficit. Parks added near (64,69); monitor crime, population, demand, and January finances.", "raw": "{\"thoughts\":\"Crime is just below the threshold, while population remains above the floor but demand is deeply negative. Preserve cash, maintain police effectiveness, and add inexpensive parks in the open southern area to support land value and retention; keep taxes moderate and avoid new development or costly infrastructure.\",\"notes\":\"Cash was $2,823 in Oct 1974; population 32,260 and crime 58. Police 100%, fire 25%, roads 0%; next turns should monitor January finances, crime, and population. Existing park cluster at (64-68,69).\",\"actions\":[{\"type\":\"tax\",\"rate\":7},{\"type\":\"funding\",\"road\":0,\"fire\":25,\"police\":100},{\"type\":\"build\",\"what\":\"park\",\"x\":66,\"y\":71},{\"type\":\"build\",\"what\":\"park\",\"x\":67,\"y\":71},{\"type\":\"build\",\"what\":\"park\",\"x\":68,\"y\":71},{\"type\":\"build\",\"what\":\"park\",\"x\":66,\"y\":72},{\"type\":\"build\",\"what\":\"park\",\"x\":67,\"y\":72},{\"type\":\"build\",\"what\":\"park\",\"x\":68,\"y\":72},{\"type\":\"build\",\"what\":\"park\",\"x\":69,\"y\":71},{\"type\":\"build\",\"what\":\"park\",\"x\":69,\"y\":72},{\"type\":\"zoom\",\"x\":68,\"y\":38}]}", "routed_model": "openai/gpt-5.6-luna", "usage": {"prompt_tokens": 4575, "completion_tokens": 809, "total_tokens": 5384, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 4573, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.002325895, "upstream_inference_prompt_cost": 0.001258015, "upstream_inference_completions_cost": 0.00106788}, "completion_tokens_details": {"reasoning_tokens": 516, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.002325895, "latency_s": 7.65, "thoughts": "Crime is just below the threshold, while population remains above the floor but demand is deeply negative. Preserve cash, maintain police effectiveness, and add inexpensive parks in the open southern area to support land value and retention; keep taxes moderate and avoid new development or costly infrastructure.", "notes": "Cash was $2,823 in Oct 1974; population 32,260 and crime 58. Police 100%, fire 25%, roads 0%; next turns should monitor January finances, crime, and population. Existing park cluster at (64-68,69).", "actions": [{"type": "tax", "rate": 7}, {"type": "funding", "road": 0, "fire": 25, "police": 100}, {"type": "build", "what": "park", "x": 66, "y": 71}, {"type": "build", "what": "park", "x": 67, "y": 71}, {"type": "build", "what": "park", "x": 68, "y": 71}, {"type": "build", "what": "park", "x": 66, "y": 72}, {"type": "build", "what": "park", "x": 67, "y": 72}, {"type": "build", "what": "park", "x": 68, "y": 72}, {"type": "build", "what": "park", "x": 69, "y": 71}, {"type": "build", "what": "park", "x": 69, "y": 72}, {"type": "zoom", "x": 68, "y": 38}], "actions_dropped": 0, "results": ["OK tax rate set to 7%", "OK funding set: road 0%, fire 25%, police 100%", "OK park at (66,71): ok", "OK park at (67,71): ok", "OK park at (68,71): ok", "OK park at (66,72): ok", "OK park at (67,72): ok", "OK park at (68,72): ok", "OK park at (69,71): ok", "OK park at (69,72): ok", "OK zoom view at (68,38) next turn"], "state": {"population_now": 32260, "funds": 2823, "score": 386, "tax": 8}, "info": {"unpowered_zones": 2, "zones_r": 140, "zones_c": 64, "zones_i": 95, "free_sites": 10}, "wall_s": 124.1} {"turn": 13, "date": "Jan 1975", "model": "openai/gpt-5.6-luna", "prompt": "TASK: Detroit, 1972. Competition from overseas and other economic factors pushed the once 'automobile capital of the world' into recession. Falling land values and unemployment drove crime in the inner city to chronic levels. You have $20,000 and 10 years to reduce crime and rebuild the industrial base. GOAL: the average crime level must be under 60 when the scenario is judged in 1982 (the scenario's own rule), AND the population then must be at least 25,000, a third of 1972's 76,000. (This eval adds the population floor: without it the scenario can be 'won' by letting the city empty out, which cuts crime.)\n\nDATE: Jan 1975 (turn 13 of 40; each turn = 3 months; deadline Jan 1982)\nFUNDS: $1,683 tax rate 7% funding: road 0%, fire 25%, police 100%\n last January's budget: tax income $823, requested road $2,517, fire $700, police $1,700; cash flow $-4,094/yr\nPOPULATION: 28,820 now (official census 29,360, City); residents 601, commerce 39, industry 66 (engine units)\nZONES: residential 140, commercial 64, industrial 95; unpowered zones: 2\nDEMAND (-100..+100, positive = the city wants more of it): residential -100, commercial -100, industrial -100\nCITY SCORE (re-evaluated each January, like the official census): 345 / 1000 (change -41 at the last evaluation); approval 29%; top problems (share of citizens): crime 11%, pollution 7%, taxes 7%, housing costs 6%\nAVERAGES (0-255, lower is better except land value): crime 53, pollution 47, traffic 7, land value 55\nSERVICES: coal plants 2, nuclear 3, police 17, fire stations 7, stadiums 1, seaports 1, airports 1; road tiles 2398, rail tiles 598; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 53); population must be >= 25,000\n\nBUILDINGS (top-left; * = unpowered): coal power plant x2: (44,74) (113,32); nuclear power plant x3: (107,95) (111,95) (115,95); police station x17: (10,40) (10,43) (18,52) (26,6)* (35,40) (39,10) (47,14) (52,6) (56,44)* (59,3) (85,66)* (92,42) (94,63)* (97,63)* (102,31) (108,86)* (114,86)*; fire station x7: (9,86) (18,14) (18,48) (43,19) (47,31) (64,48) (98,31); stadium x1: (87,53); seaport x1: (103,42); airport x1: (69,11)\nUNPOWERED ZONES (top-left): (8,3) (9,6)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (39,4) (36,4) (33,4) (51,78) (48,0) (52,0) (45,0) (42,0) (39,0) (36,0)\nLARGE OPEN AREAS (top-left, size): (101,67) 19x19 (67,73) 16x16 (105,0) 15x15 (86,74) 15x15 (54,79) 10x10 (84,0) 9x9\nHOT SPOTS (value@tile range): crime: 250@(76-77,44-45) 250@(22-23,76-77) 250@(22-23,72-73); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15); traffic: 174@(58-59,34-35) 170@(62-63,30-31) 150@(62-63,34-35)\n\nMAP (1 char = 2x2 tiles; the char at column c, row r covers x=2c..2c+1, y=2r..2r+1).\nLegend: . empty land \" trees ~ water , rubble * fire w flood ! radiation # road = rail + power line R/C/I zones (lowercase = unpowered) E coal plant N nuclear P police F fire station S stadium O seaport A airport H hospital/church k park\n 0 10 20 30 40 50 60 70 80 90 100 110 <- x\ny= 0 .\"\"#\"\"\".\"\".\"\"\"#\"\"\"\"\".\"\"\"\"#\"\"...\"\"\"\"\"..\"\"\"\"\"\".\"\"\"#\".\"\"\"\"\"\"\"\"\"\ny= 2 .\"\"#rr##################RRRR.PPkk\"\"\"..\"\"\"\"\"\"\"\"\"\"#\"\"\"\"\"\"\"..\"\"\ny= 4 .\"\"#rr\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"#RRRRRPP.\"\"\"\"\".\"\".\"\"\"\"\"CC#\"\"\"\"\"\"\"\"\"\".\ny= 6 .\"\"#rr\"\".\"\".\"PPRRRRRRRIIIIPPIIIIRR++++++CC\"\"\"\"CC#CC.\"\"\"\"\"\"\".\ny= 8 \"\"\".rr#######PPRRRRRRRIIIIPPIIIIRR######CC#######CC.\"\".\"\"\"..\ny= 10 \"\"\".....#RRRRRRCC#RPPIIII#IIIIIIIIAAAAIIRRRR#RRRRRR....\"\"\"\"\"\ny= 12 ..\".....#RRRRRRCC#RPPIIII#IIIIIIIIAAAAIIRRRR#RRRRRR##..\"\"\"\"\"\ny= 14 \"\"\".++++#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#,,,#RR,,II\"\"\"\"\"\ny= 16 \"\"\"\"....#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#===#RR==II\"\"\"\"\"\ny= 18 \"\"\"\".RRk#RRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRHHRRRRII\"\"\"\ny= 20 ..\"\".RR.#RRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRHHRRRRIIII\"\ny= 22 \"\"\"\"#RR##RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#####RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#kkk#RRRRkkk=RRII\"\"\"\ny= 26 \"RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRHHRRRRIIIIII\"\ny= 28 .RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRHHRRRRIIIIII~\ny= 30 .####RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII###\"~\ny= 32 \"\"\"\"#RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII#EEE~\ny= 34 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#EEE~\ny= 36 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#\"~~~\ny= 38 \"\"\".####################################################~~~~\ny= 40 \"\"\".=PPRRRRRRRR=IPPCCRRCC#CCRRRRRRRRRRRRRRRR############~~~~\ny= 42 \"\"\"\"=PPRRRRRRRR#IPPCCRRCC#CCRRRRRRRRRRRRRRRRIIPPIIIOOOI#~~~~\ny= 44 \"\"\"\"=PPRRRRRRRRCCCCCCCCCC#CCPPkkk=RRRRRRRR#kIIPPIIIOOOI~~~~~\ny= 46 \"\"\"\"###RRRRRRRRCCCCCCCCCC#CCPP####RRRRRRRR+~+~~~~~~~~~~~~~~~\ny= 48 .RRR#RRHHFFRRHHCCCCCCCCCC#RRCCRRFFRRRR#~#~+++~~~~~~~~~~~~~~~\ny= 50 #RRR#RRHHFFRRHHCCCCCCCCCC#RRCCRRFFRRRR~~#~++\"\"~~~~~~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~~~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~+RRRSSS~~~~~~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#~~~~~RRRSSS~~~~~~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"k\"k~~~~~~~\"~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCCCCCCC#CCCC#~~~~~~~~\"\"\"~~~~~~k\"\"\"\".\"\"~~~~\ny= 62 \"\".\"IIII#IIIIIICCCCCCCCCC#CC~~~~~~~~~~~~~~~~~~~PPP\"\"\"...\"\"\"~\ny= 64 \"\"..IIII#IIIIIICCCCCC###=#~~~~~~~~~~~~~~~~~~~~\"PPP\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC+~~=#~~~~~~~~~~~~~~~~PPkk\"\"\"\"kkk\"\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC##+~~=#~II~\"\"kkk\"\"\"\"\"\"\"PP\"\"\"\"\".\"\"\"..\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~+~~=#III\"\"\"kkk\"\"\"\"\"\"\"kkkk\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~+~~=#IIRRR\"\"kk\"\"\"\"\"\"\"kkk\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..\"\"IIII#IIIIIICC~~~IIEE=CC\"RRII\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"..\"\".\ny= 76 \"\"\"\"#############~~~IIEE=CCk\"\"II\"\"\".\"......\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"\"\"IIII#IIIIII~~~~II#####\"kk\"\".\"\"\".\"\"\"..\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 80 \"\"\".IIII#IIIIII~~~~II#\"\"=#\"\".\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 82 \"\"\"\"IIII#IIII~~~~~\"##II+=CC..\"\"..\"\".\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"..\"\"\"\ny= 84 .\"\"\"IIII#IIII~~~~\"\"#III##CC\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\".\"\"\ny= 86 ~\"\".FFII#===~~~~\"\"##IICC=\"\"\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"PP\"PP\"\ny= 88 ~\"\"\"FFII=~==~~~.\"\"#\"\"#CC==============================PP=PP=\ny= 90 ~~\"\"II#~===~~~~.\"\"#\"\"#.\"\"\"\".\"\"\"\"\".=.\"\"\"\".\"\"\".\"\"\".\"\"\"\".\",,,,,\ny= 92 \"~~~II#~===~~~~\"\"\"#.\"#\"\"\"\"\"\"\"\"\"\"\".=\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\",,,,,\ny= 94 \".~~II#~===~~~\"\"\"\"#\"\"#\"\"\"\"\"\"\".\"\"\"\"=\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"NNNNNNN\ny= 96 \".\"\"II#~==~~~~\"\"\"\"#.\"#\"...\"\"\".\"\"\"\"=\"\"\".\"\"\"\".\"\".\"\"\"\"\"\"NNNNNNN\ny= 98 \"\"\"\"###+=+++++++++#++#++++++++++++=++++++++++++++++++NNNNNNN\n\nZOOM (full resolution, 1 char = 1 tile, top-left (68,38)):\n 7 8 9 0 \n 8901234567890123456789012345678901234567\ny= 38 #===#===#===#===#====#===#===#===#====#=\ny= 39 ########################################\ny= 40 #RRR#RRR#RRR#RRR#RRR=#kkk#kk+#kkk#kkkk#k\ny= 41 #RRR#RRR#RRR#RRR#RRR####################\ny= 42 #RRR#RRR#RRR#RRR#RRR=IIIPPP#IIIIII#OOOOI\ny= 43 #####################IIIPPP#IIIIII#OOOOI\ny= 44 #RRR#RRR#RRR#RRR#+kk=IIIPPP#IIIIII#OOOOI\ny= 45 #RRR#RRR#RRR#RRR~+~~~+~~~~~~~~~~~~~OOOO~\ny= 46 #RRR#RRR#RRR#RRR~+~~~+~~~~~~~~~~~~~~~~~~\ny= 47 #############~~~~+~~~+~~~~~~~~~~~~~~~~~~\ny= 48 #RRR#RRR#.~~##~~~+~~~+~~~~~~~~~~~~~~~~~~\ny= 49 #RRR#RRR#~~~~~~~~+~+++~~~~~~~~~~~~~~~~~~\ny= 50 #RRR#RRR~~~~#~~~~+.+\"\"\".~~~~~~~~~~~~~~~~\ny= 51 ######~~~~~~~~~~~+.+\"\"\"...~~~.~~~~~~~~~~\ny= 52 #RRR.~~~~~~~##~~.+######~~....~~~~~~~~~~\ny= 53 #RRR~~~~~~~~#~...##SSSS#~~~~~.~~~~~~~~~~\ny= 54 #RRR~~~~~~~~#######SSSS#~~~~.~~~~~~~....\ny= 55 ##~~~~~~~~~+RRRRRR#SSSS#.~~.~~~~~~~~~~~~\ny= 56 #~~~~~~~~~~\"RRRRRR#SSSS#...~~~~~~~~~~~~~\ny= 57 ~~~~~~~~..\"\"RRRRRR######.~~~~~~~~~~~~~~~\ny= 58 ~~~~~~~~..\"\"\"k\"\"k\"...~~~~~~~~~~..\"\"~~~~~\ny= 59 ~~~~~~~.~~\"\"\"\"\"\"\"\"~~~~~~~~~~~~...\"\"\"\"\"~~\ny= 60 ~~~~~~.~~~\"\"\"\"\"\"\"~~~~~~~~~~~~...\"\"\"\"\"\"..\ny= 61 ~~~~~.~~~~\"\"\"\"\"\"~~~~~~~~~~~~k..\"\"\"\"\"\"...\ny= 62 ~~~~......\"\"\"\"\"~~~~~~~~~~~~...\"\"\"\"\"\"\"...\n\nEVENTS SINCE LAST TURN: none\nRESULTS OF YOUR LAST ACTIONS: OK tax rate set to 7% | OK funding set: road 0%, fire 25%, police 100% | OK park at (66,71): ok | OK park at (67,71): ok | OK park at (68,71): ok | OK park at (66,72): ok | OK park at (67,72): ok | OK park at (68,72): ok | OK park at (69,71): ok | OK park at (69,72): ok | OK zoom view at (68,38) next turn\nYOUR NOTES FROM LAST TURN: Cash was $2,823 in Oct 1974; population 32,260 and crime 58. Police 100%, fire 25%, roads 0%; next turns should monitor January finances, crime, and population. Existing park cluster at (64-68,69).", "raw": "{\"thoughts\":\"Crime is currently below the target but concentrated hotspots need local coverage. Treasury cannot sustain full police funding, so I will add one station at the major southern hotspot, raise taxes modestly, and reduce police funding to keep the city financially viable while retaining fire coverage.\",\"notes\":\"Monitor January cash flow, population, crime, and whether the new police station lowers the (22,72) hotspot. Keep taxes near 9% and police around 50% unless crime approaches 60.\",\"actions\":[{\"type\":\"build\",\"what\":\"police\",\"x\":22,\"y\":72},{\"type\":\"tax\",\"rate\":9},{\"type\":\"funding\",\"road\":0,\"fire\":25,\"police\":50},{\"type\":\"zoom\",\"x\":18,\"y\":68}]}", "routed_model": "openai/gpt-5.6-luna", "usage": {"prompt_tokens": 4532, "completion_tokens": 659, "total_tokens": 5191, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 4530, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.00211607, "upstream_inference_prompt_cost": 0.00124619, "upstream_inference_completions_cost": 0.00086988}, "completion_tokens_details": {"reasoning_tokens": 494, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.00211607, "latency_s": 5.67, "thoughts": "Crime is currently below the target but concentrated hotspots need local coverage. Treasury cannot sustain full police funding, so I will add one station at the major southern hotspot, raise taxes modestly, and reduce police funding to keep the city financially viable while retaining fire coverage.", "notes": "Monitor January cash flow, population, crime, and whether the new police station lowers the (22,72) hotspot. Keep taxes near 9% and police around 50% unless crime approaches 60.", "actions": [{"type": "build", "what": "police", "x": 22, "y": 72}, {"type": "tax", "rate": 9}, {"type": "funding", "road": 0, "fire": 25, "police": 50}, {"type": "zoom", "x": 18, "y": 68}], "actions_dropped": 0, "results": ["REJECTED police at (22,72): blocked by road, industrial (e.g. (22,72)); bulldoze first or pick another site", "OK tax rate set to 9%", "OK funding set: road 0%, fire 25%, police 50%", "OK zoom view at (18,68) next turn"], "state": {"population_now": 28820, "funds": 1683, "score": 345, "tax": 7}, "info": {"unpowered_zones": 2, "zones_r": 140, "zones_c": 64, "zones_i": 95, "free_sites": 10}, "wall_s": 129.9} {"turn": 14, "date": "Apr 1975", "model": "openai/gpt-5.6-luna", "prompt": "TASK: Detroit, 1972. Competition from overseas and other economic factors pushed the once 'automobile capital of the world' into recession. Falling land values and unemployment drove crime in the inner city to chronic levels. You have $20,000 and 10 years to reduce crime and rebuild the industrial base. GOAL: the average crime level must be under 60 when the scenario is judged in 1982 (the scenario's own rule), AND the population then must be at least 25,000, a third of 1972's 76,000. (This eval adds the population floor: without it the scenario can be 'won' by letting the city empty out, which cuts crime.)\n\nDATE: Apr 1975 (turn 14 of 40; each turn = 3 months; deadline Jan 1982)\nFUNDS: $1,683 tax rate 9% funding: road 0%, fire 25%, police 50%\n last January's budget: tax income $823, requested road $2,517, fire $700, police $1,700; cash flow $-4,094/yr\nPOPULATION: 25,540 now (official census 29,360, City); residents 525, commerce 36, industry 58 (engine units)\nZONES: residential 140, commercial 64, industrial 95; unpowered zones: 2\nDEMAND (-100..+100, positive = the city wants more of it): residential -100, commercial -100, industrial -100\nCITY SCORE (re-evaluated each January, like the official census): 345 / 1000 (change -41 at the last evaluation); approval 29%; top problems (share of citizens): crime 11%, pollution 7%, taxes 7%, housing costs 6%\nAVERAGES (0-255, lower is better except land value): crime 53, pollution 43, traffic 7, land value 57\nSERVICES: coal plants 2, nuclear 3, police 17, fire stations 7, stadiums 1, seaports 1, airports 1; road tiles 2382, rail tiles 598; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 53); population must be >= 25,000\n\nBUILDINGS (top-left; * = unpowered): coal power plant x2: (44,74) (113,32); nuclear power plant x3: (107,95) (111,95) (115,95); police station x17: (10,40) (10,43) (18,52) (26,6)* (35,40) (39,10) (47,14) (52,6) (56,44)* (59,3) (85,66)* (92,42) (94,63)* (97,63)* (102,31) (108,86)* (114,86)*; fire station x7: (9,86) (18,14) (18,48) (43,19) (47,31) (64,48) (98,31); stadium x1: (87,53); seaport x1: (103,42); airport x1: (69,11)\nUNPOWERED ZONES (top-left): (8,3) (9,6)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (39,4) (36,4) (33,4) (51,78) (48,0) (52,0) (45,0) (42,0) (39,0) (36,0)\nLARGE OPEN AREAS (top-left, size): (101,67) 19x19 (67,73) 16x16 (105,0) 15x15 (86,74) 15x15 (54,79) 10x10 (84,0) 9x9\nHOT SPOTS (value@tile range): crime: 250@(76-77,44-45) 250@(22-23,76-77) 250@(22-23,72-73); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15); traffic: 150@(62-63,34-35) 150@(62-63,32-33) 150@(62-63,30-31)\n\nMAP (1 char = 2x2 tiles; the char at column c, row r covers x=2c..2c+1, y=2r..2r+1).\nLegend: . empty land \" trees ~ water , rubble * fire w flood ! radiation # road = rail + power line R/C/I zones (lowercase = unpowered) E coal plant N nuclear P police F fire station S stadium O seaport A airport H hospital/church k park\n 0 10 20 30 40 50 60 70 80 90 100 110 <- x\ny= 0 .\"\"#\"\"\".\"\".\"\"\"#\"\"\"\"\".\"\"\"\"#\"\"...\"\"\"\"\"..\"\"\"\"\"\".\"\"\"#\".\"\"\"\"\"\"\"\"\"\ny= 2 .\"\"#rr##################RRRR.PPkk\"\"\"..\"\"\"\"\"\"\"\"\"\"#\"\"\"\"\"\"\"..\"\"\ny= 4 .\"\"#rr\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"#RRRRRPP.\"\"\"\"\".\"\".\"\"\"\"\"CC#\"\"\"\"\"\"\"\"\"\".\ny= 6 .\"\"#rr\"\".\"\".\"PPRRRRRRRIIIIPPIIIIRR++++++CC\"\"\"\"CC#CC.\"\"\"\"\"\"\".\ny= 8 \"\"\".rr#######PPRRRRRRRIIIIPPIIIIRR######CC#######CC.\"\".\"\"\"..\ny= 10 \"\"\".....#RRRRRRCC#RPPIIII#IIIIIIIIAAAAIIRRRR#RRRRRR....\"\"\"\"\"\ny= 12 ..\".....#RRRRRRCC#RPPIIII#IIIIIIIIAAAAIIRRRR#RRRRRR##..\"\"\"\"\"\ny= 14 \"\"\".++++#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#,,,#RR,,II\"\"\"\"\"\ny= 16 \"\"\"\"....#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#===#RR==II\"\"\"\"\"\ny= 18 \"\"\"\".RRk#RRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRHHRRRRII\"\"\"\ny= 20 ..\"\".RR.#RRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRHHRRRRIIII\"\ny= 22 \"\"\"\"#RR##RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#####RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#kkk#RRRRkkk=RRII\"\"\"\ny= 26 \"RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRHHRRRRIIIIII\"\ny= 28 .RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRHHRRRRIIIIII~\ny= 30 .####RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII###\"~\ny= 32 \"\"\"\"#RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII#EEE~\ny= 34 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#EEE~\ny= 36 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#\"~~~\ny= 38 \"\"\".####################################################~~~~\ny= 40 \"\"\".=PPRRRRRRRR=IPPCCRRCC#CCRRRRRRRRRRRRRRRR############~~~~\ny= 42 \"\"\"\"=PPRRRRRRRR#IPPCCRRCC#CCRRRRRRRRRRRRRRRRIIPPIIIOOOI#~~~~\ny= 44 \"\"\"\"=PPRRRRRRRRCCCCCCCCCC#CCPPkkk=RRRRRRRR#kIIPPIIIOOOI~~~~~\ny= 46 \"\"\"\"###RRRRRRRRCCCCCCCCCC#CCPP####RRRRRRRR+~+~~~~~~~~~~~~~~~\ny= 48 .RRR#RRHHFFRRHHCCCCCCCCCC#RRCCRRFFRRRR#~#~+++~~~~~~~~~~~~~~~\ny= 50 #RRR#RRHHFFRRHHCCCCCCCCCC#RRCCRRFFRRRR~~#~++\"\"~~~~~~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~~~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~+RRRSSS~~~~~~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#~~~~~RRRSSS~~~~~~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"k\"k~~~~~~~\"~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCCCCCCC#CCCC#~~~~~~~~\"\"\"~~~~~~k\"\"\"\".\"\"~~~~\ny= 62 \"\".\"IIII#IIIIIICCCCCCCCCC#CC~~~~~~~~~~~~~~~~~~~PPP\"\"\"...\"\"\"~\ny= 64 \"\"..IIII#IIIIIICCCCCC###=##~~~~~~~~~~~~~~~~~~~\"PPP\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC+~~=#~~~~~~~~~~~~~~~~PPkk\"\"\"\"kkk\"\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC##+~~=##II~\"\"kkk\"\"\"\"\"\"\"PP\"\"\"\"\".\"\"\"..\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~+~~=#III\"\"\"kkk\"\"\"\"\"\"\"kkkk\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~+~~=#IIRRR\"\"kk\"\"\"\"\"\"\"kkk\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..\"\"IIII#IIIIIICC~~~IIEE=CC\"RRII\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"..\"\".\ny= 76 \"\"\"\"#############~~~IIEE=CCk\"\"II\"\"\".\"......\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"\"\"IIII#IIIIII~~~~II#####\"kk\"\".\"\"\".\"\"\"..\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 80 \"\"\".IIII#IIIIII~~~~II#\"\"=#\"\".\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 82 \"\"\"\"IIII#IIII~~~~~\"##II+=CC..\"\"..\"\".\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"..\"\"\"\ny= 84 .\"\"\"IIII#IIII~~~~\"\"#III##CC\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\".\"\"\ny= 86 ~\"\".FFII#===~~~~\"\"##IICC=\"\"\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"PP\"PP\"\ny= 88 ~\"\"\"FFII=~==~~~.\"\"#\"\"#CC==============================PP=PP=\ny= 90 ~~\"\"II#~===~~~~.\"\"#\"\"#.\"\"\"\".\"\"\"\"\".=.\"\"\"\".\"\"\".\"\"\".\"\"\"\".\",,,,,\ny= 92 \"~~~II#~===~~~~\"\"\"#.\"#\"\"\"\"\"\"\"\"\"\"\".=\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\",,,,,\ny= 94 \".~~II#~===~~~\"\"\"\"#\"\"#\"\"\"\"\"\"\".\"\"\"\"=\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"NNNNNNN\ny= 96 \".\"\"II#~==~~~~\"\"\"\"#.\"#\"...\"\"\".\"\"\"\"=\"\"\".\"\"\"\".\"\".\"\"\"\"\"\"NNNNNNN\ny= 98 \"\"\"\"###+=+++++++++#++#++++++++++++=++++++++++++++++++NNNNNNN\n\nZOOM (full resolution, 1 char = 1 tile, top-left (18,68)):\n 2 3 4 5 \n 8901234567890123456789012345678901234567\ny= 68 ########################+~~~~~~=~~~~~~~~\ny= 69 III#III#kkk#CCC#CCC#\"\".~+~~~~~~=~##~~III\ny= 70 III#III#kkk#CCC#CCC#\"\"~~+~~~~~~=##IIIIII\ny= 71 III#III#kkk#CCC#CCC#.~~~+~~~~~~=#.IIIIII\ny= 72 ###################.~~~~+~~~~\"\"=#.III#RR\ny= 73 III#III#III#CCC#...~~~~~+~~..\"\"=######RR\ny= 74 III#III#III#CCC#..~~~~~~++EEEE.=#CCC\"\"RR\ny= 75 III#III#III#CCC#.~~~~~~IIIEEEE.=#CCC\"\"\"\"\ny= 76 ################~~~~~~~IIIEEEE+=#CCC....\ny= 77 ===#===#===#...~~~~~~~.IIIEEEE.=#kkkkk\".\ny= 78 III#III#III#..~~~~~~~III#########...kkkk\ny= 79 III#III#III#.~~~~~~.,III#.\"\"kkk=#\"\"..\"\"\"\ny= 80 III#III#III#~~~~~~~..III#+\"\".\"\"=#\"\"\"\"...\ny= 81 ###########~~~~~~~..\".###+\"\"...=#\"\"\"\"...\ny= 82 III#III#..~~~~~~~\"\"..##..III+++=#CCC....\ny= 83 III#III#.~~~~~~~\"\"\"..#...III\"\"\"=#CCC....\ny= 84 III#III#~~~~~~~\"\"\"\"..#IIIIII\"\"\"=#CCC....\ny= 85 #######~~~~~~~.\"\"\"\"..#III########\"\"\"\"\"\".\ny= 86 ======~~~~~~~........#III#CCC\"\"=\"\"\"\"\"\"\".\ny= 87 .==.==~~~~~~...\"\"..#######CCC\"\"=\"\"\"..\"\".\ny= 88 ~~===~~~~~~~...\"\"..#..\"\"\"#CCC\"\"=\"\"\".....\ny= 89 ~~~~=~~~~~~....\"\"..#\"\"\"\"\"#...\"\"=========\ny= 90 ~~~~~~~~~~~........#\"\"\"\"\"#.......\"\"...\"\"\ny= 91 ===~~~~~~~~....\"\"\"\"#..\"\"\"#...\"\"\".\"\"...\"\"\ny= 92 =.==~~~~~~~\"\"..\"\"\"\"#...\"\"#\"\".\"\"\".\"\"....\"\n\nEVENTS SINCE LAST TURN: none\nRESULTS OF YOUR LAST ACTIONS: REJECTED police at (22,72): blocked by road, industrial (e.g. (22,72)); bulldoze first or pick another site | OK tax rate set to 9% | OK funding set: road 0%, fire 25%, police 50% | OK zoom view at (18,68) next turn\nYOUR NOTES FROM LAST TURN: Monitor January cash flow, population, crime, and whether the new police station lowers the (22,72) hotspot. Keep taxes near 9% and police around 50% unless crime approaches 60.", "raw": "{\"thoughts\":\"Crime is below the threshold but concentrated in the underserved southern industrial district. I will add one police station in the large open area near the southern road network and use a few inexpensive parks to support land value without worsening the already weak budget.\",\"notes\":\"Police added near (54,79); monitor crime and population next turn. Keep taxes at 9% and avoid new zones while demand remains -100.\",\"actions\":[{\"type\":\"build\",\"what\":\"police\",\"x\":54,\"y\":79},{\"type\":\"build\",\"what\":\"park\",\"x\":57,\"y\":79},{\"type\":\"build\",\"what\":\"park\",\"x\":58,\"y\":79},{\"type\":\"build\",\"what\":\"park\",\"x\":57,\"y\":80},{\"type\":\"build\",\"what\":\"park\",\"x\":58,\"y\":80},{\"type\":\"zoom\",\"x\":48,\"y\":74}]}", "routed_model": "openai/gpt-5.6-luna", "usage": {"prompt_tokens": 4467, "completion_tokens": 703, "total_tokens": 5170, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 4465, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.002156275, "upstream_inference_prompt_cost": 0.001228315, "upstream_inference_completions_cost": 0.00092796}, "completion_tokens_details": {"reasoning_tokens": 516, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.002156275, "latency_s": 6.88, "thoughts": "Crime is below the threshold but concentrated in the underserved southern industrial district. I will add one police station in the large open area near the southern road network and use a few inexpensive parks to support land value without worsening the already weak budget.", "notes": "Police added near (54,79); monitor crime and population next turn. Keep taxes at 9% and avoid new zones while demand remains -100.", "actions": [{"type": "build", "what": "police", "x": 54, "y": 79}, {"type": "build", "what": "park", "x": 57, "y": 79}, {"type": "build", "what": "park", "x": 58, "y": 79}, {"type": "build", "what": "park", "x": 57, "y": 80}, {"type": "build", "what": "park", "x": 58, "y": 80}, {"type": "zoom", "x": 48, "y": 74}], "actions_dropped": 0, "results": ["OK police at (54,79): ok", "OK park at (57,79): ok", "OK park at (58,79): ok", "OK park at (57,80): ok", "OK park at (58,80): ok", "OK zoom view at (48,74) next turn"], "state": {"population_now": 25540, "funds": 1683, "score": 345, "tax": 9}, "info": {"unpowered_zones": 2, "zones_r": 140, "zones_c": 64, "zones_i": 95, "free_sites": 10}, "wall_s": 136.9} {"turn": 15, "date": "Jul 1975", "model": "openai/gpt-5.6-luna", "prompt": "TASK: Detroit, 1972. Competition from overseas and other economic factors pushed the once 'automobile capital of the world' into recession. Falling land values and unemployment drove crime in the inner city to chronic levels. You have $20,000 and 10 years to reduce crime and rebuild the industrial base. GOAL: the average crime level must be under 60 when the scenario is judged in 1982 (the scenario's own rule), AND the population then must be at least 25,000, a third of 1972's 76,000. (This eval adds the population floor: without it the scenario can be 'won' by letting the city empty out, which cuts crime.)\n\nDATE: Jul 1975 (turn 15 of 40; each turn = 3 months; deadline Jan 1982)\nFUNDS: $1,137 tax rate 9% funding: road 0%, fire 25%, police 50%\n last January's budget: tax income $823, requested road $2,517, fire $700, police $1,700; cash flow $-4,094/yr\nPOPULATION: 23,000 now (official census 29,360, City); residents 462, commerce 30, industry 56 (engine units)\nZONES: residential 142, commercial 64, industrial 95; unpowered zones: 3\nDEMAND (-100..+100, positive = the city wants more of it): residential -100, commercial -100, industrial -100\nCITY SCORE (re-evaluated each January, like the official census): 345 / 1000 (change -41 at the last evaluation); approval 29%; top problems (share of citizens): crime 11%, pollution 7%, taxes 7%, housing costs 6%\nAVERAGES (0-255, lower is better except land value): crime 47, pollution 43, traffic 7, land value 57\nSERVICES: coal plants 2, nuclear 3, police 18, fire stations 7, stadiums 1, seaports 1, airports 1; road tiles 2418, rail tiles 598; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 47); population must be >= 25,000\n\nBUILDINGS (top-left; * = unpowered): coal power plant x2: (44,74) (113,32); nuclear power plant x3: (107,95) (111,95) (115,95); police station x18: (10,40) (10,43) (18,52) (26,6)* (35,40) (39,10) (47,14) (52,6) (54,79)* (56,44)* (59,3) (85,66)* (92,42) (94,63)* (97,63)* (102,31) (108,86)* (114,86)*; fire station x7: (9,86) (18,14) (18,48) (43,19) (47,31) (64,48) (98,31); stadium x1: (87,53); seaport x1: (103,42); airport x1: (69,11)\nUNPOWERED ZONES (top-left): (8,3) (9,6) (77,40)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (39,4) (36,4) (33,4) (51,78) (48,0) (52,0) (45,0) (42,0) (39,0) (36,0)\nLARGE OPEN AREAS (top-left, size): (100,67) 19x19 (67,73) 16x16 (84,74) 15x15 (105,0) 15x15 (84,0) 9x9 (50,90) 8x8\nHOT SPOTS (value@tile range): crime: 250@(22-23,76-77) 250@(22-23,72-73) 246@(78-79,42-43); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15); traffic: 206@(62-63,30-31) 172@(62-63,34-35) 162@(62-63,32-33)\n\nMAP (1 char = 2x2 tiles; the char at column c, row r covers x=2c..2c+1, y=2r..2r+1).\nLegend: . empty land \" trees ~ water , rubble * fire w flood ! radiation # road = rail + power line R/C/I zones (lowercase = unpowered) E coal plant N nuclear P police F fire station S stadium O seaport A airport H hospital/church k park\n 0 10 20 30 40 50 60 70 80 90 100 110 <- x\ny= 0 .\"\"#\"\"\".\"\".\"\"\"#\"\"\"\"\".\"\"\"\"#\"\"...\"\"\"\"\"..\"\"\"\"\"\".\"\"\"#\".\"\"\"\"\"\"\"\"\"\ny= 2 .\"\"#rr##################RRRR.PPkk\"\"\"..\"\"\"\"\"\"\"\"\"\"#\"\"\"\"\"\"\"..\"\"\ny= 4 .\"\"#rr\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"#RRRRRPP.\"\"\"\"\".\"\".\"\"\"\"\"CC#\"\"\"\"\"\"\"\"\"\".\ny= 6 .\"\"#rr\"\".\"\".\"PPRRRRRRRIIIIPPIIIIRR++++++CC\"\"\"\"CC#CC.\"\"\"\"\"\"\".\ny= 8 \"\"\".rr#######PPRRRRRRRIIIIPPIIIIRR######CC#######CC.\"\".\"\"\"..\ny= 10 \"\"\".....#RRRRRRCC#RPPIIII#IIIIIIIIAAAAIIRRRR#RRRRRR....\"\"\"\"\"\ny= 12 ..\".....#RRRRRRCC#RPPIIII#IIIIIIIIAAAAIIRRRR#RRRRRR##..\"\"\"\"\"\ny= 14 \"\"\".++++#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#,,,#RR,,II\"\"\"\"\"\ny= 16 \"\"\"\"....#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#===#RR==II\"\"\"\"\"\ny= 18 \"\"\"\".RRk#RRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRII\"\"\"\ny= 20 ..\"\".RR.#RRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRIIII\"\ny= 22 \"\"\"\"#RR##RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#####RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#kkk#RRRRkkk=RRII\"\"\"\ny= 26 \"RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRHHRRRRIIIIII\"\ny= 28 .RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRHHRRRRIIIIII~\ny= 30 .####RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII###\"~\ny= 32 \"\"\"\"#RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII#EEE~\ny= 34 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#EEE~\ny= 36 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#\"~~~\ny= 38 \"\"\".####################################################~~~~\ny= 40 \"\"\".=PPRRRRRRRR=IPPCCRRCC#CCRRRRRRRRRRrrRRRR############~~~~\ny= 42 \"\"\"\"=PPRRRRRRRR#IPPCCRRCC#CCRRRRRRRRRRrrRRRRIIPPIIIOOOI#~~~~\ny= 44 \"\"\"\"=PPRRRRRRRRCCCCCCCCCC#CCPPkkk=RRRRRRRR#kIIPPIIIOOOI~~~~~\ny= 46 \"\"\"\"###RRRRRRRRCCCCCCCCCC#CCPP####RRRRRRRR+~+~~~~~~~~~~~~~~~\ny= 48 .RRR#RRRRFFRRHHCCCCCCCCCC#RRCCRRFFRRRR#~#~+++~~~~~~~~~~~~~~~\ny= 50 #RRR#RRRRFFRRHHCCCCCCCCCC#RRCCRRFFRRRR~~#~++\"\"~~~~~~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~~~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~+RRRSSS~~~~~~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#~~~~~RRRSSS~~~~~~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"k\"k~~~~~~~\"~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCCCCCCC#CCCC#~~~~~~~~\"\"\"~~~~~~k\"\"\"\".\"\"~~~~\ny= 62 \"\".\"IIII#IIIIIICCCCCCCCCC#CC~~~~~~~~~~~~~~~~~~~PPP\"\"\"...\"\"\"~\ny= 64 \"\"..IIII#IIIIIICCCCCC###=#~~~~~~~~~~~~~~~~~~~~\"PPP\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC+~~=#~~~~~~~~~~~~~~~~PPkk\"\"\"\"kkk\"\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC##+~~=#~II~\"\"kkk\"\"\"\"\"\"\"PP\"\"\"\"\".\"\"\"..\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~+~~=#III\"\"\"kkk\"\"\"\"\"\"\"kkkk\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~+~~=#IIRRR\"\"kk\"\"\"\"\"\"\"kkk\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..\"\"IIII#IIIIIICC~~~IIEE=CC\"RRII\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"..\"\".\ny= 76 \"\"\"\"#############~~~IIEE=CCk\"\"II\"\"\".\"......\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"\"\"IIII#IIIIII~~~~II#####\"PPk\".\"\"\".\"\"\"..\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 80 \"\"\".IIII#IIIIII~~~~II#\"\"=#\"PPk\"\"\"\"\".\"\"\"..\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 82 \"\"\"\"IIII#IIII~~~~~\"##II+=CC..\"\"..\"\".\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"..\"\"\"\ny= 84 .\"\"\"IIII#IIII~~~~\"\"#III##CC\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\".\"\"\ny= 86 ~\"\".FFII#===~~~~\"\"##IICC=\"\"\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"PP\"PP\"\ny= 88 ~\"\"\"FFII=~==~~~.\"\"#\"\"#CC==============================PP=PP=\ny= 90 ~~\"\"II#~===~~~~.\"\"#\"\"#.\"\"\"\".\"\"\"\"\".=.\"\"\"\".\"\"\".\"\"\".\"\"\"\".\",,,,,\ny= 92 \"~~~II#~===~~~~\"\"\"#.\"#\"\"\"\"\"\"\"\"\"\"\".=\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\",,,,,\ny= 94 \".~~II#~===~~~\"\"\"\"#\"\"#\"\"\"\"\"\"\".\"\"\"\"=\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"NNNNNNN\ny= 96 \".\"\"II#~==~~~~\"\"\"\"#.\"#\"...\"\"\".\"\"\"\"=\"\"\".\"\"\"\".\"\".\"\"\"\"\"\"NNNNNNN\ny= 98 \"\"\"\"###+=+++++++++#++#++++++++++++=++++++++++++++++++NNNNNNN\n\nZOOM (full resolution, 1 char = 1 tile, top-left (48,74)):\n 5 6 7 8 \n 8901234567890123456789012345678901234567\ny= 74 .=#CCC\"\"RRRRRR\"\"\"\"\"\"\"\"\"....\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 75 .=#CCC\"\"\"\"\"\"\"III..\"\".......\"\"\".....\"\"\"\"\"\ny= 76 +=#CCC....\"\"\"III........\"\".............\"\ny= 77 .=#kkkkk\".\"\"\"III.\"\"\"\"\"..\"\"..............\ny= 78 ###...kkkk..\"\"..\"\"\"\"\"\"..................\ny= 79 k=#\"\".PPPkk\"\"...\"\"\"\"\"...\"\"\"\"\"......\"\"\".\"\ny= 80 \"=#\"\"\"PPPkk\"\".\"\".\"\".\"\"..\"\"\"\"\"\".....\"\"\".\"\ny= 81 .=#\"\"\"PPP.\"\"\"\"\"\"...\"\"\"..\"\"\".\"\".......\"\"\"\ny= 82 +=#CCC......\"\"....\"\"\"\"...\"\"...\"\"\"...\"\"\"\"\ny= 83 \"=#CCC....\"\"\"\"....\"\"\"\"........\"\"\"\"\".\"\"\"\"\ny= 84 \"=#CCC....\"\"\"\".\"\".\"\"\"\"...\"\"...\"\"\"\"\".\"\"\"\"\ny= 85 ###\"\"\"\"\"\".\"\"\"\".\"\"..\"\"\"...\"\"..\"\"\"\"\"\"\".\"\"\"\ny= 86 \"=\"\"\"\"\"\"\".\"\"\"\"\".......\"\".\"\"\".\"\".\"\"\"\".\"\"\"\ny= 87 \"=\"\"\"..\"\".\"\"\"\"\".....\"\"\"\".\"\"\".....\"\"\"\".\"\"\ny= 88 \"=\"\"\".....\"\"\"\"\".....\"\"\"\".\"\"\".....\"\"\"\"..\"\ny= 89 \"=======================================\ny= 90 ...\"\"...\"\"\"\"\"\"\"\"\"....=...\"\"\"\"\"\"....\"\"\"\"\"\ny= 91 \"\".\"\"...\"\"\"\"\"\"\"\"\"....=...\"\"\"\"\"\"....\"\"\"\"\"\ny= 92 \"\".\"\"....\"\"\"\"\"\"\"\"....=\"\"...\"\"\"\"....\"\"\"\"\"\ny= 93 \"\".\"\"\"\"\".....\"\"\"\".....\"\"\"...\"\"\"\"...\"\"\"\"\"\ny= 94 \"\"\".\"\"\"\"\"...\"\"\"\"\"\"\"\"\"=\"\"\"...\"\"\"\"\"\"..\"\".\"\ny= 95 \"\"\".\"\"\"\"\"\"..\"\"\"\"\"\"\"\"\"=\"\"\"\"\".\"\"\"\"\"\"\"\"\"...\ny= 96 ....\"\"\"\"\"\"...\"\"\"\"\"\"\"\"=\"\"\"\"\"\"...\"\"\"\"\"\"...\ny= 97 ....\"\"\".......\"\"\"\"\"\"\"=\"\"\"\"\"\".....\"\"\"\"...\ny= 98 +++++++++++++++++++++=++++++++++++++++++\n\nEVENTS SINCE LAST TURN: none\nRESULTS OF YOUR LAST ACTIONS: OK police at (54,79): ok | OK park at (57,79): ok | OK park at (58,79): ok | OK park at (57,80): ok | OK park at (58,80): ok | OK zoom view at (48,74) next turn\nYOUR NOTES FROM LAST TURN: Police added near (54,79); monitor crime and population next turn. Keep taxes at 9% and avoid new zones while demand remains -100.", "raw": "{\"thoughts\":\"Crime is currently below the scenario threshold, but population is 2,000 short and three zones remain unpowered. I will restore their power, preserve cash with moderate service funding, and add a few low-cost parks near the worst crime area to support land value and retention.\",\"notes\":\"Crime 47, population 23,000; goal population at least 25,000 and crime under 60 by 1982. Three unpowered zones: (8,3), (9,6), (77,40). Treasury is very limited; avoid new zones and major facilities until demand or finances improve.\",\"actions\":[{\"type\":\"power_line\",\"x1\":8,\"y1\":3,\"x2\":18,\"y2\":3},{\"type\":\"power_line\",\"x1\":9,\"y1\":6,\"x2\":18,\"y2\":6},{\"type\":\"power_line\",\"x1\":77,\"y1\":40,\"x2\":85,\"y2\":40},{\"type\":\"funding\",\"road\":25,\"fire\":25,\"police\":50},{\"type\":\"tax\",\"rate\":9},{\"type\":\"build\",\"what\":\"park\",\"x\":22,\"y\":72},{\"type\":\"build\",\"what\":\"park\",\"x\":23,\"y\":72},{\"type\":\"build\",\"what\":\"park\",\"x\":22,\"y\":73},{\"type\":\"build\",\"what\":\"park\",\"x\":23,\"y\":73},{\"type\":\"build\",\"what\":\"park\",\"x\":78,\"y\":42},{\"type\":\"build\",\"what\":\"park\",\"x\":79,\"y\":42},{\"type\":\"build\",\"what\":\"park\",\"x\":78,\"y\":43},{\"type\":\"build\",\"what\":\"park\",\"x\":79,\"y\":43},{\"type\":\"zoom\",\"x\":0,\"y\":0}]}", "routed_model": "openai/gpt-5.6-luna", "usage": {"prompt_tokens": 4375, "completion_tokens": 893, "total_tokens": 5268, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 4373, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.002381775, "upstream_inference_prompt_cost": 0.001203015, "upstream_inference_completions_cost": 0.00117876}, "completion_tokens_details": {"reasoning_tokens": 516, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.002381775, "latency_s": 9.99, "thoughts": "Crime is currently below the scenario threshold, but population is 2,000 short and three zones remain unpowered. I will restore their power, preserve cash with moderate service funding, and add a few low-cost parks near the worst crime area to support land value and retention.", "notes": "Crime 47, population 23,000; goal population at least 25,000 and crime under 60 by 1982. Three unpowered zones: (8,3), (9,6), (77,40). Treasury is very limited; avoid new zones and major facilities until demand or finances improve.", "actions": [{"type": "power_line", "x1": 8, "y1": 3, "x2": 18, "y2": 3}, {"type": "power_line", "x1": 9, "y1": 6, "x2": 18, "y2": 6}, {"type": "power_line", "x1": 77, "y1": 40, "x2": 85, "y2": 40}, {"type": "funding", "road": 25, "fire": 25, "police": 50}, {"type": "tax", "rate": 9}, {"type": "build", "what": "park", "x": 22, "y": 72}, {"type": "build", "what": "park", "x": 23, "y": 72}, {"type": "build", "what": "park", "x": 22, "y": 73}, {"type": "build", "what": "park", "x": 23, "y": 73}, {"type": "build", "what": "park", "x": 78, "y": 42}, {"type": "build", "what": "park", "x": 79, "y": 42}, {"type": "build", "what": "park", "x": 78, "y": 43}, {"type": "build", "what": "park", "x": 79, "y": 43}, {"type": "zoom", "x": 0, "y": 0}], "actions_dropped": 0, "results": ["REJECTED power_line (8,3)->(18,3): 0/11 tiles ok, $0; 3 blocked by residential e.g. (8, 3); 8 blocked by road e.g. (11, 3)", "OK power_line (9,6)->(18,6): 7/10 tiles ok, $35; 3 blocked by residential e.g. (9, 6)", "REJECTED power_line (77,40)->(85,40): 0/9 tiles ok, $0; 7 blocked by residential e.g. (77, 40); 2 blocked by road e.g. (80, 40)", "OK funding set: road 25%, fire 25%, police 50%", "OK tax rate set to 9%", "REJECTED park at (22,72): blocked by road (e.g. (22,72)); bulldoze first or pick another site", "REJECTED park at (23,72): blocked by road (e.g. (23,72)); bulldoze first or pick another site", "REJECTED park at (22,73): blocked by industrial (e.g. (22,73)); bulldoze first or pick another site", "REJECTED park at (23,73): blocked by industrial (e.g. (23,73)); bulldoze first or pick another site", "REJECTED park at (78,42): blocked by residential (e.g. (78,42)); bulldoze first or pick another site", "REJECTED park at (79,42): blocked by residential (e.g. (79,42)); bulldoze first or pick another site", "REJECTED park at (78,43): blocked by road (e.g. (78,43)); bulldoze first or pick another site", "REJECTED park at (79,43): blocked by road (e.g. (79,43)); bulldoze first or pick another site", "OK zoom view at (0,0) next turn"], "state": {"population_now": 23000, "funds": 1137, "score": 345, "tax": 9}, "info": {"unpowered_zones": 3, "zones_r": 142, "zones_c": 64, "zones_i": 95, "free_sites": 10}, "wall_s": 147.0} {"turn": 16, "date": "Oct 1975", "model": "openai/gpt-5.6-luna", "prompt": "TASK: Detroit, 1972. Competition from overseas and other economic factors pushed the once 'automobile capital of the world' into recession. Falling land values and unemployment drove crime in the inner city to chronic levels. You have $20,000 and 10 years to reduce crime and rebuild the industrial base. GOAL: the average crime level must be under 60 when the scenario is judged in 1982 (the scenario's own rule), AND the population then must be at least 25,000, a third of 1972's 76,000. (This eval adds the population floor: without it the scenario can be 'won' by letting the city empty out, which cuts crime.)\n\nDATE: Oct 1975 (turn 16 of 40; each turn = 3 months; deadline Jan 1982)\nFUNDS: $1,102 tax rate 9% funding: road 25%, fire 25%, police 50%\n last January's budget: tax income $823, requested road $2,517, fire $700, police $1,700; cash flow $-4,094/yr\nPOPULATION: 20,620 now (official census 29,360, City); residents 391, commerce 29, industry 51 (engine units)\nZONES: residential 143, commercial 64, industrial 95; unpowered zones: 2\nDEMAND (-100..+100, positive = the city wants more of it): residential -100, commercial -100, industrial -100\nCITY SCORE (re-evaluated each January, like the official census): 345 / 1000 (change -41 at the last evaluation); approval 29%; top problems (share of citizens): crime 11%, pollution 7%, taxes 7%, housing costs 6%\nAVERAGES (0-255, lower is better except land value): crime 43, pollution 46, traffic 7, land value 60\nSERVICES: coal plants 2, nuclear 3, police 18, fire stations 7, stadiums 1, seaports 1, airports 1; road tiles 2402, rail tiles 598; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 43); population must be >= 25,000\n\nBUILDINGS (top-left; * = unpowered): coal power plant x2: (44,74) (113,32); nuclear power plant x3: (107,95) (111,95) (115,95); police station x18: (10,40) (10,43) (18,52) (26,6)* (35,40) (39,10) (47,14) (52,6) (54,79)* (56,44)* (59,3) (85,66)* (92,42) (94,63)* (97,63)* (102,31) (108,86)* (114,86)*; fire station x7: (9,86) (18,14) (18,48) (43,19) (47,31) (64,48) (98,31); stadium x1: (87,53); seaport x1: (103,42); airport x1: (69,11)\nUNPOWERED ZONES (top-left): (8,3) (9,6)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (39,4) (36,4) (33,4) (51,78) (48,0) (52,0) (45,0) (42,0) (39,0) (36,0)\nLARGE OPEN AREAS (top-left, size): (101,67) 19x19 (64,73) 16x16 (83,74) 15x15 (105,0) 15x15 (84,0) 9x9 (0,7) 8x8\nHOT SPOTS (value@tile range): crime: 250@(22-23,76-77) 250@(22-23,72-73) 228@(22-23,74-75); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15); traffic: 100@(62-63,42-43) 82@(62-63,38-39) 74@(16-17,22-23)\n\nMAP (1 char = 2x2 tiles; the char at column c, row r covers x=2c..2c+1, y=2r..2r+1).\nLegend: . empty land \" trees ~ water , rubble * fire w flood ! radiation # road = rail + power line R/C/I zones (lowercase = unpowered) E coal plant N nuclear P police F fire station S stadium O seaport A airport H hospital/church k park\n 0 10 20 30 40 50 60 70 80 90 100 110 <- x\ny= 0 .\"\"#\"\"\".\"\".\"\"\"#\"\"\"\"\".\"\"\"\"#\"\"...\"\"\"\"\"..\"\"\"\"\"\".\"\"\"#\".\"\"\"\"\"\"\"\"\"\ny= 2 .\"\"#rr##################RRRR.PPkk\"\"\"..\"\"\"\"\"\"\"\"\"\"#\"\"\"\"\"\"\"..\"\"\ny= 4 .\"\"#rr\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"#RRRRRPP.\"\"\"\"\".\"\".\"\"\"\"\"CC#\"\"\"\"\"\"\"\"\"\".\ny= 6 .\"\"#rr++++\".\"PPRRRRRRRIIIIPPIIIIRR++++++CC\"\"\"\"CC#CC.\"\"\"\"\"\"\".\ny= 8 \"\"\".rr#######PPRRRRRRRIIIIPPIIIIRR######CC#######CC.\"\".\"\"\"..\ny= 10 \"\"\".....#RRRRRRCC#RPPIIII#IIIIIIIIAAAAIIRRRR#RRRRRR....\"\"\"\"\"\ny= 12 ..\".....#RRRRRRCC#RPPIIII#IIIIIIIIAAAAIIRRRR#RRRRRR##..\"\"\"\"\"\ny= 14 \"\"\".++++#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#,,,#RR,,II\"\"\"\"\"\ny= 16 \"\"\"\"....#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#===#RR==II\"\"\"\"\"\ny= 18 \"\"\"\".RRk#RRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRII\"\"\"\ny= 20 ..\"\".RR.#RRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRIIII\"\ny= 22 \"\"\"\"#RR##RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#####RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#kkk#RRRRkkk=RRII\"\"\"\ny= 26 \"RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRRRRRRRIIIIII\"\ny= 28 .RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRRRRRRRIIIIII~\ny= 30 .####RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII###\"~\ny= 32 \"\"\"\"#RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII#EEE~\ny= 34 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#EEE~\ny= 36 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#\"~~~\ny= 38 \"\"\".####################################################~~~~\ny= 40 \"\"\".=PPRRRRRRRR=IPPCCRRCC#CCRRRRRRRRRRRRRRRR############~~~~\ny= 42 \"\"\"\"=PPRRRRRRRR#IPPCCRRCC#CCRRRRRRRRRRRRRRRRIIPPIIIOOOI#~~~~\ny= 44 \"\"\"\"=PPRRRRRRRRCCCCCCCCCC#CCPPkkk=RRRRRRRR#kIIPPIIIOOOI~~~~~\ny= 46 \"\"\"\"###RRRRRRRRCCCCCCCCCC#CCPP####RRRRRRRR+~+~~~~~~~~~~~~~~~\ny= 48 .RRR#RRRRFFRRHHCCCCCCCCCC#RRCCRRFFRRRR#~#~+++~~~~~~~~~~~~~~~\ny= 50 #RRR#RRRRFFRRHHCCCCCCCCCC#RRCCRRFFRRRR~~#~++\"\"~~~~~~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~~~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~+RRRSSS~~~~~~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#~~~~~RRRSSS~~~~~~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"k\"k~~~~~~~\"~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCCCCCCC#CCCC#~~~~~~~~\"\"\"~~~~~~k\"\"\"\".\"\"~~~~\ny= 62 \"\".\"IIII#IIIIIICCCCCCCCCC#CC~~~~~~~~~~~~~~~~~~~PPP\"\"\"...\"\"\"~\ny= 64 \"\"..IIII#IIIIIICCCCCC###=#~~~~~~~~~~~~~~~~~~~~\"PPP\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC+~~=#~~~~~~~~~~~~~~~~PPkk\"\"\"\"kkk\"\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC##+~~=#~II~\"\"kkk\"\"\"\"\"\"\"PP\"\"\"\"\".\"\"\"..\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~+~~=#III\"\"\"kkk\"\"\"\"\"\"\"kkkk\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~+~~=#IIRRR\"\"kk\"\"\"\"\"\"\"kkk\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..\"\"IIII#IIIIIICC~~~IIEE=CC\"RRII\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"..\"\".\ny= 76 \"\"\"\"#############~~~IIEE=CCk\"\"II\"\"\".\"......\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"\"\"IIII#IIIIII~~~~II#####\"PPk\".\"\"\".\"\"\"..\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 80 \"\"\".IIII#IIIIII~~~~II#\"\"=#\"PPk\"\"\"\"\".\"\"\"..\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 82 \"\"\"\"IIII#IIII~~~~~\"##II+=CC..\"\"..\"\".\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"..\"\"\"\ny= 84 .\"\"\"IIII#IIII~~~~\"\"#III##CC\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\".\"\"\ny= 86 ~\"\".FFII#===~~~~\"\"##IICC=\"\"\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"PP\"PP\"\ny= 88 ~\"\"\"FFII=~==~~~.\"\"#\"\"#CC==============================PP=PP=\ny= 90 ~~\"\"II#~===~~~~.\"\"#\"\"#.\"\"\"\".\"\"\"\"\".=.\"\"\"\".\"\"\".\"\"\".\"\"\"\".\",,,,,\ny= 92 \"~~~II#~===~~~~\"\"\"#.\"#\"\"\"\"\"\"\"\"\"\"\".=\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\",,,,,\ny= 94 \".~~II#~===~~~\"\"\"\"#\"\"#\"\"\"\"\"\"\".\"\"\"\"=\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"NNNNNNN\ny= 96 \".\"\"II#~==~~~~\"\"\"\"#.\"#\"...\"\"\".\"\"\"\"=\"\"\".\"\"\"\".\"\".\"\"\"\"\"\"NNNNNNN\ny= 98 \"\"\"\"###+=+++++++++#++#++++++++++++=++++++++++++++++++NNNNNNN\n\nZOOM (full resolution, 1 char = 1 tile, top-left (0,0)):\n 0 1 2 3 \n 0123456789012345678901234567890123456789\ny= 0 ......#................\"\"...#...........\ny= 1 ...\"\".##\"\"\"\"\"\"...\"\"\"...\"\"\"\".#.\"\"\"\"\".\"\"\".\ny= 2 ..\"\"\"\"\"#\"\"\"\"\"\"...\"\"\"\"\".\"\"\"\".#.\"\"\"\"\".\"\"\".\ny= 3 ..\"\"\"\"\"#RRR#############################\ny= 4 ..\"\"\"\"\"#RRR\"\"\".\"\"\".\"\"\"\"\"\"\"\"\"#...\"\".\"\"\"\".\ny= 5 ..\"\"\"\"\"#RRR\"\"..\"\"\".\"\"\"\"\"\"\"\"\"##....\"\"\"\"\".\ny= 6 ..\"\"\"\"\"##RRR+++++++\"\"\"...\"PPP#RRR.\"\"\"\"\".\ny= 7 ..\"\"\"\"..#RRR\"\"\"\"...\"\"\"....PPP#RRR..RRR.R\ny= 8 \"\"\"\"\"...#RRR\"\"\"\"...\"\"\"....PPP#RRR..RRR.R\ny= 9 \"\".\"\"...###########################RRR.R\ny= 10 \"\"\"\"\"\"...........#RRR#RRR#RRR#=CCC#,RRRP\ny= 11 \"\"\"\"\"\"...........#RRR#RRR#RRR#=CCC#,RRRP\ny= 12 .................#RRR#RRR#RRR#=CCC#,RRRP\ny= 13 ....\"\"...........#######################\ny= 14 \"\"\".\"\"..+++++++++#FFF#RRR#RRR#=CCC#CCC#C\ny= 15 \"\"\"\".............#FFF#RRR#RRR#=CCC#CCC#C\ny= 16 \"\"\"\".\"\"\".........#FFF#RRR#RRR#=CCC#CCC#C\ny= 17 \"\"\".\"\"\"\".........#===#===#===#====#===#=\ny= 18 \"\"\".\"\"\"\".........#######################\ny= 19 \"\"\".\"\"\"\"..RRR.kkk#RRR#RRR#RRR#=RRR#RRR#R\ny= 20 ....\"\"\"\"..RRR....#RRR#RRR#RRR#=RRR#RRR#R\ny= 21 ....\"\"\"\"..RRR#...#RRR#RRR#RRR#=RRR#RRR#R\ny= 22 \"\"\"\".\"\"\"################################\ny= 23 \"\"\"\".\"\"\"#=RRR#kkk#RRR#RRR#RRR#=RRR#RRR#R\ny= 24 \"\"\"\"\".\"\"#=RRR#kkk#RRR#RRR#RRR#=RRR#RRR#R\n\nEVENTS SINCE LAST TURN: none\nRESULTS OF YOUR LAST ACTIONS: REJECTED power_line (8,3)->(18,3): 0/11 tiles ok, $0; 3 blocked by residential e.g. (8, 3); 8 blocked by road e.g. (11, 3) | OK power_line (9,6)->(18,6): 7/10 tiles ok, $35; 3 blocked by residential e.g. (9, 6) | REJECTED power_line (77,40)->(85,40): 0/9 tiles ok, $0; 7 blocked by residential e.g. (77, 40); 2 blocked by road e.g. (80, 40) | OK funding set: road 25%, fire 25%, police 50% | OK tax rate set to 9% | REJECTED park at (22,72): blocked by road (e.g. (22,72)); bulldoze first or pick another site | REJECTED park at (23,72): blocked by road (e.g. (23,72)); bulldoze first or pick another site | REJECTED park at (22,73): blocked by industrial (e.g. (22,73)); bulldoze first or pick another site | REJECTED park at (23,73): blocked by industrial (e.g. (23,73)); bulldoze first or pick another site | REJECTED park at (78,42): blocked by residential (e.g. (78,42)); bulldoze first or pick another site | REJECTED park at (79,42): blocked by residential (e.g. (79,42)); bulldoze first or pick another site | REJECTED park at (78,43): blocked by road (e.g. (78,43)); bulldoze first or pick another site | REJECTED park at (79,43): blocked by road (e.g. (79,43)); bulldoze first or pick another site | OK zoom view at (0,0) next turn\nYOUR NOTES FROM LAST TURN: Crime 47, population 23,000; goal population at least 25,000 and crime under 60 by 1982. Three unpowered zones: (8,3), (9,6), (77,40). Treasury is very limited; avoid new zones and major facilities until demand or finances improve.", "raw": "{\"thoughts\":\"Treasury is too low for new facilities, so I will preserve cash, maintain police support to contain chronic crime, and add a few inexpensive parks near the central residential area to improve land value and encourage population recovery. I will keep taxes at 9% for essential revenue while eliminating fire funding temporarily since no fires are burning.\",\"notes\":\"Need population above 25,000 by 1982 while keeping crime below 60. Cash is very limited; avoid zones and major construction. Unpowered zones at (8,3) and (9,6) still need a feasible power connection. Police funding is the priority.\",\"actions\":[{\"type\":\"funding\",\"road\":25,\"fire\":0,\"police\":50},{\"type\":\"tax\",\"rate\":9},{\"type\":\"build\",\"what\":\"park\",\"x\":39,\"y\":4},{\"type\":\"build\",\"what\":\"park\",\"x\":36,\"y\":4},{\"type\":\"build\",\"what\":\"park\",\"x\":33,\"y\":4},{\"type\":\"build\",\"what\":\"park\",\"x\":48,\"y\":0},{\"type\":\"build\",\"what\":\"park\",\"x\":52,\"y\":0},{\"type\":\"build\",\"what\":\"park\",\"x\":45,\"y\":0},{\"type\":\"zoom\",\"x\":20,\"y\":68}]}", "routed_model": "openai/gpt-5.6-luna", "usage": {"prompt_tokens": 4898, "completion_tokens": 1306, "total_tokens": 6204, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 4896, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.00307076, "upstream_inference_prompt_cost": 0.00134684, "upstream_inference_completions_cost": 0.00172392}, "completion_tokens_details": {"reasoning_tokens": 1034, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.00307076, "latency_s": 12.79, "thoughts": "Treasury is too low for new facilities, so I will preserve cash, maintain police support to contain chronic crime, and add a few inexpensive parks near the central residential area to improve land value and encourage population recovery. I will keep taxes at 9% for essential revenue while eliminating fire funding temporarily since no fires are burning.", "notes": "Need population above 25,000 by 1982 while keeping crime below 60. Cash is very limited; avoid zones and major construction. Unpowered zones at (8,3) and (9,6) still need a feasible power connection. Police funding is the priority.", "actions": [{"type": "funding", "road": 25, "fire": 0, "police": 50}, {"type": "tax", "rate": 9}, {"type": "build", "what": "park", "x": 39, "y": 4}, {"type": "build", "what": "park", "x": 36, "y": 4}, {"type": "build", "what": "park", "x": 33, "y": 4}, {"type": "build", "what": "park", "x": 48, "y": 0}, {"type": "build", "what": "park", "x": 52, "y": 0}, {"type": "build", "what": "park", "x": 45, "y": 0}, {"type": "zoom", "x": 20, "y": 68}], "actions_dropped": 0, "results": ["OK funding set: road 25%, fire 0%, police 50%", "OK tax rate set to 9%", "OK park at (39,4): ok", "OK park at (36,4): ok", "OK park at (33,4): ok", "OK park at (48,0): ok", "OK park at (52,0): ok", "OK park at (45,0): ok", "OK zoom view at (20,68) next turn"], "state": {"population_now": 20620, "funds": 1102, "score": 345, "tax": 9}, "info": {"unpowered_zones": 2, "zones_r": 143, "zones_c": 64, "zones_i": 95, "free_sites": 10}, "wall_s": 160.0} {"turn": 17, "date": "Jan 1976", "model": "openai/gpt-5.6-luna", "prompt": "TASK: Detroit, 1972. Competition from overseas and other economic factors pushed the once 'automobile capital of the world' into recession. Falling land values and unemployment drove crime in the inner city to chronic levels. You have $20,000 and 10 years to reduce crime and rebuild the industrial base. GOAL: the average crime level must be under 60 when the scenario is judged in 1982 (the scenario's own rule), AND the population then must be at least 25,000, a third of 1972's 76,000. (This eval adds the population floor: without it the scenario can be 'won' by letting the city empty out, which cuts crime.)\n\nDATE: Jan 1976 (turn 17 of 40; each turn = 3 months; deadline Jan 1982)\nFUNDS: $265 tax rate 9% funding: road 25%, fire 0%, police 50%\n last January's budget: tax income $756, requested road $2,525, fire $700, police $1,800; cash flow $-4,269/yr\nPOPULATION: 18,200 now (official census 18,900, City); residents 334, commerce 28, industry 44 (engine units)\nZONES: residential 143, commercial 64, industrial 95; unpowered zones: 3\nDEMAND (-100..+100, positive = the city wants more of it): residential -100, commercial -100, industrial -100\nCITY SCORE (re-evaluated each January, like the official census): 319 / 1000 (change -26 at the last evaluation); approval 27%; top problems (share of citizens): taxes 14%, pollution 11%, crime 7%, housing costs 5%\nAVERAGES (0-255, lower is better except land value): crime 43, pollution 45, traffic 2, land value 61\nSERVICES: coal plants 2, nuclear 3, police 18, fire stations 7, stadiums 1, seaports 1, airports 1; road tiles 2415, rail tiles 598; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 43); population must be >= 25,000\n\nBUILDINGS (top-left; * = unpowered): coal power plant x2: (44,74) (113,32); nuclear power plant x3: (107,95) (111,95) (115,95); police station x18: (10,40) (10,43) (18,52) (26,6)* (35,40) (39,10) (47,14) (52,6) (54,79)* (56,44)* (59,3) (85,66)* (92,42) (94,63)* (97,63)* (102,31) (108,86)* (114,86)*; fire station x7: (9,86) (18,14) (18,48) (43,19) (47,31) (64,48) (98,31); stadium x1: (87,53); seaport x1: (103,42); airport x1: (69,11)\nUNPOWERED ZONES (top-left): (8,3) (9,6) (69,40)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (51,78) (42,0) (39,0) (36,0) (33,0) (23,6) (14,16) (30,0) (6,40) (6,44)\nLARGE OPEN AREAS (top-left, size): (101,67) 19x19 (64,73) 16x16 (83,74) 15x15 (105,0) 15x15 (84,0) 9x9 (0,7) 8x8\nHOT SPOTS (value@tile range): crime: 250@(22-23,76-77) 250@(22-23,72-73) 228@(22-23,74-75); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15); traffic: 144@(68-69,54-55) 102@(62-63,42-43) 84@(28-29,68-69)\n\nMAP (1 char = 2x2 tiles; the char at column c, row r covers x=2c..2c+1, y=2r..2r+1).\nLegend: . empty land \" trees ~ water , rubble * fire w flood ! radiation # road = rail + power line R/C/I zones (lowercase = unpowered) E coal plant N nuclear P police F fire station S stadium O seaport A airport H hospital/church k park\n 0 10 20 30 40 50 60 70 80 90 100 110 <- x\ny= 0 .\"\"#\"\"\".\"\".\"\"\"#\"\"\"\"\".\"k\"k#k\"...\"\"\"\"\"..\"\"\"\"\"\".\"\"\"#\".\"\"\"\"\"\"\"\"\"\ny= 2 .\"\"#rr##################RRRR.PPkk\"\"\"..\"\"\"\"\"\"\"\"\"\"#\"\"\"\"\"\"\"..\"\"\ny= 4 .\"\"#rr\"\"\"\"\"\"\"\"#.k\"kk\"\"\"#RRRRRPP.\"\"\"\"\".\"\".\"\"\"\"\"CC#\"\"\"\"\"\"\"\"\"\".\ny= 6 .\"\"#rr++++\".\"PPRRRRRRRIIIIPPIIIIRR++++++CC\"\"\"\"CC#CC.\"\"\"\"\"\"\".\ny= 8 \"\"\".rr#######PPRRRRRRRIIIIPPIIIIRR######CC#######CC.\"\".\"\"\"..\ny= 10 \"\"\".....#RRRRRRCC#RPPIIII#IIIIIIIIAAAAIIRRRR#RRRRRR....\"\"\"\"\"\ny= 12 ..\".....#RRRRRRCC#RPPIIII#IIIIIIIIAAAAIIRRRR#RRRRRR##..\"\"\"\"\"\ny= 14 \"\"\".++++#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#,,,#RR,,II\"\"\"\"\"\ny= 16 \"\"\"\"....#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#===#RR==II\"\"\"\"\"\ny= 18 \"\"\"\".RRk#RRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRII\"\"\"\ny= 20 ..\"\".RR.#RRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRIIII\"\ny= 22 \"\"\"\"#RR##RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#####RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#kkk#RRRRkkk=RRII\"\"\"\ny= 26 \"RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRRRRRRRIIIIII\"\ny= 28 .RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRRRRRRRIIIIII~\ny= 30 .####RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII###\"~\ny= 32 \"\"\"\"#RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII#EEE~\ny= 34 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#EEE~\ny= 36 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#\"~~~\ny= 38 \"\"\".####################################################~~~~\ny= 40 \"\"\".=PPRRRRRRRR=IPPCCRRCC#CCRRRRRRrrRRRRRRRR############~~~~\ny= 42 \"\"\"\"=PPRRRRRRRR#IPPCCRRCC#CCRRRRRRrrRRRRRRRRIIPPIIIOOOI#~~~~\ny= 44 \"\"\"\"=PPRRRRRRRRCCCCCCCCCC#CCPPkkk=RRRRRRRR#kIIPPIIIOOOI~~~~~\ny= 46 \"\"\"\"###RRRRRRRRCCCCCCCCCC#CCPP####RRRRRRRR+~+~~~~~~~~~~~~~~~\ny= 48 .RRR#RRRRFFRRHHCCCCCCCCCC#RRCCRRFFRRRR#~#~+++~~~~~~~~~~~~~~~\ny= 50 #RRR#RRRRFFRRHHCCCCCCCCCC#RRCCRRFFRRRR~~#~++\"\"~~~~~~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~~~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~+RRRSSS~~~~~~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#~~~~~RRRSSS~~~~~~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"k\"k~~~~~~~\"~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCCCCCCC#CCCC#~~~~~~~~\"\"\"~~~~~~k\"\"\"\".\"\"~~~~\ny= 62 \"\".\"IIII#IIIIIICCCCCCCCCC#CC~~~~~~~~~~~~~~~~~~~PPP\"\"\"...\"\"\"~\ny= 64 \"\"..IIII#IIIIIICCCCCC###=#~~~~~~~~~~~~~~~~~~~~\"PPP\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC+~~=#~~~~~~~~~~~~~~~~PPkk\"\"\"\"kkk\"\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC##+~~=#~II~\"\"kkk\"\"\"\"\"\"\"PP\"\"\"\"\".\"\"\"..\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~+~~=#III\"\"\"kkk\"\"\"\"\"\"\"kkkk\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~+~~=#IIRRR\"\"kk\"\"\"\"\"\"\"kkk\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..\"\"IIII#IIIIIICC~~~IIEE=CC\"RRII\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"..\"\".\ny= 76 \"\"\"\"#############~~~IIEE=CCk\"\"II\"\"\".\"......\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"\"\"IIII#IIIIII~~~~II#####\"PPk\".\"\"\".\"\"\"..\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 80 \"\"\".IIII#IIIIII~~~~II#\"\"=#\"PPk\"\"\"\"\".\"\"\"..\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 82 \"\"\"\"IIII#IIII~~~~~\"##II+=CC..\"\"..\"\".\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"..\"\"\"\ny= 84 .\"\"\"IIII#IIII~~~~\"\"#III##CC\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\".\"\"\ny= 86 ~\"\".FFII#===~~~~\"\"##IICC=\"\"\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"PP\"PP\"\ny= 88 ~\"\"\"FFII=~==~~~.\"\"#\"\"#CC==============================PP=PP=\ny= 90 ~~\"\"II#~===~~~~.\"\"#\"\"#.\"\"\"\".\"\"\"\"\".=.\"\"\"\".\"\"\".\"\"\".\"\"\"\".\",,,,,\ny= 92 \"~~~II#~===~~~~\"\"\"#.\"#\"\"\"\"\"\"\"\"\"\"\".=\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\",,,,,\ny= 94 \".~~II#~===~~~\"\"\"\"#\"\"#\"\"\"\"\"\"\".\"\"\"\"=\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"NNNNNNN\ny= 96 \".\"\"II#~==~~~~\"\"\"\"#.\"#\"...\"\"\".\"\"\"\"=\"\"\".\"\"\"\".\"\".\"\"\"\"\"\"NNNNNNN\ny= 98 \"\"\"\"###+=+++++++++#++#++++++++++++=++++++++++++++++++NNNNNNN\n\nZOOM (full resolution, 1 char = 1 tile, top-left (20,68)):\n 2 3 4 5 \n 0123456789012345678901234567890123456789\ny= 68 ######################+~~~~~~=~#~~~~~~~~\ny= 69 I#III#kkk#CCC#CCC#\"\".~+~~~~~~=~#~~~III.\"\ny= 70 I#III#kkk#CCC#CCC#\"\"~~+~~~~~~=##IIIIII.\"\ny= 71 I#III#kkk#CCC#CCC#.~~~+~~~~~~=#.IIIIII..\ny= 72 #################.~~~~+~~~~\"\"=#.III#RRRR\ny= 73 I#III#III#CCC#...~~~~~+~~..\"\"=######RRRR\ny= 74 I#III#III#CCC#..~~~~~~++EEEE.=#CCC\"\"RRRR\ny= 75 I#III#III#CCC#.~~~~~~IIIEEEE.=#CCC\"\"\"\"\"\"\ny= 76 ##############~~~~~~~IIIEEEE+=#CCC....\"\"\ny= 77 =#===#===#...~~~~~~~.IIIEEEE.=#kkkkk\".\"\"\ny= 78 I#III#III#..~~~~~~~III#########...kkkk..\ny= 79 I#III#III#.~~~~~~.,III#.\"\"kkk=#\"\".PPPkk\"\ny= 80 I#III#III#~~~~~~~..III#+\"\".\"\"=#\"\"\"PPPkk\"\ny= 81 #########~~~~~~~..\".###+\"\"...=#\"\"\"PPP.\"\"\ny= 82 I#III#..~~~~~~~\"\"..##..III+++=#CCC......\ny= 83 I#III#.~~~~~~~\"\"\"..#...III\"\"\"=#CCC....\"\"\ny= 84 I#III#~~~~~~~\"\"\"\"..#IIIIII\"\"\"=#CCC....\"\"\ny= 85 #####~~~~~~~.\"\"\"\"..#III########\"\"\"\"\"\".\"\"\ny= 86 ====~~~~~~~........#III#CCC\"\"=\"\"\"\"\"\"\".\"\"\ny= 87 =.==~~~~~~...\"\"..#######CCC\"\"=\"\"\"..\"\".\"\"\ny= 88 ===~~~~~~~...\"\"..#..\"\"\"#CCC\"\"=\"\"\".....\"\"\ny= 89 ~~=~~~~~~....\"\"..#\"\"\"\"\"#...\"\"===========\ny= 90 ~~~~~~~~~........#\"\"\"\"\"#.......\"\"...\"\"\"\"\ny= 91 =~~~~~~~~....\"\"\"\"#..\"\"\"#...\"\"\".\"\"...\"\"\"\"\ny= 92 ==~~~~~~~\"\"..\"\"\"\"#...\"\"#\"\".\"\"\".\"\"....\"\"\"\n\nEVENTS SINCE LAST TURN: none\nRESULTS OF YOUR LAST ACTIONS: OK funding set: road 25%, fire 0%, police 50% | OK tax rate set to 9% | OK park at (39,4): ok | OK park at (36,4): ok | OK park at (33,4): ok | OK park at (48,0): ok | OK park at (52,0): ok | OK park at (45,0): ok | OK zoom view at (20,68) next turn\nYOUR NOTES FROM LAST TURN: Need population above 25,000 by 1982 while keeping crime below 60. Cash is very limited; avoid zones and major construction. Unpowered zones at (8,3) and (9,6) still need a feasible power connection. Police funding is the priority.", "raw": "{\"thoughts\":\"Cash is too low for new zones or major services. I will power the three remaining unpowered zones cheaply, preserve police coverage and the current tax rate, and avoid spending on growth until demand and finances improve.\",\"notes\":\"Power connections made to unpowered zones at (8,3), (9,6), and (69,40). Keep police at 50%; monitor population, demand, crime, and January cash flow before any new construction.\",\"actions\":[{\"type\":\"power_line\",\"x1\":8,\"y1\":3,\"x2\":8,\"y2\":6},{\"type\":\"power_line\",\"x1\":69,\"y1\":40,\"x2\":69,\"y2\":54},{\"type\":\"funding\",\"road\":25,\"fire\":0,\"police\":50},{\"type\":\"tax\",\"rate\":9},{\"type\":\"zoom\",\"x\":0,\"y\":0}]}", "routed_model": "openai/gpt-5.6-luna", "usage": {"prompt_tokens": 4536, "completion_tokens": 708, "total_tokens": 5244, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 4534, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.00218185, "upstream_inference_prompt_cost": 0.00124729, "upstream_inference_completions_cost": 0.00093456}, "completion_tokens_details": {"reasoning_tokens": 516, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.00218185, "latency_s": 5.91, "thoughts": "Cash is too low for new zones or major services. I will power the three remaining unpowered zones cheaply, preserve police coverage and the current tax rate, and avoid spending on growth until demand and finances improve.", "notes": "Power connections made to unpowered zones at (8,3), (9,6), and (69,40). Keep police at 50%; monitor population, demand, crime, and January cash flow before any new construction.", "actions": [{"type": "power_line", "x1": 8, "y1": 3, "x2": 8, "y2": 6}, {"type": "power_line", "x1": 69, "y1": 40, "x2": 69, "y2": 54}, {"type": "funding", "road": 25, "fire": 0, "police": 50}, {"type": "tax", "rate": 9}, {"type": "zoom", "x": 0, "y": 0}], "actions_dropped": 0, "results": ["REJECTED power_line (8,3)->(8,6): 0/4 tiles ok, $0; 3 blocked by residential e.g. (8, 3); 1 blocked by road e.g. (8, 6)", "OK power_line (69,40)->(69,54): 3/15 tiles ok, $15; 12 blocked by residential e.g. (69, 40)", "OK funding set: road 25%, fire 0%, police 50%", "OK tax rate set to 9%", "OK zoom view at (0,0) next turn"], "state": {"population_now": 18200, "funds": 265, "score": 319, "tax": 9}, "info": {"unpowered_zones": 3, "zones_r": 143, "zones_c": 64, "zones_i": 95, "free_sites": 10}, "wall_s": 166.0} {"turn": 18, "date": "Apr 1976", "model": "openai/gpt-5.6-luna", "prompt": "TASK: Detroit, 1972. Competition from overseas and other economic factors pushed the once 'automobile capital of the world' into recession. Falling land values and unemployment drove crime in the inner city to chronic levels. You have $20,000 and 10 years to reduce crime and rebuild the industrial base. GOAL: the average crime level must be under 60 when the scenario is judged in 1982 (the scenario's own rule), AND the population then must be at least 25,000, a third of 1972's 76,000. (This eval adds the population floor: without it the scenario can be 'won' by letting the city empty out, which cuts crime.)\n\nDATE: Apr 1976 (turn 18 of 40; each turn = 3 months; deadline Jan 1982)\nFUNDS: $250 tax rate 9% funding: road 25%, fire 0%, police 50%\n last January's budget: tax income $756, requested road $2,525, fire $700, police $1,800; cash flow $-4,269/yr\nPOPULATION: 16,160 now (official census 18,900, City); residents 296, commerce 24, industry 40 (engine units)\nZONES: residential 143, commercial 64, industrial 95; unpowered zones: 2\nDEMAND (-100..+100, positive = the city wants more of it): residential -100, commercial -100, industrial -100\nCITY SCORE (re-evaluated each January, like the official census): 319 / 1000 (change -26 at the last evaluation); approval 27%; top problems (share of citizens): taxes 14%, pollution 11%, crime 7%, housing costs 5%\nAVERAGES (0-255, lower is better except land value): crime 40, pollution 43, traffic 2, land value 62\nSERVICES: coal plants 2, nuclear 3, police 18, fire stations 7, stadiums 1, seaports 1, airports 1; road tiles 2412, rail tiles 598; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 40); population must be >= 25,000\n\nBUILDINGS (top-left; * = unpowered): coal power plant x2: (44,74) (113,32); nuclear power plant x3: (107,95) (111,95) (115,95); police station x18: (10,40) (10,43) (18,52) (26,6)* (35,40) (39,10) (47,14) (52,6) (54,79)* (56,44)* (59,3) (85,66)* (92,42) (94,63)* (97,63)* (102,31) (108,86)* (114,86)*; fire station x7: (9,86) (18,14) (18,48) (43,19) (47,31) (64,48) (98,31); stadium x1: (87,53); seaport x1: (103,42); airport x1: (69,11)\nUNPOWERED ZONES (top-left): (8,3) (9,6)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (51,78) (42,0) (39,0) (36,0) (33,0) (23,6) (14,16) (30,0) (6,40) (6,44)\nLARGE OPEN AREAS (top-left, size): (101,67) 19x19 (64,73) 16x16 (83,74) 15x15 (105,0) 15x15 (84,0) 9x9 (0,7) 8x8\nHOT SPOTS (value@tile range): crime: 228@(22-23,72-73) 226@(22-23,76-77) 210@(76-77,44-45); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15); traffic: 174@(76-77,46-47) 152@(84-85,54-55) 152@(84-85,52-53)\n\nMAP (1 char = 2x2 tiles; the char at column c, row r covers x=2c..2c+1, y=2r..2r+1).\nLegend: . empty land \" trees ~ water , rubble * fire w flood ! radiation # road = rail + power line R/C/I zones (lowercase = unpowered) E coal plant N nuclear P police F fire station S stadium O seaport A airport H hospital/church k park\n 0 10 20 30 40 50 60 70 80 90 100 110 <- x\ny= 0 .\"\"#\"\"\".\"\".\"\"\"#\"\"\"\"\".\"k\"k#k\"...\"\"\"\"\"..\"\"\"\"\"\".\"\"\"#\".\"\"\"\"\"\"\"\"\"\ny= 2 .\"\"#rr##################RRRR.PPkk\"\"\"..\"\"\"\"\"\"\"\"\"\"#\"\"\"\"\"\"\"..\"\"\ny= 4 .\"\"#rr\"\"\"\"\"\"\"\"#.k\"kk\"\"\"#RRRRRPP.\"\"\"\"\".\"\".\"\"\"\"\"CC#\"\"\"\"\"\"\"\"\"\".\ny= 6 .\"\"#rr++++\".\"PPRRRRRRRIIIIPPIIIIRR++++++CC\"\"\"\"CC#CC.\"\"\"\"\"\"\".\ny= 8 \"\"\".rr#######PPRRRRRRRIIIIPPIIIIRR######CC#######CC.\"\".\"\"\"..\ny= 10 \"\"\".....#RRRRRRCC#RPPIIII#IIIIIIIIAAAAIIRRRR#RRRRRR....\"\"\"\"\"\ny= 12 ..\".....#RRRRRRCC#RPPIIII#IIIIIIIIAAAAIIRRRR#RRRRRR##..\"\"\"\"\"\ny= 14 \"\"\".++++#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#,,,#RR,,II\"\"\"\"\"\ny= 16 \"\"\"\"....#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#===#RR==II\"\"\"\"\"\ny= 18 \"\"\"\".RRk#RRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRII\"\"\"\ny= 20 ..\"\".RR.#RRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRIIII\"\ny= 22 \"\"\"\"#RR##RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#####RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#kkk#RRRRkkk=RRII\"\"\"\ny= 26 \"RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRRRRRRRIIIIII\"\ny= 28 .RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRRRRRRRIIIIII~\ny= 30 .####RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII###\"~\ny= 32 \"\"\"\"#RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII#EEE~\ny= 34 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#EEE~\ny= 36 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#\"~~~\ny= 38 \"\"\".####################################################~~~~\ny= 40 \"\"\".=PPRRRRRRRR=IPPCCRRCC#CCRRRRRRRRRRRRRRRR############~~~~\ny= 42 \"\"\"\"=PPRRRRRRRR#IPPCCRRCC#CCRRRRRRRRRRRRRRRRIIPPIIIOOOI#~~~~\ny= 44 \"\"\"\"=PPRRRRRRRRCCCCCCCCCC#CCPPkkk=RRRRRRRR#kIIPPIIIOOOI~~~~~\ny= 46 \"\"\"\"###RRRRRRRRCCCCCCCCCC#CCPP####RRRRRRRR+~+~~~~~~~~~~~~~~~\ny= 48 .RRR#RRRRFFRRHHCCCCCCCCCC#RRCCRRFFRRRR#~#~+++~~~~~~~~~~~~~~~\ny= 50 #RRR#RRRRFFRRHHCCCCCCCCCC#RRCCRRFFRRRR~~#~++\"\"~~~~~~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~~~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~+RRRSSS~~~~~~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#~~~~~RRRSSS~~~~~~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"k\"k~~~~~~~\"~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCCCCCCC#CCCC#~~~~~~~~\"\"\"~~~~~~k\"\"\"\".\"\"~~~~\ny= 62 \"\".\"IIII#IIIIIICCCCCCCCCC#CC~~~~~~~~~~~~~~~~~~~PPP\"\"\"...\"\"\"~\ny= 64 \"\"..IIII#IIIIIICCCCCC###=#~~~~~~~~~~~~~~~~~~~~\"PPP\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC+~~=#~~~~~~~~~~~~~~~~PPkk\"\"\"\"kkk\"\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC##+~~=#~II~\"\"kkk\"\"\"\"\"\"\"PP\"\"\"\"\".\"\"\"..\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~+~~=#III\"\"\"kkk\"\"\"\"\"\"\"kkkk\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~+~~=#IIRRR\"\"kk\"\"\"\"\"\"\"kkk\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..\"\"IIII#IIIIIICC~~~IIEE=CC\"RRII\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"..\"\".\ny= 76 \"\"\"\"#############~~~IIEE=CCk\"\"II\"\"\".\"......\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"\"\"IIII#IIIIII~~~~II#####\"PPk\".\"\"\".\"\"\"..\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 80 \"\"\".IIII#IIIIII~~~~II#\"\"=#\"PPk\"\"\"\"\".\"\"\"..\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 82 \"\"\"\"IIII#IIII~~~~~\"##II+=CC..\"\"..\"\".\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"..\"\"\"\ny= 84 .\"\"\"IIII#IIII~~~~\"\"#III##CC\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\".\"\"\ny= 86 ~\"\".FFII#===~~~~\"\"##IICC=\"\"\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"PP\"PP\"\ny= 88 ~\"\"\"FFII=~==~~~.\"\"#\"\"#CC==============================PP=PP=\ny= 90 ~~\"\"II#~===~~~~.\"\"#\"\"#.\"\"\"\".\"\"\"\"\".=.\"\"\"\".\"\"\".\"\"\".\"\"\"\".\",,,,,\ny= 92 \"~~~II#~===~~~~\"\"\"#.\"#\"\"\"\"\"\"\"\"\"\"\".=\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\",,,,,\ny= 94 \".~~II#~===~~~\"\"\"\"#\"\"#\"\"\"\"\"\"\".\"\"\"\"=\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"NNNNNNN\ny= 96 \".\"\"II#~==~~~~\"\"\"\"#.\"#\"...\"\"\".\"\"\"\"=\"\"\".\"\"\"\".\"\".\"\"\"\"\"\"NNNNNNN\ny= 98 \"\"\"\"###+=+++++++++#++#++++++++++++=++++++++++++++++++NNNNNNN\n\nZOOM (full resolution, 1 char = 1 tile, top-left (0,0)):\n 0 1 2 3 \n 0123456789012345678901234567890123456789\ny= 0 ......#................\"\"...#...........\ny= 1 ...\"\".##\"\"\"\"\"\"...\"\"\"...\"\"\"\".#.\"\"\"\"\".\"\"\".\ny= 2 ..\"\"\"\"\"#\"\"\"\"\"\"...\"\"\"\"\".\"\"\"\".#.\"\"\"\"\".\"\"\".\ny= 3 ..\"\"\"\"\"#RRR#############################\ny= 4 ..\"\"\"\"\"#RRR\"\"\".\"\"\".\"\"\"\"\"\"\"\"\"#...\"k.\"k\"\"k\ny= 5 ..\"\"\"\"\"#RRR\"\"..\"\"\".\"\"\"\"\"\"\"\"\"##....\"\"\"\"\".\ny= 6 ..\"\"\"\"\"##RRR+++++++\"\"\"...\"PPP#RRR.\"\"\"\"\".\ny= 7 ..\"\"\"\"..#RRR\"\"\"\"...\"\"\"....PPP#RRR..RRR.R\ny= 8 \"\"\"\"\"...#RRR\"\"\"\"...\"\"\"....PPP#RRR..RRR.R\ny= 9 \"\".\"\"...###########################RRR.R\ny= 10 \"\"\"\"\"\"...........#RRR#RRR#RRR#=CCC#,RRRP\ny= 11 \"\"\"\"\"\"...........#RRR#RRR#RRR#=CCC#,RRRP\ny= 12 .................#RRR#RRR#RRR#=CCC#,RRRP\ny= 13 ....\"\"...........#######################\ny= 14 \"\"\".\"\"..+++++++++#FFF#RRR#RRR#=CCC#CCC#C\ny= 15 \"\"\"\".............#FFF#RRR#RRR#=CCC#CCC#C\ny= 16 \"\"\"\".\"\"\".........#FFF#RRR#RRR#=CCC#CCC#C\ny= 17 \"\"\".\"\"\"\".........#===#===#===#====#===#=\ny= 18 \"\"\".\"\"\"\".........#######################\ny= 19 \"\"\".\"\"\"\"..RRR.kkk#RRR#RRR#RRR#=RRR#RRR#R\ny= 20 ....\"\"\"\"..RRR....#RRR#RRR#RRR#=RRR#RRR#R\ny= 21 ....\"\"\"\"..RRR#...#RRR#RRR#RRR#=RRR#RRR#R\ny= 22 \"\"\"\".\"\"\"################################\ny= 23 \"\"\"\".\"\"\"#=RRR#kkk#RRR#RRR#RRR#=RRR#RRR#R\ny= 24 \"\"\"\"\".\"\"#=RRR#kkk#RRR#RRR#RRR#=RRR#RRR#R\n\nEVENTS SINCE LAST TURN: none\nRESULTS OF YOUR LAST ACTIONS: REJECTED power_line (8,3)->(8,6): 0/4 tiles ok, $0; 3 blocked by residential e.g. (8, 3); 1 blocked by road e.g. (8, 6) | OK power_line (69,40)->(69,54): 3/15 tiles ok, $15; 12 blocked by residential e.g. (69, 40) | OK funding set: road 25%, fire 0%, police 50% | OK tax rate set to 9% | OK zoom view at (0,0) next turn\nYOUR NOTES FROM LAST TURN: Power connections made to unpowered zones at (8,3), (9,6), and (69,40). Keep police at 50%; monitor population, demand, crime, and January cash flow before any new construction.", "raw": "{\"thoughts\":\"The city is cash-starved with collapsing demand, so expensive expansion is unsafe. Lowering taxes should improve demand and approval, while a few inexpensive parks can raise land value and support population retention; keep police funding steady and avoid new zones until demand recovers.\",\"notes\":\"Cash was $250 in Apr 1976. Tax reduced to 6%; police 50%, road 25%, fire 0%. Existing population 16,160 must reach 25,000 by Jan 1982. Recheck demand, cash flow, unpowered zones, and crime next turn.\",\"actions\":[{\"type\":\"tax\",\"rate\":6},{\"type\":\"funding\",\"road\":25,\"fire\":0,\"police\":50},{\"type\":\"build\",\"what\":\"park\",\"x\":51,\"y\":78},{\"type\":\"build\",\"what\":\"park\",\"x\":52,\"y\":78},{\"type\":\"build\",\"what\":\"park\",\"x\":51,\"y\":79},{\"type\":\"build\",\"what\":\"park\",\"x\":52,\"y\":79},{\"type\":\"build\",\"what\":\"park\",\"x\":51,\"y\":80},{\"type\":\"build\",\"what\":\"park\",\"x\":52,\"y\":80},{\"type\":\"build\",\"what\":\"park\",\"x\":49,\"y\":78},{\"type\":\"build\",\"what\":\"park\",\"x\":50,\"y\":78},{\"type\":\"build\",\"what\":\"park\",\"x\":49,\"y\":79},{\"type\":\"build\",\"what\":\"park\",\"x\":50,\"y\":79},{\"type\":\"zoom\",\"x\":45,\"y\":72}]}", "routed_model": "openai/gpt-5.6-luna", "usage": {"prompt_tokens": 4588, "completion_tokens": 844, "total_tokens": 5432, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 4586, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.00237567, "upstream_inference_prompt_cost": 0.00126159, "upstream_inference_completions_cost": 0.00111408}, "completion_tokens_details": {"reasoning_tokens": 516, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.00237567, "latency_s": 6.77, "thoughts": "The city is cash-starved with collapsing demand, so expensive expansion is unsafe. Lowering taxes should improve demand and approval, while a few inexpensive parks can raise land value and support population retention; keep police funding steady and avoid new zones until demand recovers.", "notes": "Cash was $250 in Apr 1976. Tax reduced to 6%; police 50%, road 25%, fire 0%. Existing population 16,160 must reach 25,000 by Jan 1982. Recheck demand, cash flow, unpowered zones, and crime next turn.", "actions": [{"type": "tax", "rate": 6}, {"type": "funding", "road": 25, "fire": 0, "police": 50}, {"type": "build", "what": "park", "x": 51, "y": 78}, {"type": "build", "what": "park", "x": 52, "y": 78}, {"type": "build", "what": "park", "x": 51, "y": 79}, {"type": "build", "what": "park", "x": 52, "y": 79}, {"type": "build", "what": "park", "x": 51, "y": 80}, {"type": "build", "what": "park", "x": 52, "y": 80}, {"type": "build", "what": "park", "x": 49, "y": 78}, {"type": "build", "what": "park", "x": 50, "y": 78}, {"type": "build", "what": "park", "x": 49, "y": 79}, {"type": "build", "what": "park", "x": 50, "y": 79}, {"type": "zoom", "x": 45, "y": 72}], "actions_dropped": 0, "results": ["OK tax rate set to 6%", "OK funding set: road 25%, fire 0%, police 50%", "OK park at (51,78): ok", "OK park at (52,78): ok", "OK park at (51,79): ok", "OK park at (52,79): ok", "OK park at (51,80): ok", "OK park at (52,80): ok", "REJECTED park at (49,78): blocked by road (e.g. (49,78)); bulldoze first or pick another site", "REJECTED park at (50,78): blocked by road (e.g. (50,78)); bulldoze first or pick another site", "REJECTED park at (49,79): blocked by rail (e.g. (49,79)); bulldoze first or pick another site", "REJECTED park at (50,79): blocked by road (e.g. (50,79)); bulldoze first or pick another site", "OK zoom view at (45,72) next turn"], "state": {"population_now": 16160, "funds": 250, "score": 319, "tax": 9}, "info": {"unpowered_zones": 2, "zones_r": 143, "zones_c": 64, "zones_i": 95, "free_sites": 10}, "wall_s": 173.0} {"turn": 19, "date": "Jul 1976", "model": "openai/gpt-5.6-luna", "prompt": "TASK: Detroit, 1972. Competition from overseas and other economic factors pushed the once 'automobile capital of the world' into recession. Falling land values and unemployment drove crime in the inner city to chronic levels. You have $20,000 and 10 years to reduce crime and rebuild the industrial base. GOAL: the average crime level must be under 60 when the scenario is judged in 1982 (the scenario's own rule), AND the population then must be at least 25,000, a third of 1972's 76,000. (This eval adds the population floor: without it the scenario can be 'won' by letting the city empty out, which cuts crime.)\n\nDATE: Jul 1976 (turn 19 of 40; each turn = 3 months; deadline Jan 1982)\nFUNDS: $186 tax rate 6% funding: road 25%, fire 0%, police 50%\n last January's budget: tax income $756, requested road $2,525, fire $700, police $1,800; cash flow $-4,269/yr\nPOPULATION: 14,460 now (official census 18,900, City); residents 275, commerce 24, industry 32 (engine units)\nZONES: residential 143, commercial 64, industrial 95; unpowered zones: 3\nDEMAND (-100..+100, positive = the city wants more of it): residential -100, commercial -100, industrial -100\nCITY SCORE (re-evaluated each January, like the official census): 319 / 1000 (change -26 at the last evaluation); approval 27%; top problems (share of citizens): taxes 14%, pollution 11%, crime 7%, housing costs 5%\nAVERAGES (0-255, lower is better except land value): crime 38, pollution 43, traffic 2, land value 62\nSERVICES: coal plants 2, nuclear 3, police 18, fire stations 7, stadiums 1, seaports 1, airports 1; road tiles 2392, rail tiles 598; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 38); population must be >= 25,000\n\nBUILDINGS (top-left; * = unpowered): coal power plant x2: (44,74) (113,32); nuclear power plant x3: (107,95) (111,95) (115,95); police station x18: (10,40) (10,43) (18,52) (26,6)* (35,40) (39,10) (47,14) (52,6) (54,79)* (56,44)* (59,3) (85,66)* (92,42) (94,63)* (97,63)* (102,31) (108,86)* (114,86)*; fire station x7: (9,86) (18,14) (18,48) (43,19) (47,31) (64,48) (98,31); stadium x1: (87,53); seaport x1: (103,42); airport x1: (69,11)\nUNPOWERED ZONES (top-left): (8,3) (9,6) (60,35)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (42,0) (39,0) (36,0) (33,0) (23,6) (14,16) (30,0) (6,40) (6,44) (36,81)\nLARGE OPEN AREAS (top-left, size): (101,67) 19x19 (64,73) 16x16 (83,74) 15x15 (105,0) 15x15 (84,0) 9x9 (0,7) 8x8\nHOT SPOTS (value@tile range): crime: 202@(22-23,76-77) 202@(22-23,72-73) 190@(76-77,44-45); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15); traffic: 124@(32-33,26-27) 84@(34-35,28-29) 82@(80-81,42-43)\n\nMAP (1 char = 2x2 tiles; the char at column c, row r covers x=2c..2c+1, y=2r..2r+1).\nLegend: . empty land \" trees ~ water , rubble * fire w flood ! radiation # road = rail + power line R/C/I zones (lowercase = unpowered) E coal plant N nuclear P police F fire station S stadium O seaport A airport H hospital/church k park\n 0 10 20 30 40 50 60 70 80 90 100 110 <- x\ny= 0 .\"\"#\"\"\".\"\".\"\"\"#\"\"\"\"\".\"k\"k#k\"...\"\"\"\"\"..\"\"\"\"\"\".\"\"\"#\".\"\"\"\"\"\"\"\"\"\ny= 2 .\"\"#rr##################RRRR.PPkk\"\"\"..\"\"\"\"\"\"\"\"\"\"#\"\"\"\"\"\"\"..\"\"\ny= 4 .\"\"#rr\"\"\"\"\"\"\"\"#.k\"kk\"\"\"#RRRRRPP.\"\"\"\"\".\"\".\"\"\"\"\"CC#\"\"\"\"\"\"\"\"\"\".\ny= 6 .\"\"#rr++++\".\"PPRRRRRRRIIIIPPIIIIRR++++++CC\"\"\"\"CC#CC.\"\"\"\"\"\"\".\ny= 8 \"\"\".rr#######PPRRRRRRRIIIIPPIIIIRR######CC#######CC.\"\".\"\"\"..\ny= 10 \"\"\".....#RRRRRRCC#RPPIIII#IIIIIIIIAAAAIIRRRR#RRRRRR....\"\"\"\"\"\ny= 12 ..\".....#RRRRRRCC#RPPIIII#IIIIIIIIAAAAIIRRRR#RRRRRR##..\"\"\"\"\"\ny= 14 \"\"\".++++#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#,,,#RR,,II\"\"\"\"\"\ny= 16 \"\"\"\"....#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#===#RR==II\"\"\"\"\"\ny= 18 \"\"\"\".RRk#RRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRII\"\"\"\ny= 20 ..\"\".RR.#RRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRIIII\"\ny= 22 \"\"\"\"#RR##RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#####RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#kkk#RRRRkkk=RRII\"\"\"\ny= 26 \"RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRRRRRRRIIIIII\"\ny= 28 .RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRRRRRRRIIIIII~\ny= 30 .####RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII###\"~\ny= 32 \"\"\"\"#RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII#EEE~\ny= 34 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCrrRRRRRRRRRRRR#RRRRRRRRRR#EEE~\ny= 36 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCrrRRRRRRRRRRRR#RRRRRRRRRR#\"~~~\ny= 38 \"\"\".####################################################~~~~\ny= 40 \"\"\".=PPRRRRRRRR=IPPCCRRCC#CCRRRRRRRRRRRRRRRR############~~~~\ny= 42 \"\"\"\"=PPRRRRRRRR#IPPCCRRCC#CCRRRRRRRRRRRRRRRRIIPPIIIOOOI#~~~~\ny= 44 \"\"\"\"=PPRRRRRRRRCCCCCCCCCC#CCPPkkk=RRRRRRRR#kIIPPIIIOOOI~~~~~\ny= 46 \"\"\"\"###RRRRRRRRCCCCCCCCCC#CCPP####RRRRRRRR+~+~~~~~~~~~~~~~~~\ny= 48 .RRR#RRRRFFRRHHCCCCCCCCCC#RRCCRRFFRRRR#~#~+++~~~~~~~~~~~~~~~\ny= 50 #RRR#RRRRFFRRHHCCCCCCCCCC#RRCCRRFFRRRR~~#~++\"\"~~~~~~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~~~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~+RRRSSS~~~~~~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#~~~~~RRRSSS~~~~~~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"k\"k~~~~~~~\"~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCCCCCCC#CCCC#~~~~~~~~\"\"\"~~~~~~k\"\"\"\".\"\"~~~~\ny= 62 \"\".\"IIII#IIIIIICCCCCCCCCC#CC~~~~~~~~~~~~~~~~~~~PPP\"\"\"...\"\"\"~\ny= 64 \"\"..IIII#IIIIIICCCCCC###=#~~~~~~~~~~~~~~~~~~~~\"PPP\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC+~~=#~~~~~~~~~~~~~~~~PPkk\"\"\"\"kkk\"\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC##+~~=#~II~\"\"kkk\"\"\"\"\"\"\"PP\"\"\"\"\".\"\"\"..\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~+~~=#III\"\"\"kkk\"\"\"\"\"\"\"kkkk\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~+~~=#IIRRR\"\"kk\"\"\"\"\"\"\"kkk\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..\"\"IIII#IIIIIICC~~~IIEE=CC\"RRII\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"..\"\".\ny= 76 \"\"\"\"#############~~~IIEE=CCk\"\"II\"\"\".\"......\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"\"\"IIII#IIIIII~~~~II#####kPPk\".\"\"\".\"\"\"..\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 80 \"\"\".IIII#IIIIII~~~~II#\"\"=#kPPk\"\"\"\"\".\"\"\"..\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 82 \"\"\"\"IIII#IIII~~~~~\"##II+=CC..\"\"..\"\".\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"..\"\"\"\ny= 84 .\"\"\"IIII#IIII~~~~\"\"#III##CC\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\".\"\"\ny= 86 ~\"\".FFII#===~~~~\"\"##IICC=\"\"\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"PP\"PP\"\ny= 88 ~\"\"\"FFII=~==~~~.\"\"#\"\"#CC==============================PP=PP=\ny= 90 ~~\"\"II#~===~~~~.\"\"#\"\"#.\"\"\"\".\"\"\"\"\".=.\"\"\"\".\"\"\".\"\"\".\"\"\"\".\",,,,,\ny= 92 \"~~~II#~===~~~~\"\"\"#.\"#\"\"\"\"\"\"\"\"\"\"\".=\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\",,,,,\ny= 94 \".~~II#~===~~~\"\"\"\"#\"\"#\"\"\"\"\"\"\".\"\"\"\"=\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"NNNNNNN\ny= 96 \".\"\"II#~==~~~~\"\"\"\"#.\"#\"...\"\"\".\"\"\"\"=\"\"\".\"\"\"\".\"\".\"\"\"\"\"\"NNNNNNN\ny= 98 \"\"\"\"###+=+++++++++#++#++++++++++++=++++++++++++++++++NNNNNNN\n\nZOOM (full resolution, 1 char = 1 tile, top-left (45,72)):\n 5 6 7 8 \n 5678901234567890123456789012345678901234\ny= 72 ~~\"\"=#.III#RRRRRR....kkkk\".\"\"\"..\"\"\"\"\"\"\"k\ny= 73 ..\"\"=######RRRRRR\"\"\"\"\"\"\"\"\".\"\"..\"\"\"\"\"\"\"\"k\ny= 74 EEE.=#CCC\"\"RRRRRR\"\"\"\"\"\"\"\"\"....\"\"\"\"\"\"\"\"\"\"\ny= 75 EEE.=#CCC\"\"\"\"\"\"\"III..\"\".......\"\"\".....\"\"\ny= 76 EEE+=#CCC....\"\"\"III........\"\"...........\ny= 77 EEE.=#kkkkk\".\"\"\"III.\"\"\"\"\"..\"\"...........\ny= 78 ######kk.kkkk..\"\"..\"\"\"\"\"\"...............\ny= 79 \"kkk=#kk.PPPkk\"\"...\"\"\"\"\"...\"\"\"\"\"......\"\"\ny= 80 \".\"\"=#kk\"PPPkk\"\".\"\".\"\".\"\"..\"\"\"\"\"\".....\"\"\ny= 81 \"...=#\"\"\"PPP.\"\"\"\"\"\"...\"\"\"..\"\"\".\"\".......\ny= 82 I+++=#CCC......\"\"....\"\"\"\"...\"\"...\"\"\"...\"\ny= 83 I\"\"\"=#CCC....\"\"\"\"....\"\"\"\"........\"\"\"\"\".\"\ny= 84 I\"\"\"=#CCC....\"\"\"\".\"\".\"\"\"\"...\"\"...\"\"\"\"\".\"\ny= 85 ######\"\"\"\"\"\".\"\"\"\".\"\"..\"\"\"...\"\"..\"\"\"\"\"\"\".\ny= 86 CC\"\"=\"\"\"\"\"\"\".\"\"\"\"\".......\"\".\"\"\".\"\".\"\"\"\".\ny= 87 CC\"\"=\"\"\"..\"\".\"\"\"\"\".....\"\"\"\".\"\"\".....\"\"\"\"\ny= 88 CC\"\"=\"\"\".....\"\"\"\"\".....\"\"\"\".\"\"\".....\"\"\"\"\ny= 89 ..\"\"====================================\ny= 90 ......\"\"...\"\"\"\"\"\"\"\"\"....=...\"\"\"\"\"\"....\"\"\ny= 91 ..\"\"\".\"\"...\"\"\"\"\"\"\"\"\"....=...\"\"\"\"\"\"....\"\"\ny= 92 \".\"\"\".\"\"....\"\"\"\"\"\"\"\"....=\"\"...\"\"\"\"....\"\"\ny= 93 \".\"\"\".\"\"\"\"\".....\"\"\"\".....\"\"\"...\"\"\"\"...\"\"\ny= 94 \".\"\"\"\".\"\"\"\"\"...\"\"\"\"\"\"\"\"\"=\"\"\"...\"\"\"\"\"\"..\"\ny= 95 \".\"\"\"\".\"\"\"\"\"\"..\"\"\"\"\"\"\"\"\"=\"\"\"\"\".\"\"\"\"\"\"\"\"\"\ny= 96 \"......\"\"\"\"\"\"...\"\"\"\"\"\"\"\"=\"\"\"\"\"\"...\"\"\"\"\"\"\n\nEVENTS SINCE LAST TURN: none\nRESULTS OF YOUR LAST ACTIONS: OK tax rate set to 6% | OK funding set: road 25%, fire 0%, police 50% | OK park at (51,78): ok | OK park at (52,78): ok | OK park at (51,79): ok | OK park at (52,79): ok | OK park at (51,80): ok | OK park at (52,80): ok | REJECTED park at (49,78): blocked by road (e.g. (49,78)); bulldoze first or pick another site | REJECTED park at (50,78): blocked by road (e.g. (50,78)); bulldoze first or pick another site | REJECTED park at (49,79): blocked by rail (e.g. (49,79)); bulldoze first or pick another site | REJECTED park at (50,79): blocked by road (e.g. (50,79)); bulldoze first or pick another site | OK zoom view at (45,72) next turn\nYOUR NOTES FROM LAST TURN: Cash was $250 in Apr 1976. Tax reduced to 6%; police 50%, road 25%, fire 0%. Existing population 16,160 must reach 25,000 by Jan 1982. Recheck demand, cash flow, unpowered zones, and crime next turn.", "raw": "{\"thoughts\":\"Cash is critically low and demand is deeply negative, so new zoning will not grow. I will minimize near-term departmental spending, keep taxes low to encourage recovery, and connect the three unpowered zones cheaply in case demand improves.\",\"notes\":\"Treasury $186. Demand -100 across all zones; population must reach 25,000 by Jan 1982. Police crime currently acceptable at 38, but funding is being cut temporarily to avoid insolvency. Check demand, cash, and crime next turn.\",\"actions\":[{\"type\":\"tax\",\"rate\":4},{\"type\":\"funding\",\"road\":0,\"fire\":0,\"police\":0},{\"type\":\"power_line\",\"x1\":8,\"y1\":3,\"x2\":8,\"y2\":6},{\"type\":\"power_line\",\"x1\":9,\"y1\":6,\"x2\":12,\"y2\":6},{\"type\":\"power_line\",\"x1\":60,\"y1\":35,\"x2\":60,\"y2\":38}]}", "routed_model": "openai/gpt-5.6-luna", "usage": {"prompt_tokens": 4594, "completion_tokens": 732, "total_tokens": 5326, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 4592, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.00222948, "upstream_inference_prompt_cost": 0.00126324, "upstream_inference_completions_cost": 0.00096624}, "completion_tokens_details": {"reasoning_tokens": 516, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.00222948, "latency_s": 11.27, "thoughts": "Cash is critically low and demand is deeply negative, so new zoning will not grow. I will minimize near-term departmental spending, keep taxes low to encourage recovery, and connect the three unpowered zones cheaply in case demand improves.", "notes": "Treasury $186. Demand -100 across all zones; population must reach 25,000 by Jan 1982. Police crime currently acceptable at 38, but funding is being cut temporarily to avoid insolvency. Check demand, cash, and crime next turn.", "actions": [{"type": "tax", "rate": 4}, {"type": "funding", "road": 0, "fire": 0, "police": 0}, {"type": "power_line", "x1": 8, "y1": 3, "x2": 8, "y2": 6}, {"type": "power_line", "x1": 9, "y1": 6, "x2": 12, "y2": 6}, {"type": "power_line", "x1": 60, "y1": 35, "x2": 60, "y2": 38}], "actions_dropped": 0, "results": ["OK tax rate set to 4%", "OK funding set: road 0%, fire 0%, police 0%", "REJECTED power_line (8,3)->(8,6): 0/4 tiles ok, $0; 3 blocked by residential e.g. (8, 3); 1 blocked by road e.g. (8, 6)", "REJECTED power_line (9,6)->(12,6): 0/4 tiles ok, $0; 3 blocked by residential e.g. (9, 6); 1 blocked by power line e.g. (12, 6)", "OK power_line (60,35)->(60,38): 1/4 tiles ok, $5; 3 blocked by residential e.g. (60, 35)"], "state": {"population_now": 14460, "funds": 186, "score": 319, "tax": 6}, "info": {"unpowered_zones": 3, "zones_r": 143, "zones_c": 64, "zones_i": 95, "free_sites": 10}, "wall_s": 184.4} {"turn": 20, "date": "Oct 1976", "model": "openai/gpt-5.6-luna", "prompt": "TASK: Detroit, 1972. Competition from overseas and other economic factors pushed the once 'automobile capital of the world' into recession. Falling land values and unemployment drove crime in the inner city to chronic levels. You have $20,000 and 10 years to reduce crime and rebuild the industrial base. GOAL: the average crime level must be under 60 when the scenario is judged in 1982 (the scenario's own rule), AND the population then must be at least 25,000, a third of 1972's 76,000. (This eval adds the population floor: without it the scenario can be 'won' by letting the city empty out, which cuts crime.)\n\nDATE: Oct 1976 (turn 20 of 40; each turn = 3 months; deadline Jan 1982)\nFUNDS: $181 tax rate 4% funding: road 0%, fire 0%, police 0%\n last January's budget: tax income $756, requested road $2,525, fire $700, police $1,800; cash flow $-4,269/yr\nPOPULATION: 12,480 now (official census 18,900, City); residents 240, commerce 22, industry 26 (engine units)\nZONES: residential 143, commercial 64, industrial 95; unpowered zones: 3\nDEMAND (-100..+100, positive = the city wants more of it): residential -100, commercial -100, industrial -100\nCITY SCORE (re-evaluated each January, like the official census): 319 / 1000 (change -26 at the last evaluation); approval 27%; top problems (share of citizens): taxes 14%, pollution 11%, crime 7%, housing costs 5%\nAVERAGES (0-255, lower is better except land value): crime 38, pollution 40, traffic 2, land value 62\nSERVICES: coal plants 2, nuclear 3, police 18, fire stations 7, stadiums 1, seaports 1, airports 1; road tiles 2402, rail tiles 597; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 38); population must be >= 25,000\n\nBUILDINGS (top-left; * = unpowered): coal power plant x2: (44,74) (113,32); nuclear power plant x3: (107,95) (111,95) (115,95); police station x18: (10,40) (10,43) (18,52) (26,6)* (35,40) (39,10) (47,14) (52,6) (54,79)* (56,44)* (59,3) (85,66)* (92,42) (94,63)* (97,63)* (102,31) (108,86)* (114,86)*; fire station x7: (9,86) (18,14) (18,48) (43,19) (47,31) (64,48) (98,31); stadium x1: (87,53); seaport x1: (103,42); airport x1: (69,11)\nUNPOWERED ZONES (top-left): (8,3) (9,6) (22,27)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (42,0) (39,0) (36,0) (33,0) (23,6) (14,16) (30,0) (6,40) (6,44) (36,81)\nLARGE OPEN AREAS (top-left, size): (101,67) 19x19 (64,73) 16x16 (83,74) 15x15 (105,0) 15x15 (84,0) 9x9 (0,7) 8x8\nHOT SPOTS (value@tile range): crime: 202@(22-23,76-77) 202@(22-23,72-73) 190@(76-77,44-45); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15); traffic: 86@(32-33,26-27) 76@(62-63,54-55) 76@(60-61,54-55)\n\nMAP (1 char = 2x2 tiles; the char at column c, row r covers x=2c..2c+1, y=2r..2r+1).\nLegend: . empty land \" trees ~ water , rubble * fire w flood ! radiation # road = rail + power line R/C/I zones (lowercase = unpowered) E coal plant N nuclear P police F fire station S stadium O seaport A airport H hospital/church k park\n 0 10 20 30 40 50 60 70 80 90 100 110 <- x\ny= 0 .\"\"#\"\"\".\"\".\"\"\"#\"\"\"\"\".\"k\"k#k\"...\"\"\"\"\"..\"\"\"\"\"\".\"\"\"#\".\"\"\"\"\"\"\"\"\"\ny= 2 .\"\"#rr##################RRRR.PPkk\"\"\"..\"\"\"\"\"\"\"\"\"\"#\"\"\"\"\"\"\"..\"\"\ny= 4 .\"\"#rr\"\"\"\"\"\"\"\"#.k\"kk\"\"\"#RRRRRPP.\"\"\"\"\".\"\".\"\"\"\"\"CC#\"\"\"\"\"\"\"\"\"\".\ny= 6 .\"\"#rr++++\".\"PPRRRRRRRIIIIPPIIIIRR++++++CC\"\"\"\"CC#CC.\"\"\"\"\"\"\".\ny= 8 \"\"\".rr#######PPRRRRRRRIIIIPPIIIIRR######CC#######CC.\"\".\"\"\"..\ny= 10 \"\"\".....#RRRRRRCC#RPPIIII#IIIIIIIIAAAAIIRRRR#RRRRRR....\"\"\"\"\"\ny= 12 ..\".....#RRRRRRCC#RPPIIII#IIIIIIIIAAAAIIRRRR#RRRRRR##..\"\"\"\"\"\ny= 14 \"\"\".++++#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#,,,#RR,,II\"\"\"\"\"\ny= 16 \"\"\"\"....#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#===#RR==II\"\"\"\"\"\ny= 18 \"\"\"\".RRk#RRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRII\"\"\"\ny= 20 ..\"\".RR.#RRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRIIII\"\ny= 22 \"\"\"\"#RR##RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#####RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#kkk#RRRRkkk=RRII\"\"\"\ny= 26 \"RRR#RRRRRRrrRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRRRRRRRIIIIII\"\ny= 28 .RRR#RRRRRRrrRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRRRRRRRIIIIII~\ny= 30 .####RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII###\"~\ny= 32 \"\"\"\"#RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII#EEE~\ny= 34 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#EEE~\ny= 36 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#\"~~~\ny= 38 \"\"\".####################################################~~~~\ny= 40 \"\"\".=PPRRRRRRRR=IPPCCRRCC#CCRRRRRRRRRRRRRRRR############~~~~\ny= 42 \"\"\"\"=PPRRRRRRRR#IPPCCRRCC#CCRRRRRRRRRRRRRRRRIIPPIIIOOOI#~~~~\ny= 44 \"\"\"\"=PPRRRRRRRRCCCCCCCCCC#CCPPkkk=RRRRRRRR#kIIPPIIIOOOI~~~~~\ny= 46 \"\"\"\"###RRRRRRRRCCCCCCCCCC#CCPP####RRRRRRRR+~+~~~~~~~~~~~~~~~\ny= 48 .RRR#RRRRFFRRHHCCCCCCCCCC#RRCCRRFFRRRR#~#~+++~~~~~~~~~~~~~~~\ny= 50 #RRR#RRRRFFRRHHCCCCCCCCCC#RRCCRRFFRRRR~~#~++\"\"~~~~~~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~~~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~+RRRSSS~~~~~~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#~~~~~RRRSSS~~~~~~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"k\"k~~~~~~~\"~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCCCCCCC#CCCC#~~~~~~~~\"\"\"~~~~~~k\"\"\"\".\"\"~~~~\ny= 62 \"\".\"IIII#IIIIIICCCCCCCCCC#CC~~~~~~~~~~~~~~~~~~~PPP\"\"\"...\"\"\"~\ny= 64 \"\"..IIII#IIIIIICCCCCC###=#~~~~~~~~~~~~~~~~~~~~\"PPP\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC+~~=#~~~~~~~~~~~~~~~~PPkk\"\"\"\"kkk\"\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC##+~~=#~II~\"\"kkk\"\"\"\"\"\"\"PP\"\"\"\"\".\"\"\"..\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~+~~=#III\"\"\"kkk\"\"\"\"\"\"\"kkkk\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~+~~=#IIRRR\"\"kk\"\"\"\"\"\"\"kkk\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..\"\"IIII#IIIIIICC~~~IIEE=CC\"RRII\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"..\"\".\ny= 76 \"\"\"\"#############~~~IIEE=CCk\"\"II\"\"\".\"......\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"\"\"IIII#IIIIII~~~~II#####kPPk\".\"\"\".\"\"\"..\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 80 \"\"\".IIII#IIIIII~~~~II#\"\"=#kPPk\"\"\"\"\".\"\"\"..\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 82 \"\"\"\"IIII#IIII~~~~~\"##II+=CC..\"\"..\"\".\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"..\"\"\"\ny= 84 .\"\"\"IIII#IIII~~~~\"\"#III##CC\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\".\"\"\ny= 86 ~\"\".FFII#===~~~~\"\"##IICC=\"\"\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"PP\"PP\"\ny= 88 ~\"\"\"FFII=~==~~~.\"\"#\"\"#CC==============================PP=PP=\ny= 90 ~~\"\"II#~===~~~~.\"\"#\"\"#.\"\"\"\".\"\"\"\"\".=.\"\"\"\".\"\"\".\"\"\".\"\"\"\".\",,,,,\ny= 92 \"~~~II#~===~~~~\"\"\"#.\"#\"\"\"\"\"\"\"\"\"\"\".=\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\",,,,,\ny= 94 \".~~II#~===~~~\"\"\"\"#\"\"#\"\"\"\"\"\"\".\"\"\"\"=\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"NNNNNNN\ny= 96 \".\"\"II#~==~~~~\"\"\"\"#.\"#\"...\"\"\".\"\"\"\"=\"\"\".\"\"\"\".\"\".\"\"\"\"\"\"NNNNNNN\ny= 98 \"\"\"\"###+=+++++++++#++#++++++++++++=++++++++++++++++++NNNNNNN\n\nEVENTS SINCE LAST TURN: none\nRESULTS OF YOUR LAST ACTIONS: OK tax rate set to 4% | OK funding set: road 0%, fire 0%, police 0% | REJECTED power_line (8,3)->(8,6): 0/4 tiles ok, $0; 3 blocked by residential e.g. (8, 3); 1 blocked by road e.g. (8, 6) | REJECTED power_line (9,6)->(12,6): 0/4 tiles ok, $0; 3 blocked by residential e.g. (9, 6); 1 blocked by power line e.g. (12, 6) | OK power_line (60,35)->(60,38): 1/4 tiles ok, $5; 3 blocked by residential e.g. (60, 35)\nYOUR NOTES FROM LAST TURN: Treasury $186. Demand -100 across all zones; population must reach 25,000 by Jan 1982. Police crime currently acceptable at 38, but funding is being cut temporarily to avoid insolvency. Check demand, cash, and crime next turn.", "raw": "{\"thoughts\":\"The city is financially trapped but crime is currently acceptable. I will use the remaining cash for small land-value improvements and reconnect isolated residential zones, while restoring partial police funding before the next January evaluation.\",\"notes\":\"Treasury was about $181 in Oct 1976. Keep tax low, restore police funding when feasible, and prioritize powering isolated zones and adding parks to support population growth.\",\"actions\":[{\"type\":\"tax\",\"rate\":4},{\"type\":\"funding\",\"road\":0,\"fire\":0,\"police\":25},{\"type\":\"power_line\",\"x1\":12,\"y1\":6,\"x2\":12,\"y2\":3},{\"type\":\"power_line\",\"x1\":12,\"y1\":3,\"x2\":11,\"y2\":3},{\"type\":\"power_line\",\"x1\":22,\"y1\":27,\"x2\":22,\"y2\":24},{\"type\":\"power_line\",\"x1\":22,\"y1\":24,\"x2\":25,\"y2\":24},{\"type\":\"build\",\"what\":\"park\",\"x\":42,\"y\":0},{\"type\":\"build\",\"what\":\"park\",\"x\":39,\"y\":0},{\"type\":\"build\",\"what\":\"park\",\"x\":36,\"y\":0},{\"type\":\"build\",\"what\":\"park\",\"x\":33,\"y\":0},{\"type\":\"build\",\"what\":\"park\",\"x\":23,\"y\":6},{\"type\":\"build\",\"what\":\"park\",\"x\":14,\"y\":16},{\"type\":\"build\",\"what\":\"park\",\"x\":30,\"y\":0},{\"type\":\"build\",\"what\":\"park\",\"x\":6,\"y\":40}]}", "routed_model": "openai/gpt-5.6-luna", "usage": {"prompt_tokens": 4018, "completion_tokens": 1044, "total_tokens": 5062, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 4016, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.00248292, "upstream_inference_prompt_cost": 0.00110484, "upstream_inference_completions_cost": 0.00137808}, "completion_tokens_details": {"reasoning_tokens": 700, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.00248292, "latency_s": 8.29, "thoughts": "The city is financially trapped but crime is currently acceptable. I will use the remaining cash for small land-value improvements and reconnect isolated residential zones, while restoring partial police funding before the next January evaluation.", "notes": "Treasury was about $181 in Oct 1976. Keep tax low, restore police funding when feasible, and prioritize powering isolated zones and adding parks to support population growth.", "actions": [{"type": "tax", "rate": 4}, {"type": "funding", "road": 0, "fire": 0, "police": 25}, {"type": "power_line", "x1": 12, "y1": 6, "x2": 12, "y2": 3}, {"type": "power_line", "x1": 12, "y1": 3, "x2": 11, "y2": 3}, {"type": "power_line", "x1": 22, "y1": 27, "x2": 22, "y2": 24}, {"type": "power_line", "x1": 22, "y1": 24, "x2": 25, "y2": 24}, {"type": "build", "what": "park", "x": 42, "y": 0}, {"type": "build", "what": "park", "x": 39, "y": 0}, {"type": "build", "what": "park", "x": 36, "y": 0}, {"type": "build", "what": "park", "x": 33, "y": 0}, {"type": "build", "what": "park", "x": 23, "y": 6}, {"type": "build", "what": "park", "x": 14, "y": 16}, {"type": "build", "what": "park", "x": 30, "y": 0}, {"type": "build", "what": "park", "x": 6, "y": 40}], "actions_dropped": 0, "results": ["OK tax rate set to 4%", "OK funding set: road 0%, fire 0%, police 25%", "OK power_line (12,6)->(12,3): 2/4 tiles ok, $12; 1 blocked by power line e.g. (12, 6); 1 blocked by road e.g. (12, 3)", "REJECTED power_line (12,3)->(11,3): 0/2 tiles ok, $0; 2 blocked by road e.g. (12, 3)", "OK power_line (22,27)->(22,24): 1/4 tiles ok, $5; 3 blocked by residential e.g. (22, 27)", "REJECTED power_line (22,24)->(25,24): 0/4 tiles ok, $0; 3 blocked by residential e.g. (22, 24); 1 blocked by road e.g. (25, 24)", "OK park at (42,0): ok", "OK park at (39,0): ok", "OK park at (36,0): ok", "OK park at (33,0): ok", "OK park at (23,6): ok", "OK park at (14,16): ok", "OK park at (30,0): ok", "OK park at (6,40): ok"], "state": {"population_now": 12480, "funds": 181, "score": 319, "tax": 4}, "info": {"unpowered_zones": 3, "zones_r": 143, "zones_c": 64, "zones_i": 95, "free_sites": 10}, "wall_s": 192.8} {"turn": 21, "date": "Jan 1977", "model": "openai/gpt-5.6-luna", "prompt": "TASK: Detroit, 1972. Competition from overseas and other economic factors pushed the once 'automobile capital of the world' into recession. Falling land values and unemployment drove crime in the inner city to chronic levels. You have $20,000 and 10 years to reduce crime and rebuild the industrial base. GOAL: the average crime level must be under 60 when the scenario is judged in 1982 (the scenario's own rule), AND the population then must be at least 25,000, a third of 1972's 76,000. (This eval adds the population floor: without it the scenario can be 'won' by letting the city empty out, which cuts crime.)\n\nDATE: Jan 1977 (turn 21 of 40; each turn = 3 months; deadline Jan 1982)\nFUNDS: $0 tax rate 4% funding: road 0%, fire 0%, police 16%\n last January's budget: tax income $196, requested road $2,524, fire $700, police $1,800; cash flow $-4,828/yr\nPOPULATION: 10,840 now (official census 11,080, City); residents 206, commerce 20, industry 22 (engine units)\nZONES: residential 143, commercial 64, industrial 95; unpowered zones: 2\nDEMAND (-100..+100, positive = the city wants more of it): residential -100, commercial -100, industrial -100\nCITY SCORE (re-evaluated each January, like the official census): 307 / 1000 (change -12 at the last evaluation); approval 31%; top problems (share of citizens): crime 8%, housing costs 7%, pollution 6%, taxes 6%\nAVERAGES (0-255, lower is better except land value): crime 37, pollution 45, traffic 2, land value 63\nSERVICES: coal plants 2, nuclear 3, police 18, fire stations 7, stadiums 1, seaports 1, airports 1; road tiles 2412, rail tiles 597; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 37); population must be >= 25,000\n\nBUILDINGS (top-left; * = unpowered): coal power plant x2: (44,74) (113,32); nuclear power plant x3: (107,95) (111,95) (115,95); police station x18: (10,40) (10,43) (18,52) (26,6)* (35,40) (39,10) (47,14) (52,6) (54,79)* (56,44)* (59,3) (85,66)* (92,42) (94,63)* (97,63)* (102,31) (108,86)* (114,86)*; fire station x7: (9,86) (18,14) (18,48) (43,19) (47,31) (64,48) (98,31); stadium x1: (87,53); seaport x1: (103,42); airport x1: (69,11)\nUNPOWERED ZONES (top-left): (8,3) (9,6)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (6,44) (36,81) (20,6) (5,37) (5,34) (14,11) (5,31) (51,85) (25,0) (5,52)\nLARGE OPEN AREAS (top-left, size): (100,67) 19x19 (66,73) 16x16 (82,74) 15x15 (105,0) 15x15 (84,0) 9x9 (75,90) 8x8\nHOT SPOTS (value@tile range): crime: 216@(74-75,46-47) 207@(76-77,44-45) 195@(78-79,46-47); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15); traffic: 102@(68-69,42-43) 102@(62-63,42-43)\n\nMAP (1 char = 2x2 tiles; the char at column c, row r covers x=2c..2c+1, y=2r..2r+1).\nLegend: . empty land \" trees ~ water , rubble * fire w flood ! radiation # road = rail + power line R/C/I zones (lowercase = unpowered) E coal plant N nuclear P police F fire station S stadium O seaport A airport H hospital/church k park\n 0 10 20 30 40 50 60 70 80 90 100 110 <- x\ny= 0 .\"\"#\"\"\".\"\".\"\"\"#kk\"kk.kk\"k#k\"...\"\"\"\"\"..\"\"\"\"\"\".\"\"\"#\".\"\"\"\"\"\"\"\"\"\ny= 2 .\"\"#rr##################RRRR.PPkk\"\"\"..\"\"\"\"\"\"\"\"\"\"#\"\"\"\"\"\"\"..\"\"\ny= 4 .\"\"#rr+\"\"\"\"\"\"\"#.k\"kk\"\"\"#RRRRRPP.\"\"\"\"\".\"\".\"\"\"\"\"CC#\"\"\"\"\"\"\"\"\"\".\ny= 6 .\"\"#rr++++\"k\"PPRRRRRRRIIIIPPIIIIRR++++++CC\"\"\"\"CC#CC.\"\"\"\"\"\"\".\ny= 8 \"\"\".rr#######PPRRRRRRRIIIIPPIIIIRR######CC#######CC.\"\".\"\"\"..\ny= 10 \"\"\".....#RRRRRRCC#RPPIIII#IIIIIIIIAAAAIIRRRR#RRRRRR....\"\"\"\"\"\ny= 12 ..\".....#RRRRRRCC#RPPIIII#IIIIIIIIAAAAIIRRRR#RRRRRR##..\"\"\"\"\"\ny= 14 \"\"\".++++#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#,,,#RR,,II\"\"\"\"\"\ny= 16 \"\"\"\"...k#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#===#RR==II\"\"\"\"\"\ny= 18 \"\"\"\".RRk#RRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRII\"\"\"\ny= 20 ..\"\".RR.#RRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRIIII\"\ny= 22 \"\"\"\"#RR##RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#####RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#kkk#RRRRkkk=RRII\"\"\"\ny= 26 \"RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRRRRRRRIIIIII\"\ny= 28 .RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRRRRRRRIIIIII~\ny= 30 .####RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII###\"~\ny= 32 \"\"\"\"#RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII#EEE~\ny= 34 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#EEE~\ny= 36 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#\"~~~\ny= 38 \"\"\".####################################################~~~~\ny= 40 \"\"\"k=PPRRRRRRRR=IPPCCRRCC#CCRRRRRRRRRRRRRRRR############~~~~\ny= 42 \"\"\"\"=PPRRRRRRRR#IPPCCRRCC#CCRRRRRRRRRRRRRRRRIIPPIIIOOOI#~~~~\ny= 44 \"\"\"\"=PPRRRRRRRRCCCCCCCCCC#CCPPkkk=RRRRRRRR#kIIPPIIIOOOI~~~~~\ny= 46 \"\"\"\"###RRRRRRRRCCCCCCCCCC#CCPP####RRRRRRRR+~+~~~~~~~~~~~~~~~\ny= 48 .RRR#RRRRFFRRHHCCCCCCCCCC#RRCCRRFFRRRR#~#~+++~~~~~~~~~~~~~~~\ny= 50 #RRR#RRRRFFRRHHCCCCCCCCCC#RRCCRRFFRRRR~~#~++\"\"~~~~~~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~~~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~+RRRSSS~~~~~~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#~~~~~RRRSSS~~~~~~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"k\"k~~~~~~~\"~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCCCCCCC#CCCC#~~~~~~~~\"\"\"~~~~~~k\"\"\"\".\"\"~~~~\ny= 62 \"\".\"IIII#IIIIIICCCCCCCCCC#CC~~~~~~~~~~~~~~~~~~~PPP\"\"\"...\"\"\"~\ny= 64 \"\"..IIII#IIIIIICCCCCC###=#~~~~~~~~~~~~~~~~~~~~\"PPP\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC+~~=#~~~~~~~~~~~~~~~~PPkk\"\"\"\"kkk\"\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC##+~~=#~II~\"\"kkk\"\"\"\"\"\"\"PP\"\"\"\"\".\"\"\"..\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~+~~=#III\"\"\"kkk\"\"\"\"\"\"\"kkkk\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~+~~=#IIRRR\"\"kk\"\"\"\"\"\"\"kkk\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..\"\"IIII#IIIIIICC~~~IIEE=CC\"RRII\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"..\"\".\ny= 76 \"\"\"\"#############~~~IIEE=CCk\"\"II\"\"\".\"......\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"\"\"IIII#IIIIII~~~~II#####kPPk\".\"\"\".\"\"\"..\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 80 \"\"\".IIII#IIIIII~~~~II#\"\"=#kPPk\"\"\"\"\".\"\"\"..\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 82 \"\"\"\"IIII#IIII~~~~~\"##II+=CC..\"\"..\"\".\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"..\"\"\"\ny= 84 .\"\"\"IIII#IIII~~~~\"\"#III##CC\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\".\"\"\ny= 86 ~\"\".FFII#===~~~~\"\"##IICC=\"\"\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"PP\"PP\"\ny= 88 ~\"\"\"FFII=~==~~~.\"\"#\"\"#CC==============================PP=PP=\ny= 90 ~~\"\"II#~===~~~~.\"\"#\"\"#.\"\"\"\".\"\"\"\"\".=.\"\"\"\".\"\"\".\"\"\".\"\"\"\".\",,,,,\ny= 92 \"~~~II#~===~~~~\"\"\"#.\"#\"\"\"\"\"\"\"\"\"\"\".=\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\",,,,,\ny= 94 \".~~II#~===~~~\"\"\"\"#\"\"#\"\"\"\"\"\"\".\"\"\"\"=\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"NNNNNNN\ny= 96 \".\"\"II#~==~~~~\"\"\"\"#.\"#\"...\"\"\".\"\"\"\"=\"\"\".\"\"\"\".\"\".\"\"\"\"\"\"NNNNNNN\ny= 98 \"\"\"\"###+=+++++++++#++#++++++++++++=++++++++++++++++++NNNNNNN\n\nEVENTS SINCE LAST TURN: none\nRESULTS OF YOUR LAST ACTIONS: OK tax rate set to 4% | OK funding set: road 0%, fire 0%, police 25% | OK power_line (12,6)->(12,3): 2/4 tiles ok, $12; 1 blocked by power line e.g. (12, 6); 1 blocked by road e.g. (12, 3) | REJECTED power_line (12,3)->(11,3): 0/2 tiles ok, $0; 2 blocked by road e.g. (12, 3) | OK power_line (22,27)->(22,24): 1/4 tiles ok, $5; 3 blocked by residential e.g. (22, 27) | REJECTED power_line (22,24)->(25,24): 0/4 tiles ok, $0; 3 blocked by residential e.g. (22, 24); 1 blocked by road e.g. (25, 24) | OK park at (42,0): ok | OK park at (39,0): ok | OK park at (36,0): ok | OK park at (33,0): ok | OK park at (23,6): ok | OK park at (14,16): ok | OK park at (30,0): ok | OK park at (6,40): ok\nYOUR NOTES FROM LAST TURN: Treasury was about $181 in Oct 1976. Keep tax low, restore police funding when feasible, and prioritize powering isolated zones and adding parks to support population growth.", "raw": "{\"thoughts\":\"Treasury is empty and demand has collapsed, so construction is impossible this turn. I will stop the annual deficit while keeping taxes moderate, accumulate funds, and preserve the option to restore police and invest in growth next turn.\",\"notes\":\"Cash is $0; accumulate revenue through 1977. Reassess funds and demand next turn, then restore police funding and target isolated unpowered zones or population-supporting improvements.\",\"actions\":[{\"type\":\"tax\",\"rate\":7},{\"type\":\"funding\",\"road\":0,\"fire\":0,\"police\":0}]}", "routed_model": "openai/gpt-5.6-luna", "usage": {"prompt_tokens": 4105, "completion_tokens": 477, "total_tokens": 4582, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 4103, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.001758405, "upstream_inference_prompt_cost": 0.001128765, "upstream_inference_completions_cost": 0.00062964}, "completion_tokens_details": {"reasoning_tokens": 354, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.001758405, "latency_s": 4.61, "thoughts": "Treasury is empty and demand has collapsed, so construction is impossible this turn. I will stop the annual deficit while keeping taxes moderate, accumulate funds, and preserve the option to restore police and invest in growth next turn.", "notes": "Cash is $0; accumulate revenue through 1977. Reassess funds and demand next turn, then restore police funding and target isolated unpowered zones or population-supporting improvements.", "actions": [{"type": "tax", "rate": 7}, {"type": "funding", "road": 0, "fire": 0, "police": 0}], "actions_dropped": 0, "results": ["OK tax rate set to 7%", "OK funding set: road 0%, fire 0%, police 0%"], "state": {"population_now": 10840, "funds": 0, "score": 307, "tax": 4}, "info": {"unpowered_zones": 2, "zones_r": 143, "zones_c": 64, "zones_i": 95, "free_sites": 10}, "wall_s": 197.6} {"turn": 22, "date": "Apr 1977", "model": "openai/gpt-5.6-luna", "prompt": "TASK: Detroit, 1972. Competition from overseas and other economic factors pushed the once 'automobile capital of the world' into recession. Falling land values and unemployment drove crime in the inner city to chronic levels. You have $20,000 and 10 years to reduce crime and rebuild the industrial base. GOAL: the average crime level must be under 60 when the scenario is judged in 1982 (the scenario's own rule), AND the population then must be at least 25,000, a third of 1972's 76,000. (This eval adds the population floor: without it the scenario can be 'won' by letting the city empty out, which cuts crime.)\n\nDATE: Apr 1977 (turn 22 of 40; each turn = 3 months; deadline Jan 1982)\nFUNDS: $0 tax rate 7% funding: road 0%, fire 0%, police 0%\n last January's budget: tax income $196, requested road $2,524, fire $700, police $1,800; cash flow $-4,828/yr\nPOPULATION: 9,740 now (official census 11,080, City); residents 183, commerce 18, industry 20 (engine units)\nZONES: residential 143, commercial 64, industrial 95; unpowered zones: 2\nDEMAND (-100..+100, positive = the city wants more of it): residential -100, commercial -100, industrial -100\nCITY SCORE (re-evaluated each January, like the official census): 307 / 1000 (change -12 at the last evaluation); approval 31%; top problems (share of citizens): crime 8%, housing costs 7%, pollution 6%, taxes 6%\nAVERAGES (0-255, lower is better except land value): crime 35, pollution 45, traffic 2, land value 63\nSERVICES: coal plants 2, nuclear 3, police 18, fire stations 7, stadiums 1, seaports 1, airports 1; road tiles 2372, rail tiles 597; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 35); population must be >= 25,000\n\nBUILDINGS (top-left; * = unpowered): coal power plant x2: (44,74) (113,32); nuclear power plant x3: (107,95) (111,95) (115,95); police station x18: (10,40) (10,43) (18,52) (26,6)* (35,40) (39,10) (47,14) (52,6) (54,79)* (56,44)* (59,3) (85,66)* (92,42) (94,63)* (97,63)* (102,31) (108,86)* (114,86)*; fire station x7: (9,86) (18,14) (18,48) (43,19) (47,31) (64,48) (98,31); stadium x1: (87,53); seaport x1: (103,42); airport x1: (69,11)\nUNPOWERED ZONES (top-left): (8,3) (9,6)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (6,44) (36,81) (20,6) (5,37) (5,34) (14,11) (5,31) (51,85) (25,0) (5,52)\nLARGE OPEN AREAS (top-left, size): (100,67) 19x19 (66,73) 16x16 (82,74) 15x15 (105,0) 15x15 (84,0) 9x9 (75,90) 8x8\nHOT SPOTS (value@tile range): crime: 192@(76-77,44-45) 187@(12-13,86-87) 187@(10-11,88-89); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15); traffic: 104@(72-73,50-51) 104@(72-73,48-49) 104@(70-71,50-51)\n\nMAP (1 char = 2x2 tiles; the char at column c, row r covers x=2c..2c+1, y=2r..2r+1).\nLegend: . empty land \" trees ~ water , rubble * fire w flood ! radiation # road = rail + power line R/C/I zones (lowercase = unpowered) E coal plant N nuclear P police F fire station S stadium O seaport A airport H hospital/church k park\n 0 10 20 30 40 50 60 70 80 90 100 110 <- x\ny= 0 .\"\"#\"\"\".\"\".\"\"\"#kk\"kk.kk\"k#k\"...\"\"\"\"\"..\"\"\"\"\"\".\"\"\"#\".\"\"\"\"\"\"\"\"\"\ny= 2 .\"\"#rr##################RRRR.PPkk\"\"\"..\"\"\"\"\"\"\"\"\"\"#\"\"\"\"\"\"\"..\"\"\ny= 4 .\"\"#rr+\"\"\"\"\"\"\"#.k\"kk\"\"\"#RRRRRPP.\"\"\"\"\".\"\".\"\"\"\"\"CC#\"\"\"\"\"\"\"\"\"\".\ny= 6 .\"\"#rr++++\"k\"PPRRRRRRRIIIIPPIIIIRR++++++CC\"\"\"\"CC#CC.\"\"\"\"\"\"\".\ny= 8 \"\"\".rr#######PPRRRRRRRIIIIPPIIIIRR######CC#######CC.\"\".\"\"\"..\ny= 10 \"\"\".....#RRRRRRCC#RPPIIII#IIIIIIIIAAAAIIRRRR#RRRRRR....\"\"\"\"\"\ny= 12 ..\".....#RRRRRRCC#RPPIIII#IIIIIIIIAAAAIIRRRR#RRRRRR##..\"\"\"\"\"\ny= 14 \"\"\".++++#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#,,,#RR,,II\"\"\"\"\"\ny= 16 \"\"\"\"...k#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#===#RR==II\"\"\"\"\"\ny= 18 \"\"\"\".RRk#RRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRII\"\"\"\ny= 20 ..\"\".RR.#RRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRIIII\"\ny= 22 \"\"\"\"#RR##RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#####RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#kkk#RRRRkkk=RRII\"\"\"\ny= 26 \"RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRRRRRRRIIIIII\"\ny= 28 .RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRRRRRRRIIIIII~\ny= 30 .####RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII###\"~\ny= 32 \"\"\"\"#RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII#EEE~\ny= 34 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#EEE~\ny= 36 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#\"~~~\ny= 38 \"\"\".####################################################~~~~\ny= 40 \"\"\"k=PPRRRRRRRR=IPPCCRRCC#CCRRRRRRRRRRRRRRRR############~~~~\ny= 42 \"\"\"\"=PPRRRRRRRR#IPPCCRRCC#CCRRRRRRRRRRRRRRRRIIPPIIIOOOI#~~~~\ny= 44 \"\"\"\"=PPRRRRRRRRCCCCCCCCCC#CCPPkkk=RRRRRRRR#kIIPPIIIOOOI~~~~~\ny= 46 \"\"\"\"###RRRRRRRRCCCCCCCCCC#CCPP####RRRRRRRR+~+~~~~~~~~~~~~~~~\ny= 48 .RRR#RRRRFFRRHHCCCCCCCCCC#RRCCRRFFRRRR#~#~+++~~~~~~~~~~~~~~~\ny= 50 #RRR#RRRRFFRRHHCCCCCCCCCC#RRCCRRFFRRRR~~#~++\"\"~~~~~~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~~~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~+RRRSSS~~~~~~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#~~~~~RRRSSS~~~~~~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"k\"k~~~~~~~\"~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCCCCCCC#CCCC#~~~~~~~~\"\"\"~~~~~~k\"\"\"\".\"\"~~~~\ny= 62 \"\".\"IIII#IIIIIICCCCCCCCCC#CC~~~~~~~~~~~~~~~~~~~PPP\"\"\"...\"\"\"~\ny= 64 \"\"..IIII#IIIIIICCCCCC###=##~~~~~~~~~~~~~~~~~~~\"PPP\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC+~~=#~~~~~~~~~~~~~~~~PPkk\"\"\"\"kkk\"\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC##+~~=##II~\"\"kkk\"\"\"\"\"\"\"PP\"\"\"\"\".\"\"\"..\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~+~~=#III\"\"\"kkk\"\"\"\"\"\"\"kkkk\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~+~~=#IIRRR\"\"kk\"\"\"\"\"\"\"kkk\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..\"\"IIII#IIIIIICC~~~IIEE=CC\"RRII\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"..\"\".\ny= 76 \"\"\"\"#############~~~IIEE=CCk\"\"II\"\"\".\"......\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"\"\"IIII#IIIIII~~~~II#####kPPk\".\"\"\".\"\"\"..\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 80 \"\"\".IIII#IIIIII~~~~II#\"\"=#kPPk\"\"\"\"\".\"\"\"..\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 82 \"\"\"\"IIII#IIII~~~~~\"##II+=CC..\"\"..\"\".\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"..\"\"\"\ny= 84 .\"\"\"IIII#IIII~~~~\"\"#III##CC\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\".\"\"\ny= 86 ~\"\".FFII#===~~~~\"\"##IICC=\"\"\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"PP\"PP\"\ny= 88 ~\"\"\"FFII=~==~~~.\"\"#\"\"#CC==============================PP=PP=\ny= 90 ~~\"\"II#~===~~~~.\"\"#\"\"#.\"\"\"\".\"\"\"\"\".=.\"\"\"\".\"\"\".\"\"\".\"\"\"\".\",,,,,\ny= 92 \"~~~II#~===~~~~\"\"\"#.\"#\"\"\"\"\"\"\"\"\"\"\".=\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\",,,,,\ny= 94 \".~~II#~===~~~\"\"\"\"#\"\"#\"\"\"\"\"\"\".\"\"\"\"=\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"NNNNNNN\ny= 96 \".\"\"II#~==~~~~\"\"\"\"#.\"#\"...\"\"\".\"\"\"\"=\"\"\".\"\"\"\".\"\".\"\"\"\"\"\"NNNNNNN\ny= 98 \"\"\"\"###+=+++++++++#++#++++++++++++=++++++++++++++++++NNNNNNN\n\nEVENTS SINCE LAST TURN: none\nRESULTS OF YOUR LAST ACTIONS: OK tax rate set to 7% | OK funding set: road 0%, fire 0%, police 0%\nYOUR NOTES FROM LAST TURN: Cash is $0; accumulate revenue through 1977. Reassess funds and demand next turn, then restore police funding and target isolated unpowered zones or population-supporting improvements.", "raw": "{\"thoughts\":\"Cash is empty and all zone demand is deeply negative, so construction is impossible and expansion would not help yet. Maintain the current tax and zero funding to avoid a deficit, allowing the next collection to rebuild cash; then prioritize restoring police funding and improving demand/population.\",\"notes\":\"Treasury $0 in Apr 1977; tax 7%, all departmental funding 0%. Wait for January revenue, then check cash and demand before spending. Crime currently 35, population 9,740; population floor 25,000 remains urgent.\",\"actions\":[{\"type\":\"tax\",\"rate\":7},{\"type\":\"funding\",\"road\":0,\"fire\":0,\"police\":0},{\"type\":\"zoom\",\"x\":0,\"y\":0}]}", "routed_model": "openai/gpt-5.6-luna", "usage": {"prompt_tokens": 3854, "completion_tokens": 345, "total_tokens": 4199, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 3852, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.00151514, "upstream_inference_prompt_cost": 0.00105974, "upstream_inference_completions_cost": 0.0004554}, "completion_tokens_details": {"reasoning_tokens": 185, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.00151514, "latency_s": 3.42, "thoughts": "Cash is empty and all zone demand is deeply negative, so construction is impossible and expansion would not help yet. Maintain the current tax and zero funding to avoid a deficit, allowing the next collection to rebuild cash; then prioritize restoring police funding and improving demand/population.", "notes": "Treasury $0 in Apr 1977; tax 7%, all departmental funding 0%. Wait for January revenue, then check cash and demand before spending. Crime currently 35, population 9,740; population floor 25,000 remains urgent.", "actions": [{"type": "tax", "rate": 7}, {"type": "funding", "road": 0, "fire": 0, "police": 0}, {"type": "zoom", "x": 0, "y": 0}], "actions_dropped": 0, "results": ["OK tax rate set to 7%", "OK funding set: road 0%, fire 0%, police 0%", "OK zoom view at (0,0) next turn"], "state": {"population_now": 9740, "funds": 0, "score": 307, "tax": 7}, "info": {"unpowered_zones": 2, "zones_r": 143, "zones_c": 64, "zones_i": 95, "free_sites": 10}, "wall_s": 201.1} {"turn": 23, "date": "Jul 1977", "model": "openai/gpt-5.6-luna", "prompt": "TASK: Detroit, 1972. Competition from overseas and other economic factors pushed the once 'automobile capital of the world' into recession. Falling land values and unemployment drove crime in the inner city to chronic levels. You have $20,000 and 10 years to reduce crime and rebuild the industrial base. GOAL: the average crime level must be under 60 when the scenario is judged in 1982 (the scenario's own rule), AND the population then must be at least 25,000, a third of 1972's 76,000. (This eval adds the population floor: without it the scenario can be 'won' by letting the city empty out, which cuts crime.)\n\nDATE: Jul 1977 (turn 23 of 40; each turn = 3 months; deadline Jan 1982)\nFUNDS: $0 tax rate 7% funding: road 0%, fire 0%, police 0%\n last January's budget: tax income $196, requested road $2,524, fire $700, police $1,800; cash flow $-4,828/yr\nPOPULATION: 7,880 now (official census 11,080, City); residents 154, commerce 15, industry 15 (engine units)\nZONES: residential 144, commercial 64, industrial 95; unpowered zones: 2\nDEMAND (-100..+100, positive = the city wants more of it): residential -100, commercial -100, industrial -100\nCITY SCORE (re-evaluated each January, like the official census): 307 / 1000 (change -12 at the last evaluation); approval 31%; top problems (share of citizens): crime 8%, housing costs 7%, pollution 6%, taxes 6%\nAVERAGES (0-255, lower is better except land value): crime 35, pollution 44, traffic 2, land value 65\nSERVICES: coal plants 2, nuclear 3, police 18, fire stations 7, stadiums 1, seaports 1, airports 1; road tiles 2372, rail tiles 597; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 35); population must be >= 25,000\n\nBUILDINGS (top-left; * = unpowered): coal power plant x2: (44,74) (113,32); nuclear power plant x3: (107,95) (111,95) (115,95); police station x18: (10,40) (10,43) (18,52) (26,6)* (35,40) (39,10) (47,14) (52,6) (54,79)* (56,44)* (59,3) (85,66)* (92,42) (94,63)* (97,63)* (102,31) (108,86)* (114,86)*; fire station x7: (9,86) (18,14) (18,48) (43,19) (47,31) (64,48) (98,31); stadium x1: (87,53); seaport x1: (103,42); airport x1: (69,11)\nUNPOWERED ZONES (top-left): (8,3) (9,6)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (6,44) (36,81) (20,6) (5,37) (5,34) (14,11) (5,31) (51,85) (25,0) (5,52)\nLARGE OPEN AREAS (top-left, size): (100,67) 19x19 (66,73) 16x16 (82,74) 15x15 (105,0) 15x15 (84,0) 9x9 (75,90) 8x8\nHOT SPOTS (value@tile range): crime: 192@(76-77,44-45) 187@(12-13,86-87) 187@(10-11,88-89); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15); traffic: 102@(68-69,52-53)\n\nMAP (1 char = 2x2 tiles; the char at column c, row r covers x=2c..2c+1, y=2r..2r+1).\nLegend: . empty land \" trees ~ water , rubble * fire w flood ! radiation # road = rail + power line R/C/I zones (lowercase = unpowered) E coal plant N nuclear P police F fire station S stadium O seaport A airport H hospital/church k park\n 0 10 20 30 40 50 60 70 80 90 100 110 <- x\ny= 0 .\"\"#\"\"\".\"\".\"\"\"#kk\"kk.kk\"k#k\"...\"\"\"\"\"..\"\"\"\"\"\".\"\"\"#\".\"\"\"\"\"\"\"\"\"\ny= 2 .\"\"#rr##################RRRR.PPkk\"\"\"..\"\"\"\"\"\"\"\"\"\"#\"\"\"\"\"\"\"..\"\"\ny= 4 .\"\"#rr+\"\"\"\"\"\"\"#.k\"kk\"\"\"#RRRRRPP.\"\"\"\"\".\"\".\"\"\"\"\"CC#\"\"\"\"\"\"\"\"\"\".\ny= 6 .\"\"#rr++++\"k\"PPRRRRRRRIIIIPPIIIIRR++++++CC\"\"\"\"CC#CC.\"\"\"\"\"\"\".\ny= 8 \"\"\".rr#######PPRRRRRRRIIIIPPIIIIRR######CC#######CC.\"\".\"\"\"..\ny= 10 \"\"\".....#RRRRRRCC#RPPIIII#IIIIIIIIAAAAIIRRRR#RRRRRR....\"\"\"\"\"\ny= 12 ..\".....#RRRRRRCC#RPPIIII#IIIIIIIIAAAAIIRRRR#RRRRRR##..\"\"\"\"\"\ny= 14 \"\"\".++++#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#,,,#RR,,II\"\"\"\"\"\ny= 16 \"\"\"\"...k#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#===#RR==II\"\"\"\"\"\ny= 18 \"\"\"\".RRk#RRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRII\"\"\"\ny= 20 ..\"\".RR.#RRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRIIII\"\ny= 22 \"\"\"\"#RR##RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#####RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#kkk#RRRRkkk=RRII\"\"\"\ny= 26 \"RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRRRRRRRIIIIII\"\ny= 28 .RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRRRRRRRIIIIII~\ny= 30 .####RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII###\"~\ny= 32 \"\"\"\"#RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII#EEE~\ny= 34 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#EEE~\ny= 36 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#\"~~~\ny= 38 \"\"\".####################################################~~~~\ny= 40 \"\"\"k=PPRRRRRRRR=IPPCCRRCC#CCRRRRRRRRRRRRRRRR############~~~~\ny= 42 \"\"\"\"=PPRRRRRRRR#IPPCCRRCC#CCRRRRRRRRRRRRRRRRIIPPIIIOOOI#~~~~\ny= 44 \"\"\"\"=PPRRRRRRRRCCCCCCCCCC#CCPPkkk=RRRRRRRR#kIIPPIIIOOOI~~~~~\ny= 46 \"\"\"\"###RRRRRRRRCCCCCCCCCC#CCPP####RRRRRRRR+~+~~~~~~~~~~~~~~~\ny= 48 .RRR#RRRRFFRRRRCCCCCCCCCC#RRCCRRFFRRRR#~#~+++~~~~~~~~~~~~~~~\ny= 50 #RRR#RRRRFFRRRRCCCCCCCCCC#RRCCRRFFRRRR~~#~++\"\"~~~~~~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~~~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~+RRRSSS~~~~~~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#~~~~~RRRSSS~~~~~~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"k\"k~~~~~~~\"~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCCCCCCC#CCCC#~~~~~~~~\"\"\"~~~~~~k\"\"\"\".\"\"~~~~\ny= 62 \"\".\"IIII#IIIIIICCCCCCCCCC#CC~~~~~~~~~~~~~~~~~~~PPP\"\"\"...\"\"\"~\ny= 64 \"\"..IIII#IIIIIICCCCCC###=##~~~~~~~~~~~~~~~~~~~\"PPP\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC+~~=#~~~~~~~~~~~~~~~~PPkk\"\"\"\"kkk\"\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC##+~~=##II~\"\"kkk\"\"\"\"\"\"\"PP\"\"\"\"\".\"\"\"..\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~+~~=#III\"\"\"kkk\"\"\"\"\"\"\"kkkk\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~+~~=#IIRRR\"\"kk\"\"\"\"\"\"\"kkk\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..\"\"IIII#IIIIIICC~~~IIEE=CC\"RRII\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"..\"\".\ny= 76 \"\"\"\"#############~~~IIEE=CCk\"\"II\"\"\".\"......\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"\"\"IIII#IIIIII~~~~II#####kPPk\".\"\"\".\"\"\"..\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 80 \"\"\".IIII#IIIIII~~~~II#\"\"=#kPPk\"\"\"\"\".\"\"\"..\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 82 \"\"\"\"IIII#IIII~~~~~\"##II+=CC..\"\"..\"\".\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"..\"\"\"\ny= 84 .\"\"\"IIII#IIII~~~~\"\"#III##CC\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\".\"\"\ny= 86 ~\"\".FFII#===~~~~\"\"##IICC=\"\"\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"PP\"PP\"\ny= 88 ~\"\"\"FFII=~==~~~.\"\"#\"\"#CC==============================PP=PP=\ny= 90 ~~\"\"II#~===~~~~.\"\"#\"\"#.\"\"\"\".\"\"\"\"\".=.\"\"\"\".\"\"\".\"\"\".\"\"\"\".\",,,,,\ny= 92 \"~~~II#~===~~~~\"\"\"#.\"#\"\"\"\"\"\"\"\"\"\"\".=\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\",,,,,\ny= 94 \".~~II#~===~~~\"\"\"\"#\"\"#\"\"\"\"\"\"\".\"\"\"\"=\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"NNNNNNN\ny= 96 \".\"\"II#~==~~~~\"\"\"\"#.\"#\"...\"\"\".\"\"\"\"=\"\"\".\"\"\"\".\"\".\"\"\"\"\"\"NNNNNNN\ny= 98 \"\"\"\"###+=+++++++++#++#++++++++++++=++++++++++++++++++NNNNNNN\n\nZOOM (full resolution, 1 char = 1 tile, top-left (0,0)):\n 0 1 2 3 \n 0123456789012345678901234567890123456789\ny= 0 ......#................\"\"...#.k..k..k..k\ny= 1 ...\"\".##\"\"\"\"\"\"...\"\"\"...\"\"\"\".#.\"\"\"\"\".\"\"\".\ny= 2 ..\"\"\"\"\"#\"\"\"\"\"\"...\"\"\"\"\".\"\"\"\".#.\"\"\"\"\".\"\"\".\ny= 3 ..\"\"\"\"\"#RRR#############################\ny= 4 ..\"\"\"\"\"#RRR\"+\".\"\"\".\"\"\"\"\"\"\"\"\"#...\"k.\"k\"\"k\ny= 5 ..\"\"\"\"\"#RRR\"+..\"\"\".\"\"\"\"\"\"\"\"\"##....\"\"\"\"\".\ny= 6 ..\"\"\"\"\"##RRR+++++++\"\"\".k.\"PPP#RRR.\"\"\"\"\".\ny= 7 ..\"\"\"\"..#RRR\"\"\"\"...\"\"\"....PPP#RRR..RRR.R\ny= 8 \"\"\"\"\"...#RRR\"\"\"\"...\"\"\"....PPP#RRR..RRR.R\ny= 9 \"\".\"\"...###########################RRR.R\ny= 10 \"\"\"\"\"\"...........#RRR#RRR#RRR#=CCC#,RRRP\ny= 11 \"\"\"\"\"\"...........#RRR#RRR#RRR#=CCC#,RRRP\ny= 12 .................#RRR#RRR#RRR#=CCC#,RRRP\ny= 13 ....\"\"...........#######################\ny= 14 \"\"\".\"\"..+++++++++#FFF#RRR#RRR#=CCC#CCC#C\ny= 15 \"\"\"\".............#FFF#RRR#RRR#=CCC#CCC#C\ny= 16 \"\"\"\".\"\"\"......k..#FFF#RRR#RRR#=CCC#CCC#C\ny= 17 \"\"\".\"\"\"\".........#===#===#===#====#===#=\ny= 18 \"\"\".\"\"\"\".........#######################\ny= 19 \"\"\".\"\"\"\"..RRR.kkk#RRR#RRR#RRR#=RRR#RRR#R\ny= 20 ....\"\"\"\"..RRR....#RRR#RRR#RRR#=RRR#RRR#R\ny= 21 ....\"\"\"\"..RRR#...#RRR#RRR#RRR#=RRR#RRR#R\ny= 22 \"\"\"\".\"\"\"################################\ny= 23 \"\"\"\".\"\"\"#=RRR#kkk#RRR#RRR#RRR#=RRR#RRR#R\ny= 24 \"\"\"\"\".\"\"#=RRR#kkk#RRR#RRR#RRR#=RRR#RRR#R\n\nEVENTS SINCE LAST TURN: Population has reached 2,000.\nRESULTS OF YOUR LAST ACTIONS: OK tax rate set to 7% | OK funding set: road 0%, fire 0%, police 0% | OK zoom view at (0,0) next turn\nYOUR NOTES FROM LAST TURN: Treasury $0 in Apr 1977; tax 7%, all departmental funding 0%. Wait for January revenue, then check cash and demand before spending. Crime currently 35, population 9,740; population floor 25,000 remains urgent.", "raw": "{\"thoughts\":\"Treasury is empty until the January tax collection, so construction is impossible this turn. Keep taxes at 7% to avoid further suppressing growth, then reassess funds, demand, and service needs after revenue arrives.\",\"notes\":\"Wait for January 1978 revenue. Cash is $0; departments remain at 0% funding. Population floor is urgent, but all demands are currently -100 and crime is 35.\",\"actions\":[{\"type\":\"tax\",\"rate\":7},{\"type\":\"zoom\",\"x\":60,\"y\":40}]}", "routed_model": "openai/gpt-5.6-luna", "usage": {"prompt_tokens": 4500, "completion_tokens": 238, "total_tokens": 4738, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 4498, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.00155155, "upstream_inference_prompt_cost": 0.00123739, "upstream_inference_completions_cost": 0.00031416}, "completion_tokens_details": {"reasoning_tokens": 119, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.00155155, "latency_s": 3.21, "thoughts": "Treasury is empty until the January tax collection, so construction is impossible this turn. Keep taxes at 7% to avoid further suppressing growth, then reassess funds, demand, and service needs after revenue arrives.", "notes": "Wait for January 1978 revenue. Cash is $0; departments remain at 0% funding. Population floor is urgent, but all demands are currently -100 and crime is 35.", "actions": [{"type": "tax", "rate": 7}, {"type": "zoom", "x": 60, "y": 40}], "actions_dropped": 0, "results": ["OK tax rate set to 7%", "OK zoom view at (60,40) next turn"], "state": {"population_now": 7880, "funds": 0, "score": 307, "tax": 7}, "info": {"unpowered_zones": 2, "zones_r": 144, "zones_c": 64, "zones_i": 95, "free_sites": 10}, "wall_s": 204.5} {"turn": 24, "date": "Oct 1977", "model": "openai/gpt-5.6-luna", "prompt": "TASK: Detroit, 1972. Competition from overseas and other economic factors pushed the once 'automobile capital of the world' into recession. Falling land values and unemployment drove crime in the inner city to chronic levels. You have $20,000 and 10 years to reduce crime and rebuild the industrial base. GOAL: the average crime level must be under 60 when the scenario is judged in 1982 (the scenario's own rule), AND the population then must be at least 25,000, a third of 1972's 76,000. (This eval adds the population floor: without it the scenario can be 'won' by letting the city empty out, which cuts crime.)\n\nDATE: Oct 1977 (turn 24 of 40; each turn = 3 months; deadline Jan 1982)\nFUNDS: $0 tax rate 7% funding: road 0%, fire 0%, police 0%\n last January's budget: tax income $196, requested road $2,524, fire $700, police $1,800; cash flow $-4,828/yr\nPOPULATION: 6,560 now (official census 11,080, City); residents 136, commerce 11, industry 13 (engine units)\nZONES: residential 144, commercial 64, industrial 95; unpowered zones: 2\nDEMAND (-100..+100, positive = the city wants more of it): residential -100, commercial -100, industrial -100\nCITY SCORE (re-evaluated each January, like the official census): 307 / 1000 (change -12 at the last evaluation); approval 31%; top problems (share of citizens): crime 8%, housing costs 7%, pollution 6%, taxes 6%\nAVERAGES (0-255, lower is better except land value): crime 33, pollution 42, traffic 2, land value 65\nSERVICES: coal plants 2, nuclear 3, police 18, fire stations 7, stadiums 1, seaports 1, airports 1; road tiles 2395, rail tiles 597; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 33); population must be >= 25,000\n\nBUILDINGS (top-left; * = unpowered): coal power plant x2: (44,74) (113,32); nuclear power plant x3: (107,95) (111,95) (115,95); police station x18: (10,40) (10,43) (18,52) (26,6)* (35,40) (39,10) (47,14) (52,6) (54,79)* (56,44)* (59,3) (85,66)* (92,42) (94,63)* (97,63)* (102,31) (108,86)* (114,86)*; fire station x7: (9,86) (18,14) (18,48) (43,19) (47,31) (64,48) (98,31); stadium x1: (87,53); seaport x1: (103,42); airport x1: (69,11)\nUNPOWERED ZONES (top-left): (8,3) (9,6)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (6,44) (36,81) (20,6) (5,37) (5,34) (14,11) (5,31) (51,85) (25,0) (5,52)\nLARGE OPEN AREAS (top-left, size): (100,67) 19x19 (66,73) 16x16 (82,74) 15x15 (105,0) 15x15 (84,0) 9x9 (75,90) 8x8\nHOT SPOTS (value@tile range): crime: 180@(76-77,44-45) 174@(82-83,20-21) 170@(82-83,18-19); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15); traffic: 148@(76-77,46-47) 86@(72-73,46-47) 82@(68-69,50-51)\n\nMAP (1 char = 2x2 tiles; the char at column c, row r covers x=2c..2c+1, y=2r..2r+1).\nLegend: . empty land \" trees ~ water , rubble * fire w flood ! radiation # road = rail + power line R/C/I zones (lowercase = unpowered) E coal plant N nuclear P police F fire station S stadium O seaport A airport H hospital/church k park\n 0 10 20 30 40 50 60 70 80 90 100 110 <- x\ny= 0 .\"\"#\"\"\".\"\".\"\"\"#kk\"kk.kk\"k#k\"...\"\"\"\"\"..\"\"\"\"\"\".\"\"\"#\".\"\"\"\"\"\"\"\"\"\ny= 2 .\"\"#rr##################RRRR.PPkk\"\"\"..\"\"\"\"\"\"\"\"\"\"#\"\"\"\"\"\"\"..\"\"\ny= 4 .\"\"#rr+\"\"\"\"\"\"\"#.k\"kk\"\"\"#RRRRRPP.\"\"\"\"\".\"\".\"\"\"\"\"CC#\"\"\"\"\"\"\"\"\"\".\ny= 6 .\"\"#rr++++\"k\"PPRRRRRRRIIIIPPIIIIRR++++++CC\"\"\"\"CC#CC.\"\"\"\"\"\"\".\ny= 8 \"\"\".rr#######PPRRRRRRRIIIIPPIIIIRR######CC#######CC.\"\".\"\"\"..\ny= 10 \"\"\".....#RRRRRRCC#RPPIIII#IIIIIIIIAAAAIIRRRR#RRRRRR....\"\"\"\"\"\ny= 12 ..\".....#RRRRRRCC#RPPIIII#IIIIIIIIAAAAIIRRRR#RRRRRR##..\"\"\"\"\"\ny= 14 \"\"\".++++#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#,,,#RR,,II\"\"\"\"\"\ny= 16 \"\"\"\"...k#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#===#RR==II\"\"\"\"\"\ny= 18 \"\"\"\".RRk#RRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRII\"\"\"\ny= 20 ..\"\".RR.#RRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRIIII\"\ny= 22 \"\"\"\"#RR##RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#####RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#kkk#RRRRkkk=RRII\"\"\"\ny= 26 \"RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRRRRRRRIIIIII\"\ny= 28 .RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRRRRRRRIIIIII~\ny= 30 .####RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII###\"~\ny= 32 \"\"\"\"#RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII#EEE~\ny= 34 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#EEE~\ny= 36 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#\"~~~\ny= 38 \"\"\".####################################################~~~~\ny= 40 \"\"\"k=PPRRRRRRRR=IPPCCRRCC#CCRRRRRRRRRRRRRRRR############~~~~\ny= 42 \"\"\"\"=PPRRRRRRRR#IPPCCRRCC#CCRRRRRRRRRRRRRRRRIIPPIIIOOOI#~~~~\ny= 44 \"\"\"\"=PPRRRRRRRRCCCCCCCCCC#CCPPkkk=RRRRRRRR#kIIPPIIIOOOI~~~~~\ny= 46 \"\"\"\"###RRRRRRRRCCCCCCCCCC#CCPP####RRRRRRRR+~+~~~~~~~~~~~~~~~\ny= 48 .RRR#RRRRFFRRRRCCCCCCCCCC#RRCCRRFFRRRR#~#~+++~~~~~~~~~~~~~~~\ny= 50 #RRR#RRRRFFRRRRCCCCCCCCCC#RRCCRRFFRRRR~~#~++\"\"~~~~~~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~~~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~+RRRSSS~~~~~~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#~~~~~RRRSSS~~~~~~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"k\"k~~~~~~~\"~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCCCCCCC#CCCC#~~~~~~~~\"\"\"~~~~~~k\"\"\"\".\"\"~~~~\ny= 62 \"\".\"IIII#IIIIIICCCCCCCCCC#CC~~~~~~~~~~~~~~~~~~~PPP\"\"\"...\"\"\"~\ny= 64 \"\"..IIII#IIIIIICCCCCC###=#~~~~~~~~~~~~~~~~~~~~\"PPP\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC+~~=#~~~~~~~~~~~~~~~~PPkk\"\"\"\"kkk\"\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC##+~~=#~II~\"\"kkk\"\"\"\"\"\"\"PP\"\"\"\"\".\"\"\"..\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~+~~=#III\"\"\"kkk\"\"\"\"\"\"\"kkkk\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~+~~=#IIRRR\"\"kk\"\"\"\"\"\"\"kkk\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..\"\"IIII#IIIIIICC~~~IIEE=CC\"RRII\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"..\"\".\ny= 76 \"\"\"\"#############~~~IIEE=CCk\"\"II\"\"\".\"......\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"\"\"IIII#IIIIII~~~~II#####kPPk\".\"\"\".\"\"\"..\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 80 \"\"\".IIII#IIIIII~~~~II#\"\"=#kPPk\"\"\"\"\".\"\"\"..\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 82 \"\"\"\"IIII#IIII~~~~~\"##II+=CC..\"\"..\"\".\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"..\"\"\"\ny= 84 .\"\"\"IIII#IIII~~~~\"\"#III##CC\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\".\"\"\ny= 86 ~\"\".FFII#===~~~~\"\"##IICC=\"\"\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"PP\"PP\"\ny= 88 ~\"\"\"FFII=~==~~~.\"\"#\"\"#CC==============================PP=PP=\ny= 90 ~~\"\"II#~===~~~~.\"\"#\"\"#.\"\"\"\".\"\"\"\"\".=.\"\"\"\".\"\"\".\"\"\".\"\"\"\".\",,,,,\ny= 92 \"~~~II#~===~~~~\"\"\"#.\"#\"\"\"\"\"\"\"\"\"\"\".=\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\",,,,,\ny= 94 \".~~II#~===~~~\"\"\"\"#\"\"#\"\"\"\"\"\"\".\"\"\"\"=\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"NNNNNNN\ny= 96 \".\"\"II#~==~~~~\"\"\"\"#.\"#\"...\"\"\".\"\"\"\"=\"\"\".\"\"\"\".\"\".\"\"\"\"\"\"NNNNNNN\ny= 98 \"\"\"\"###+=+++++++++#++#++++++++++++=++++++++++++++++++NNNNNNN\n\nZOOM (full resolution, 1 char = 1 tile, top-left (60,40)):\n 6 7 8 9 \n 0123456789012345678901234567890123456789\ny= 40 RRR#RRR=#RRR#RRR#RRR#RRR#RRR=#kkk#kk+#kk\ny= 41 RRR#RRR=#RRR#RRR#RRR#RRR#RRR############\ny= 42 RRR#RRR=#RRR#RRR#RRR#RRR#RRR=IIIPPP#IIII\ny= 43 #############################IIIPPP#IIII\ny= 44 kkkkkkk=#RRR#RRR#RRR#RRR#+kk=IIIPPP#IIII\ny= 45 kkkkkkk=#RRR#RRR#RRR#RRR~+~~~+~~~~~~~~~~\ny= 46 kkkkkkk=#RRR#RRR#RRR#RRR~+~~~+~~~~~~~~~~\ny= 47 #####################~~~~+~~~+~~~~~~~~~~\ny= 48 RRR#FFF=#RRR#RRR#.~~##~~~+~~~+~~~~~~~~~~\ny= 49 RRR#FFF=#RRR#RRR#~~~~~~~~+~+++~~~~~~~~~~\ny= 50 RRR#FFF=#RRR#RRR~~~~#~~~~+.+\"\"\".~~~~~~~~\ny= 51 ##############~~~~~~~~~~~+.+\"\"\"...~~~.~~\ny= 52 RRR#RRR=#RRR.~~~~~~~##~~.+######~~....~~\ny= 53 RRR#RRR=#RRR~~~~~~~~#~...##SSSS#~~~~~.~~\ny= 54 RRR#RRR=#RRR~~~~~~~~#######SSSS#~~~~.~~~\ny= 55 ##########~~~~~~~~~+RRRRRR#SSSS#.~~.~~~~\ny= 56 kkk#RRR=#~~~~~~~~~~\"RRRRRR#SSSS#...~~~~~\ny= 57 RRR#RRR=~~~~~~~~..\"\"RRRRRR######.~~~~~~~\ny= 58 RRR#RRR~~~~~~~~~..\"\"\"k\"\"k\"...~~~~~~~~~~.\ny= 59 RRR#~~~~~~~~~~~.~~\"\"\"\"\"\"\"\"~~~~~~~~~~~~..\ny= 60 ##~~~~~~~~~~~~.~~~\"\"\"\"\"\"\"~~~~~~~~~~~~...\ny= 61 ~~~~~~~~~~~~~.~~~~\"\"\"\"\"\"~~~~~~~~~~~~k..\"\ny= 62 ~~~~~~~~~~~~......\"\"\"\"\"~~~~~~~~~~~~...\"\"\ny= 63 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~PPPPPP\ny= 64 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~\"\"PPPPPP\n\nEVENTS SINCE LAST TURN: none\nRESULTS OF YOUR LAST ACTIONS: OK tax rate set to 7% | OK zoom view at (60,40) next turn\nYOUR NOTES FROM LAST TURN: Wait for January 1978 revenue. Cash is $0; departments remain at 0% funding. Population floor is urgent, but all demands are currently -100 and crime is 35.", "raw": "{\"thoughts\":\"Cash is exhausted and all zoning demand is deeply negative, so construction is impossible this turn. Set taxes to 0% to encourage recovery and preserve the small January surplus by keeping departments unfunded; reassess after revenue accumulates.\",\"notes\":\"Cash 0; departments at 0% funding. Tax lowered to 0% for growth. Need monitor January cash, demand, population, and crime; prioritize police funding or targeted development once funds exist.\",\"actions\":[{\"type\":\"tax\",\"rate\":0}]}", "routed_model": "openai/gpt-5.6-luna", "usage": {"prompt_tokens": 4447, "completion_tokens": 307, "total_tokens": 4754, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 4445, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.001628055, "upstream_inference_prompt_cost": 0.001222815, "upstream_inference_completions_cost": 0.00040524}, "completion_tokens_details": {"reasoning_tokens": 195, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.001628055, "latency_s": 5.86, "thoughts": "Cash is exhausted and all zoning demand is deeply negative, so construction is impossible this turn. Set taxes to 0% to encourage recovery and preserve the small January surplus by keeping departments unfunded; reassess after revenue accumulates.", "notes": "Cash 0; departments at 0% funding. Tax lowered to 0% for growth. Need monitor January cash, demand, population, and crime; prioritize police funding or targeted development once funds exist.", "actions": [{"type": "tax", "rate": 0}], "actions_dropped": 0, "results": ["OK tax rate set to 0%"], "state": {"population_now": 6560, "funds": 0, "score": 307, "tax": 7}, "info": {"unpowered_zones": 2, "zones_r": 144, "zones_c": 64, "zones_i": 95, "free_sites": 10}, "wall_s": 210.5} {"turn": 25, "date": "Jan 1978", "model": "openai/gpt-5.6-luna", "prompt": "TASK: Detroit, 1972. Competition from overseas and other economic factors pushed the once 'automobile capital of the world' into recession. Falling land values and unemployment drove crime in the inner city to chronic levels. You have $20,000 and 10 years to reduce crime and rebuild the industrial base. GOAL: the average crime level must be under 60 when the scenario is judged in 1982 (the scenario's own rule), AND the population then must be at least 25,000, a third of 1972's 76,000. (This eval adds the population floor: without it the scenario can be 'won' by letting the city empty out, which cuts crime.)\n\nDATE: Jan 1978 (turn 25 of 40; each turn = 3 months; deadline Jan 1982)\nFUNDS: $0 tax rate 0% funding: road 100%, fire 100%, police 100%\n last January's budget: tax income $0, requested road $2,510, fire $700, police $1,800; cash flow $-5,010/yr\nPOPULATION: 6,600 now (official census 6,620, Town); residents 138, commerce 11, industry 13 (engine units)\nZONES: residential 143, commercial 64, industrial 95; unpowered zones: 2\nDEMAND (-100..+100, positive = the city wants more of it): residential -76, commercial -95, industrial -68\nCITY SCORE (re-evaluated each January, like the official census): 309 / 1000 (change +2 at the last evaluation); approval 28%; top problems (share of citizens): housing costs 11%, crime 8%, pollution 7%\nAVERAGES (0-255, lower is better except land value): crime 33, pollution 42, traffic 0, land value 65\nSERVICES: coal plants 2, nuclear 3, police 18, fire stations 7, stadiums 1, seaports 1, airports 1; road tiles 2402, rail tiles 597; fires burning 2\nSCENARIO GOAL: Average crime < 60 at the deadline (now 33); population must be >= 25,000\n\nBUILDINGS (top-left; * = unpowered): coal power plant x2: (44,74) (113,32); nuclear power plant x3: (107,95) (111,95) (115,95); police station x18: (10,40) (10,43) (18,52) (26,6)* (35,40) (39,10) (47,14) (52,6) (54,79)* (56,44)* (59,3) (85,66)* (92,42) (94,63)* (97,63)* (102,31) (108,86)* (114,86)*; fire station x7: (9,86) (18,14) (18,48) (43,19) (47,31) (64,48) (98,31); stadium x1: (87,53); seaport x1: (103,42); airport x1: (69,11)\nUNPOWERED ZONES (top-left): (8,3) (9,6)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (6,44) (36,81) (20,6) (5,37) (5,34) (14,11) (5,31) (51,85) (25,0) (5,52)\nLARGE OPEN AREAS (top-left, size): (100,67) 19x19 (66,73) 16x16 (82,74) 15x15 (105,0) 15x15 (84,0) 9x9 (75,90) 8x8\nHOT SPOTS (value@tile range): crime: 174@(82-83,20-21) 170@(82-83,18-19) 168@(80-81,20-21); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15)\n\nMAP (1 char = 2x2 tiles; the char at column c, row r covers x=2c..2c+1, y=2r..2r+1).\nLegend: . empty land \" trees ~ water , rubble * fire w flood ! radiation # road = rail + power line R/C/I zones (lowercase = unpowered) E coal plant N nuclear P police F fire station S stadium O seaport A airport H hospital/church k park\n 0 10 20 30 40 50 60 70 80 90 100 110 <- x\ny= 0 .\"\"#\"\"\".\"\".\"\"\"#kk\"kk.kk\"k#k\"...\"\"\"\"\"..\"\"\"\"\"\".\"\"\"#\".\"\"\"\"\"\"\"\"\"\ny= 2 .\"\"#rr##################RRRR.PPkk\"\"\"..\"\"\"\"\"\"\"\"\"\"#\"\"\"\"\"\"\"..\"\"\ny= 4 .\"\"#rr+\"\"\"\"\"\"\"#.k\"kk\"\"\"#RRRRRPP.\"\"\"\"\".\"\".\"\"\"\"\"CC#\"\"\"\"\"\"\"\"\"\".\ny= 6 .\"\"#rr++++\"k\"PPRRRRRRRIIIIPPIIIIRR++++++CC\"\"\"\"CC#CC.\"\"\"\"\"\"\".\ny= 8 \"\"\".rr#######PPRRRRRRRIIIIPPIIIIRR######CC#######CC.\"\".\"\"\"..\ny= 10 \"\"\".....#RRRRRRCC#RPPIIII#IIIIIIIIAAAAIIRRRR#RRRRRR....\"\"\"\"\"\ny= 12 ..\".....#RRRRRRCC#RPPIIII#IIIIIIIIAAAAIIRRRR#RRRRRR##..\"\"\"\"\"\ny= 14 \"\"\".++++#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#,,,#RR,,II\"\"\"\"\"\ny= 16 \"\"\"\"...k#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#===#RR==II\"\"\"\"\"\ny= 18 \"\"\"\".RRk#RRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRII\"\"\"\ny= 20 ..\"\".RR.#RRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRIIII\"\ny= 22 \"\"\"\"#RR##RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#####RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#kkk#RRRRkkk=RRII\"\"\"\ny= 26 \"RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRRRRRRRIIIIII\"\ny= 28 .RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRRRRRRRIIIIII~\ny= 30 .####RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII###\"~\ny= 32 \"\"\"\"#RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII#EEE~\ny= 34 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#EEE~\ny= 36 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#\"~~~\ny= 38 \"\"\".####################################################~~~~\ny= 40 \"\"\"k=PPRRRRRRRR=IPPCCRRCC#CCRRRRRRRRRRRRRRRR############~~~~\ny= 42 \"\"\"\"=PPRRRRRRRR#IPPCCRRCC#CCRRRRRRRRRRRRRRRRIIPPIIIOOOI#~~~~\ny= 44 \"\"\"\"=PPRRRRRRRRCCCCCCCCCC#CCPPkkk=RRRRRRR*#kIIPPIIIOOOI~~~~~\ny= 46 \"\"\"\"###RRRRRRRRCCCCCCCCCC#CCPP####RRRRRRRR+~+~~~~~~~~~~~~~~~\ny= 48 .RRR#RRRRFFRRRRCCCCCCCCCC#RRCCRRFFRRRR#~#~+++~~~~~~~~~~~~~~~\ny= 50 #RRR#RRRRFFRRRRCCCCCCCCCC#RRCCRRFFRRRR~~#~++\"\"~~~~~~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~~~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~+RRRSSS~~~~~~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#~~~~~RRRSSS~~~~~~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"k\"k~~~~~~~\"~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCCCCCCC#CCCC#~~~~~~~~\"\"\"~~~~~~k\"\"\"\".\"\"~~~~\ny= 62 \"\".\"IIII#IIIIIICCCCCCCCCC#CC~~~~~~~~~~~~~~~~~~~PPP\"\"\"...\"\"\"~\ny= 64 \"\"..IIII#IIIIIICCCCCC###=#~~~~~~~~~~~~~~~~~~~~\"PPP\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC+~~=#~~~~~~~~~~~~~~~~PPkk\"\"\"\"kkk\"\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC##+~~=#~II~\"\"kkk\"\"\"\"\"\"\"PP\"\"\"\"\".\"\"\"..\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~+~~=#III\"\"\"kkk\"\"\"\"\"\"\"kkkk\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~+~~=#IIRRR\"\"kk\"\"\"\"\"\"\"kkk\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..\"\"IIII#IIIIIICC~~~IIEE=CC\"RRII\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"..\"\".\ny= 76 \"\"\"\"#############~~~IIEE=CCk\"\"II\"\"\".\"......\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"\"\"IIII#IIIIII~~~~II#####kPPk\".\"\"\".\"\"\"..\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 80 \"\"\".IIII#IIIIII~~~~II#\"\"=#kPPk\"\"\"\"\".\"\"\"..\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 82 \"\"\"\"IIII#IIII~~~~~\"##II+=CC..\"\"..\"\".\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"..\"\"\"\ny= 84 .\"\"\"IIII#IIII~~~~\"\"#III##CC\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\".\"\"\ny= 86 ~\"\".FFII#===~~~~\"\"##IICC=\"\"\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"PP\"PP\"\ny= 88 ~\"\"\"FFII=~==~~~.\"\"#\"\"#CC==============================PP=PP=\ny= 90 ~~\"\"II#~===~~~~.\"\"#\"\"#.\"\"\"\".\"\"\"\"\".=.\"\"\"\".\"\"\".\"\"\".\"\"\"\".\",,,,,\ny= 92 \"~~~II#~===~~~~\"\"\"#.\"#\"\"\"\"\"\"\"\"\"\"\".=\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\",,,,,\ny= 94 \".~~II#~===~~~\"\"\"\"#\"\"#\"\"\"\"\"\"\".\"\"\"\"=\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"NNNNNNN\ny= 96 \".\"\"II#~==~~~~\"\"\"\"#.\"#\"...\"\"\".\"\"\"\"=\"\"\".\"\"\"\".\"\".\"\"\"\"\"\"NNNNNNN\ny= 98 \"\"\"\"###+=+++++++++#++#++++++++++++=++++++++++++++++++NNNNNNN\n\nEVENTS SINCE LAST TURN: Shipwreck reported! (at 84,46) | Explosion detected! (at 84,45)\nRESULTS OF YOUR LAST ACTIONS: OK tax rate set to 0%\nYOUR NOTES FROM LAST TURN: Cash 0; departments at 0% funding. Tax lowered to 0% for growth. Need monitor January cash, demand, population, and crime; prioritize police funding or targeted development once funds exist.", "raw": "{\"thoughts\":\"With no cash, I will restore a modest tax so the city can fund essential services while keeping it growth-friendly. Police and fire remain fully funded to contain chronic crime and current fires; road funding is reduced to preserve treasury for recovery.\",\"notes\":\"Tax 3%; road funding 50%, fire and police 100%. Next turn check January revenue, fires, demand, population, and crime; invest first in power or targeted development once cash is available.\",\"actions\":[{\"type\":\"tax\",\"rate\":3},{\"type\":\"funding\",\"road\":50,\"fire\":100,\"police\":100}]}", "routed_model": "openai/gpt-5.6-luna", "usage": {"prompt_tokens": 3823, "completion_tokens": 536, "total_tokens": 4359, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 3821, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.001758735, "upstream_inference_prompt_cost": 0.001051215, "upstream_inference_completions_cost": 0.00070752}, "completion_tokens_details": {"reasoning_tokens": 405, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.001758735, "latency_s": 5.73, "thoughts": "With no cash, I will restore a modest tax so the city can fund essential services while keeping it growth-friendly. Police and fire remain fully funded to contain chronic crime and current fires; road funding is reduced to preserve treasury for recovery.", "notes": "Tax 3%; road funding 50%, fire and police 100%. Next turn check January revenue, fires, demand, population, and crime; invest first in power or targeted development once cash is available.", "actions": [{"type": "tax", "rate": 3}, {"type": "funding", "road": 50, "fire": 100, "police": 100}], "actions_dropped": 0, "results": ["OK tax rate set to 3%", "OK funding set: road 50%, fire 100%, police 100%"], "state": {"population_now": 6600, "funds": 0, "score": 309, "tax": 0}, "info": {"unpowered_zones": 2, "zones_r": 143, "zones_c": 64, "zones_i": 95, "free_sites": 10}, "wall_s": 216.3} {"turn": 26, "date": "Apr 1978", "model": "openai/gpt-5.6-luna", "prompt": "TASK: Detroit, 1972. Competition from overseas and other economic factors pushed the once 'automobile capital of the world' into recession. Falling land values and unemployment drove crime in the inner city to chronic levels. You have $20,000 and 10 years to reduce crime and rebuild the industrial base. GOAL: the average crime level must be under 60 when the scenario is judged in 1982 (the scenario's own rule), AND the population then must be at least 25,000, a third of 1972's 76,000. (This eval adds the population floor: without it the scenario can be 'won' by letting the city empty out, which cuts crime.)\n\nDATE: Apr 1978 (turn 26 of 40; each turn = 3 months; deadline Jan 1982)\nFUNDS: $0 tax rate 3% funding: road 50%, fire 100%, police 100%\n last January's budget: tax income $0, requested road $2,510, fire $700, police $1,800; cash flow $-5,010/yr\nPOPULATION: 6,280 now (official census 6,620, Town); residents 138, commerce 9, industry 13 (engine units)\nZONES: residential 143, commercial 64, industrial 95; unpowered zones: 2\nDEMAND (-100..+100, positive = the city wants more of it): residential -72, commercial -98, industrial -62\nCITY SCORE (re-evaluated each January, like the official census): 309 / 1000 (change +2 at the last evaluation); approval 28%; top problems (share of citizens): housing costs 11%, crime 8%, pollution 7%\nAVERAGES (0-255, lower is better except land value): crime 33, pollution 44, traffic 0, land value 66\nSERVICES: coal plants 2, nuclear 3, police 18, fire stations 7, stadiums 1, seaports 1, airports 1; road tiles 2401, rail tiles 597; fires burning 1\nSCENARIO GOAL: Average crime < 60 at the deadline (now 33); population must be >= 25,000\n\nBUILDINGS (top-left; * = unpowered): coal power plant x2: (44,74) (113,32); nuclear power plant x3: (107,95) (111,95) (115,95); police station x18: (10,40) (10,43) (18,52) (26,6)* (35,40) (39,10) (47,14) (52,6) (54,79)* (56,44)* (59,3) (85,66)* (92,42) (94,63)* (97,63)* (102,31) (108,86)* (114,86)*; fire station x7: (9,86) (18,14) (18,48) (43,19) (47,31) (64,48) (98,31); stadium x1: (87,53); seaport x1: (103,42); airport x1: (69,11)\nUNPOWERED ZONES (top-left): (8,3) (9,6)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (6,44) (36,81) (20,6) (5,37) (5,34) (14,11) (5,31) (51,85) (25,0) (5,52)\nLARGE OPEN AREAS (top-left, size): (100,67) 19x19 (66,73) 16x16 (82,74) 15x15 (105,0) 15x15 (84,0) 9x9 (75,90) 8x8\nHOT SPOTS (value@tile range): crime: 174@(82-83,20-21) 170@(82-83,18-19) 168@(80-81,20-21); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15); traffic: 102@(72-73,46-47)\n\nMAP (1 char = 2x2 tiles; the char at column c, row r covers x=2c..2c+1, y=2r..2r+1).\nLegend: . empty land \" trees ~ water , rubble * fire w flood ! radiation # road = rail + power line R/C/I zones (lowercase = unpowered) E coal plant N nuclear P police F fire station S stadium O seaport A airport H hospital/church k park\n 0 10 20 30 40 50 60 70 80 90 100 110 <- x\ny= 0 .\"\"#\"\"\".\"\".\"\"\"#kk\"kk.kk\"k#k\"...\"\"\"\"\"..\"\"\"\"\"\".\"\"\"#\".\"\"\"\"\"\"\"\"\"\ny= 2 .\"\"#rr##################RRRR.PPkk\"\"\"..\"\"\"\"\"\"\"\"\"\"#\"\"\"\"\"\"\"..\"\"\ny= 4 .\"\"#rr+\"\"\"\"\"\"\"#.k\"kk\"\"\"#RRRRRPP.\"\"\"\"\".\"\".\"\"\"\"\"CC#\"\"\"\"\"\"\"\"\"\".\ny= 6 .\"\"#rr++++\"k\"PPRRRRRRRIIIIPPIIIIRR++++++CC\"\"\"\"CC#CC.\"\"\"\"\"\"\".\ny= 8 \"\"\".rr#######PPRRRRRRRIIIIPPIIIIRR######CC#######CC.\"\".\"\"\"..\ny= 10 \"\"\".....#RRRRRRCC#RPPIIII#IIIIIIIIAAAAIIRRRR#RRRRRR....\"\"\"\"\"\ny= 12 ..\".....#RRRRRRCC#RPPIIII#IIIIIIIIAAAAIIRRRR#RRRRRR##..\"\"\"\"\"\ny= 14 \"\"\".++++#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#,,,#RR,,II\"\"\"\"\"\ny= 16 \"\"\"\"...k#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#===#RR==II\"\"\"\"\"\ny= 18 \"\"\"\".RRk#RRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRII\"\"\"\ny= 20 ..\"\".RR.#RRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRIIII\"\ny= 22 \"\"\"\"#RR##RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#####RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#kkk#RRRRkkk=RRII\"\"\"\ny= 26 \"RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRRRRRRRIIIIII\"\ny= 28 .RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRRRRRRRIIIIII~\ny= 30 .####RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII###\"~\ny= 32 \"\"\"\"#RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII#EEE~\ny= 34 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#EEE~\ny= 36 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#\"~~~\ny= 38 \"\"\".####################################################~~~~\ny= 40 \"\"\"k=PPRRRRRRRR=IPPCCRRCC#CCRRRRRRRRRRRRRRRR############~~~~\ny= 42 \"\"\"\"=PPRRRRRRRR#IPPCCRRCC#CCRRRRRRRRRRRRRRRRIIPPIIIOOOI#~~~~\ny= 44 \"\"\"\"=PPRRRRRRRRCCCCCCCCCC#CCPPkkk=RRRRRRRR+kIIPPIIIOOOI~~~~~\ny= 46 \"\"\"\"###RRRRRRRRCCCCCCCCCC#CCPP####RRRRRRRR+~+~~~~~~~~~~~~~~~\ny= 48 .RRR#RRRRFFRRRRCCCCCCCCCC#RRCCRRFFRRRR#~#~+++~~~~~~~~~~~~~~~\ny= 50 #RRR#RRRRFFRRRRCCCCCCCCCC#RRCCRRFFRRRR~~#~++\"\"~~~~~~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~~~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~+RRRSSS~~~~~~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#~~~~~RRRSSS~~~~~~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"k\"k~~~~~~~\"~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCCCCCCC#CCCC#~~~~~~~~\"\"\"~~~~~~k\"\"\"\".\"\"~~~~\ny= 62 \"\".\"IIII#IIIIIICCCCCCCCCC#CC~~~~~~~~~~~~~~~~~~~PPP\"\"\"...\"\"\"~\ny= 64 \"\"..IIII#IIIIIICCCCCC###=##~~~~~~~~~~~~~~~~~~~\"PPP\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC+~~=#~~~~~~~~~~~~~~~~PPkk\"\"\"\"kkk\"\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC##+~~=##II~\"\"kkk\"\"\"\"\"\"\"PP\"\"\"\"\".\"\"\"..\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~+~~=#III\"\"\"kkk\"\"\"\"\"\"\"kkkk\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~+~~=#IIRRR\"\"kk\"\"\"\"\"\"\"kkk\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..\"\"IIII#IIIIIICC~~~IIEE=CC\"RRII\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"..\"\".\ny= 76 \"\"\"\"#############~~~IIEE=CCk\"\"II\"\"\".\"......\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"\"\"IIII#IIIIII~~~~II#####kPPk\".\"\"\".\"\"\"..\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 80 \"\"\".IIII#IIIIII~~~~II#\"\"=#kPPk\"\"\"\"\".\"\"\"..\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 82 \"\"\"\"IIII#IIII~~~~~\"##II+=CC..\"\"..\"\".\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"..\"\"\"\ny= 84 .\"\"\"IIII#IIII~~~~\"\"#III##CC\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\".\"\"\ny= 86 ~\"\".FFII#===~~~~\"\"##IICC=\"\"\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"PP\"PP\"\ny= 88 ~\"\"\"FFII=~==~~~.\"\"#\"\"#CC==============================PP=PP=\ny= 90 ~~\"\"II#~===~~~~.\"\"#\"\"#.\"\"\"\".\"\"\"\"\".=.\"\"\"\".\"\"\".\"\"\".\"\"\"\".\",,,,,\ny= 92 \"~~~II#~===~~~~\"\"\"#.\"#\"\"\"\"\"\"\"\"\"\"\".=\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\",,,,,\ny= 94 \".~~II#~===~~~\"\"\"\"#\"\"#\"\"\"\"\"\"\".\"\"\"\"=\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"NNNNNNN\ny= 96 \".\"\"II#~==~~~~\"\"\"\"#.\"#\"...\"\"\".\"\"\"\"=\"\"\".\"\"\"\".\"\".\"\"\"\"\"\"NNNNNNN\ny= 98 \"\"\"\"###+=+++++++++#++#++++++++++++=++++++++++++++++++NNNNNNN\n\nEVENTS SINCE LAST TURN: none\nRESULTS OF YOUR LAST ACTIONS: OK tax rate set to 3% | OK funding set: road 50%, fire 100%, police 100%\nYOUR NOTES FROM LAST TURN: Tax 3%; road funding 50%, fire and police 100%. Next turn check January revenue, fires, demand, population, and crime; invest first in power or targeted development once cash is available.", "raw": "{\"thoughts\":\"Treasury is empty and demand is deeply negative, so construction is impossible this turn. I will eliminate the road budget drain and set taxes to zero to maximize growth and preserve police and fire coverage while the existing powered zones recover.\",\"notes\":\"Tax 0%; road funding 0%; police/fire 100%. Next turn check January revenue, population growth, fires, demand, and crime; spend only after cash accumulates, prioritizing power and development if demand improves.\",\"actions\":[{\"type\":\"tax\",\"rate\":0},{\"type\":\"funding\",\"road\":0,\"fire\":100,\"police\":100}]}", "routed_model": "openai/gpt-5.6-luna", "usage": {"prompt_tokens": 3832, "completion_tokens": 320, "total_tokens": 4152, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 3830, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.00147609, "upstream_inference_prompt_cost": 0.00105369, "upstream_inference_completions_cost": 0.0004224}, "completion_tokens_details": {"reasoning_tokens": 187, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.00147609, "latency_s": 4.33, "thoughts": "Treasury is empty and demand is deeply negative, so construction is impossible this turn. I will eliminate the road budget drain and set taxes to zero to maximize growth and preserve police and fire coverage while the existing powered zones recover.", "notes": "Tax 0%; road funding 0%; police/fire 100%. Next turn check January revenue, population growth, fires, demand, and crime; spend only after cash accumulates, prioritizing power and development if demand improves.", "actions": [{"type": "tax", "rate": 0}, {"type": "funding", "road": 0, "fire": 100, "police": 100}], "actions_dropped": 0, "results": ["OK tax rate set to 0%", "OK funding set: road 0%, fire 100%, police 100%"], "state": {"population_now": 6280, "funds": 0, "score": 309, "tax": 3}, "info": {"unpowered_zones": 2, "zones_r": 143, "zones_c": 64, "zones_i": 95, "free_sites": 10}, "wall_s": 220.8} {"turn": 27, "date": "Jul 1978", "model": "openai/gpt-5.6-luna", "prompt": "TASK: Detroit, 1972. Competition from overseas and other economic factors pushed the once 'automobile capital of the world' into recession. Falling land values and unemployment drove crime in the inner city to chronic levels. You have $20,000 and 10 years to reduce crime and rebuild the industrial base. GOAL: the average crime level must be under 60 when the scenario is judged in 1982 (the scenario's own rule), AND the population then must be at least 25,000, a third of 1972's 76,000. (This eval adds the population floor: without it the scenario can be 'won' by letting the city empty out, which cuts crime.)\n\nDATE: Jul 1978 (turn 27 of 40; each turn = 3 months; deadline Jan 1982)\nFUNDS: $0 tax rate 0% funding: road 0%, fire 100%, police 100%\n last January's budget: tax income $0, requested road $2,510, fire $700, police $1,800; cash flow $-5,010/yr\nPOPULATION: 6,700 now (official census 6,620, Town); residents 151, commerce 9, industry 14 (engine units)\nZONES: residential 143, commercial 64, industrial 95; unpowered zones: 2\nDEMAND (-100..+100, positive = the city wants more of it): residential -22, commercial -39, industrial +4\nCITY SCORE (re-evaluated each January, like the official census): 309 / 1000 (change +2 at the last evaluation); approval 28%; top problems (share of citizens): housing costs 11%, crime 8%, pollution 7%\nAVERAGES (0-255, lower is better except land value): crime 32, pollution 44, traffic 0, land value 66\nSERVICES: coal plants 2, nuclear 3, police 18, fire stations 7, stadiums 1, seaports 1, airports 1; road tiles 2371, rail tiles 597; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 32); population must be >= 25,000\n\nBUILDINGS (top-left; * = unpowered): coal power plant x2: (44,74) (113,32); nuclear power plant x3: (107,95) (111,95) (115,95); police station x18: (10,40) (10,43) (18,52) (26,6)* (35,40) (39,10) (47,14) (52,6) (54,79)* (56,44)* (59,3) (85,66)* (92,42) (94,63)* (97,63)* (102,31) (108,86)* (114,86)*; fire station x7: (9,86) (18,14) (18,48) (43,19) (47,31) (64,48) (98,31); stadium x1: (87,53); seaport x1: (103,42); airport x1: (69,11)\nUNPOWERED ZONES (top-left): (8,3) (9,6)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (6,44) (36,81) (20,6) (5,37) (5,34) (14,11) (5,31) (51,85) (25,0) (5,52)\nLARGE OPEN AREAS (top-left, size): (100,67) 19x19 (66,73) 16x16 (82,74) 15x15 (105,0) 15x15 (84,0) 9x9 (75,90) 8x8\nHOT SPOTS (value@tile range): crime: 174@(82-83,20-21) 170@(82-83,18-19) 168@(80-81,20-21); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15); traffic: 80@(68-69,50-51)\n\nMAP (1 char = 2x2 tiles; the char at column c, row r covers x=2c..2c+1, y=2r..2r+1).\nLegend: . empty land \" trees ~ water , rubble * fire w flood ! radiation # road = rail + power line R/C/I zones (lowercase = unpowered) E coal plant N nuclear P police F fire station S stadium O seaport A airport H hospital/church k park\n 0 10 20 30 40 50 60 70 80 90 100 110 <- x\ny= 0 .\"\"#\"\"\".\"\".\"\"\"#kk\"kk.kk\"k#k\"...\"\"\"\"\"..\"\"\"\"\"\".\"\"\"#\".\"\"\"\"\"\"\"\"\"\ny= 2 .\"\"#rr##################RRRR.PPkk\"\"\"..\"\"\"\"\"\"\"\"\"\"#\"\"\"\"\"\"\"..\"\"\ny= 4 .\"\"#rr+\"\"\"\"\"\"\"#.k\"kk\"\"\"#RRRRRPP.\"\"\"\"\".\"\".\"\"\"\"\"CC#\"\"\"\"\"\"\"\"\"\".\ny= 6 .\"\"#rr++++\"k\"PPRRRRRRRIIIIPPIIIIRR++++++CC\"\"\"\"CC#CC.\"\"\"\"\"\"\".\ny= 8 \"\"\".rr#######PPRRRRRRRIIIIPPIIIIRR######CC#######CC.\"\".\"\"\"..\ny= 10 \"\"\".....#RRRRRRCC#RPPIIII#IIIIIIIIAAAAIIRRRR#RRRRRR....\"\"\"\"\"\ny= 12 ..\".....#RRRRRRCC#RPPIIII#IIIIIIIIAAAAIIRRRR#RRRRRR##..\"\"\"\"\"\ny= 14 \"\"\".++++#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#,,,#RR,,II\"\"\"\"\"\ny= 16 \"\"\"\"...k#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#===#RR==II\"\"\"\"\"\ny= 18 \"\"\"\".RRk#RRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRII\"\"\"\ny= 20 ..\"\".RR.#RRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRIIII\"\ny= 22 \"\"\"\"#RR##RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#####RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#kkk#RRRRkkk=RRII\"\"\"\ny= 26 \"RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRRRRRRRIIIIII\"\ny= 28 .RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRRRRRRRIIIIII~\ny= 30 .####RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII###\"~\ny= 32 \"\"\"\"#RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII#EEE~\ny= 34 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#EEE~\ny= 36 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#\"~~~\ny= 38 \"\"\".####################################################~~~~\ny= 40 \"\"\"k=PPRRRRRRRR=IPPCCRRCC#CCRRRRRRRRRRRRRRRR############~~~~\ny= 42 \"\"\"\"=PPRRRRRRRR#IPPCCRRCC#CCRRRRRRRRRRRRRRRRIIPPIIIOOOI#~~~~\ny= 44 \"\"\"\"=PPRRRRRRRRCCCCCCCCCC#CCPPkkk=RRRRRRRR+kIIPPIIIOOOI~~~~~\ny= 46 \"\"\"\"###RRRRRRRRCCCCCCCCCC#CCPP####RRRRRRRR+~+~~~~~~~~~~~~~~~\ny= 48 .RRR#RRRRFFRRRRCCCCCCCCCC#RRCCRRFFRRRR#~#~+++~~~~~~~~~~~~~~~\ny= 50 #RRR#RRRRFFRRRRCCCCCCCCCC#RRCCRRFFRRRR~~#~++\"\"~~~~~~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~~~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~+RRRSSS~~~~~~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#~~~~~RRRSSS~~~~~~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"k\"k~~~~~~~\"~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCCCCCCC#CCCC#~~~~~~~~\"\"\"~~~~~~k\"\"\"\".\"\"~~~~\ny= 62 \"\".\"IIII#IIIIIICCCCCCCCCC#CC~~~~~~~~~~~~~~~~~~~PPP\"\"\"...\"\"\"~\ny= 64 \"\"..IIII#IIIIIICCCCCC###=##~~~~~~~~~~~~~~~~~~~\"PPP\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC+~~=#~~~~~~~~~~~~~~~~PPkk\"\"\"\"kkk\"\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC##+~~=##II~\"\"kkk\"\"\"\"\"\"\"PP\"\"\"\"\".\"\"\"..\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~+~~=#III\"\"\"kkk\"\"\"\"\"\"\"kkkk\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~+~~=#IIRRR\"\"kk\"\"\"\"\"\"\"kkk\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..\"\"IIII#IIIIIICC~~~IIEE=CC\"RRII\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"..\"\".\ny= 76 \"\"\"\"#############~~~IIEE=CCk\"\"II\"\"\".\"......\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"\"\"IIII#IIIIII~~~~II#####kPPk\".\"\"\".\"\"\"..\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 80 \"\"\".IIII#IIIIII~~~~II#\"\"=#kPPk\"\"\"\"\".\"\"\"..\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 82 \"\"\"\"IIII#IIII~~~~~\"##II+=CC..\"\"..\"\".\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"..\"\"\"\ny= 84 .\"\"\"IIII#IIII~~~~\"\"#III##CC\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\".\"\"\ny= 86 ~\"\".FFII#===~~~~\"\"##IICC=\"\"\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"PP\"PP\"\ny= 88 ~\"\"\"FFII=~==~~~.\"\"#\"\"#CC==============================PP=PP=\ny= 90 ~~\"\"II#~===~~~~.\"\"#\"\"#.\"\"\"\".\"\"\"\"\".=.\"\"\"\".\"\"\".\"\"\".\"\"\"\".\",,,,,\ny= 92 \"~~~II#~===~~~~\"\"\"#.\"#\"\"\"\"\"\"\"\"\"\"\".=\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\",,,,,\ny= 94 \".~~II#~===~~~\"\"\"\"#\"\"#\"\"\"\"\"\"\".\"\"\"\"=\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"NNNNNNN\ny= 96 \".\"\"II#~==~~~~\"\"\"\"#.\"#\"...\"\"\".\"\"\"\"=\"\"\".\"\"\"\".\"\".\"\"\"\"\"\"NNNNNNN\ny= 98 \"\"\"\"###+=+++++++++#++#++++++++++++=++++++++++++++++++NNNNNNN\n\nEVENTS SINCE LAST TURN: none\nRESULTS OF YOUR LAST ACTIONS: OK tax rate set to 0% | OK funding set: road 0%, fire 100%, police 100%\nYOUR NOTES FROM LAST TURN: Tax 0%; road funding 0%; police/fire 100%. Next turn check January revenue, population growth, fires, demand, and crime; spend only after cash accumulates, prioritizing power and development if demand improves.", "raw": "{\"thoughts\":\"The treasury is empty, so construction is impossible this turn. I will restore a modest 5% tax to begin rebuilding cash while keeping police and fire fully funded; road funding stays at zero briefly so January revenue can accumulate for power and industrial redevelopment.\",\"notes\":\"Tax 5%; road funding 0%, police/fire 100%. Next turn check cash, January tax collection, demand, population, and road decay; prioritize powering the two unpowered zones and adding industrial capacity when affordable.\",\"actions\":[{\"type\":\"tax\",\"rate\":5},{\"type\":\"funding\",\"road\":0,\"fire\":100,\"police\":100},{\"type\":\"zoom\",\"x\":0,\"y\":0}]}", "routed_model": "openai/gpt-5.6-luna", "usage": {"prompt_tokens": 3836, "completion_tokens": 365, "total_tokens": 4201, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 3834, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.00153659, "upstream_inference_prompt_cost": 0.00105479, "upstream_inference_completions_cost": 0.0004818}, "completion_tokens_details": {"reasoning_tokens": 216, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.00153659, "latency_s": 3.81, "thoughts": "The treasury is empty, so construction is impossible this turn. I will restore a modest 5% tax to begin rebuilding cash while keeping police and fire fully funded; road funding stays at zero briefly so January revenue can accumulate for power and industrial redevelopment.", "notes": "Tax 5%; road funding 0%, police/fire 100%. Next turn check cash, January tax collection, demand, population, and road decay; prioritize powering the two unpowered zones and adding industrial capacity when affordable.", "actions": [{"type": "tax", "rate": 5}, {"type": "funding", "road": 0, "fire": 100, "police": 100}, {"type": "zoom", "x": 0, "y": 0}], "actions_dropped": 0, "results": ["OK tax rate set to 5%", "OK funding set: road 0%, fire 100%, police 100%", "OK zoom view at (0,0) next turn"], "state": {"population_now": 6700, "funds": 0, "score": 309, "tax": 0}, "info": {"unpowered_zones": 2, "zones_r": 143, "zones_c": 64, "zones_i": 95, "free_sites": 10}, "wall_s": 224.8} {"turn": 28, "date": "Oct 1978", "model": "openai/gpt-5.6-luna", "prompt": "TASK: Detroit, 1972. Competition from overseas and other economic factors pushed the once 'automobile capital of the world' into recession. Falling land values and unemployment drove crime in the inner city to chronic levels. You have $20,000 and 10 years to reduce crime and rebuild the industrial base. GOAL: the average crime level must be under 60 when the scenario is judged in 1982 (the scenario's own rule), AND the population then must be at least 25,000, a third of 1972's 76,000. (This eval adds the population floor: without it the scenario can be 'won' by letting the city empty out, which cuts crime.)\n\nDATE: Oct 1978 (turn 28 of 40; each turn = 3 months; deadline Jan 1982)\nFUNDS: $0 tax rate 5% funding: road 0%, fire 100%, police 100%\n last January's budget: tax income $0, requested road $2,510, fire $700, police $1,800; cash flow $-5,010/yr\nPOPULATION: 9,760 now (official census 6,620, Town); residents 168, commerce 13, industry 27 (engine units)\nZONES: residential 143, commercial 64, industrial 95; unpowered zones: 2\nDEMAND (-100..+100, positive = the city wants more of it): residential -21, commercial +18, industrial +6\nCITY SCORE (re-evaluated each January, like the official census): 309 / 1000 (change +2 at the last evaluation); approval 28%; top problems (share of citizens): housing costs 11%, crime 8%, pollution 7%\nAVERAGES (0-255, lower is better except land value): crime 34, pollution 45, traffic 0, land value 66\nSERVICES: coal plants 2, nuclear 3, police 18, fire stations 7, stadiums 1, seaports 1, airports 1; road tiles 2381, rail tiles 597; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 34); population must be >= 25,000\n\nBUILDINGS (top-left; * = unpowered): coal power plant x2: (44,74) (113,32); nuclear power plant x3: (107,95) (111,95) (115,95); police station x18: (10,40) (10,43) (18,52) (26,6)* (35,40) (39,10) (47,14) (52,6) (54,79)* (56,44)* (59,3) (85,66)* (92,42) (94,63)* (97,63)* (102,31) (108,86)* (114,86)*; fire station x7: (9,86) (18,14) (18,48) (43,19) (47,31) (64,48) (98,31); stadium x1: (87,53); seaport x1: (103,42); airport x1: (69,11)\nUNPOWERED ZONES (top-left): (8,3) (9,6)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (6,44) (36,81) (20,6) (5,37) (5,34) (14,11) (5,31) (51,85) (25,0) (5,52)\nLARGE OPEN AREAS (top-left, size): (100,67) 19x19 (66,73) 16x16 (82,74) 15x15 (105,0) 15x15 (84,0) 9x9 (75,90) 8x8\nHOT SPOTS (value@tile range): crime: 198@(22-23,76-77) 184@(22-23,74-75) 179@(20-21,74-75); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15); traffic: 78@(62-63,54-55) 76@(68-69,54-55) 76@(66-67,54-55)\n\nMAP (1 char = 2x2 tiles; the char at column c, row r covers x=2c..2c+1, y=2r..2r+1).\nLegend: . empty land \" trees ~ water , rubble * fire w flood ! radiation # road = rail + power line R/C/I zones (lowercase = unpowered) E coal plant N nuclear P police F fire station S stadium O seaport A airport H hospital/church k park\n 0 10 20 30 40 50 60 70 80 90 100 110 <- x\ny= 0 .\"\"#\"\"\".\"\".\"\"\"#kk\"kk.kk\"k#k\"...\"\"\"\"\"..\"\"\"\"\"\".\"\"\"#\".\"\"\"\"\"\"\"\"\"\ny= 2 .\"\"#rr##################RRRR.PPkk\"\"\"..\"\"\"\"\"\"\"\"\"\"#\"\"\"\"\"\"\"..\"\"\ny= 4 .\"\"#rr+\"\"\"\"\"\"\"#.k\"kk\"\"\"#RRRRRPP.\"\"\"\"\".\"\".\"\"\"\"\"CC#\"\"\"\"\"\"\"\"\"\".\ny= 6 .\"\"#rr++++\"k\"PPRRRRRRRIIIIPPIIIIRR++++++CC\"\"\"\"CC#CC.\"\"\"\"\"\"\".\ny= 8 \"\"\".rr#######PPRRRRRRRIIIIPPIIIIRR######CC#######CC.\"\".\"\"\"..\ny= 10 \"\"\".....#RRRRRRCC#RPPIIII#IIIIIIIIAAAAIIRRRR#RRRRRR....\"\"\"\"\"\ny= 12 ..\".....#RRRRRRCC#RPPIIII#IIIIIIIIAAAAIIRRRR#RRRRRR##..\"\"\"\"\"\ny= 14 \"\"\".++++#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#,,,#RR,,II\"\"\"\"\"\ny= 16 \"\"\"\"...k#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#===#RR==II\"\"\"\"\"\ny= 18 \"\"\"\".RRk#RRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRII\"\"\"\ny= 20 ..\"\".RR.#RRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRIIII\"\ny= 22 \"\"\"\"#RR##RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#####RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#kkk#RRRRkkk=RRII\"\"\"\ny= 26 \"RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRRRRRRRIIIIII\"\ny= 28 .RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRRRRRRRIIIIII~\ny= 30 .####RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII###\"~\ny= 32 \"\"\"\"#RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII#EEE~\ny= 34 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#EEE~\ny= 36 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#\"~~~\ny= 38 \"\"\".####################################################~~~~\ny= 40 \"\"\"k=PPRRRRRRRR=IPPCCRRCC#CCRRRRRRRRRRRRRRRR############~~~~\ny= 42 \"\"\"\"=PPRRRRRRRR#IPPCCRRCC#CCRRRRRRRRRRRRRRRRIIPPIIIOOOI#~~~~\ny= 44 \"\"\"\"=PPRRRRRRRRCCCCCCCCCC#CCPPkkk=RRRRRRRR+kIIPPIIIOOOI~~~~~\ny= 46 \"\"\"\"###RRRRRRRRCCCCCCCCCC#CCPP####RRRRRRRR+~+~~~~~~~~~~~~~~~\ny= 48 .RRR#RRRRFFRRRRCCCCCCCCCC#RRCCRRFFRRRR#~#~+++~~~~~~~~~~~~~~~\ny= 50 #RRR#RRRRFFRRRRCCCCCCCCCC#RRCCRRFFRRRR~~#~++\"\"~~~~~~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~~~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~+RRRSSS~~~~~~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#~~~~~RRRSSS~~~~~~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"k\"k~~~~~~~\"~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCCCCCCC#CCCC#~~~~~~~~\"\"\"~~~~~~k\"\"\"\".\"\"~~~~\ny= 62 \"\".\"IIII#IIIIIICCCCCCCCCC#CC~~~~~~~~~~~~~~~~~~~PPP\"\"\"...\"\"\"~\ny= 64 \"\"..IIII#IIIIIICCCCCC###=#~~~~~~~~~~~~~~~~~~~~\"PPP\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC+~~=#~~~~~~~~~~~~~~~~PPkk\"\"\"\"kkk\"\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC##+~~=#~II~\"\"kkk\"\"\"\"\"\"\"PP\"\"\"\"\".\"\"\"..\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~+~~=#III\"\"\"kkk\"\"\"\"\"\"\"kkkk\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~+~~=#IIRRR\"\"kk\"\"\"\"\"\"\"kkk\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..\"\"IIII#IIIIIICC~~~IIEE=CC\"RRII\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"..\"\".\ny= 76 \"\"\"\"#############~~~IIEE=CCk\"\"II\"\"\".\"......\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"\"\"IIII#IIIIII~~~~II#####kPPk\".\"\"\".\"\"\"..\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 80 \"\"\".IIII#IIIIII~~~~II#\"\"=#kPPk\"\"\"\"\".\"\"\"..\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 82 \"\"\"\"IIII#IIII~~~~~\"##II+=CC..\"\"..\"\".\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"..\"\"\"\ny= 84 .\"\"\"IIII#IIII~~~~\"\"#III##CC\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\".\"\"\ny= 86 ~\"\".FFII#===~~~~\"\"##IICC=\"\"\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"PP\"PP\"\ny= 88 ~\"\"\"FFII=~==~~~.\"\"#\"\"#CC==============================PP=PP=\ny= 90 ~~\"\"II#~===~~~~.\"\"#\"\"#.\"\"\"\".\"\"\"\"\".=.\"\"\"\".\"\"\".\"\"\".\"\"\"\".\",,,,,\ny= 92 \"~~~II#~===~~~~\"\"\"#.\"#\"\"\"\"\"\"\"\"\"\"\".=\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\",,,,,\ny= 94 \".~~II#~===~~~\"\"\"\"#\"\"#\"\"\"\"\"\"\".\"\"\"\"=\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"NNNNNNN\ny= 96 \".\"\"II#~==~~~~\"\"\"\"#.\"#\"...\"\"\".\"\"\"\"=\"\"\".\"\"\"\".\"\".\"\"\"\"\"\"NNNNNNN\ny= 98 \"\"\"\"###+=+++++++++#++#++++++++++++=++++++++++++++++++NNNNNNN\n\nZOOM (full resolution, 1 char = 1 tile, top-left (0,0)):\n 0 1 2 3 \n 0123456789012345678901234567890123456789\ny= 0 ......#................\"\"...#.k..k..k..k\ny= 1 ...\"\".##\"\"\"\"\"\"...\"\"\"...\"\"\"\".#.\"\"\"\"\".\"\"\".\ny= 2 ..\"\"\"\"\"#\"\"\"\"\"\"...\"\"\"\"\".\"\"\"\".#.\"\"\"\"\".\"\"\".\ny= 3 ..\"\"\"\"\"#RRR#############################\ny= 4 ..\"\"\"\"\"#RRR\"+\".\"\"\".\"\"\"\"\"\"\"\"\"#...\"k.\"k\"\"k\ny= 5 ..\"\"\"\"\"#RRR\"+..\"\"\".\"\"\"\"\"\"\"\"\"##....\"\"\"\"\".\ny= 6 ..\"\"\"\"\"##RRR+++++++\"\"\".k.\"PPP#RRR.\"\"\"\"\".\ny= 7 ..\"\"\"\"..#RRR\"\"\"\"...\"\"\"....PPP#RRR..RRR.R\ny= 8 \"\"\"\"\"...#RRR\"\"\"\"...\"\"\"....PPP#RRR..RRR.R\ny= 9 \"\".\"\"...###########################RRR.R\ny= 10 \"\"\"\"\"\"...........#RRR#RRR#RRR#=CCC#,RRRP\ny= 11 \"\"\"\"\"\"...........#RRR#RRR#RRR#=CCC#,RRRP\ny= 12 .................#RRR#RRR#RRR#=CCC#,RRRP\ny= 13 ....\"\"...........#######################\ny= 14 \"\"\".\"\"..+++++++++#FFF#RRR#RRR#=CCC#CCC#C\ny= 15 \"\"\"\".............#FFF#RRR#RRR#=CCC#CCC#C\ny= 16 \"\"\"\".\"\"\"......k..#FFF#RRR#RRR#=CCC#CCC#C\ny= 17 \"\"\".\"\"\"\".........#===#===#===#====#===#=\ny= 18 \"\"\".\"\"\"\".........#######################\ny= 19 \"\"\".\"\"\"\"..RRR.kkk#RRR#RRR#RRR#=RRR#RRR#R\ny= 20 ....\"\"\"\"..RRR....#RRR#RRR#RRR#=RRR#RRR#R\ny= 21 ....\"\"\"\"..RRR#...#RRR#RRR#RRR#=RRR#RRR#R\ny= 22 \"\"\"\".\"\"\"################################\ny= 23 \"\"\"\".\"\"\"#=RRR#kkk#RRR#RRR#RRR#=RRR#RRR#R\ny= 24 \"\"\"\"\".\"\"#=RRR#kkk#RRR#RRR#RRR#=RRR#RRR#R\n\nEVENTS SINCE LAST TURN: none\nRESULTS OF YOUR LAST ACTIONS: OK tax rate set to 5% | OK funding set: road 0%, fire 100%, police 100% | OK zoom view at (0,0) next turn\nYOUR NOTES FROM LAST TURN: Tax 5%; road funding 0%, police/fire 100%. Next turn check cash, January tax collection, demand, population, and road decay; prioritize powering the two unpowered zones and adding industrial capacity when affordable.", "raw": "{\"thoughts\":\"With no cash and an annual deficit, suspend all department funding temporarily and raise taxes modestly to rebuild the treasury. Avoid construction this turn; after January revenue, restore essential police funding and invest first in power and industrial growth.\",\"notes\":\"Cash is $0. Funding all departments 0% until revenue arrives; tax 7%. Next turn check January tax income, cash, population, demand, and whether roads or zones decay. Prioritize power connection and industrial expansion once affordable.\",\"actions\":[{\"type\":\"tax\",\"rate\":7},{\"type\":\"funding\",\"road\":0,\"fire\":0,\"police\":0}]}", "routed_model": "openai/gpt-5.6-luna", "usage": {"prompt_tokens": 4503, "completion_tokens": 323, "total_tokens": 4826, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 4501, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.001664575, "upstream_inference_prompt_cost": 0.001238215, "upstream_inference_completions_cost": 0.00042636}, "completion_tokens_details": {"reasoning_tokens": 187, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.001664575, "latency_s": 3.43, "thoughts": "With no cash and an annual deficit, suspend all department funding temporarily and raise taxes modestly to rebuild the treasury. Avoid construction this turn; after January revenue, restore essential police funding and invest first in power and industrial growth.", "notes": "Cash is $0. Funding all departments 0% until revenue arrives; tax 7%. Next turn check January tax income, cash, population, demand, and whether roads or zones decay. Prioritize power connection and industrial expansion once affordable.", "actions": [{"type": "tax", "rate": 7}, {"type": "funding", "road": 0, "fire": 0, "police": 0}], "actions_dropped": 0, "results": ["OK tax rate set to 7%", "OK funding set: road 0%, fire 0%, police 0%"], "state": {"population_now": 9760, "funds": 0, "score": 309, "tax": 5}, "info": {"unpowered_zones": 2, "zones_r": 143, "zones_c": 64, "zones_i": 95, "free_sites": 10}, "wall_s": 228.3} {"turn": 29, "date": "Jan 1979", "model": "openai/gpt-5.6-luna", "prompt": "TASK: Detroit, 1972. Competition from overseas and other economic factors pushed the once 'automobile capital of the world' into recession. Falling land values and unemployment drove crime in the inner city to chronic levels. You have $20,000 and 10 years to reduce crime and rebuild the industrial base. GOAL: the average crime level must be under 60 when the scenario is judged in 1982 (the scenario's own rule), AND the population then must be at least 25,000, a third of 1972's 76,000. (This eval adds the population floor: without it the scenario can be 'won' by letting the city empty out, which cuts crime.)\n\nDATE: Jan 1979 (turn 29 of 40; each turn = 3 months; deadline Jan 1982)\nFUNDS: $323 tax rate 7% funding: road 0%, fire 0%, police 0%\n last January's budget: tax income $323, requested road $2,509, fire $700, police $1,800; cash flow $-4,686/yr\nPOPULATION: 9,640 now (official census 9,700, Town); residents 154, commerce 16, industry 25 (engine units)\nZONES: residential 143, commercial 64, industrial 95; unpowered zones: 2\nDEMAND (-100..+100, positive = the city wants more of it): residential -86, commercial -81, industrial -82\nCITY SCORE (re-evaluated each January, like the official census): 654 / 1000 (change +345 at the last evaluation); approval 69%; top problems (share of citizens): housing costs 13%, crime 11%, taxes 10%, pollution 7%\nAVERAGES (0-255, lower is better except land value): crime 34, pollution 45, traffic 0, land value 66\nSERVICES: coal plants 2, nuclear 3, police 18, fire stations 7, stadiums 1, seaports 1, airports 1; road tiles 2391, rail tiles 597; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 34); population must be >= 25,000\n\nBUILDINGS (top-left; * = unpowered): coal power plant x2: (44,74) (113,32); nuclear power plant x3: (107,95) (111,95) (115,95); police station x18: (10,40) (10,43) (18,52) (26,6)* (35,40) (39,10) (47,14) (52,6) (54,79)* (56,44)* (59,3) (85,66)* (92,42) (94,63)* (97,63)* (102,31) (108,86)* (114,86)*; fire station x7: (9,86) (18,14) (18,48) (43,19) (47,31) (64,48) (98,31); stadium x1: (87,53); seaport x1: (103,42); airport x1: (69,11)\nUNPOWERED ZONES (top-left): (8,3) (9,6)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (6,44) (36,81) (20,6) (5,37) (5,34) (14,11) (5,31) (51,85) (25,0) (5,52)\nLARGE OPEN AREAS (top-left, size): (100,67) 19x19 (66,73) 16x16 (82,74) 15x15 (105,0) 15x15 (84,0) 9x9 (75,90) 8x8\nHOT SPOTS (value@tile range): crime: 198@(22-23,76-77) 184@(22-23,74-75) 179@(20-21,74-75); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15); traffic: 128@(72-73,46-47) 78@(72-73,44-45)\n\nMAP (1 char = 2x2 tiles; the char at column c, row r covers x=2c..2c+1, y=2r..2r+1).\nLegend: . empty land \" trees ~ water , rubble * fire w flood ! radiation # road = rail + power line R/C/I zones (lowercase = unpowered) E coal plant N nuclear P police F fire station S stadium O seaport A airport H hospital/church k park\n 0 10 20 30 40 50 60 70 80 90 100 110 <- x\ny= 0 .\"\"#\"\"\".\"\".\"\"\"#kk\"kk.kk\"k#k\"...\"\"\"\"\"..\"\"\"\"\"\".\"\"\"#\".\"\"\"\"\"\"\"\"\"\ny= 2 .\"\"#rr##################RRRR.PPkk\"\"\"..\"\"\"\"\"\"\"\"\"\"#\"\"\"\"\"\"\"..\"\"\ny= 4 .\"\"#rr+\"\"\"\"\"\"\"#.k\"kk\"\"\"#RRRRRPP.\"\"\"\"\".\"\".\"\"\"\"\"CC#\"\"\"\"\"\"\"\"\"\".\ny= 6 .\"\"#rr++++\"k\"PPRRRRRRRIIIIPPIIIIRR++++++CC\"\"\"\"CC#CC.\"\"\"\"\"\"\".\ny= 8 \"\"\".rr#######PPRRRRRRRIIIIPPIIIIRR######CC#######CC.\"\".\"\"\"..\ny= 10 \"\"\".....#RRRRRRCC#RPPIIII#IIIIIIIIAAAAIIRRRR#RRRRRR....\"\"\"\"\"\ny= 12 ..\".....#RRRRRRCC#RPPIIII#IIIIIIIIAAAAIIRRRR#RRRRRR##..\"\"\"\"\"\ny= 14 \"\"\".++++#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#,,,#RR,,II\"\"\"\"\"\ny= 16 \"\"\"\"...k#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#===#RR==II\"\"\"\"\"\ny= 18 \"\"\"\".RRk#RRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRII\"\"\"\ny= 20 ..\"\".RR.#RRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRIIII\"\ny= 22 \"\"\"\"#RR##RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#####RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#kkk#RRRRkkk=RRII\"\"\"\ny= 26 \"RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRRRRRRRIIIIII\"\ny= 28 .RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRRRRRRRIIIIII~\ny= 30 .####RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII###\"~\ny= 32 \"\"\"\"#RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII#EEE~\ny= 34 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#EEE~\ny= 36 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#\"~~~\ny= 38 \"\"\".####################################################~~~~\ny= 40 \"\"\"k=PPRRRRRRRR=IPPCCRRCC#CCRRRRRRRRRRRRRRRR############~~~~\ny= 42 \"\"\"\"=PPRRRRRRRR#IPPCCRRCC#CCRRRRRRRRRRRRRRRRIIPPIIIOOOI#~~~~\ny= 44 \"\"\"\"=PPRRRRRRRRCCCCCCCCCC#CCPPkkk=RRRRRRRR+kIIPPIIIOOOI~~~~~\ny= 46 \"\"\"\"###RRRRRRRRCCCCCCCCCC#CCPP####RRRRRRRR+~+~~~~~~~~~~~~~~~\ny= 48 .RRR#RRRRFFRRRRCCCCCCCCCC#RRCCRRFFRRRR#~#~+++~~~~~~~~~~~~~~~\ny= 50 #RRR#RRRRFFRRRRCCCCCCCCCC#RRCCRRFFRRRR~~#~++\"\"~~~~~~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~~~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~+RRRSSS~~~~~~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#~~~~~RRRSSS~~~~~~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"k\"k~~~~~~~\"~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCCCCCCC#CCCC#~~~~~~~~\"\"\"~~~~~~k\"\"\"\".\"\"~~~~\ny= 62 \"\".\"IIII#IIIIIICCCCCCCCCC#CC~~~~~~~~~~~~~~~~~~~PPP\"\"\"...\"\"\"~\ny= 64 \"\"..IIII#IIIIIICCCCCC###=#~~~~~~~~~~~~~~~~~~~~\"PPP\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC+~~=#~~~~~~~~~~~~~~~~PPkk\"\"\"\"kkk\"\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC##+~~=#~II~\"\"kkk\"\"\"\"\"\"\"PP\"\"\"\"\".\"\"\"..\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~+~~=#III\"\"\"kkk\"\"\"\"\"\"\"kkkk\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~+~~=#IIRRR\"\"kk\"\"\"\"\"\"\"kkk\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..\"\"IIII#IIIIIICC~~~IIEE=CC\"RRII\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"..\"\".\ny= 76 \"\"\"\"#############~~~IIEE=CCk\"\"II\"\"\".\"......\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"\"\"IIII#IIIIII~~~~II#####kPPk\".\"\"\".\"\"\"..\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 80 \"\"\".IIII#IIIIII~~~~II#\"\"=#kPPk\"\"\"\"\".\"\"\"..\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 82 \"\"\"\"IIII#IIII~~~~~\"##II+=CC..\"\"..\"\".\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"..\"\"\"\ny= 84 .\"\"\"IIII#IIII~~~~\"\"#III##CC\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\".\"\"\ny= 86 ~\"\".FFII#===~~~~\"\"##IICC=\"\"\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"PP\"PP\"\ny= 88 ~\"\"\"FFII=~==~~~.\"\"#\"\"#CC==============================PP=PP=\ny= 90 ~~\"\"II#~===~~~~.\"\"#\"\"#.\"\"\"\".\"\"\"\"\".=.\"\"\"\".\"\"\".\"\"\".\"\"\"\".\",,,,,\ny= 92 \"~~~II#~===~~~~\"\"\"#.\"#\"\"\"\"\"\"\"\"\"\"\".=\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\",,,,,\ny= 94 \".~~II#~===~~~\"\"\"\"#\"\"#\"\"\"\"\"\"\".\"\"\"\"=\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"NNNNNNN\ny= 96 \".\"\"II#~==~~~~\"\"\"\"#.\"#\"...\"\"\".\"\"\"\"=\"\"\".\"\"\"\".\"\".\"\"\"\"\"\"NNNNNNN\ny= 98 \"\"\"\"###+=+++++++++#++#++++++++++++=++++++++++++++++++NNNNNNN\n\nEVENTS SINCE LAST TURN: Population has reached 10,000. | Population has reached 2,000.\nRESULTS OF YOUR LAST ACTIONS: OK tax rate set to 7% | OK funding set: road 0%, fire 0%, police 0%\nYOUR NOTES FROM LAST TURN: Cash is $0. Funding all departments 0% until revenue arrives; tax 7%. Next turn check January tax income, cash, population, demand, and whether roads or zones decay. Prioritize power connection and industrial expansion once affordable.", "raw": "{\"thoughts\":\"The city has almost no cash and sharply negative demand, so immediate construction is risky. Lowering taxes to 0% should stimulate demand and population growth; I will also connect the two unpowered residential sites cheaply and preserve funds for the next tax cycle.\",\"notes\":\"Tax 0% to encourage growth. Connected suspected unpowered sites near (8,3) and (9,6); next turn check power, demand, cash, and population before building zones or restoring police/road funding.\",\"actions\":[{\"type\":\"tax\",\"rate\":0},{\"type\":\"power_line\",\"x1\":8,\"y1\":3,\"x2\":12,\"y2\":3},{\"type\":\"power_line\",\"x1\":9,\"y1\":6,\"x2\":12,\"y2\":6}]}", "routed_model": "openai/gpt-5.6-luna", "usage": {"prompt_tokens": 3868, "completion_tokens": 687, "total_tokens": 4555, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 3866, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.00197043, "upstream_inference_prompt_cost": 0.00106359, "upstream_inference_completions_cost": 0.00090684}, "completion_tokens_details": {"reasoning_tokens": 516, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.00197043, "latency_s": 5.86, "thoughts": "The city has almost no cash and sharply negative demand, so immediate construction is risky. Lowering taxes to 0% should stimulate demand and population growth; I will also connect the two unpowered residential sites cheaply and preserve funds for the next tax cycle.", "notes": "Tax 0% to encourage growth. Connected suspected unpowered sites near (8,3) and (9,6); next turn check power, demand, cash, and population before building zones or restoring police/road funding.", "actions": [{"type": "tax", "rate": 0}, {"type": "power_line", "x1": 8, "y1": 3, "x2": 12, "y2": 3}, {"type": "power_line", "x1": 9, "y1": 6, "x2": 12, "y2": 6}], "actions_dropped": 0, "results": ["OK tax rate set to 0%", "REJECTED power_line (8,3)->(12,3): 0/5 tiles ok, $0; 3 blocked by residential e.g. (8, 3); 2 blocked by road e.g. (11, 3)", "REJECTED power_line (9,6)->(12,6): 0/4 tiles ok, $0; 3 blocked by residential e.g. (9, 6); 1 blocked by power line e.g. (12, 6)"], "state": {"population_now": 9640, "funds": 323, "score": 654, "tax": 7}, "info": {"unpowered_zones": 2, "zones_r": 143, "zones_c": 64, "zones_i": 95, "free_sites": 10}, "wall_s": 234.3} {"turn": 30, "date": "Apr 1979", "model": "openai/gpt-5.6-luna", "prompt": "TASK: Detroit, 1972. Competition from overseas and other economic factors pushed the once 'automobile capital of the world' into recession. Falling land values and unemployment drove crime in the inner city to chronic levels. You have $20,000 and 10 years to reduce crime and rebuild the industrial base. GOAL: the average crime level must be under 60 when the scenario is judged in 1982 (the scenario's own rule), AND the population then must be at least 25,000, a third of 1972's 76,000. (This eval adds the population floor: without it the scenario can be 'won' by letting the city empty out, which cuts crime.)\n\nDATE: Apr 1979 (turn 30 of 40; each turn = 3 months; deadline Jan 1982)\nFUNDS: $323 tax rate 0% funding: road 0%, fire 0%, police 0%\n last January's budget: tax income $323, requested road $2,509, fire $700, police $1,800; cash flow $-4,686/yr\nPOPULATION: 8,580 now (official census 9,700, Town); residents 141, commerce 15, industry 21 (engine units)\nZONES: residential 143, commercial 64, industrial 95; unpowered zones: 2\nDEMAND (-100..+100, positive = the city wants more of it): residential -100, commercial -100, industrial -100\nCITY SCORE (re-evaluated each January, like the official census): 654 / 1000 (change +345 at the last evaluation); approval 69%; top problems (share of citizens): housing costs 13%, crime 11%, taxes 10%, pollution 7%\nAVERAGES (0-255, lower is better except land value): crime 36, pollution 48, traffic 0, land value 63\nSERVICES: coal plants 2, nuclear 3, police 18, fire stations 7, stadiums 1, seaports 1, airports 1; road tiles 2411, rail tiles 597; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 36); population must be >= 25,000\n\nBUILDINGS (top-left; * = unpowered): coal power plant x2: (44,74) (113,32); nuclear power plant x3: (107,95) (111,95) (115,95); police station x18: (10,40) (10,43) (18,52) (26,6)* (35,40) (39,10) (47,14) (52,6) (54,79)* (56,44)* (59,3) (85,66)* (92,42) (94,63)* (97,63)* (102,31) (108,86)* (114,86)*; fire station x7: (9,86) (18,14) (18,48) (43,19) (47,31) (64,48) (98,31); stadium x1: (87,53); seaport x1: (103,42); airport x1: (69,11)\nUNPOWERED ZONES (top-left): (8,3) (9,6)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (6,44) (36,81) (20,6) (5,37) (5,34) (14,11) (5,31) (51,85) (25,0) (5,52)\nLARGE OPEN AREAS (top-left, size): (100,67) 19x19 (66,73) 16x16 (82,74) 15x15 (105,0) 15x15 (84,0) 9x9 (75,90) 8x8\nHOT SPOTS (value@tile range): crime: 198@(78-79,26-27) 198@(22-23,76-77) 186@(20-21,74-75); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15)\n\nMAP (1 char = 2x2 tiles; the char at column c, row r covers x=2c..2c+1, y=2r..2r+1).\nLegend: . empty land \" trees ~ water , rubble * fire w flood ! radiation # road = rail + power line R/C/I zones (lowercase = unpowered) E coal plant N nuclear P police F fire station S stadium O seaport A airport H hospital/church k park\n 0 10 20 30 40 50 60 70 80 90 100 110 <- x\ny= 0 .\"\"#\"\"\".\"\".\"\"\"#kk\"kk.kk\"k#k\"...\"\"\"\"\"..\"\"\"\"\"\".\"\"\"#\".\"\"\"\"\"\"\"\"\"\ny= 2 .\"\"#rr##################RRRR.PPkk\"\"\"..\"\"\"\"\"\"\"\"\"\"#\"\"\"\"\"\"\"..\"\"\ny= 4 .\"\"#rr+\"\"\"\"\"\"\"#.k\"kk\"\"\"#RRRRRPP.\"\"\"\"\".\"\".\"\"\"\"\"CC#\"\"\"\"\"\"\"\"\"\".\ny= 6 .\"\"#rr++++\"k\"PPRRRRRRRIIIIPPIIIIRR++++++CC\"\"\"\"CC#CC.\"\"\"\"\"\"\".\ny= 8 \"\"\".rr#######PPRRRRRRRIIIIPPIIIIRR######CC#######CC.\"\".\"\"\"..\ny= 10 \"\"\".....#RRRRRRCC#RPPIIII#IIIIIIIIAAAAIIRRRR#RRRRRR....\"\"\"\"\"\ny= 12 ..\".....#RRRRRRCC#RPPIIII#IIIIIIIIAAAAIIRRRR#RRRRRR##..\"\"\"\"\"\ny= 14 \"\"\".++++#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#,,,#RR,,II\"\"\"\"\"\ny= 16 \"\"\"\"...k#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#===#RR==II\"\"\"\"\"\ny= 18 \"\"\"\".RRk#RRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRII\"\"\"\ny= 20 ..\"\".RR.#RRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRIIII\"\ny= 22 \"\"\"\"#RR##RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#####RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#kkk#RRRRkkk=RRII\"\"\"\ny= 26 \"RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRRRRRRRIIIIII\"\ny= 28 .RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRRRRRRRIIIIII~\ny= 30 .####RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII###\"~\ny= 32 \"\"\"\"#RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII#EEE~\ny= 34 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#EEE~\ny= 36 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#\"~~~\ny= 38 \"\"\".####################################################~~~~\ny= 40 \"\"\"k=PPRRRRRRRR=IPPCCRRCC#CCRRRRRRRRRRRRRRRR############~~~~\ny= 42 \"\"\"\"=PPRRRRRRRR#IPPCCRRCC#CCRRRRRRRRRRRRRRRRIIPPIIIOOOI#~~~~\ny= 44 \"\"\"\"=PPRRRRRRRRCCCCCCCCCC#CCPPkkk=RRRRRRRR+kIIPPIIIOOOI~~~~~\ny= 46 \"\"\"\"###RRRRRRRRCCCCCCCCCC#CCPP####RRRRRRRR+~+~~~~~~~~~~~~~~~\ny= 48 .RRR#RRRRFFRRRRCCCCCCCCCC#RRCCRRFFRRRR#~#~+++~~~~~~~~~~~~~~~\ny= 50 #RRR#RRRRFFRRRRCCCCCCCCCC#RRCCRRFFRRRR~~#~++\"\"~~~~~~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~~~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~+RRRSSS~~~~~~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#~~~~~RRRSSS~~~~~~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"k\"k~~~~~~~\"~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCCCCCCC#CCCC#~~~~~~~~\"\"\"~~~~~~k\"\"\"\".\"\"~~~~\ny= 62 \"\".\"IIII#IIIIIICCCCCCCCCC#CC~~~~~~~~~~~~~~~~~~~PPP\"\"\"...\"\"\"~\ny= 64 \"\"..IIII#IIIIIICCCCCC###=#~~~~~~~~~~~~~~~~~~~~\"PPP\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC+~~=#~~~~~~~~~~~~~~~~PPkk\"\"\"\"kkk\"\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC##+~~=#~II~\"\"kkk\"\"\"\"\"\"\"PP\"\"\"\"\".\"\"\"..\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~+~~=#III\"\"\"kkk\"\"\"\"\"\"\"kkkk\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~+~~=#IIRRR\"\"kk\"\"\"\"\"\"\"kkk\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..\"\"IIII#IIIIIICC~~~IIEE=CC\"RRII\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"..\"\".\ny= 76 \"\"\"\"#############~~~IIEE=CCk\"\"II\"\"\".\"......\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"\"\"IIII#IIIIII~~~~II#####kPPk\".\"\"\".\"\"\"..\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 80 \"\"\".IIII#IIIIII~~~~II#\"\"=#kPPk\"\"\"\"\".\"\"\"..\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 82 \"\"\"\"IIII#IIII~~~~~\"##II+=CC..\"\"..\"\".\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"..\"\"\"\ny= 84 .\"\"\"IIII#IIII~~~~\"\"#III##CC\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\".\"\"\ny= 86 ~\"\".FFII#===~~~~\"\"##IICC=\"\"\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"PP\"PP\"\ny= 88 ~\"\"\"FFII=~==~~~.\"\"#\"\"#CC==============================PP=PP=\ny= 90 ~~\"\"II#~===~~~~.\"\"#\"\"#.\"\"\"\".\"\"\"\"\".=.\"\"\"\".\"\"\".\"\"\".\"\"\"\".\",,,,,\ny= 92 \"~~~II#~===~~~~\"\"\"#.\"#\"\"\"\"\"\"\"\"\"\"\".=\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\",,,,,\ny= 94 \".~~II#~===~~~\"\"\"\"#\"\"#\"\"\"\"\"\"\".\"\"\"\"=\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"NNNNNNN\ny= 96 \".\"\"II#~==~~~~\"\"\"\"#.\"#\"...\"\"\".\"\"\"\"=\"\"\".\"\"\"\".\"\".\"\"\"\"\"\"NNNNNNN\ny= 98 \"\"\"\"###+=+++++++++#++#++++++++++++=++++++++++++++++++NNNNNNN\n\nEVENTS SINCE LAST TURN: none\nRESULTS OF YOUR LAST ACTIONS: OK tax rate set to 0% | REJECTED power_line (8,3)->(12,3): 0/5 tiles ok, $0; 3 blocked by residential e.g. (8, 3); 2 blocked by road e.g. (11, 3) | REJECTED power_line (9,6)->(12,6): 0/4 tiles ok, $0; 3 blocked by residential e.g. (9, 6); 1 blocked by power line e.g. (12, 6)\nYOUR NOTES FROM LAST TURN: Tax 0% to encourage growth. Connected suspected unpowered sites near (8,3) and (9,6); next turn check power, demand, cash, and population before building zones or restoring police/road funding.", "raw": "{\"thoughts\":\"Funds are extremely limited and demand is deeply negative, so I will avoid costly expansion and prioritize land value near the worst crime areas. A few low-cost residential sites may help preserve population while the existing city recovers.\",\"notes\":\"Crime is 36, below the 60 target, but population is dangerously low. Keep taxes at 0%; next turn reassess population, demand, power, and January finances. Parks placed near crime hotspots may improve land value and retention.\",\"actions\":[{\"type\":\"build\",\"what\":\"park\",\"x\":22,\"y\":76},{\"type\":\"build\",\"what\":\"park\",\"x\":23,\"y\":76},{\"type\":\"build\",\"what\":\"park\",\"x\":20,\"y\":74},{\"type\":\"build\",\"what\":\"park\",\"x\":21,\"y\":74},{\"type\":\"build\",\"what\":\"park\",\"x\":78,\"y\":26},{\"type\":\"build\",\"what\":\"park\",\"x\":79,\"y\":26},{\"type\":\"build\",\"what\":\"park\",\"x\":76,\"y\":24},{\"type\":\"build\",\"what\":\"park\",\"x\":77,\"y\":24},{\"type\":\"zone\",\"zone\":\"residential\",\"x\":6,\"y\":44},{\"type\":\"zone\",\"zone\":\"residential\",\"x\":36,\"y\":81}]}", "routed_model": "openai/gpt-5.6-luna", "usage": {"prompt_tokens": 3918, "completion_tokens": 770, "total_tokens": 4688, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 3916, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.00209374, "upstream_inference_prompt_cost": 0.00107734, "upstream_inference_completions_cost": 0.0010164}, "completion_tokens_details": {"reasoning_tokens": 500, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.00209374, "latency_s": 7.87, "thoughts": "Funds are extremely limited and demand is deeply negative, so I will avoid costly expansion and prioritize land value near the worst crime areas. A few low-cost residential sites may help preserve population while the existing city recovers.", "notes": "Crime is 36, below the 60 target, but population is dangerously low. Keep taxes at 0%; next turn reassess population, demand, power, and January finances. Parks placed near crime hotspots may improve land value and retention.", "actions": [{"type": "build", "what": "park", "x": 22, "y": 76}, {"type": "build", "what": "park", "x": 23, "y": 76}, {"type": "build", "what": "park", "x": 20, "y": 74}, {"type": "build", "what": "park", "x": 21, "y": 74}, {"type": "build", "what": "park", "x": 78, "y": 26}, {"type": "build", "what": "park", "x": 79, "y": 26}, {"type": "build", "what": "park", "x": 76, "y": 24}, {"type": "build", "what": "park", "x": 77, "y": 24}, {"type": "zone", "zone": "residential", "x": 6, "y": 44}, {"type": "zone", "zone": "residential", "x": 36, "y": 81}], "actions_dropped": 0, "results": ["REJECTED park at (22,76): blocked by road (e.g. (22,76)); bulldoze first or pick another site", "REJECTED park at (23,76): blocked by road (e.g. (23,76)); bulldoze first or pick another site", "REJECTED park at (20,74): blocked by industrial (e.g. (20,74)); bulldoze first or pick another site", "REJECTED park at (21,74): blocked by road (e.g. (21,74)); bulldoze first or pick another site", "REJECTED park at (78,26): blocked by road (e.g. (78,26)); bulldoze first or pick another site", "REJECTED park at (79,26): blocked by road (e.g. (79,26)); bulldoze first or pick another site", "REJECTED park at (76,24): blocked by road (e.g. (76,24)); bulldoze first or pick another site", "REJECTED park at (77,24): blocked by industrial (e.g. (77,24)); bulldoze first or pick another site", "OK residential x1: 1 placed; (6,44) ok", "OK residential x1: 1 placed; (36,81) ok"], "state": {"population_now": 8580, "funds": 323, "score": 654, "tax": 0}, "info": {"unpowered_zones": 2, "zones_r": 143, "zones_c": 64, "zones_i": 95, "free_sites": 10}, "wall_s": 242.3} {"turn": 31, "date": "Jul 1979", "model": "openai/gpt-5.6-luna", "prompt": "TASK: Detroit, 1972. Competition from overseas and other economic factors pushed the once 'automobile capital of the world' into recession. Falling land values and unemployment drove crime in the inner city to chronic levels. You have $20,000 and 10 years to reduce crime and rebuild the industrial base. GOAL: the average crime level must be under 60 when the scenario is judged in 1982 (the scenario's own rule), AND the population then must be at least 25,000, a third of 1972's 76,000. (This eval adds the population floor: without it the scenario can be 'won' by letting the city empty out, which cuts crime.)\n\nDATE: Jul 1979 (turn 31 of 40; each turn = 3 months; deadline Jan 1982)\nFUNDS: $114 tax rate 0% funding: road 0%, fire 0%, police 0%\n last January's budget: tax income $323, requested road $2,509, fire $700, police $1,800; cash flow $-4,686/yr\nPOPULATION: 7,700 now (official census 9,700, Town); residents 137, commerce 13, industry 18 (engine units)\nZONES: residential 145, commercial 64, industrial 95; unpowered zones: 4\nDEMAND (-100..+100, positive = the city wants more of it): residential -100, commercial -100, industrial -100\nCITY SCORE (re-evaluated each January, like the official census): 654 / 1000 (change +345 at the last evaluation); approval 69%; top problems (share of citizens): housing costs 13%, crime 11%, taxes 10%, pollution 7%\nAVERAGES (0-255, lower is better except land value): crime 35, pollution 47, traffic 0, land value 64\nSERVICES: coal plants 2, nuclear 3, police 18, fire stations 7, stadiums 1, seaports 1, airports 1; road tiles 2373, rail tiles 597; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 35); population must be >= 25,000\n\nBUILDINGS (top-left; * = unpowered): coal power plant x2: (44,74) (113,32); nuclear power plant x3: (107,95) (111,95) (115,95); police station x18: (10,40) (10,43) (18,52) (26,6)* (35,40) (39,10) (47,14) (52,6) (54,79)* (56,44)* (59,3) (85,66)* (92,42) (94,63)* (97,63)* (102,31) (108,86)* (114,86)*; fire station x7: (9,86) (18,14) (18,48) (43,19) (47,31) (64,48) (98,31); stadium x1: (87,53); seaport x1: (103,42); airport x1: (69,11)\nUNPOWERED ZONES (top-left): (6,44) (8,3) (9,6) (36,81)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (20,6) (5,37) (5,34) (5,31) (14,11) (51,85) (25,0) (5,52) (36,84) (5,24)\nLARGE OPEN AREAS (top-left, size): (101,67) 19x19 (65,73) 16x16 (81,74) 15x15 (105,0) 15x15 (84,0) 9x9 (29,90) 8x8\nHOT SPOTS (value@tile range): crime: 222@(22-23,76-77) 210@(22-23,74-75) 205@(24-25,74-75); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15); traffic: 180@(62-63,54-55) 144@(68-69,52-53)\n\nMAP (1 char = 2x2 tiles; the char at column c, row r covers x=2c..2c+1, y=2r..2r+1).\nLegend: . empty land \" trees ~ water , rubble * fire w flood ! radiation # road = rail + power line R/C/I zones (lowercase = unpowered) E coal plant N nuclear P police F fire station S stadium O seaport A airport H hospital/church k park\n 0 10 20 30 40 50 60 70 80 90 100 110 <- x\ny= 0 .\"\"#\"\"\".\"\".\"\"\"#kk\"kk.kk\"k#k\"...\"\"\"\"\"..\"\"\"\"\"\".\"\"\"#\".\"\"\"\"\"\"\"\"\"\ny= 2 .\"\"#rr##################RRRR.PPkk\"\"\"..\"\"\"\"\"\"\"\"\"\"#\"\"\"\"\"\"\"..\"\"\ny= 4 .\"\"#rr+\"\"\"\"\"\"\"#.k\"kk\"\"\"#RRRRRPP.\"\"\"\"\".\"\".\"\"\"\"\"CC#\"\"\"\"\"\"\"\"\"\".\ny= 6 .\"\"#rr++++\"k\"PPRRRRRRRIIIIPPIIIIRR++++++CC\"\"\"\"CC#CC.\"\"\"\"\"\"\".\ny= 8 \"\"\".rr#######PPRRRRRRRIIIIPPIIIIRR######CC#######CC.\"\".\"\"\"..\ny= 10 \"\"\".....#RRRRRRCC#RPPIIII#IIIIIIIIAAAAIIRRRR#RRRRRR....\"\"\"\"\"\ny= 12 ..\".....#RRRRRRCC#RPPIIII#IIIIIIIIAAAAIIRRRR#RRRRRR##..\"\"\"\"\"\ny= 14 \"\"\".++++#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#,,,#RR,,II\"\"\"\"\"\ny= 16 \"\"\"\"...k#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#===#RR==II\"\"\"\"\"\ny= 18 \"\"\"\".RRk#RRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRII\"\"\"\ny= 20 ..\"\".RR.#RRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRIIII\"\ny= 22 \"\"\"\"#RR##RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#####RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#kkk#RRRRkkk=RRII\"\"\"\ny= 26 \"RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRRRRRRRIIIIII\"\ny= 28 .RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRRRRRRRIIIIII~\ny= 30 .####RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII###\"~\ny= 32 \"\"\"\"#RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII#EEE~\ny= 34 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#EEE~\ny= 36 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#\"~~~\ny= 38 \"\"\".####################################################~~~~\ny= 40 \"\"\"k=PPRRRRRRRR=IPPCCRRCC#CCRRRRRRRRRRRRRRRR############~~~~\ny= 42 \"\"\"\"=PPRRRRRRRR#IPPCCRRCC#CCRRRRRRRRRRRRRRRRIIPPIIIOOOI#~~~~\ny= 44 \"\"\"rrPPRRRRRRRRCCCCCCCCCC#CCPPkkk=RRRRRRRR+kIIPPIIIOOOI~~~~~\ny= 46 \"\"\"rr##RRRRRRRRCCCCCCCCCC#CCPP####RRRRRRRR+~+~~~~~~~~~~~~~~~\ny= 48 .RRR#RRRRFFRRRRCCCCCCCCCC#RRCCRRFFRRRR#~#~+++~~~~~~~~~~~~~~~\ny= 50 #RRR#RRRRFFRRRRCCCCCCCCCC#RRCCRRFFRRRR~~#~++\"\"~~~~~~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~~~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~+RRRSSS~~~~~~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#~~~~~RRRSSS~~~~~~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"k\"k~~~~~~~\"~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCCCCCCC#CCCC#~~~~~~~~\"\"\"~~~~~~k\"\"\"\".\"\"~~~~\ny= 62 \"\".\"IIII#IIIIIICCCCCCCCCC#CC~~~~~~~~~~~~~~~~~~~PPP\"\"\"...\"\"\"~\ny= 64 \"\"..IIII#IIIIIICCCCCC###=##~~~~~~~~~~~~~~~~~~~\"PPP\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC+~~=#~~~~~~~~~~~~~~~~PPkk\"\"\"\"kkk\"\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC##+~~=##II~\"\"kkk\"\"\"\"\"\"\"PP\"\"\"\"\".\"\"\"..\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~+~~=#III\"\"\"kkk\"\"\"\"\"\"\"kkkk\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~+~~=#IIRRR\"\"kk\"\"\"\"\"\"\"kkk\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..\"\"IIII#IIIIIICC~~~IIEE=CC\"RRII\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"..\"\".\ny= 76 \"\"\"\"#############~~~IIEE=CCk\"\"II\"\"\".\"......\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"\"\"IIII#IIIIII~~~~II#####kPPk\".\"\"\".\"\"\"..\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 80 \"\"\".IIII#IIIIII~~~riI#\"\"=#kPPk\"\"\"\"\".\"\"\"..\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 82 \"\"\"\"IIII#IIII~~~~~rr#II+=CC..\"\"..\"\".\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"..\"\"\"\ny= 84 .\"\"\"IIII#IIII~~~~\"\"#III##CC\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\".\"\"\ny= 86 ~\"\".FFII#===~~~~\"\"##IICC=\"\"\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"PP\"PP\"\ny= 88 ~\"\"\"FFII=~==~~~.\"\"#\"\"#CC==============================PP=PP=\ny= 90 ~~\"\"II#~===~~~~.\"\"#\"\"#.\"\"\"\".\"\"\"\"\".=.\"\"\"\".\"\"\".\"\"\".\"\"\"\".\",,,,,\ny= 92 \"~~~II#~===~~~~\"\"\"#.\"#\"\"\"\"\"\"\"\"\"\"\".=\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\",,,,,\ny= 94 \".~~II#~===~~~\"\"\"\"#\"\"#\"\"\"\"\"\"\".\"\"\"\"=\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"NNNNNNN\ny= 96 \".\"\"II#~==~~~~\"\"\"\"#.\"#\"...\"\"\".\"\"\"\"=\"\"\".\"\"\"\".\"\".\"\"\"\"\"\"NNNNNNN\ny= 98 \"\"\"\"###+=+++++++++#++#++++++++++++=++++++++++++++++++NNNNNNN\n\nEVENTS SINCE LAST TURN: none\nRESULTS OF YOUR LAST ACTIONS: REJECTED park at (22,76): blocked by road (e.g. (22,76)); bulldoze first or pick another site | REJECTED park at (23,76): blocked by road (e.g. (23,76)); bulldoze first or pick another site | REJECTED park at (20,74): blocked by industrial (e.g. (20,74)); bulldoze first or pick another site | REJECTED park at (21,74): blocked by road (e.g. (21,74)); bulldoze first or pick another site | REJECTED park at (78,26): blocked by road (e.g. (78,26)); bulldoze first or pick another site | REJECTED park at (79,26): blocked by road (e.g. (79,26)); bulldoze first or pick another site | REJECTED park at (76,24): blocked by road (e.g. (76,24)); bulldoze first or pick another site | REJECTED park at (77,24): blocked by industrial (e.g. (77,24)); bulldoze first or pick another site | OK residential x1: 1 placed; (6,44) ok | OK residential x1: 1 placed; (36,81) ok\nYOUR NOTES FROM LAST TURN: Crime is 36, below the 60 target, but population is dangerously low. Keep taxes at 0%; next turn reassess population, demand, power, and January finances. Parks placed near crime hotspots may improve land value and retention.", "raw": "{\"thoughts\":\"Population is the urgent issue, while crime is safely below target. With only $114 and demand suppressed, add one powered residential zone at a road-connected central site; keep taxes and departmental funding at zero to preserve growth and cash.\",\"notes\":\"Crime 35, population 7,700. Added residential at (6,44) and (36,81) last turn. Next check whether population and demand recover; preserve cash for future growth or power connections.\",\"actions\":[{\"type\":\"zone\",\"zone\":\"residential\",\"x\":5,\"y\":37},{\"type\":\"tax\",\"rate\":0},{\"type\":\"funding\",\"road\":0,\"fire\":0,\"police\":0},{\"type\":\"zoom\",\"x\":0,\"y\":30}]}", "routed_model": "openai/gpt-5.6-luna", "usage": {"prompt_tokens": 4111, "completion_tokens": 454, "total_tokens": 4565, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 4109, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.001729695, "upstream_inference_prompt_cost": 0.001130415, "upstream_inference_completions_cost": 0.00059928}, "completion_tokens_details": {"reasoning_tokens": 293, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.001729695, "latency_s": 4.93, "thoughts": "Population is the urgent issue, while crime is safely below target. With only $114 and demand suppressed, add one powered residential zone at a road-connected central site; keep taxes and departmental funding at zero to preserve growth and cash.", "notes": "Crime 35, population 7,700. Added residential at (6,44) and (36,81) last turn. Next check whether population and demand recover; preserve cash for future growth or power connections.", "actions": [{"type": "zone", "zone": "residential", "x": 5, "y": 37}, {"type": "tax", "rate": 0}, {"type": "funding", "road": 0, "fire": 0, "police": 0}, {"type": "zoom", "x": 0, "y": 30}], "actions_dropped": 0, "results": ["OK residential x1: 1 placed; (5,37) ok", "OK tax rate set to 0%", "OK funding set: road 0%, fire 0%, police 0%", "OK zoom view at (0,30) next turn"], "state": {"population_now": 7700, "funds": 114, "score": 654, "tax": 0}, "info": {"unpowered_zones": 4, "zones_r": 145, "zones_c": 64, "zones_i": 95, "free_sites": 10}, "wall_s": 247.4} {"turn": 32, "date": "Oct 1979", "model": "openai/gpt-5.6-luna", "prompt": "TASK: Detroit, 1972. Competition from overseas and other economic factors pushed the once 'automobile capital of the world' into recession. Falling land values and unemployment drove crime in the inner city to chronic levels. You have $20,000 and 10 years to reduce crime and rebuild the industrial base. GOAL: the average crime level must be under 60 when the scenario is judged in 1982 (the scenario's own rule), AND the population then must be at least 25,000, a third of 1972's 76,000. (This eval adds the population floor: without it the scenario can be 'won' by letting the city empty out, which cuts crime.)\n\nDATE: Oct 1979 (turn 32 of 40; each turn = 3 months; deadline Jan 1982)\nFUNDS: $10 tax rate 0% funding: road 0%, fire 0%, police 0%\n last January's budget: tax income $323, requested road $2,509, fire $700, police $1,800; cash flow $-4,686/yr\nPOPULATION: 6,620 now (official census 9,700, Town); residents 131, commerce 13, industry 12 (engine units)\nZONES: residential 146, commercial 64, industrial 95; unpowered zones: 5\nDEMAND (-100..+100, positive = the city wants more of it): residential -97, commercial -100, industrial -96\nCITY SCORE (re-evaluated each January, like the official census): 654 / 1000 (change +345 at the last evaluation); approval 69%; top problems (share of citizens): housing costs 13%, crime 11%, taxes 10%, pollution 7%\nAVERAGES (0-255, lower is better except land value): crime 35, pollution 47, traffic 0, land value 64\nSERVICES: coal plants 2, nuclear 3, police 18, fire stations 7, stadiums 1, seaports 1, airports 1; road tiles 2371, rail tiles 597; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 35); population must be >= 25,000\n\nBUILDINGS (top-left; * = unpowered): coal power plant x2: (44,74) (113,32); nuclear power plant x3: (107,95) (111,95) (115,95); police station x18: (10,40) (10,43) (18,52) (26,6)* (35,40) (39,10) (47,14) (52,6) (54,79)* (56,44)* (59,3) (85,66)* (92,42) (94,63)* (97,63)* (102,31) (108,86)* (114,86)*; fire station x7: (9,86) (18,14) (18,48) (43,19) (47,31) (64,48) (98,31); stadium x1: (87,53); seaport x1: (103,42); airport x1: (69,11)\nUNPOWERED ZONES (top-left): (5,37) (6,44) (8,3) (9,6) (36,81)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (20,6) (5,34) (5,31) (14,11) (51,85) (25,0) (5,52) (36,84) (5,24) (7,19)\nLARGE OPEN AREAS (top-left, size): (101,67) 19x19 (66,73) 16x16 (86,74) 15x15 (105,0) 15x15 (84,0) 9x9 (81,90) 8x8\nHOT SPOTS (value@tile range): crime: 222@(22-23,76-77) 210@(22-23,74-75) 205@(24-25,74-75); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15); traffic: 80@(28-29,72-73) 80@(24-25,76-77)\n\nMAP (1 char = 2x2 tiles; the char at column c, row r covers x=2c..2c+1, y=2r..2r+1).\nLegend: . empty land \" trees ~ water , rubble * fire w flood ! radiation # road = rail + power line R/C/I zones (lowercase = unpowered) E coal plant N nuclear P police F fire station S stadium O seaport A airport H hospital/church k park\n 0 10 20 30 40 50 60 70 80 90 100 110 <- x\ny= 0 .\"\"#\"\"\".\"\".\"\"\"#kk\"kk.kk\"k#k\"...\"\"\"\"\"..\"\"\"\"\"\".\"\"\"#\".\"\"\"\"\"\"\"\"\"\ny= 2 .\"\"#rr##################RRRR.PPkk\"\"\"..\"\"\"\"\"\"\"\"\"\"#\"\"\"\"\"\"\"..\"\"\ny= 4 .\"\"#rr+\"\"\"\"\"\"\"#.k\"kk\"\"\"#RRRRRPP.\"\"\"\"\".\"\".\"\"\"\"\"CC#\"\"\"\"\"\"\"\"\"\".\ny= 6 .\"\"#rr++++\"k\"PPRRRRRRRIIIIPPIIIIRR++++++CC\"\"\"\"CC#CC.\"\"\"\"\"\"\".\ny= 8 \"\"\".rr#######PPRRRRRRRIIIIPPIIIIRR######CC#######CC.\"\".\"\"\"..\ny= 10 \"\"\".....#RRRRRRCC#RPPIIII#IIIIIIIIAAAAIIRRRR#RRRRRR....\"\"\"\"\"\ny= 12 ..\".....#RRRRRRCC#RPPIIII#IIIIIIIIAAAAIIRRRR#RRRRRR##..\"\"\"\"\"\ny= 14 \"\"\".++++#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#,,,#RR,,II\"\"\"\"\"\ny= 16 \"\"\"\"...k#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#===#RR==II\"\"\"\"\"\ny= 18 \"\"\"\".RRk#RRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRII\"\"\"\ny= 20 ..\"\".RR.#RRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRIIII\"\ny= 22 \"\"\"\"#RR##RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#####RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#kkk#RRRRkkk=RRII\"\"\"\ny= 26 \"RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRRRRRRRIIIIII\"\ny= 28 .RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRRRRRRRIIIIII~\ny= 30 .####RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII###\"~\ny= 32 \"\"\"\"#RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII#EEE~\ny= 34 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#EEE~\ny= 36 \"\"rr#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#\"~~~\ny= 38 \"\"rr####################################################~~~~\ny= 40 \"\"\"k=PPRRRRRRRR=IPPCCRRCC#CCRRRRRRRRRRRRRRRR############~~~~\ny= 42 \"\"\"\"=PPRRRRRRRR#IPPCCRRCC#CCRRRRRRRRRRRRRRRRIIPPIIIOOOI#~~~~\ny= 44 \"\"\"rrPPRRRRRRRRCCCCCCCCCC#CCPPkkk=RRRRRRRR+kIIPPIIIOOOI~~~~~\ny= 46 \"\"\"rr##RRRRRRRRCCCCCCCCCC#CCPP####RRRRRRRR+~+~~~~~~~~~~~~~~~\ny= 48 .RRR#RRRRFFRRRRCCCCCCCCCC#RRCCRRFFRRRR#~#~+++~~~~~~~~~~~~~~~\ny= 50 #RRR#RRRRFFRRRRCCCCCCCCCC#RRCCRRFFRRRR~~#~++\"\"~~~~~~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~~~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~+RRRSSS~~~~~~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#~~~~~RRRSSS~~~~~~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"k\"k~~~~~~~\"~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCCCCCCC#CCCC#~~~~~~~~\"\"\"~~~~~~k\"\"\"\".\"\"~~~~\ny= 62 \"\".\"IIII#IIIIIICCCCCCCCCC#CC~~~~~~~~~~~~~~~~~~~PPP\"\"\"...\"\"\"~\ny= 64 \"\"..IIII#IIIIIICCCCCC###=##~~~~~~~~~~~~~~~~~~~\"PPP\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC+~~=#~~~~~~~~~~~~~~~~PPkk\"\"\"\"kkk\"\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC##+~~=##II~\"\"kkk\"\"\"\"\"\"\"PP\"\"\"\"\".\"\"\"..\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~+~~=#III\"\"\"kkk\"\"\"\"\"\"\"kkkk\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~+~~=#IIRRR\"\"kk\"\"\"\"\"\"\"kkk\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..\"\"IIII#IIIIIICC~~~IIEE=CC\"RRII\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"..\"\".\ny= 76 \"\"\"\"#############~~~IIEE=CCk\"\"II\"\"\".\"......\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"\"\"IIII#IIIIII~~~~II#####kPPk\".\"\"\".\"\"\"..\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 80 \"\"\".IIII#IIIIII~~~riI#\"\"=#kPPk\"\"\"\"\".\"\"\"..\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 82 \"\"\"\"IIII#IIII~~~~~rr#II+=CC..\"\"..\"\".\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"..\"\"\"\ny= 84 .\"\"\"IIII#IIII~~~~\"\"#III##CC\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\".\"\"\ny= 86 ~\"\".FFII#===~~~~\"\"##IICC=\"\"\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"PP\"PP\"\ny= 88 ~\"\"\"FFII=~==~~~.\"\"#\"\"#CC==============================PP=PP=\ny= 90 ~~\"\"II#~===~~~~.\"\"#\"\"#.\"\"\"\".\"\"\"\"\".=.\"\"\"\".\"\"\".\"\"\".\"\"\"\".\",,,,,\ny= 92 \"~~~II#~===~~~~\"\"\"#.\"#\"\"\"\"\"\"\"\"\"\"\".=\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\",,,,,\ny= 94 \".~~II#~===~~~\"\"\"\"#\"\"#\"\"\"\"\"\"\".\"\"\"\"=\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"NNNNNNN\ny= 96 \".\"\"II#~==~~~~\"\"\"\"#.\"#\"...\"\"\".\"\"\"\"=\"\"\".\"\"\"\".\"\".\"\"\"\"\"\"NNNNNNN\ny= 98 \"\"\"\"###+=+++++++++#++#++++++++++++=++++++++++++++++++NNNNNNN\n\nZOOM (full resolution, 1 char = 1 tile, top-left (0,30)):\n 0 1 2 3 \n 0123456789012345678901234567890123456789\ny= 30 ...#####################################\ny= 31 ....\"\"\"\"#=RRR#RRR#RRR#RRR#RRR#=CCC#CCC#C\ny= 32 \"\"..\"\"\"\"#=RRR#RRR#RRR#RRR#RRR#=CCC#CCC#C\ny= 33 \"\"\".\"\"\"\"#=RRR#RRR#RRR#RRR#RRR#=CCC#CCC#C\ny= 34 \"\"\"\"\"\"\"\"################################\ny= 35 \"\".\"\"\"\"\"#=RRR#RRR#RRR#RRR#RRR#=CCC#CCC#C\ny= 36 \"\".\"\"\"\"\"#=RRR#RRR#RRR#RRR#RRR#=CCC#CCC#C\ny= 37 \"\"...RRR#=RRR#RRR#RRR#RRR#RRR#=CCC#CCC#C\ny= 38 \"\"\"\"\"RRR#====#===#===#===#===#====#===#=\ny= 39 \"\"\"\"\"RRR################################\ny= 40 \"\"\"\"\"\"k..=PPP#RRR#RRR#RRR#RRR#=,IIIPPP#C\ny= 41 \"\"\"\"\"\"...=PPP#RRR#RRR#RRR#RRR#=,IIIPPP#C\ny= 42 \"\".......=PPP#RRR#RRR#RRR#RRR#=,IIIPPP#C\ny= 43 \"\"\"\"\"\"\"\".=PPP###########################\ny= 44 .\"\"\"\"\"RRR=PPP#RRR#RRR#RRR#RRR#=CCC#CCC#C\ny= 45 \"\"\"\"\"\"RRR=PPP#RRR#RRR#RRR#RRR#=CCC#CCC#C\ny= 46 \"\"\"\"\"\"RRR=...#RRR#RRR#RRR#RRR#=CCC#CCC#C\ny= 47 .\"\"\"\"\"\"\"################################\ny= 48 ..RRRRRR#=RRR#RRR#FFF#RRR#RRR#=CCC#CCC#C\ny= 49 ..RRRRRR#=RRR#RRR#FFF#RRR#RRR#=CCC#CCC#C\ny= 50 ..RRRRRR#=RRR#RRR#FFF#RRR#RRR#=CCC#CCC#C\ny= 51 .#######################################\ny= 52 .#+.....#=kkk#RRR#PPP#RRR#RRR#=CCC#CCC#R\ny= 53 CCC.....#=kkk#RRR#PPP#RRR#RRR#=CCC#CCC#R\ny= 54 CCC.....#=kkk#RRR#PPP#RRR#RRR#=CCC#CCC#R\n\nEVENTS SINCE LAST TURN: none\nRESULTS OF YOUR LAST ACTIONS: OK residential x1: 1 placed; (5,37) ok | OK tax rate set to 0% | OK funding set: road 0%, fire 0%, police 0% | OK zoom view at (0,30) next turn\nYOUR NOTES FROM LAST TURN: Crime 35, population 7,700. Added residential at (6,44) and (36,81) last turn. Next check whether population and demand recover; preserve cash for future growth or power connections.", "raw": "{\"thoughts\":\"Cash is nearly exhausted, but crime is already below the target. I will restore a modest tax rate to rebuild the treasury while keeping departments unchanged; avoid spending until tax revenue arrives so the existing population can recover and grow.\",\"notes\":\"Crime 35 and population about 6,620; goal requires 25,000 by 1982. Treasury only $10, demand is strongly negative, and five zones are unpowered. Reassess after January revenue; prioritize powering zones and police funding if cash permits.\",\"actions\":[{\"type\":\"tax\",\"rate\":7}]}", "routed_model": "openai/gpt-5.6-luna", "usage": {"prompt_tokens": 4598, "completion_tokens": 640, "total_tokens": 5238, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 4596, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.00210914, "upstream_inference_prompt_cost": 0.00126434, "upstream_inference_completions_cost": 0.0008448}, "completion_tokens_details": {"reasoning_tokens": 516, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.00210914, "latency_s": 7.75, "thoughts": "Cash is nearly exhausted, but crime is already below the target. I will restore a modest tax rate to rebuild the treasury while keeping departments unchanged; avoid spending until tax revenue arrives so the existing population can recover and grow.", "notes": "Crime 35 and population about 6,620; goal requires 25,000 by 1982. Treasury only $10, demand is strongly negative, and five zones are unpowered. Reassess after January revenue; prioritize powering zones and police funding if cash permits.", "actions": [{"type": "tax", "rate": 7}], "actions_dropped": 0, "results": ["OK tax rate set to 7%"], "state": {"population_now": 6620, "funds": 10, "score": 654, "tax": 0}, "info": {"unpowered_zones": 5, "zones_r": 146, "zones_c": 64, "zones_i": 95, "free_sites": 10}, "wall_s": 255.3} {"turn": 33, "date": "Jan 1980", "model": "openai/gpt-5.6-luna", "prompt": "TASK: Detroit, 1972. Competition from overseas and other economic factors pushed the once 'automobile capital of the world' into recession. Falling land values and unemployment drove crime in the inner city to chronic levels. You have $20,000 and 10 years to reduce crime and rebuild the industrial base. GOAL: the average crime level must be under 60 when the scenario is judged in 1982 (the scenario's own rule), AND the population then must be at least 25,000, a third of 1972's 76,000. (This eval adds the population floor: without it the scenario can be 'won' by letting the city empty out, which cuts crime.)\n\nDATE: Jan 1980 (turn 33 of 40; each turn = 3 months; deadline Jan 1982)\nFUNDS: $186 tax rate 7% funding: road 0%, fire 0%, police 0%\n last January's budget: tax income $176, requested road $2,509, fire $700, police $1,800; cash flow $-4,833/yr\nPOPULATION: 5,680 now (official census 5,720, Town); residents 108, commerce 11, industry 11 (engine units)\nZONES: residential 146, commercial 64, industrial 95; unpowered zones: 5\nDEMAND (-100..+100, positive = the city wants more of it): residential -100, commercial -100, industrial -100\nCITY SCORE (re-evaluated each January, like the official census): 464 / 1000 (change -190 at the last evaluation); approval 50%; top problems (share of citizens): taxes 14%, pollution 8%, housing costs 7%, crime 5%\nAVERAGES (0-255, lower is better except land value): crime 34, pollution 48, traffic 0, land value 65\nSERVICES: coal plants 2, nuclear 3, police 18, fire stations 7, stadiums 1, seaports 1, airports 1; road tiles 2381, rail tiles 597; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 34); population must be >= 25,000\n\nBUILDINGS (top-left; * = unpowered): coal power plant x2: (44,74) (113,32); nuclear power plant x3: (107,95) (111,95) (115,95); police station x18: (10,40) (10,43) (18,52) (26,6)* (35,40) (39,10) (47,14) (52,6) (54,79)* (56,44)* (59,3) (85,66)* (92,42) (94,63)* (97,63)* (102,31) (108,86)* (114,86)*; fire station x7: (9,86) (18,14) (18,48) (43,19) (47,31) (64,48) (98,31); stadium x1: (87,53); seaport x1: (103,42); airport x1: (69,11)\nUNPOWERED ZONES (top-left): (5,37) (6,44) (8,3) (9,6) (36,81)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (20,6) (5,34) (5,31) (14,11) (51,85) (25,0) (5,52) (36,84) (5,24) (7,19)\nLARGE OPEN AREAS (top-left, size): (101,67) 19x19 (66,73) 16x16 (86,74) 15x15 (105,0) 15x15 (84,0) 9x9 (81,90) 8x8\nHOT SPOTS (value@tile range): crime: 204@(22-23,74-75) 199@(24-25,74-75) 198@(78-79,26-27); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15)\n\nMAP (1 char = 2x2 tiles; the char at column c, row r covers x=2c..2c+1, y=2r..2r+1).\nLegend: . empty land \" trees ~ water , rubble * fire w flood ! radiation # road = rail + power line R/C/I zones (lowercase = unpowered) E coal plant N nuclear P police F fire station S stadium O seaport A airport H hospital/church k park\n 0 10 20 30 40 50 60 70 80 90 100 110 <- x\ny= 0 .\"\"#\"\"\".\"\".\"\"\"#kk\"kk.kk\"k#k\"...\"\"\"\"\"..\"\"\"\"\"\".\"\"\"#\".\"\"\"\"\"\"\"\"\"\ny= 2 .\"\"#rr##################RRRR.PPkk\"\"\"..\"\"\"\"\"\"\"\"\"\"#\"\"\"\"\"\"\"..\"\"\ny= 4 .\"\"#rr+\"\"\"\"\"\"\"#.k\"kk\"\"\"#RRRRRPP.\"\"\"\"\".\"\".\"\"\"\"\"CC#\"\"\"\"\"\"\"\"\"\".\ny= 6 .\"\"#rr++++\"k\"PPRRRRRRRIIIIPPIIIIRR++++++CC\"\"\"\"CC#CC.\"\"\"\"\"\"\".\ny= 8 \"\"\".rr#######PPRRRRRRRIIIIPPIIIIRR######CC#######CC.\"\".\"\"\"..\ny= 10 \"\"\".....#RRRRRRCC#RPPIIII#IIIIIIIIAAAAIIRRRR#RRRRRR....\"\"\"\"\"\ny= 12 ..\".....#RRRRRRCC#RPPIIII#IIIIIIIIAAAAIIRRRR#RRRRRR##..\"\"\"\"\"\ny= 14 \"\"\".++++#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#,,,#RR,,II\"\"\"\"\"\ny= 16 \"\"\"\"...k#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#===#RR==II\"\"\"\"\"\ny= 18 \"\"\"\".RRk#RRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRII\"\"\"\ny= 20 ..\"\".RR.#RRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRIIII\"\ny= 22 \"\"\"\"#RR##RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#####RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#kkk#RRRRkkk=RRII\"\"\"\ny= 26 \"RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRRRRRRRIIIIII\"\ny= 28 .RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRRRRRRRIIIIII~\ny= 30 .####RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII###\"~\ny= 32 \"\"\"\"#RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII#EEE~\ny= 34 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#EEE~\ny= 36 \"\"rr#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#\"~~~\ny= 38 \"\"rr####################################################~~~~\ny= 40 \"\"\"k=PPRRRRRRRR=IPPCCRRCC#CCRRRRRRRRRRRRRRRR############~~~~\ny= 42 \"\"\"\"=PPRRRRRRRR#IPPCCRRCC#CCRRRRRRRRRRRRRRRRIIPPIIIOOOI#~~~~\ny= 44 \"\"\"rrPPRRRRRRRRCCCCCCCCCC#CCPPkkk=RRRRRRRR+kIIPPIIIOOOI~~~~~\ny= 46 \"\"\"rr##RRRRRRRRCCCCCCCCCC#CCPP####RRRRRRRR+~+~~~~~~~~~~~~~~~\ny= 48 .RRR#RRRRFFRRRRCCCCCCCCCC#RRCCRRFFRRRR#~#~+++~~~~~~~~~~~~~~~\ny= 50 #RRR#RRRRFFRRRRCCCCCCCCCC#RRCCRRFFRRRR~~#~++\"\"~~~~~~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~~~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~+RRRSSS~~~~~~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#~~~~~RRRSSS~~~~~~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"k\"k~~~~~~~\"~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCCCCCCC#CCCC#~~~~~~~~\"\"\"~~~~~~k\"\"\"\".\"\"~~~~\ny= 62 \"\".\"IIII#IIIIIICCCCCCCCCC#CC~~~~~~~~~~~~~~~~~~~PPP\"\"\"...\"\"\"~\ny= 64 \"\"..IIII#IIIIIICCCCCC###=##~~~~~~~~~~~~~~~~~~~\"PPP\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC+~~=#~~~~~~~~~~~~~~~~PPkk\"\"\"\"kkk\"\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC##+~~=##II~\"\"kkk\"\"\"\"\"\"\"PP\"\"\"\"\".\"\"\"..\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~+~~=#III\"\"\"kkk\"\"\"\"\"\"\"kkkk\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~+~~=#IIRRR\"\"kk\"\"\"\"\"\"\"kkk\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..\"\"IIII#IIIIIICC~~~IIEE=CC\"RRII\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"..\"\".\ny= 76 \"\"\"\"#############~~~IIEE=CCk\"\"II\"\"\".\"......\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"\"\"IIII#IIIIII~~~~II#####kPPk\".\"\"\".\"\"\"..\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 80 \"\"\".IIII#IIIIII~~~riI#\"\"=#kPPk\"\"\"\"\".\"\"\"..\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 82 \"\"\"\"IIII#IIII~~~~~rr#II+=CC..\"\"..\"\".\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"..\"\"\"\ny= 84 .\"\"\"IIII#IIII~~~~\"\"#III##CC\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\".\"\"\ny= 86 ~\"\".FFII#===~~~~\"\"##IICC=\"\"\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"PP\"PP\"\ny= 88 ~\"\"\"FFII=~==~~~.\"\"#\"\"#CC==============================PP=PP=\ny= 90 ~~\"\"II#~===~~~~.\"\"#\"\"#.\"\"\"\".\"\"\"\"\".=.\"\"\"\".\"\"\".\"\"\".\"\"\"\".\",,,,,\ny= 92 \"~~~II#~===~~~~\"\"\"#.\"#\"\"\"\"\"\"\"\"\"\"\".=\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\",,,,,\ny= 94 \".~~II#~===~~~\"\"\"\"#\"\"#\"\"\"\"\"\"\".\"\"\"\"=\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"NNNNNNN\ny= 96 \".\"\"II#~==~~~~\"\"\"\"#.\"#\"...\"\"\".\"\"\"\"=\"\"\".\"\"\"\".\"\".\"\"\"\"\"\"NNNNNNN\ny= 98 \"\"\"\"###+=+++++++++#++#++++++++++++=++++++++++++++++++NNNNNNN\n\nEVENTS SINCE LAST TURN: none\nRESULTS OF YOUR LAST ACTIONS: OK tax rate set to 7%\nYOUR NOTES FROM LAST TURN: Crime 35 and population about 6,620; goal requires 25,000 by 1982. Treasury only $10, demand is strongly negative, and five zones are unpowered. Reassess after January revenue; prioritize powering zones and police funding if cash permits.", "raw": "{\"thoughts\":\"Population is far below the required floor and demand is deeply negative, so the immediate priority is making the city attractive enough to restart growth. I will eliminate taxes, connect the nearby unpowered southern zone to the coal plant, and add inexpensive parks near the crime hotspot and central neighborhoods; I will not activate departments because the treasury cannot sustain their annual budgets.\",\"notes\":\"Treasury about $186. Tax set to 0 to improve demand. Coal plant at (44,74); connected nearby unpowered zone around (36,81) if funds permit. Crime hotspot near (22-25,74-75); reassess demand, population, and cash next turn.\",\"actions\":[{\"type\":\"tax\",\"rate\":0},{\"type\":\"power_line\",\"x1\":43,\"y1\":78,\"x2\":36,\"y2\":81},{\"type\":\"build\",\"what\":\"park\",\"x\":22,\"y\":73},{\"type\":\"build\",\"what\":\"park\",\"x\":25,\"y\":73},{\"type\":\"build\",\"what\":\"park\",\"x\":28,\"y\":73},{\"type\":\"build\",\"what\":\"park\",\"x\":20,\"y\":76},{\"type\":\"build\",\"what\":\"park\",\"x\":26,\"y\":76},{\"type\":\"build\",\"what\":\"park\",\"x\":29,\"y\":76}]}", "routed_model": "openai/gpt-5.6-luna", "usage": {"prompt_tokens": 3835, "completion_tokens": 792, "total_tokens": 4627, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 3833, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.002099955, "upstream_inference_prompt_cost": 0.001054515, "upstream_inference_completions_cost": 0.00104544}, "completion_tokens_details": {"reasoning_tokens": 516, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.002099955, "latency_s": 7.13, "thoughts": "Population is far below the required floor and demand is deeply negative, so the immediate priority is making the city attractive enough to restart growth. I will eliminate taxes, connect the nearby unpowered southern zone to the coal plant, and add inexpensive parks near the crime hotspot and central neighborhoods; I will not activate departments because the treasury cannot sustain their annual budgets.", "notes": "Treasury about $186. Tax set to 0 to improve demand. Coal plant at (44,74); connected nearby unpowered zone around (36,81) if funds permit. Crime hotspot near (22-25,74-75); reassess demand, population, and cash next turn.", "actions": [{"type": "tax", "rate": 0}, {"type": "power_line", "x1": 43, "y1": 78, "x2": 36, "y2": 81}, {"type": "build", "what": "park", "x": 22, "y": 73}, {"type": "build", "what": "park", "x": 25, "y": 73}, {"type": "build", "what": "park", "x": 28, "y": 73}, {"type": "build", "what": "park", "x": 20, "y": 76}, {"type": "build", "what": "park", "x": 26, "y": 76}, {"type": "build", "what": "park", "x": 29, "y": 76}], "actions_dropped": 0, "results": ["OK tax rate set to 0%", "OK power_line (43,78)->(36,81): 5/11 tiles ok, $67; 1 blocked by road e.g. (42, 78); 3 blocked by industrial e.g. (41, 78); 1 blocked by water e.g. (36, 79); 1 blocked by residential e.g. (36, 81)", "REJECTED park at (22,73): blocked by industrial (e.g. (22,73)); bulldoze first or pick another site", "REJECTED park at (25,73): blocked by road (e.g. (25,73)); bulldoze first or pick another site", "REJECTED park at (28,73): blocked by industrial (e.g. (28,73)); bulldoze first or pick another site", "REJECTED park at (20,76): blocked by road (e.g. (20,76)); bulldoze first or pick another site", "REJECTED park at (26,76): blocked by road (e.g. (26,76)); bulldoze first or pick another site", "REJECTED park at (29,76): blocked by road (e.g. (29,76)); bulldoze first or pick another site"], "state": {"population_now": 5680, "funds": 186, "score": 464, "tax": 7}, "info": {"unpowered_zones": 5, "zones_r": 146, "zones_c": 64, "zones_i": 95, "free_sites": 10}, "wall_s": 262.6} {"turn": 34, "date": "Apr 1980", "model": "openai/gpt-5.6-luna", "prompt": "TASK: Detroit, 1972. Competition from overseas and other economic factors pushed the once 'automobile capital of the world' into recession. Falling land values and unemployment drove crime in the inner city to chronic levels. You have $20,000 and 10 years to reduce crime and rebuild the industrial base. GOAL: the average crime level must be under 60 when the scenario is judged in 1982 (the scenario's own rule), AND the population then must be at least 25,000, a third of 1972's 76,000. (This eval adds the population floor: without it the scenario can be 'won' by letting the city empty out, which cuts crime.)\n\nDATE: Apr 1980 (turn 34 of 40; each turn = 3 months; deadline Jan 1982)\nFUNDS: $119 tax rate 0% funding: road 0%, fire 0%, police 0%\n last January's budget: tax income $176, requested road $2,509, fire $700, police $1,800; cash flow $-4,833/yr\nPOPULATION: 5,220 now (official census 5,720, Town); residents 101, commerce 10, industry 10 (engine units)\nZONES: residential 146, commercial 64, industrial 95; unpowered zones: 5\nDEMAND (-100..+100, positive = the city wants more of it): residential -90, commercial -100, industrial -86\nCITY SCORE (re-evaluated each January, like the official census): 464 / 1000 (change -190 at the last evaluation); approval 50%; top problems (share of citizens): taxes 14%, pollution 8%, housing costs 7%, crime 5%\nAVERAGES (0-255, lower is better except land value): crime 32, pollution 51, traffic 0, land value 67\nSERVICES: coal plants 2, nuclear 3, police 18, fire stations 7, stadiums 1, seaports 1, airports 1; road tiles 2391, rail tiles 597; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 32); population must be >= 25,000\n\nBUILDINGS (top-left; * = unpowered): coal power plant x2: (44,74) (113,32); nuclear power plant x3: (107,95) (111,95) (115,95); police station x18: (10,40) (10,43) (18,52) (26,6)* (35,40) (39,10) (47,14) (52,6) (54,79)* (56,44)* (59,3) (85,66)* (92,42) (94,63)* (97,63)* (102,31) (108,86)* (114,86)*; fire station x7: (9,86) (18,14) (18,48) (43,19) (47,31) (64,48) (98,31); stadium x1: (87,53); seaport x1: (103,42); airport x1: (69,11)\nUNPOWERED ZONES (top-left): (5,37) (6,44) (8,3) (9,6) (36,81)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (20,6) (5,34) (5,31) (14,11) (51,85) (25,0) (5,52) (36,84) (5,24) (7,19)\nLARGE OPEN AREAS (top-left, size): (101,67) 19x19 (66,73) 16x16 (86,74) 15x15 (105,0) 15x15 (84,0) 9x9 (81,90) 8x8\nHOT SPOTS (value@tile range): crime: 204@(22-23,74-75) 199@(24-25,74-75) 198@(22-23,76-77); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15)\n\nMAP (1 char = 2x2 tiles; the char at column c, row r covers x=2c..2c+1, y=2r..2r+1).\nLegend: . empty land \" trees ~ water , rubble * fire w flood ! radiation # road = rail + power line R/C/I zones (lowercase = unpowered) E coal plant N nuclear P police F fire station S stadium O seaport A airport H hospital/church k park\n 0 10 20 30 40 50 60 70 80 90 100 110 <- x\ny= 0 .\"\"#\"\"\".\"\".\"\"\"#kk\"kk.kk\"k#k\"...\"\"\"\"\"..\"\"\"\"\"\".\"\"\"#\".\"\"\"\"\"\"\"\"\"\ny= 2 .\"\"#rr##################RRRR.PPkk\"\"\"..\"\"\"\"\"\"\"\"\"\"#\"\"\"\"\"\"\"..\"\"\ny= 4 .\"\"#rr+\"\"\"\"\"\"\"#.k\"kk\"\"\"#RRRRRPP.\"\"\"\"\".\"\".\"\"\"\"\"CC#\"\"\"\"\"\"\"\"\"\".\ny= 6 .\"\"#rr++++\"k\"PPRRRRRRRIIIIPPIIIIRR++++++CC\"\"\"\"CC#CC.\"\"\"\"\"\"\".\ny= 8 \"\"\".rr#######PPRRRRRRRIIIIPPIIIIRR######CC#######CC.\"\".\"\"\"..\ny= 10 \"\"\".....#RRRRRRCC#RPPIIII#IIIIIIIIAAAAIIRRRR#RRRRRR....\"\"\"\"\"\ny= 12 ..\".....#RRRRRRCC#RPPIIII#IIIIIIIIAAAAIIRRRR#RRRRRR##..\"\"\"\"\"\ny= 14 \"\"\".++++#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#,,,#RR,,II\"\"\"\"\"\ny= 16 \"\"\"\"...k#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#===#RR==II\"\"\"\"\"\ny= 18 \"\"\"\".RRk#RRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRII\"\"\"\ny= 20 ..\"\".RR.#RRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRIIII\"\ny= 22 \"\"\"\"#RR##RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#####RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#kkk#RRRRkkk=RRII\"\"\"\ny= 26 \"RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRRRRRRRIIIIII\"\ny= 28 .RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRRRRRRRIIIIII~\ny= 30 .####RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII###\"~\ny= 32 \"\"\"\"#RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII#EEE~\ny= 34 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#EEE~\ny= 36 \"\"rr#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#\"~~~\ny= 38 \"\"rr####################################################~~~~\ny= 40 \"\"\"k=PPRRRRRRRR=IPPCCRRCC#CCRRRRRRRRRRRRRRRR############~~~~\ny= 42 \"\"\"\"=PPRRRRRRRR#IPPCCRRCC#CCRRRRRRRRRRRRRRRRIIPPIIIOOOI#~~~~\ny= 44 \"\"\"rrPPRRRRRRRRCCCCCCCCCC#CCPPkkk=RRRRRRRR+kIIPPIIIOOOI~~~~~\ny= 46 \"\"\"rr##RRRRRRRRCCCCCCCCCC#CCPP####RRRRRRRR+~+~~~~~~~~~~~~~~~\ny= 48 .RRR#RRRRFFRRRRCCCCCCCCCC#RRCCRRFFRRRR#~#~+++~~~~~~~~~~~~~~~\ny= 50 #RRR#RRRRFFRRRRCCCCCCCCCC#RRCCRRFFRRRR~~#~++\"\"~~~~~~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~~~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~+RRRSSS~~~~~~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#~~~~~RRRSSS~~~~~~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"k\"k~~~~~~~\"~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCCCCCCC#CCCC#~~~~~~~~\"\"\"~~~~~~k\"\"\"\".\"\"~~~~\ny= 62 \"\".\"IIII#IIIIIICCCCCCCCCC#CC~~~~~~~~~~~~~~~~~~~PPP\"\"\"...\"\"\"~\ny= 64 \"\"..IIII#IIIIIICCCCCC###=#~~~~~~~~~~~~~~~~~~~~\"PPP\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC+~~=#~~~~~~~~~~~~~~~~PPkk\"\"\"\"kkk\"\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC##+~~=#~II~\"\"kkk\"\"\"\"\"\"\"PP\"\"\"\"\".\"\"\"..\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~+~~=#III\"\"\"kkk\"\"\"\"\"\"\"kkkk\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~+~~=#IIRRR\"\"kk\"\"\"\"\"\"\"kkk\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..\"\"IIII#IIIIIICC~~~IIEE=CC\"RRII\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"..\"\".\ny= 76 \"\"\"\"#############~~~IIEE=CCk\"\"II\"\"\".\"......\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"\"\"IIII#IIIIII~~~+II#####kPPk\".\"\"\".\"\"\"..\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 80 \"\"\".IIII#IIIIII~~~riI#\"\"=#kPPk\"\"\"\"\".\"\"\"..\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 82 \"\"\"\"IIII#IIII~~~~~rr#II+=CC..\"\"..\"\".\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"..\"\"\"\ny= 84 .\"\"\"IIII#IIII~~~~\"\"#III##CC\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\".\"\"\ny= 86 ~\"\".FFII#===~~~~\"\"##IICC=\"\"\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"PP\"PP\"\ny= 88 ~\"\"\"FFII=~==~~~.\"\"#\"\"#CC==============================PP=PP=\ny= 90 ~~\"\"II#~===~~~~.\"\"#\"\"#.\"\"\"\".\"\"\"\"\".=.\"\"\"\".\"\"\".\"\"\".\"\"\"\".\",,,,,\ny= 92 \"~~~II#~===~~~~\"\"\"#.\"#\"\"\"\"\"\"\"\"\"\"\".=\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\",,,,,\ny= 94 \".~~II#~===~~~\"\"\"\"#\"\"#\"\"\"\"\"\"\".\"\"\"\"=\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"NNNNNNN\ny= 96 \".\"\"II#~==~~~~\"\"\"\"#.\"#\"...\"\"\".\"\"\"\"=\"\"\".\"\"\"\".\"\".\"\"\"\"\"\"NNNNNNN\ny= 98 \"\"\"\"###+=+++++++++#++#++++++++++++=++++++++++++++++++NNNNNNN\n\nEVENTS SINCE LAST TURN: none\nRESULTS OF YOUR LAST ACTIONS: OK tax rate set to 0% | OK power_line (43,78)->(36,81): 5/11 tiles ok, $67; 1 blocked by road e.g. (42, 78); 3 blocked by industrial e.g. (41, 78); 1 blocked by water e.g. (36, 79); 1 blocked by residential e.g. (36, 81) | REJECTED park at (22,73): blocked by industrial (e.g. (22,73)); bulldoze first or pick another site | REJECTED park at (25,73): blocked by road (e.g. (25,73)); bulldoze first or pick another site | REJECTED park at (28,73): blocked by industrial (e.g. (28,73)); bulldoze first or pick another site | REJECTED park at (20,76): blocked by road (e.g. (20,76)); bulldoze first or pick another site | REJECTED park at (26,76): blocked by road (e.g. (26,76)); bulldoze first or pick another site | REJECTED park at (29,76): blocked by road (e.g. (29,76)); bulldoze first or pick another site\nYOUR NOTES FROM LAST TURN: Treasury about $186. Tax set to 0 to improve demand. Coal plant at (44,74); connected nearby unpowered zone around (36,81) if funds permit. Crime hotspot near (22-25,74-75); reassess demand, population, and cash next turn.", "raw": "{\"thoughts\":\"The population is far below the required floor, so preserving demand and adding a powered, road-connected residential site is the best use of the remaining cash. Restore a moderate tax rate to generate revenue for future growth and services while avoiding the demand penalty of high taxes.\",\"notes\":\"Added one central residential site if accepted; tax 7% for revenue. Next turn check whether it develops, cash after collections, demand, and crime near the southern hotspot.\",\"actions\":[{\"type\":\"zone\",\"zone\":\"residential\",\"x\":20,\"y\":6},{\"type\":\"tax\",\"rate\":7},{\"type\":\"zoom\",\"x\":0,\"y\":0}]}", "routed_model": "openai/gpt-5.6-luna", "usage": {"prompt_tokens": 4100, "completion_tokens": 567, "total_tokens": 4667, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 4098, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.00187583, "upstream_inference_prompt_cost": 0.00112739, "upstream_inference_completions_cost": 0.00074844}, "completion_tokens_details": {"reasoning_tokens": 427, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.00187583, "latency_s": 7.77, "thoughts": "The population is far below the required floor, so preserving demand and adding a powered, road-connected residential site is the best use of the remaining cash. Restore a moderate tax rate to generate revenue for future growth and services while avoiding the demand penalty of high taxes.", "notes": "Added one central residential site if accepted; tax 7% for revenue. Next turn check whether it develops, cash after collections, demand, and crime near the southern hotspot.", "actions": [{"type": "zone", "zone": "residential", "x": 20, "y": 6}, {"type": "tax", "rate": 7}, {"type": "zoom", "x": 0, "y": 0}], "actions_dropped": 0, "results": ["OK residential x1: 1 placed; (20,6) ok", "OK tax rate set to 7%", "OK zoom view at (0,0) next turn"], "state": {"population_now": 5220, "funds": 119, "score": 464, "tax": 0}, "info": {"unpowered_zones": 5, "zones_r": 146, "zones_c": 64, "zones_i": 95, "free_sites": 10}, "wall_s": 270.5} {"turn": 35, "date": "Jul 1980", "model": "openai/gpt-5.6-luna", "prompt": "TASK: Detroit, 1972. Competition from overseas and other economic factors pushed the once 'automobile capital of the world' into recession. Falling land values and unemployment drove crime in the inner city to chronic levels. You have $20,000 and 10 years to reduce crime and rebuild the industrial base. GOAL: the average crime level must be under 60 when the scenario is judged in 1982 (the scenario's own rule), AND the population then must be at least 25,000, a third of 1972's 76,000. (This eval adds the population floor: without it the scenario can be 'won' by letting the city empty out, which cuts crime.)\n\nDATE: Jul 1980 (turn 35 of 40; each turn = 3 months; deadline Jan 1982)\nFUNDS: $13 tax rate 7% funding: road 0%, fire 0%, police 0%\n last January's budget: tax income $176, requested road $2,509, fire $700, police $1,800; cash flow $-4,833/yr\nPOPULATION: 4,460 now (official census 5,720, Town); residents 95, commerce 9, industry 7 (engine units)\nZONES: residential 147, commercial 64, industrial 95; unpowered zones: 6\nDEMAND (-100..+100, positive = the city wants more of it): residential -100, commercial -100, industrial -100\nCITY SCORE (re-evaluated each January, like the official census): 464 / 1000 (change -190 at the last evaluation); approval 50%; top problems (share of citizens): taxes 14%, pollution 8%, housing costs 7%, crime 5%\nAVERAGES (0-255, lower is better except land value): crime 32, pollution 53, traffic 0, land value 67\nSERVICES: coal plants 2, nuclear 3, police 18, fire stations 7, stadiums 1, seaports 1, airports 1; road tiles 2411, rail tiles 597; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 32); population must be >= 25,000\n\nBUILDINGS (top-left; * = unpowered): coal power plant x2: (44,74) (113,32); nuclear power plant x3: (107,95) (111,95) (115,95); police station x18: (10,40) (10,43) (18,52) (26,6)* (35,40) (39,10) (47,14) (52,6) (54,79)* (56,44)* (59,3) (85,66)* (92,42) (94,63)* (97,63)* (102,31) (108,86)* (114,86)*; fire station x7: (9,86) (18,14) (18,48) (43,19) (47,31) (64,48) (98,31); stadium x1: (87,53); seaport x1: (103,42); airport x1: (69,11)\nUNPOWERED ZONES (top-left): (5,37) (6,44) (8,3) (9,6) (20,6) (36,81)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (5,34) (5,31) (14,11) (51,85) (25,0) (5,52) (36,84) (5,24) (7,19) (5,55)\nLARGE OPEN AREAS (top-left, size): (101,67) 19x19 (67,73) 16x16 (84,74) 15x15 (105,0) 15x15 (84,0) 9x9 (70,90) 8x8\nHOT SPOTS (value@tile range): crime: 204@(22-23,74-75) 199@(24-25,74-75) 198@(22-23,76-77); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15); traffic: 102@(66-67,54-55)\n\nMAP (1 char = 2x2 tiles; the char at column c, row r covers x=2c..2c+1, y=2r..2r+1).\nLegend: . empty land \" trees ~ water , rubble * fire w flood ! radiation # road = rail + power line R/C/I zones (lowercase = unpowered) E coal plant N nuclear P police F fire station S stadium O seaport A airport H hospital/church k park\n 0 10 20 30 40 50 60 70 80 90 100 110 <- x\ny= 0 .\"\"#\"\"\".\"\".\"\"\"#kk\"kk.kk\"k#k\"...\"\"\"\"\"..\"\"\"\"\"\".\"\"\"#\".\"\"\"\"\"\"\"\"\"\ny= 2 .\"\"#rr##################RRRR.PPkk\"\"\"..\"\"\"\"\"\"\"\"\"\"#\"\"\"\"\"\"\"..\"\"\ny= 4 .\"\"#rr+\"\"\"\"\"\"\"#.k\"kk\"\"\"#RRRRRPP.\"\"\"\"\".\"\".\"\"\"\"\"CC#\"\"\"\"\"\"\"\"\"\".\ny= 6 .\"\"#rr++++rr\"PPRRRRRRRIIIIPPIIIIRR++++++CC\"\"\"\"CC#CC.\"\"\"\"\"\"\".\ny= 8 \"\"\".rr####rr#PPRRRRRRRIIIIPPIIIIRR######CC#######CC.\"\".\"\"\"..\ny= 10 \"\"\".....#RRRRRRCC#RPPIIII#IIIIIIIIAAAAIIRRRR#RRRRRR....\"\"\"\"\"\ny= 12 ..\".....#RRRRRRCC#RPPIIII#IIIIIIIIAAAAIIRRRR#RRRRRR##..\"\"\"\"\"\ny= 14 \"\"\".++++#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#,,,#RR,,II\"\"\"\"\"\ny= 16 \"\"\"\"...k#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#===#RR==II\"\"\"\"\"\ny= 18 \"\"\"\".RRk#RRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRII\"\"\"\ny= 20 ..\"\".RR.#RRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRIIII\"\ny= 22 \"\"\"\"#RR##RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#####RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#kkk#RRRRkkk=RRII\"\"\"\ny= 26 \"RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRRRRRRRIIIIII\"\ny= 28 .RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRRRRRRRIIIIII~\ny= 30 .####RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII###\"~\ny= 32 \"\"\"\"#RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII#EEE~\ny= 34 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#EEE~\ny= 36 \"\"rr#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#\"~~~\ny= 38 \"\"rr####################################################~~~~\ny= 40 \"\"\"k=PPRRRRRRRR=IPPCCRRCC#CCRRRRRRRRRRRRRRRR############~~~~\ny= 42 \"\"\"\"=PPRRRRRRRR#IPPCCRRCC#CCRRRRRRRRRRRRRRRRIIPPIIIOOOI#~~~~\ny= 44 \"\"\"rrPPRRRRRRRRCCCCCCCCCC#CCPPkkk=RRRRRRRR+kIIPPIIIOOOI~~~~~\ny= 46 \"\"\"rr##RRRRRRRRCCCCCCCCCC#CCPP####RRRRRRRR+~+~~~~~~~~~~~~~~~\ny= 48 .RRR#RRRRFFRRRRCCCCCCCCCC#RRCCRRFFRRRR#~#~+++~~~~~~~~~~~~~~~\ny= 50 #RRR#RRRRFFRRRRCCCCCCCCCC#RRCCRRFFRRRR~~#~++\"\"~~~~~~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~~~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~+RRRSSS~~~~~~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#~~~~~RRRSSS~~~~~~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"k\"k~~~~~~~\"~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCCCCCCC#CCCC#~~~~~~~~\"\"\"~~~~~~k\"\"\"\".\"\"~~~~\ny= 62 \"\".\"IIII#IIIIIICCCCCCCCCC#CC~~~~~~~~~~~~~~~~~~~PPP\"\"\"...\"\"\"~\ny= 64 \"\"..IIII#IIIIIICCCCCC###=#~~~~~~~~~~~~~~~~~~~~\"PPP\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC+~~=#~~~~~~~~~~~~~~~~PPkk\"\"\"\"kkk\"\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC##+~~=#~II~\"\"kkk\"\"\"\"\"\"\"PP\"\"\"\"\".\"\"\"..\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~+~~=#III\"\"\"kkk\"\"\"\"\"\"\"kkkk\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~+~~=#IIRRR\"\"kk\"\"\"\"\"\"\"kkk\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..\"\"IIII#IIIIIICC~~~IIEE=CC\"RRII\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"..\"\".\ny= 76 \"\"\"\"#############~~~IIEE=CCk\"\"II\"\"\".\"......\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"\"\"IIII#IIIIII~~~+II#####kPPk\".\"\"\".\"\"\"..\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 80 \"\"\".IIII#IIIIII~~~riI#\"\"=#kPPk\"\"\"\"\".\"\"\"..\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 82 \"\"\"\"IIII#IIII~~~~~rr#II+=CC..\"\"..\"\".\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"..\"\"\"\ny= 84 .\"\"\"IIII#IIII~~~~\"\"#III##CC\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\".\"\"\ny= 86 ~\"\".FFII#===~~~~\"\"##IICC=\"\"\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"PP\"PP\"\ny= 88 ~\"\"\"FFII=~==~~~.\"\"#\"\"#CC==============================PP=PP=\ny= 90 ~~\"\"II#~===~~~~.\"\"#\"\"#.\"\"\"\".\"\"\"\"\".=.\"\"\"\".\"\"\".\"\"\".\"\"\"\".\",,,,,\ny= 92 \"~~~II#~===~~~~\"\"\"#.\"#\"\"\"\"\"\"\"\"\"\"\".=\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\",,,,,\ny= 94 \".~~II#~===~~~\"\"\"\"#\"\"#\"\"\"\"\"\"\".\"\"\"\"=\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"NNNNNNN\ny= 96 \".\"\"II#~==~~~~\"\"\"\"#.\"#\"...\"\"\".\"\"\"\"=\"\"\".\"\"\"\".\"\".\"\"\"\"\"\"NNNNNNN\ny= 98 \"\"\"\"###+=+++++++++#++#++++++++++++=++++++++++++++++++NNNNNNN\n\nZOOM (full resolution, 1 char = 1 tile, top-left (0,0)):\n 0 1 2 3 \n 0123456789012345678901234567890123456789\ny= 0 ......#................\"\"...#.k..k..k..k\ny= 1 ...\"\".##\"\"\"\"\"\"...\"\"\"...\"\"\"\".#.\"\"\"\"\".\"\"\".\ny= 2 ..\"\"\"\"\"#\"\"\"\"\"\"...\"\"\"\"\".\"\"\"\".#.\"\"\"\"\".\"\"\".\ny= 3 ..\"\"\"\"\"#RRR#############################\ny= 4 ..\"\"\"\"\"#RRR\"+\".\"\"\".\"\"\"\"\"\"\"\"\"#...\"k.\"k\"\"k\ny= 5 ..\"\"\"\"\"#RRR\"+..\"\"\".\"\"\"\"\"\"\"\"\"##....\"\"\"\"\".\ny= 6 ..\"\"\"\"\"##RRR+++++++\"RRRk.\"PPP#RRR.\"\"\"\"\".\ny= 7 ..\"\"\"\"..#RRR\"\"\"\"...\"RRR...PPP#RRR..RRR.R\ny= 8 \"\"\"\"\"...#RRR\"\"\"\"...\"RRR...PPP#RRR..RRR.R\ny= 9 \"\".\"\"...###########################RRR.R\ny= 10 \"\"\"\"\"\"...........#RRR#RRR#RRR#=CCC#,RRRP\ny= 11 \"\"\"\"\"\"...........#RRR#RRR#RRR#=CCC#,RRRP\ny= 12 .................#RRR#RRR#RRR#=CCC#,RRRP\ny= 13 ....\"\"...........#######################\ny= 14 \"\"\".\"\"..+++++++++#FFF#RRR#RRR#=CCC#CCC#C\ny= 15 \"\"\"\".............#FFF#RRR#RRR#=CCC#CCC#C\ny= 16 \"\"\"\".\"\"\"......k..#FFF#RRR#RRR#=CCC#CCC#C\ny= 17 \"\"\".\"\"\"\".........#===#===#===#====#===#=\ny= 18 \"\"\".\"\"\"\".........#######################\ny= 19 \"\"\".\"\"\"\"..RRR.kkk#RRR#RRR#RRR#=RRR#RRR#R\ny= 20 ....\"\"\"\"..RRR....#RRR#RRR#RRR#=RRR#RRR#R\ny= 21 ....\"\"\"\"..RRR#...#RRR#RRR#RRR#=RRR#RRR#R\ny= 22 \"\"\"\".\"\"\"################################\ny= 23 \"\"\"\".\"\"\"#=RRR#kkk#RRR#RRR#RRR#=RRR#RRR#R\ny= 24 \"\"\"\"\".\"\"#=RRR#kkk#RRR#RRR#RRR#=RRR#RRR#R\n\nEVENTS SINCE LAST TURN: none\nRESULTS OF YOUR LAST ACTIONS: OK residential x1: 1 placed; (20,6) ok | OK tax rate set to 7% | OK zoom view at (0,0) next turn\nYOUR NOTES FROM LAST TURN: Added one central residential site if accepted; tax 7% for revenue. Next turn check whether it develops, cash after collections, demand, and crime near the southern hotspot.", "raw": "{\"thoughts\":\"Funds are nearly exhausted, so construction is impossible this turn. Set taxes to 0% to encourage redevelopment and population growth, while keeping departments at current zero funding to avoid unaffordable expenses; inspect the southern crime hotspot next turn.\",\"notes\":\"Cash $13; tax reduced to 0% for growth. No construction possible until revenue arrives. Recheck cash, demand, population, and crime at next turn; prioritize police funding or redevelopment if funds permit.\",\"actions\":[{\"type\":\"tax\",\"rate\":0},{\"type\":\"zoom\",\"x\":0,\"y\":68}]}", "routed_model": "openai/gpt-5.6-luna", "usage": {"prompt_tokens": 4498, "completion_tokens": 277, "total_tokens": 4775, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 4496, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.00160248, "upstream_inference_prompt_cost": 0.00123684, "upstream_inference_completions_cost": 0.00036564}, "completion_tokens_details": {"reasoning_tokens": 151, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.00160248, "latency_s": 3.4, "thoughts": "Funds are nearly exhausted, so construction is impossible this turn. Set taxes to 0% to encourage redevelopment and population growth, while keeping departments at current zero funding to avoid unaffordable expenses; inspect the southern crime hotspot next turn.", "notes": "Cash $13; tax reduced to 0% for growth. No construction possible until revenue arrives. Recheck cash, demand, population, and crime at next turn; prioritize police funding or redevelopment if funds permit.", "actions": [{"type": "tax", "rate": 0}, {"type": "zoom", "x": 0, "y": 68}], "actions_dropped": 0, "results": ["OK tax rate set to 0%", "OK zoom view at (0,68) next turn"], "state": {"population_now": 4460, "funds": 13, "score": 464, "tax": 7}, "info": {"unpowered_zones": 6, "zones_r": 147, "zones_c": 64, "zones_i": 95, "free_sites": 10}, "wall_s": 274.1} {"turn": 36, "date": "Oct 1980", "model": "openai/gpt-5.6-luna", "prompt": "TASK: Detroit, 1972. Competition from overseas and other economic factors pushed the once 'automobile capital of the world' into recession. Falling land values and unemployment drove crime in the inner city to chronic levels. You have $20,000 and 10 years to reduce crime and rebuild the industrial base. GOAL: the average crime level must be under 60 when the scenario is judged in 1982 (the scenario's own rule), AND the population then must be at least 25,000, a third of 1972's 76,000. (This eval adds the population floor: without it the scenario can be 'won' by letting the city empty out, which cuts crime.)\n\nDATE: Oct 1980 (turn 36 of 40; each turn = 3 months; deadline Jan 1982)\nFUNDS: $13 tax rate 0% funding: road 0%, fire 0%, police 0%\n last January's budget: tax income $176, requested road $2,509, fire $700, police $1,800; cash flow $-4,833/yr\nPOPULATION: 4,400 now (official census 5,720, Town); residents 92, commerce 9, industry 7 (engine units)\nZONES: residential 147, commercial 64, industrial 95; unpowered zones: 6\nDEMAND (-100..+100, positive = the city wants more of it): residential -71, commercial -100, industrial -61\nCITY SCORE (re-evaluated each January, like the official census): 464 / 1000 (change -190 at the last evaluation); approval 50%; top problems (share of citizens): taxes 14%, pollution 8%, housing costs 7%, crime 5%\nAVERAGES (0-255, lower is better except land value): crime 31, pollution 53, traffic 0, land value 67\nSERVICES: coal plants 2, nuclear 3, police 18, fire stations 7, stadiums 1, seaports 1, airports 1; road tiles 2411, rail tiles 597; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 31); population must be >= 25,000\n\nBUILDINGS (top-left; * = unpowered): coal power plant x2: (44,74) (113,32); nuclear power plant x3: (107,95) (111,95) (115,95); police station x18: (10,40) (10,43) (18,52) (26,6)* (35,40) (39,10) (47,14) (52,6) (54,79)* (56,44)* (59,3) (85,66)* (92,42) (94,63)* (97,63)* (102,31) (108,86)* (114,86)*; fire station x7: (9,86) (18,14) (18,48) (43,19) (47,31) (64,48) (98,31); stadium x1: (87,53); seaport x1: (103,42); airport x1: (69,11)\nUNPOWERED ZONES (top-left): (5,37) (6,44) (8,3) (9,6) (20,6) (36,81)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (5,34) (5,31) (14,11) (51,85) (25,0) (5,52) (36,84) (5,24) (7,19) (5,55)\nLARGE OPEN AREAS (top-left, size): (101,67) 19x19 (67,73) 16x16 (84,74) 15x15 (105,0) 15x15 (84,0) 9x9 (70,90) 8x8\nHOT SPOTS (value@tile range): crime: 204@(22-23,74-75) 199@(24-25,74-75) 198@(22-23,76-77); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15)\n\nMAP (1 char = 2x2 tiles; the char at column c, row r covers x=2c..2c+1, y=2r..2r+1).\nLegend: . empty land \" trees ~ water , rubble * fire w flood ! radiation # road = rail + power line R/C/I zones (lowercase = unpowered) E coal plant N nuclear P police F fire station S stadium O seaport A airport H hospital/church k park\n 0 10 20 30 40 50 60 70 80 90 100 110 <- x\ny= 0 .\"\"#\"\"\".\"\".\"\"\"#kk\"kk.kk\"k#k\"...\"\"\"\"\"..\"\"\"\"\"\".\"\"\"#\".\"\"\"\"\"\"\"\"\"\ny= 2 .\"\"#rr##################RRRR.PPkk\"\"\"..\"\"\"\"\"\"\"\"\"\"#\"\"\"\"\"\"\"..\"\"\ny= 4 .\"\"#rr+\"\"\"\"\"\"\"#.k\"kk\"\"\"#RRRRRPP.\"\"\"\"\".\"\".\"\"\"\"\"CC#\"\"\"\"\"\"\"\"\"\".\ny= 6 .\"\"#rr++++rr\"PPRRRRRRRIIIIPPIIIIRR++++++CC\"\"\"\"CC#CC.\"\"\"\"\"\"\".\ny= 8 \"\"\".rr####rr#PPRRRRRRRIIIIPPIIIIRR######CC#######CC.\"\".\"\"\"..\ny= 10 \"\"\".....#RRRRRRCC#RPPIIII#IIIIIIIIAAAAIIRRRR#RRRRRR....\"\"\"\"\"\ny= 12 ..\".....#RRRRRRCC#RPPIIII#IIIIIIIIAAAAIIRRRR#RRRRRR##..\"\"\"\"\"\ny= 14 \"\"\".++++#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#,,,#RR,,II\"\"\"\"\"\ny= 16 \"\"\"\"...k#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#===#RR==II\"\"\"\"\"\ny= 18 \"\"\"\".RRk#RRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRII\"\"\"\ny= 20 ..\"\".RR.#RRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRIIII\"\ny= 22 \"\"\"\"#RR##RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#####RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#kkk#RRRRkkk=RRII\"\"\"\ny= 26 \"RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRRRRRRRIIIIII\"\ny= 28 .RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRRRRRRRIIIIII~\ny= 30 .####RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII###\"~\ny= 32 \"\"\"\"#RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII#EEE~\ny= 34 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#EEE~\ny= 36 \"\"rr#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#\"~~~\ny= 38 \"\"rr####################################################~~~~\ny= 40 \"\"\"k=PPRRRRRRRR=IPPCCRRCC#CCRRRRRRRRRRRRRRRR############~~~~\ny= 42 \"\"\"\"=PPRRRRRRRR#IPPCCRRCC#CCRRRRRRRRRRRRRRRRIIPPIIIOOOI#~~~~\ny= 44 \"\"\"rrPPRRRRRRRRCCCCCCCCCC#CCPPkkk=RRRRRRRR+kIIPPIIIOOOI~~~~~\ny= 46 \"\"\"rr##RRRRRRRRCCCCCCCCCC#CCPP####RRRRRRRR+~+~~~~~~~~~~~~~~~\ny= 48 .RRR#RRRRFFRRRRCCCCCCCCCC#RRCCRRFFRRRR#~#~+++~~~~~~~~~~~~~~~\ny= 50 #RRR#RRRRFFRRRRCCCCCCCCCC#RRCCRRFFRRRR~~#~++\"\"~~~~~~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~~~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~+RRRSSS~~~~~~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#~~~~~RRRSSS~~~~~~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"k\"k~~~~~~~\"~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCCCCCCC#CCCC#~~~~~~~~\"\"\"~~~~~~k\"\"\"\".\"\"~~~~\ny= 62 \"\".\"IIII#IIIIIICCCCCCCCCC#CC~~~~~~~~~~~~~~~~~~~PPP\"\"\"...\"\"\"~\ny= 64 \"\"..IIII#IIIIIICCCCCC###=#~~~~~~~~~~~~~~~~~~~~\"PPP\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC+~~=#~~~~~~~~~~~~~~~~PPkk\"\"\"\"kkk\"\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC##+~~=#~II~\"\"kkk\"\"\"\"\"\"\"PP\"\"\"\"\".\"\"\"..\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~+~~=#III\"\"\"kkk\"\"\"\"\"\"\"kkkk\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~+~~=#IIRRR\"\"kk\"\"\"\"\"\"\"kkk\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..\"\"IIII#IIIIIICC~~~IIEE=CC\"RRII\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"..\"\".\ny= 76 \"\"\"\"#############~~~IIEE=CCk\"\"II\"\"\".\"......\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"\"\"IIII#IIIIII~~~+II#####kPPk\".\"\"\".\"\"\"..\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 80 \"\"\".IIII#IIIIII~~~riI#\"\"=#kPPk\"\"\"\"\".\"\"\"..\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 82 \"\"\"\"IIII#IIII~~~~~rr#II+=CC..\"\"..\"\".\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"..\"\"\"\ny= 84 .\"\"\"IIII#IIII~~~~\"\"#III##CC\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\".\"\"\ny= 86 ~\"\".FFII#===~~~~\"\"##IICC=\"\"\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"PP\"PP\"\ny= 88 ~\"\"\"FFII=~==~~~.\"\"#\"\"#CC==============================PP=PP=\ny= 90 ~~\"\"II#~===~~~~.\"\"#\"\"#.\"\"\"\".\"\"\"\"\".=.\"\"\"\".\"\"\".\"\"\".\"\"\"\".\",,,,,\ny= 92 \"~~~II#~===~~~~\"\"\"#.\"#\"\"\"\"\"\"\"\"\"\"\".=\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\",,,,,\ny= 94 \".~~II#~===~~~\"\"\"\"#\"\"#\"\"\"\"\"\"\".\"\"\"\"=\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"NNNNNNN\ny= 96 \".\"\"II#~==~~~~\"\"\"\"#.\"#\"...\"\"\".\"\"\"\"=\"\"\".\"\"\"\".\"\".\"\"\"\"\"\"NNNNNNN\ny= 98 \"\"\"\"###+=+++++++++#++#++++++++++++=++++++++++++++++++NNNNNNN\n\nZOOM (full resolution, 1 char = 1 tile, top-left (0,68)):\n 0 1 2 3 \n 0123456789012345678901234567890123456789\ny= 68 \"\"\"\"\"\"\"\"################################\ny= 69 \"\"...\"\"\"#III#III#=III#III#kkk#CCC#CCC#\"\"\ny= 70 ..\"\"..\"\"#III#III#=III#III#kkk#CCC#CCC#\"\"\ny= 71 .\"\"\"\"\"..#III#III#=III#III#kkk#CCC#CCC#.~\ny= 72 .\"\"\"\"\"\".#############################.~~\ny= 73 ....\"\"\".#III#III#=III#III#III#CCC#...~~~\ny= 74 ....\"\"\".#III#III#=III#III#III#CCC#..~~~~\ny= 75 ....\"\"\".#III#III#=III#III#III#CCC#.~~~~~\ny= 76 .\"\"..\"\".##########################~~~~~~\ny= 77 .\"\"\"....#===#===#====#===#===#...~~~~~~~\ny= 78 .\"\"\"..\"\"#III#III#=III#III#III#..~~~~+++I\ny= 79 ..\"\"\".\"\"#III#III#=III#III#III#.~~~~~~.,I\ny= 80 ..\"\"\"\"..#III#III#=III#III#III#~~~~~~+..I\ny= 81 \"\"..\"\"..#####################~~~~~~~RRR.\ny= 82 \"\"\".....#III#III#=III#III#..~~~~~~~\"RRR#\ny= 83 \"\"\"\"\"\"\"\"#III#III#=III#III#.~~~~~~~\"\"RRR#\ny= 84 ...\"\"\"\"\"#III#III#=III#III#~~~~~~~\"\"\"\"..#\ny= 85 ........#################~~~~~~~.\"\"\"\"..#\ny= 86 .\"\"\"....#FFF#III#=======~~~~~~~........#\ny= 87 ~\"\"\"\"\"..#FFF#III#=.==.==~~~~~~...\"\"..###\ny= 88 ~\"\"\"\"\"\"\"#FFF#III~=~~===~~~~~~~...\"\"..#..\ny= 89 ~\"\"\"\"\"\"\"#######~~=~~~~=~~~~~~....\"\"..#\"\"\ny= 90 ~~~\"\"\"\"\"#III#.~~~=~~~~~~~~~~~........#\"\"\ny= 91 \"\"~~\"\"\"\"#III#.~~=====~~~~~~~~....\"\"\"\"#..\ny= 92 \"\"~~~\"\"\"#III#.~~=.=.==~~~~~~~\"\"..\"\"\"\"#..\n\nEVENTS SINCE LAST TURN: none\nRESULTS OF YOUR LAST ACTIONS: OK tax rate set to 0% | OK zoom view at (0,68) next turn\nYOUR NOTES FROM LAST TURN: Cash $13; tax reduced to 0% for growth. No construction possible until revenue arrives. Recheck cash, demand, population, and crime at next turn; prioritize police funding or redevelopment if funds permit.", "raw": "{\"thoughts\":\"Crime is already safely below the threshold, but population has collapsed and the treasury is nearly empty. Raise taxes modestly to restore revenue, spend the remaining cash on a park near the worst crime hotspot, and avoid unfunded department commitments until cash improves.\",\"notes\":\"Cash nearly zero; tax set to 7% for the next collection. Crime hotspot around (22,74); monitor January revenue and population growth. No construction funds for zones yet.\",\"actions\":[{\"type\":\"tax\",\"rate\":7},{\"type\":\"build\",\"what\":\"park\",\"x\":22,\"y\":74}]}", "routed_model": "openai/gpt-5.6-luna", "usage": {"prompt_tokens": 4430, "completion_tokens": 529, "total_tokens": 4959, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 4428, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.00191642, "upstream_inference_prompt_cost": 0.00121814, "upstream_inference_completions_cost": 0.00069828}, "completion_tokens_details": {"reasoning_tokens": 402, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.00191642, "latency_s": 5.49, "thoughts": "Crime is already safely below the threshold, but population has collapsed and the treasury is nearly empty. Raise taxes modestly to restore revenue, spend the remaining cash on a park near the worst crime hotspot, and avoid unfunded department commitments until cash improves.", "notes": "Cash nearly zero; tax set to 7% for the next collection. Crime hotspot around (22,74); monitor January revenue and population growth. No construction funds for zones yet.", "actions": [{"type": "tax", "rate": 7}, {"type": "build", "what": "park", "x": 22, "y": 74}], "actions_dropped": 0, "results": ["OK tax rate set to 7%", "REJECTED park at (22,74): blocked by industrial (e.g. (22,74)); bulldoze first or pick another site"], "state": {"population_now": 4400, "funds": 13, "score": 464, "tax": 0}, "info": {"unpowered_zones": 6, "zones_r": 147, "zones_c": 64, "zones_i": 95, "free_sites": 10}, "wall_s": 279.7} {"turn": 37, "date": "Jan 1981", "model": "openai/gpt-5.6-luna", "prompt": "TASK: Detroit, 1972. Competition from overseas and other economic factors pushed the once 'automobile capital of the world' into recession. Falling land values and unemployment drove crime in the inner city to chronic levels. You have $20,000 and 10 years to reduce crime and rebuild the industrial base. GOAL: the average crime level must be under 60 when the scenario is judged in 1982 (the scenario's own rule), AND the population then must be at least 25,000, a third of 1972's 76,000. (This eval adds the population floor: without it the scenario can be 'won' by letting the city empty out, which cuts crime.)\n\nDATE: Jan 1981 (turn 37 of 40; each turn = 3 months; deadline Jan 1982)\nFUNDS: $160 tax rate 7% funding: road 0%, fire 0%, police 0%\n last January's budget: tax income $147, requested road $2,509, fire $700, police $1,800; cash flow $-4,862/yr\nPOPULATION: 4,260 now (official census 4,460, Town); residents 93, commerce 9, industry 6 (engine units)\nZONES: residential 147, commercial 64, industrial 95; unpowered zones: 6\nDEMAND (-100..+100, positive = the city wants more of it): residential -100, commercial -100, industrial -100\nCITY SCORE (re-evaluated each January, like the official census): 409 / 1000 (change -55 at the last evaluation); approval 41%; top problems (share of citizens): housing costs 12%, taxes 12%, pollution 11%, crime 4%\nAVERAGES (0-255, lower is better except land value): crime 30, pollution 53, traffic 0, land value 68\nSERVICES: coal plants 2, nuclear 3, police 18, fire stations 7, stadiums 1, seaports 1, airports 1; road tiles 2371, rail tiles 597; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 30); population must be >= 25,000\n\nBUILDINGS (top-left; * = unpowered): coal power plant x2: (44,74) (113,32); nuclear power plant x3: (107,95) (111,95) (115,95); police station x18: (10,40) (10,43) (18,52) (26,6)* (35,40) (39,10) (47,14) (52,6) (54,79)* (56,44)* (59,3) (85,66)* (92,42) (94,63)* (97,63)* (102,31) (108,86)* (114,86)*; fire station x7: (9,86) (18,14) (18,48) (43,19) (47,31) (64,48) (98,31); stadium x1: (87,53); seaport x1: (103,42); airport x1: (69,11)\nUNPOWERED ZONES (top-left): (5,37) (6,44) (8,3) (9,6) (20,6) (36,81)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (5,34) (5,31) (14,11) (51,85) (25,0) (5,52) (36,84) (5,24) (7,19) (5,55)\nLARGE OPEN AREAS (top-left, size): (101,67) 19x19 (67,73) 16x16 (84,74) 15x15 (105,0) 15x15 (84,0) 9x9 (70,90) 8x8\nHOT SPOTS (value@tile range): crime: 204@(22-23,74-75) 199@(24-25,74-75) 198@(22-23,76-77); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15); traffic: 106@(24-25,72-73)\n\nMAP (1 char = 2x2 tiles; the char at column c, row r covers x=2c..2c+1, y=2r..2r+1).\nLegend: . empty land \" trees ~ water , rubble * fire w flood ! radiation # road = rail + power line R/C/I zones (lowercase = unpowered) E coal plant N nuclear P police F fire station S stadium O seaport A airport H hospital/church k park\n 0 10 20 30 40 50 60 70 80 90 100 110 <- x\ny= 0 .\"\"#\"\"\".\"\".\"\"\"#kk\"kk.kk\"k#k\"...\"\"\"\"\"..\"\"\"\"\"\".\"\"\"#\".\"\"\"\"\"\"\"\"\"\ny= 2 .\"\"#rr##################RRRR.PPkk\"\"\"..\"\"\"\"\"\"\"\"\"\"#\"\"\"\"\"\"\"..\"\"\ny= 4 .\"\"#rr+\"\"\"\"\"\"\"#.k\"kk\"\"\"#RRRRRPP.\"\"\"\"\".\"\".\"\"\"\"\"CC#\"\"\"\"\"\"\"\"\"\".\ny= 6 .\"\"#rr++++rr\"PPRRRRRRRIIIIPPIIIIRR++++++CC\"\"\"\"CC#CC.\"\"\"\"\"\"\".\ny= 8 \"\"\".rr####rr#PPRRRRRRRIIIIPPIIIIRR######CC#######CC.\"\".\"\"\"..\ny= 10 \"\"\".....#RRRRRRCC#RPPIIII#IIIIIIIIAAAAIIRRRR#RRRRRR....\"\"\"\"\"\ny= 12 ..\".....#RRRRRRCC#RPPIIII#IIIIIIIIAAAAIIRRRR#RRRRRR##..\"\"\"\"\"\ny= 14 \"\"\".++++#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#,,,#RR,,II\"\"\"\"\"\ny= 16 \"\"\"\"...k#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#===#RR==II\"\"\"\"\"\ny= 18 \"\"\"\".RRk#RRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRII\"\"\"\ny= 20 ..\"\".RR.#RRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRIIII\"\ny= 22 \"\"\"\"#RR##RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#####RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#kkk#RRRRkkk=RRII\"\"\"\ny= 26 \"RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRRRRRRRIIIIII\"\ny= 28 .RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRRRRRRRIIIIII~\ny= 30 .####RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII###\"~\ny= 32 \"\"\"\"#RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII#EEE~\ny= 34 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#EEE~\ny= 36 \"\"rr#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#\"~~~\ny= 38 \"\"rr####################################################~~~~\ny= 40 \"\"\"k=PPRRRRRRRR=IPPCCRRCC#CCRRRRRRRRRRRRRRRR############~~~~\ny= 42 \"\"\"\"=PPRRRRRRRR#IPPCCRRCC#CCRRRRRRRRRRRRRRRRIIPPIIIOOOI#~~~~\ny= 44 \"\"\"rrPPRRRRRRRRCCCCCCCCCC#CCPPkkk=RRRRRRRR+kIIPPIIIOOOI~~~~~\ny= 46 \"\"\"rr##RRRRRRRRCCCCCCCCCC#CCPP####RRRRRRRR+~+~~~~~~~~~~~~~~~\ny= 48 .RRR#RRRRFFRRRRCCCCCCCCCC#RRCCRRFFRRRR#~#~+++~~~~~~~~~~~~~~~\ny= 50 #RRR#RRRRFFRRRRCCCCCCCCCC#RRCCRRFFRRRR~~#~++\"\"~~~~~~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~~~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~+RRRSSS~~~~~~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#~~~~~RRRSSS~~~~~~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"k\"k~~~~~~~\"~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCCCCCCC#CCCC#~~~~~~~~\"\"\"~~~~~~k\"\"\"\".\"\"~~~~\ny= 62 \"\".\"IIII#IIIIIICCCCCCCCCC#CC~~~~~~~~~~~~~~~~~~~PPP\"\"\"...\"\"\"~\ny= 64 \"\"..IIII#IIIIIICCCCCC###=##~~~~~~~~~~~~~~~~~~~\"PPP\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC+~~=#~~~~~~~~~~~~~~~~PPkk\"\"\"\"kkk\"\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC##+~~=##II~\"\"kkk\"\"\"\"\"\"\"PP\"\"\"\"\".\"\"\"..\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~+~~=#III\"\"\"kkk\"\"\"\"\"\"\"kkkk\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~+~~=#IIRRR\"\"kk\"\"\"\"\"\"\"kkk\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..\"\"IIII#IIIIIICC~~~IIEE=CC\"RRII\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"..\"\".\ny= 76 \"\"\"\"#############~~~IIEE=CCk\"\"II\"\"\".\"......\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"\"\"IIII#IIIIII~~~+II#####kPPk\".\"\"\".\"\"\"..\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 80 \"\"\".IIII#IIIIII~~~riI#\"\"=#kPPk\"\"\"\"\".\"\"\"..\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 82 \"\"\"\"IIII#IIII~~~~~rr#II+=CC..\"\"..\"\".\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"..\"\"\"\ny= 84 .\"\"\"IIII#IIII~~~~\"\"#III##CC\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\".\"\"\ny= 86 ~\"\".FFII#===~~~~\"\"##IICC=\"\"\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"PP\"PP\"\ny= 88 ~\"\"\"FFII=~==~~~.\"\"#\"\"#CC==============================PP=PP=\ny= 90 ~~\"\"II#~===~~~~.\"\"#\"\"#.\"\"\"\".\"\"\"\"\".=.\"\"\"\".\"\"\".\"\"\".\"\"\"\".\",,,,,\ny= 92 \"~~~II#~===~~~~\"\"\"#.\"#\"\"\"\"\"\"\"\"\"\"\".=\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\",,,,,\ny= 94 \".~~II#~===~~~\"\"\"\"#\"\"#\"\"\"\"\"\"\".\"\"\"\"=\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"NNNNNNN\ny= 96 \".\"\"II#~==~~~~\"\"\"\"#.\"#\"...\"\"\".\"\"\"\"=\"\"\".\"\"\"\".\"\".\"\"\"\"\"\"NNNNNNN\ny= 98 \"\"\"\"###+=+++++++++#++#++++++++++++=++++++++++++++++++NNNNNNN\n\nEVENTS SINCE LAST TURN: none\nRESULTS OF YOUR LAST ACTIONS: OK tax rate set to 7% | REJECTED park at (22,74): blocked by industrial (e.g. (22,74)); bulldoze first or pick another site\nYOUR NOTES FROM LAST TURN: Cash nearly zero; tax set to 7% for the next collection. Crime hotspot around (22,74); monitor January revenue and population growth. No construction funds for zones yet.", "raw": "{\"thoughts\":\"Crime is already safely below the threshold, so the priority is restoring growth before the deadline. Set taxes to zero to encourage demand, connect several isolated zones to the power grid, and use the remaining cash on a centrally located residential zone.\",\"notes\":\"Tax 0%; cash is nearly exhausted. Check whether the newly connected northern and western zones develop and whether population rises after the January evaluation.\",\"actions\":[{\"type\":\"tax\",\"rate\":0},{\"type\":\"power_line\",\"x1\":5,\"y1\":37,\"x2\":5,\"y2\":34},{\"type\":\"power_line\",\"x1\":6,\"y1\":44,\"x2\":5,\"y2\":40},{\"type\":\"power_line\",\"x1\":8,\"y1\":3,\"x2\":8,\"y2\":2},{\"type\":\"power_line\",\"x1\":9,\"y1\":6,\"x2\":8,\"y2\":2},{\"type\":\"power_line\",\"x1\":20,\"y1\":6,\"x2\":20,\"y2\":4},{\"type\":\"zone\",\"zone\":\"residential\",\"x\":5,\"y\":34}]}", "routed_model": "openai/gpt-5.6-luna", "usage": {"prompt_tokens": 3866, "completion_tokens": 1210, "total_tokens": 5076, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 3864, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.00266024, "upstream_inference_prompt_cost": 0.00106304, "upstream_inference_completions_cost": 0.0015972}, "completion_tokens_details": {"reasoning_tokens": 969, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.00266024, "latency_s": 16.2, "thoughts": "Crime is already safely below the threshold, so the priority is restoring growth before the deadline. Set taxes to zero to encourage demand, connect several isolated zones to the power grid, and use the remaining cash on a centrally located residential zone.", "notes": "Tax 0%; cash is nearly exhausted. Check whether the newly connected northern and western zones develop and whether population rises after the January evaluation.", "actions": [{"type": "tax", "rate": 0}, {"type": "power_line", "x1": 5, "y1": 37, "x2": 5, "y2": 34}, {"type": "power_line", "x1": 6, "y1": 44, "x2": 5, "y2": 40}, {"type": "power_line", "x1": 8, "y1": 3, "x2": 8, "y2": 2}, {"type": "power_line", "x1": 9, "y1": 6, "x2": 8, "y2": 2}, {"type": "power_line", "x1": 20, "y1": 6, "x2": 20, "y2": 4}, {"type": "zone", "zone": "residential", "x": 5, "y": 34}], "actions_dropped": 0, "results": ["OK tax rate set to 0%", "OK power_line (5,37)->(5,34): 3/4 tiles ok, $18; 1 blocked by residential e.g. (5, 37)", "OK power_line (6,44)->(5,40): 5/6 tiles ok, $29; 1 blocked by residential e.g. (6, 44)", "OK power_line (8,3)->(8,2): 1/2 tiles ok, $6; 1 blocked by residential e.g. (8, 3)", "REJECTED power_line (9,6)->(8,2): 0/6 tiles ok, $0; 4 blocked by residential e.g. (9, 6); 1 blocked by road e.g. (8, 6); 1 blocked by power line e.g. (8, 2)", "OK power_line (20,6)->(20,4): 2/3 tiles ok, $12; 1 blocked by residential e.g. (20, 6)", "REJECTED residential x1: 0 placed; (5,34) not enough money"], "state": {"population_now": 4260, "funds": 160, "score": 409, "tax": 7}, "info": {"unpowered_zones": 6, "zones_r": 147, "zones_c": 64, "zones_i": 95, "free_sites": 10}, "wall_s": 296.0} {"turn": 38, "date": "Apr 1981", "model": "openai/gpt-5.6-luna", "prompt": "TASK: Detroit, 1972. Competition from overseas and other economic factors pushed the once 'automobile capital of the world' into recession. Falling land values and unemployment drove crime in the inner city to chronic levels. You have $20,000 and 10 years to reduce crime and rebuild the industrial base. GOAL: the average crime level must be under 60 when the scenario is judged in 1982 (the scenario's own rule), AND the population then must be at least 25,000, a third of 1972's 76,000. (This eval adds the population floor: without it the scenario can be 'won' by letting the city empty out, which cuts crime.)\n\nDATE: Apr 1981 (turn 38 of 40; each turn = 3 months; deadline Jan 1982)\nFUNDS: $95 tax rate 0% funding: road 0%, fire 0%, police 0%\n last January's budget: tax income $147, requested road $2,509, fire $700, police $1,800; cash flow $-4,862/yr\nPOPULATION: 3,760 now (official census 4,460, Town); residents 92, commerce 7, industry 5 (engine units)\nZONES: residential 147, commercial 64, industrial 95; unpowered zones: 6\nDEMAND (-100..+100, positive = the city wants more of it): residential -53, commercial -100, industrial -37\nCITY SCORE (re-evaluated each January, like the official census): 409 / 1000 (change -55 at the last evaluation); approval 41%; top problems (share of citizens): housing costs 12%, taxes 12%, pollution 11%, crime 4%\nAVERAGES (0-255, lower is better except land value): crime 30, pollution 52, traffic 0, land value 68\nSERVICES: coal plants 2, nuclear 3, police 18, fire stations 7, stadiums 1, seaports 1, airports 1; road tiles 2389, rail tiles 597; fires burning 2\nSCENARIO GOAL: Average crime < 60 at the deadline (now 30); population must be >= 25,000\n\nBUILDINGS (top-left; * = unpowered): coal power plant x2: (44,74) (113,32); nuclear power plant x3: (107,95) (111,95) (115,95); police station x18: (10,40) (10,43) (18,52) (26,6)* (35,40) (39,10) (47,14) (52,6) (54,79)* (56,44)* (59,3) (85,66)* (92,42) (94,63)* (97,63)* (102,31) (108,86)* (114,86)*; fire station x7: (9,86) (18,14) (18,48) (43,19) (47,31) (64,48) (98,31); stadium x1: (87,53); seaport x1: (103,42); airport x1: (69,11)\nUNPOWERED ZONES (top-left): (5,37) (6,44) (8,3) (9,6) (20,6) (36,81)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (5,31) (14,11) (51,85) (25,0) (5,52) (36,84) (5,24) (7,19) (5,55) (90,14)\nLARGE OPEN AREAS (top-left, size): (101,67) 19x19 (66,73) 16x16 (86,74) 15x15 (105,0) 15x15 (84,0) 9x9 (50,90) 8x8\nHOT SPOTS (value@tile range): crime: 204@(22-23,74-75) 199@(24-25,74-75) 198@(22-23,76-77); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15)\n\nMAP (1 char = 2x2 tiles; the char at column c, row r covers x=2c..2c+1, y=2r..2r+1).\nLegend: . empty land \" trees ~ water , rubble * fire w flood ! radiation # road = rail + power line R/C/I zones (lowercase = unpowered) E coal plant N nuclear P police F fire station S stadium O seaport A airport H hospital/church k park\n 0 10 20 30 40 50 60 70 80 90 100 110 <- x\ny= 0 .\"\"#\"\"\".\"\".\"\"\"#kk\"kk.kk\"k#k\"...\"\"\"\"\"..\"\"\"\"\"\".\"\"\"#\".\"\"\"\"\"\"\"\"\"\ny= 2 .\"\"#rr##################RRRR.PPkk\"\"\"..\"\"\"\"\"\"\"\"\"\"#\"\"\"\"\"\"\"..\"\"\ny= 4 .\"\"#rr+\"\"\"+\"\"\"#.k\"kk\"\"\"#RRRRRPP.\"\"\"\"\".\"\".\"\"\"\"\"CC#\"\"\"\"\"\"\"\"\"\".\ny= 6 .\"\"#rr++++rr\"PPRRRRRRRIIIIPPIIIIRR++++++CC\"\"\"\"CC#CC.\"\"\"\"\"\"\".\ny= 8 \"\"\".rr####rr#PPRRRRRRRIIIIPPIIIIRR######CC#######CC.\"\".\"\"\"..\ny= 10 \"\"\".....#RRRRRRCC#RPPIIII#IIIIIIIIAAAAIIRRRR#RRRRRR....\"\"\"\"\"\ny= 12 ..\".....#RRRRRRCC#RPPIIII#IIIIIIIIAAAAIIRRRR#RRRRRR##..\"\"\"\"\"\ny= 14 \"\"\".++++#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#,,,#RR,,II\"\"\"\"\"\ny= 16 \"\"\"\"...k#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#===#RR==II\"\"\"\"\"\ny= 18 \"\"\"\".RRk#RRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRII\"\"\"\ny= 20 ..\"\".RR.#RRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRIIII\"\ny= 22 \"\"\"\"#RR##RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#####RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#kkk#RRRRkkk=RRII\"\"\"\ny= 26 \"RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRRRRRRRIIIIII\"\ny= 28 .RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRRRRRRRIIIIII~\ny= 30 .####RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII###\"~\ny= 32 \"\"\"\"#RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII#EEE~\ny= 34 \"\"+\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#EEE~\ny= 36 \"\"rr#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#\"~~~\ny= 38 \"\"rr####################################################~~~~\ny= 40 \"\"+k=PPRRRRRRRR=IPPCCRRCC#CCRRRRRRRRRRRRRRRR############~~~~\ny= 42 \"\"+\"=PPRRRRRRRR#IPPCCRRCC#CCRRRRRRRRRRRRRR**IIPPIIIOOOI#~~~~\ny= 44 \"\"+rrPPRRRRRRRRCCCCCCCCCC#CCPPkkk=RRRRRRRR+kIIPPIIIOOOI~~~~~\ny= 46 \"\"\"rr##RRRRRRRRCCCCCCCCCC#CCPP####RRRRRRRR+~+~~~~~~~~~~~~~~~\ny= 48 .RRR#RRRRFFRRRRCCCCCCCCCC#RRCCRRFFRRRR#~#~+++~~~~~~~~~~~~~~~\ny= 50 #RRR#RRRRFFRRRRCCCCCCCCCC#RRCCRRFFRRRR~~#~++\"\"~~~~~~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~~~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~+RRRSSS~~~~~~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#~~~~~RRRSSS~~~~~~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"k\"k~~~~~~~\"~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCCCCCCC#CCCC#~~~~~~~~\"\"\"~~~~~~k\"\"\"\".\"\"~~~~\ny= 62 \"\".\"IIII#IIIIIICCCCCCCCCC#CC~~~~~~~~~~~~~~~~~~~PPP\"\"\"...\"\"\"~\ny= 64 \"\"..IIII#IIIIIICCCCCC###=##~~~~~~~~~~~~~~~~~~~\"PPP\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC+~~=#~~~~~~~~~~~~~~~~PPkk\"\"\"\"kkk\"\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC##+~~=##II~\"\"kkk\"\"\"\"\"\"\"PP\"\"\"\"\".\"\"\"..\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~+~~=#III\"\"\"kkk\"\"\"\"\"\"\"kkkk\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~+~~=#IIRRR\"\"kk\"\"\"\"\"\"\"kkk\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..\"\"IIII#IIIIIICC~~~IIEE=CC\"RRII\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"..\"\".\ny= 76 \"\"\"\"#############~~~IIEE=CCk\"\"II\"\"\".\"......\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"\"\"IIII#IIIIII~~~+II#####kPPk\".\"\"\".\"\"\"..\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 80 \"\"\".IIII#IIIIII~~~riI#\"\"=#kPPk\"\"\"\"\".\"\"\"..\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 82 \"\"\"\"IIII#IIII~~~~~rr#II+=CC..\"\"..\"\".\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"..\"\"\"\ny= 84 .\"\"\"IIII#IIII~~~~\"\"#III##CC\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\".\"\"\ny= 86 ~\"\".FFII#===~~~~\"\"##IICC=\"\"\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"PP\"PP\"\ny= 88 ~\"\"\"FFII=~==~~~.\"\"#\"\"#CC==============================PP=PP=\ny= 90 ~~\"\"II#~===~~~~.\"\"#\"\"#.\"\"\"\".\"\"\"\"\".=.\"\"\"\".\"\"\".\"\"\".\"\"\"\".\",,,,,\ny= 92 \"~~~II#~===~~~~\"\"\"#.\"#\"\"\"\"\"\"\"\"\"\"\".=\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\",,,,,\ny= 94 \".~~II#~===~~~\"\"\"\"#\"\"#\"\"\"\"\"\"\".\"\"\"\"=\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"NNNNNNN\ny= 96 \".\"\"II#~==~~~~\"\"\"\"#.\"#\"...\"\"\".\"\"\"\"=\"\"\".\"\"\"\".\"\".\"\"\"\"\"\"NNNNNNN\ny= 98 \"\"\"\"###+=+++++++++#++#++++++++++++=++++++++++++++++++NNNNNNN\n\nEVENTS SINCE LAST TURN: Shipwreck reported! (at 85,44) | Explosion detected! (at 85,43)\nRESULTS OF YOUR LAST ACTIONS: OK tax rate set to 0% | OK power_line (5,37)->(5,34): 3/4 tiles ok, $18; 1 blocked by residential e.g. (5, 37) | OK power_line (6,44)->(5,40): 5/6 tiles ok, $29; 1 blocked by residential e.g. (6, 44) | OK power_line (8,3)->(8,2): 1/2 tiles ok, $6; 1 blocked by residential e.g. (8, 3) | REJECTED power_line (9,6)->(8,2): 0/6 tiles ok, $0; 4 blocked by residential e.g. (9, 6); 1 blocked by road e.g. (8, 6); 1 blocked by power line e.g. (8, 2) | OK power_line (20,6)->(20,4): 2/3 tiles ok, $12; 1 blocked by residential e.g. (20, 6) | REJECTED residential x1: 0 placed; (5,34) not enough money\nYOUR NOTES FROM LAST TURN: Tax 0%; cash is nearly exhausted. Check whether the newly connected northern and western zones develop and whether population rises after the January evaluation.", "raw": "{\"thoughts\":\"Cash is nearly exhausted and there is no time for meaningful expansion, so I will prioritize powering the remaining residential pockets and clearing the reported explosion/fire area. Restore a normal tax rate to support the January evaluation without imposing a high-growth penalty.\",\"notes\":\"Two turns remain. Check whether the six unpowered zones developed, population change, fires, and January score; avoid new construction unless funds improve.\",\"actions\":[{\"type\":\"power_line\",\"x1\":4,\"y1\":37,\"x2\":4,\"y2\":34},{\"type\":\"power_line\",\"x1\":6,\"y1\":43,\"x2\":6,\"y2\":40},{\"type\":\"power_line\",\"x1\":36,\"y1\":80,\"x2\":36,\"y2\":78},{\"type\":\"bulldoze\",\"x\":85,\"y\":43,\"w\":2,\"h\":2},{\"type\":\"tax\",\"rate\":7}]}", "routed_model": "openai/gpt-5.6-luna", "usage": {"prompt_tokens": 4078, "completion_tokens": 713, "total_tokens": 4791, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 4076, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.0020625, "upstream_inference_prompt_cost": 0.00112134, "upstream_inference_completions_cost": 0.00094116}, "completion_tokens_details": {"reasoning_tokens": 516, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.0020625, "latency_s": 12.81, "thoughts": "Cash is nearly exhausted and there is no time for meaningful expansion, so I will prioritize powering the remaining residential pockets and clearing the reported explosion/fire area. Restore a normal tax rate to support the January evaluation without imposing a high-growth penalty.", "notes": "Two turns remain. Check whether the six unpowered zones developed, population change, fires, and January score; avoid new construction unless funds improve.", "actions": [{"type": "power_line", "x1": 4, "y1": 37, "x2": 4, "y2": 34}, {"type": "power_line", "x1": 6, "y1": 43, "x2": 6, "y2": 40}, {"type": "power_line", "x1": 36, "y1": 80, "x2": 36, "y2": 78}, {"type": "bulldoze", "x": 85, "y": 43, "w": 2, "h": 2}, {"type": "tax", "rate": 7}], "actions_dropped": 0, "results": ["OK power_line (4,37)->(4,34): 4/4 tiles ok, $23", "OK power_line (6,43)->(6,40): 4/4 tiles ok, $22", "OK power_line (36,80)->(36,78): 1/3 tiles ok, $25; 2 blocked by power line e.g. (36, 80)", "OK bulldoze (85,43) 2x2: 3 tiles cleared, $3", "OK tax rate set to 7%"], "state": {"population_now": 3760, "funds": 95, "score": 409, "tax": 0}, "info": {"unpowered_zones": 6, "zones_r": 147, "zones_c": 64, "zones_i": 95, "free_sites": 10}, "wall_s": 309.0} {"turn": 39, "date": "Jul 1981", "model": "openai/gpt-5.6-luna", "prompt": "TASK: Detroit, 1972. Competition from overseas and other economic factors pushed the once 'automobile capital of the world' into recession. Falling land values and unemployment drove crime in the inner city to chronic levels. You have $20,000 and 10 years to reduce crime and rebuild the industrial base. GOAL: the average crime level must be under 60 when the scenario is judged in 1982 (the scenario's own rule), AND the population then must be at least 25,000, a third of 1972's 76,000. (This eval adds the population floor: without it the scenario can be 'won' by letting the city empty out, which cuts crime.)\n\nDATE: Jul 1981 (turn 39 of 40; each turn = 3 months; deadline Jan 1982)\nFUNDS: $22 tax rate 7% funding: road 0%, fire 0%, police 0%\n last January's budget: tax income $147, requested road $2,509, fire $700, police $1,800; cash flow $-4,862/yr\nPOPULATION: 4,260 now (official census 4,460, Town); residents 109, commerce 6, industry 7 (engine units)\nZONES: residential 147, commercial 64, industrial 95; unpowered zones: 5\nDEMAND (-100..+100, positive = the city wants more of it): residential -32, commercial -92, industrial -9\nCITY SCORE (re-evaluated each January, like the official census): 409 / 1000 (change -55 at the last evaluation); approval 41%; top problems (share of citizens): housing costs 12%, taxes 12%, pollution 11%, crime 4%\nAVERAGES (0-255, lower is better except land value): crime 30, pollution 52, traffic 0, land value 68\nSERVICES: coal plants 2, nuclear 3, police 18, fire stations 7, stadiums 1, seaports 1, airports 1; road tiles 2378, rail tiles 597; fires burning 2\nSCENARIO GOAL: Average crime < 60 at the deadline (now 30); population must be >= 25,000\n\nBUILDINGS (top-left; * = unpowered): coal power plant x2: (44,74) (113,32); nuclear power plant x3: (107,95) (111,95) (115,95); police station x18: (10,40) (10,43) (18,52) (26,6)* (35,40) (39,10) (47,14) (52,6) (54,79)* (56,44)* (59,3) (85,66)* (92,42) (94,63)* (97,63)* (102,31) (108,86)* (114,86)*; fire station x7: (9,86) (18,14) (18,48) (43,19) (47,31) (64,48) (98,31); stadium x1: (87,53); seaport x1: (103,42); airport x1: (69,11)\nUNPOWERED ZONES (top-left): (5,37) (6,44) (8,3) (9,6) (20,6)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (5,31) (14,11) (51,85) (25,0) (5,52) (36,84) (5,24) (7,19) (5,55) (90,14)\nLARGE OPEN AREAS (top-left, size): (101,67) 19x19 (68,73) 16x16 (85,74) 15x15 (105,0) 15x15 (84,0) 9x9 (59,78) 9x9\nHOT SPOTS (value@tile range): crime: 204@(22-23,74-75) 199@(24-25,74-75) 198@(22-23,76-77); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15)\n\nMAP (1 char = 2x2 tiles; the char at column c, row r covers x=2c..2c+1, y=2r..2r+1).\nLegend: . empty land \" trees ~ water , rubble * fire w flood ! radiation # road = rail + power line R/C/I zones (lowercase = unpowered) E coal plant N nuclear P police F fire station S stadium O seaport A airport H hospital/church k park\n 0 10 20 30 40 50 60 70 80 90 100 110 <- x\ny= 0 .\"\"#\"\"\".\"\".\"\"\"#kk\"kk.kk\"k#k\"...\"\"\"\"\"..\"\"\"\"\"\".\"\"\"#\".\"\"\"\"\"\"\"\"\"\ny= 2 .\"\"#rr##################RRRR.PPkk\"\"\"..\"\"\"\"\"\"\"\"\"\"#\"\"\"\"\"\"\"..\"\"\ny= 4 .\"\"#rr+\"\"\"+\"\"\"#.k\"kk\"\"\"#RRRRRPP.\"\"\"\"\".\"\".\"\"\"\"\"CC#\"\"\"\"\"\"\"\"\"\".\ny= 6 .\"\"#rr++++rr\"PPRRRRRRRIIIIPPIIIIRR++++++CC\"\"\"\"CC#CC.\"\"\"\"\"\"\".\ny= 8 \"\"\".rr####rr#PPRRRRRRRIIIIPPIIIIRR######CC#######CC.\"\".\"\"\"..\ny= 10 \"\"\".....#RRRRRRCC#RPPIIII#IIIIIIIIAAAAIIRRRR#RRRRRR....\"\"\"\"\"\ny= 12 ..\".....#RRRRRRCC#RPPIIII#IIIIIIIIAAAAIIRRRR#RRRRRR##..\"\"\"\"\"\ny= 14 \"\"\".++++#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#,,,#RR,,II\"\"\"\"\"\ny= 16 \"\"\"\"...k#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#===#RR==II\"\"\"\"\"\ny= 18 \"\"\"\".RRk#RRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRII\"\"\"\ny= 20 ..\"\".RR.#RRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRIIII\"\ny= 22 \"\"\"\"#RR##RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#####RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#kkk#RRRRkkk=RRII\"\"\"\ny= 26 \"RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRRRRRRRIIIIII\"\ny= 28 .RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRRRRRRRIIIIII~\ny= 30 .####RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII###\"~\ny= 32 \"\"\"\"#RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII#EEE~\ny= 34 \"\"+\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#EEE~\ny= 36 \"\"rr#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#\"~~~\ny= 38 \"\"rr####################################################~~~~\ny= 40 \"\"++=PPRRRRRRRR=IPPCCRRCC#CCRRRRRRRRRRRRRRRR############~~~~\ny= 42 \"\"++=PPRRRRRRRR#IPPCCRRCC#CCRRRRRRRRRRRRRRR*IIPPIIIOOOI#~~~~\ny= 44 \"\"+rrPPRRRRRRRRCCCCCCCCCC#CCPPkkk=RRRRRRRR+kIIPPIIIOOOI~~~~~\ny= 46 \"\"\"rr##RRRRRRRRCCCCCCCCCC#CCPP####RRRRRRRR+~+~~~~~~~~~~~~~~~\ny= 48 .RRR#RRRRFFRRRRCCCCCCCCCC#RRCCRRFFRRRR#~#~+++~~~~~~~~~~~~~~~\ny= 50 #RRR#RRRRFFRRRRCCCCCCCCCC#RRCCRRFFRRRR~~#~++\"\"~~~~~~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~~~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~+RRRSSS~~~~~~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#~~~~~RRRSSS~~~~~~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"k\"k~~~~~~~\"~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCCCCCCC#CCCC#~~~~~~~~\"\"\"~~~~~~k\"\"\"\".\"\"~~~~\ny= 62 \"\".\"IIII#IIIIIICCCCCCCCCC#CC~~~~~~~~~~~~~~~~~~~PPP\"\"\"...\"\"\"~\ny= 64 \"\"..IIII#IIIIIICCCCCC###=##~~~~~~~~~~~~~~~~~~~\"PPP\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC+~~=#~~~~~~~~~~~~~~~~PPkk\"\"\"\"kkk\"\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC##+~~=##II~\"\"kkk\"\"\"\"\"\"\"PP\"\"\"\"\".\"\"\"..\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~+~~=#III\"\"\"kkk\"\"\"\"\"\"\"kkkk\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~+~~=#IIRRR\"\"kk\"\"\"\"\"\"\"kkk\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..\"\"IIII#IIIIIICC~~~IIEE=CC\"RRII\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"..\"\".\ny= 76 \"\"\"\"#############~~~IIEE=CCk\"\"II\"\"\".\"......\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"\"\"IIII#IIIIII~~~+II#####kPPk\".\"\"\".\"\"\"..\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 80 \"\"\".IIII#IIIIII~~~RII#\"\"=#kPPk\"\"\"\"\".\"\"\"..\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 82 \"\"\"\"IIII#IIII~~~~~RR#II+=CC..\"\"..\"\".\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"..\"\"\"\ny= 84 .\"\"\"IIII#IIII~~~~\"\"#III##CC\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\".\"\"\ny= 86 ~\"\".FFII#===~~~~\"\"##IICC=\"\"\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"PP\"PP\"\ny= 88 ~\"\"\"FFII=~==~~~.\"\"#\"\"#CC==============================PP=PP=\ny= 90 ~~\"\"II#~===~~~~.\"\"#\"\"#.\"\"\"\".\"\"\"\"\".=.\"\"\"\".\"\"\".\"\"\".\"\"\"\".\",,,,,\ny= 92 \"~~~II#~===~~~~\"\"\"#.\"#\"\"\"\"\"\"\"\"\"\"\".=\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\",,,,,\ny= 94 \".~~II#~===~~~\"\"\"\"#\"\"#\"\"\"\"\"\"\".\"\"\"\"=\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"NNNNNNN\ny= 96 \".\"\"II#~==~~~~\"\"\"\"#.\"#\"...\"\"\".\"\"\"\"=\"\"\".\"\"\"\".\"\".\"\"\"\"\"\"NNNNNNN\ny= 98 \"\"\"\"###+=+++++++++#++#++++++++++++=++++++++++++++++++NNNNNNN\n\nEVENTS SINCE LAST TURN: none\nRESULTS OF YOUR LAST ACTIONS: OK power_line (4,37)->(4,34): 4/4 tiles ok, $23 | OK power_line (6,43)->(6,40): 4/4 tiles ok, $22 | OK power_line (36,80)->(36,78): 1/3 tiles ok, $25; 2 blocked by power line e.g. (36, 80) | OK bulldoze (85,43) 2x2: 3 tiles cleared, $3 | OK tax rate set to 7%\nYOUR NOTES FROM LAST TURN: Two turns remain. Check whether the six unpowered zones developed, population change, fires, and January score; avoid new construction unless funds improve.", "raw": "{\"thoughts\":\"Population is far below the required floor, so the only plausible short-term gain is powering an unpowered residential zone and eliminating taxes to maximize growth before the final census. Funds allow one small power extension; prioritize the nearby zone at (6,44).\",\"notes\":\"Final turn next; check whether (6,44) powered and whether population rises. Cash is nearly exhausted; avoid construction and keep crime below 60.\",\"actions\":[{\"type\":\"road\",\"x1\":6,\"y1\":43,\"x2\":6,\"y2\":47},{\"type\":\"power_line\",\"x1\":6,\"y1\":43,\"x2\":6,\"y2\":47},{\"type\":\"tax\",\"rate\":0}]}", "routed_model": "openai/gpt-5.6-luna", "usage": {"prompt_tokens": 3919, "completion_tokens": 602, "total_tokens": 4521, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 3917, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.001872255, "upstream_inference_prompt_cost": 0.001077615, "upstream_inference_completions_cost": 0.00079464}, "completion_tokens_details": {"reasoning_tokens": 447, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.001872255, "latency_s": 6.51, "thoughts": "Population is far below the required floor, so the only plausible short-term gain is powering an unpowered residential zone and eliminating taxes to maximize growth before the final census. Funds allow one small power extension; prioritize the nearby zone at (6,44).", "notes": "Final turn next; check whether (6,44) powered and whether population rises. Cash is nearly exhausted; avoid construction and keep crime below 60.", "actions": [{"type": "road", "x1": 6, "y1": 43, "x2": 6, "y2": 47}, {"type": "power_line", "x1": 6, "y1": 43, "x2": 6, "y2": 47}, {"type": "tax", "rate": 0}], "actions_dropped": 0, "results": ["OK road (6,43)->(6,47): 1/5 tiles ok, $11; 1 blocked by power line e.g. (6, 43); 3 blocked by residential e.g. (6, 44)", "OK power_line (6,43)->(6,47): 1/5 tiles ok, $5; 1 blocked by power line e.g. (6, 43); 3 blocked by residential e.g. (6, 44)", "OK tax rate set to 0%"], "state": {"population_now": 4260, "funds": 22, "score": 409, "tax": 7}, "info": {"unpowered_zones": 5, "zones_r": 147, "zones_c": 64, "zones_i": 95, "free_sites": 10}, "wall_s": 315.7} {"turn": 40, "date": "Oct 1981", "model": "openai/gpt-5.6-luna", "prompt": "TASK: Detroit, 1972. Competition from overseas and other economic factors pushed the once 'automobile capital of the world' into recession. Falling land values and unemployment drove crime in the inner city to chronic levels. You have $20,000 and 10 years to reduce crime and rebuild the industrial base. GOAL: the average crime level must be under 60 when the scenario is judged in 1982 (the scenario's own rule), AND the population then must be at least 25,000, a third of 1972's 76,000. (This eval adds the population floor: without it the scenario can be 'won' by letting the city empty out, which cuts crime.)\n\nDATE: Oct 1981 (turn 40 of 40; each turn = 3 months; deadline Jan 1982)\nFUNDS: $6 tax rate 0% funding: road 0%, fire 0%, police 0%\n last January's budget: tax income $147, requested road $2,509, fire $700, police $1,800; cash flow $-4,862/yr\nPOPULATION: 9,340 now (official census 4,460, Town); residents 155, commerce 18, industry 21 (engine units)\nZONES: residential 146, commercial 64, industrial 95; unpowered zones: 3\nDEMAND (-100..+100, positive = the city wants more of it): residential +50, commercial +33, industrial +99\nCITY SCORE (re-evaluated each January, like the official census): 409 / 1000 (change -55 at the last evaluation); approval 41%; top problems (share of citizens): housing costs 12%, taxes 12%, pollution 11%, crime 4%\nAVERAGES (0-255, lower is better except land value): crime 30, pollution 48, traffic 0, land value 68\nSERVICES: coal plants 2, nuclear 3, police 18, fire stations 7, stadiums 1, seaports 1, airports 1; road tiles 2389, rail tiles 597; fires burning 3\nSCENARIO GOAL: Average crime < 60 at the deadline (now 30); population must be >= 25,000\n\nBUILDINGS (top-left; * = unpowered): coal power plant x2: (44,74) (113,32); nuclear power plant x3: (107,95) (111,95) (115,95); police station x18: (10,40) (10,43) (18,52) (26,6)* (35,40) (39,10) (47,14) (52,6) (54,79)* (56,44)* (59,3) (85,66)* (92,42) (94,63)* (97,63)* (102,31) (108,86)* (114,86)*; fire station x7: (9,86) (18,14) (18,48) (43,19) (47,31) (64,48) (98,31); stadium x1: (87,53); seaport x1: (103,42); airport x1: (69,11)\nUNPOWERED ZONES (top-left): (8,3) (9,6) (20,6)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (5,31) (14,11) (51,85) (25,0) (5,52) (3,45) (36,84) (5,24) (7,19) (5,55)\nLARGE OPEN AREAS (top-left, size): (101,67) 19x19 (68,73) 16x16 (85,74) 15x15 (105,0) 15x15 (84,0) 9x9 (59,78) 9x9\nHOT SPOTS (value@tile range): crime: 181@(78-79,22-23) 178@(78-79,24-25) 178@(22-23,74-75); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15)\n\nMAP (1 char = 2x2 tiles; the char at column c, row r covers x=2c..2c+1, y=2r..2r+1).\nLegend: . empty land \" trees ~ water , rubble * fire w flood ! radiation # road = rail + power line R/C/I zones (lowercase = unpowered) E coal plant N nuclear P police F fire station S stadium O seaport A airport H hospital/church k park\n 0 10 20 30 40 50 60 70 80 90 100 110 <- x\ny= 0 .\"\"#\"\"\".\"\".\"\"\"#kk\"kk.kk\"k#k\"...\"\"\"\"\"..\"\"\"\"\"\".\"\"\"#\".\"\"\"\"\"\"\"\"\"\ny= 2 .\"\"#rr##################RRRR.PPkk\"\"\"..\"\"\"\"\"\"\"\"\"\"#\"\"\"\"\"\"\"..\"\"\ny= 4 .\"\"#rr+\"\"\"+\"\"\"#.k\"kk\"\"\"#RRRRRPP.\"\"\"\"\".\"\".\"\"\"\"\"CC#\"\"\"\"\"\"\"\"\"\".\ny= 6 .\"\"#rr++++rr\"PPRRRRRRRIIIIPPIIIIRR++++++CC\"\"\"\"CC#CC.\"\"\"\"\"\"\".\ny= 8 \"\"\".rr####rr#PPRRRRRRRIIIIPPIIIIRR######CC#######CC.\"\".\"\"\"..\ny= 10 \"\"\".....#RRRRRRCC#RPPIIII#IIIIIIIIAAAAIIRRRR#RRRRRR....\"\"\"\"\"\ny= 12 ..\".....#RRRRRRCC#RPPIIII#IIIIIIIIAAAAIIRRRR#RRRRRR##..\"\"\"\"\"\ny= 14 \"\"\".++++#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#,,,#RR,,II\"\"\"\"\"\ny= 16 \"\"\"\"...k#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#===#RR==II\"\"\"\"\"\ny= 18 \"\"\"\".RRk#RRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRII\"\"\"\ny= 20 ..\"\".RR.#RRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRIIII\"\ny= 22 \"\"\"\"#RR##RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#####RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#kkk#RRRRkkk=RRII\"\"\"\ny= 26 \"RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRRRRRRRIIIIII\"\ny= 28 .RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRRRRRRRIIIIII~\ny= 30 .####RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII###\"~\ny= 32 \"\"\"\"#RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII#EEE~\ny= 34 \"\"+\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#EEE~\ny= 36 \"\"RR#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#\"~~~\ny= 38 \"\"RR####################################################~~~~\ny= 40 \"\"++=PPRRRRRRRR=IPPCCRRCC#CCRRRRRRRRRRRRRRR*############~~~~\ny= 42 \"\"++=PPRRRRRRRR#IPPCCRRCC#CCRRRRRRRRRRRRRRR*IIPPIIIOOOI#~~~~\ny= 44 \"\"+RRPPRRRRRRRRCCCCCCCCCC#CCPPkkk=RRRRRRRR+kIIPPIIIOOOI~~~~~\ny= 46 \"\"\"RR##RRRRRRRRCCCCCCCCCC#CCPP####RRRRRRRR+~+~~~~~~~~~~~~~~~\ny= 48 .RRR#RRRRFFRRRRCCCCCCCCCC#RRCCRRFFRRRR#~#~+++~~~~~~~~~~~~~~~\ny= 50 #RRR#RRRRFFRRRRCCCCCCCCCC#RRCCRRFFRRRR~~#~++\"\"~~~~~~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~~~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~+RRRSSS~~~~~~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#~~~~~RRRSSS~~~~~~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"k\"k~~~~~~~\"~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCCCCCCC#CCCC#~~~~~~~~\"\"\"~~~~~~k\"\"\"\".\"\"~~~~\ny= 62 \"\".\"IIII#IIIIIICCCCCCCCCC#CC~~~~~~~~~~~~~~~~~~~PPP\"\"\"...\"\"\"~\ny= 64 \"\"..IIII#IIIIIICCCCCC###=##~~~~~~~~~~~~~~~~~~~\"PPP\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC+~~=#~~~~~~~~~~~~~~~~PPkk\"\"\"\"kkk\"\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC##+~~=##II~\"\"kkk\"\"\"\"\"\"\"PP\"\"\"\"\".\"\"\"..\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~+~~=#III\"\"\"kkk\"\"\"\"\"\"\"kkkk\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~+~~=#IIRRR\"\"kk\"\"\"\"\"\"\"kkk\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..\"\"IIII#IIIIIICC~~~IIEE=CC\"RRII\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"..\"\".\ny= 76 \"\"\"\"#############~~~IIEE=CCk\"\"II\"\"\".\"......\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"\"\"IIII#IIIIII~~~+II#####kPPk\".\"\"\".\"\"\"..\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 80 \"\"\".IIII#IIIIII~~~RII#\"\"=#kPPk\"\"\"\"\".\"\"\"..\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 82 \"\"\"\"IIII#IIII~~~~~RR#II+=CC..\"\"..\"\".\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"..\"\"\"\ny= 84 .\"\"\"IIII#IIII~~~~\"\"#III##CC\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\".\"\"\ny= 86 ~\"\".FFII#===~~~~\"\"##IICC=\"\"\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"PP\"PP\"\ny= 88 ~\"\"\"FFII=~==~~~.\"\"#\"\"#CC==============================PP=PP=\ny= 90 ~~\"\"II#~===~~~~.\"\"#\"\"#.\"\"\"\".\"\"\"\"\".=.\"\"\"\".\"\"\".\"\"\".\"\"\"\".\",,,,,\ny= 92 \"~~~II#~===~~~~\"\"\"#.\"#\"\"\"\"\"\"\"\"\"\"\".=\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\",,,,,\ny= 94 \".~~II#~===~~~\"\"\"\"#\"\"#\"\"\"\"\"\"\".\"\"\"\"=\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"NNNNNNN\ny= 96 \".\"\"II#~==~~~~\"\"\"\"#.\"#\"...\"\"\".\"\"\"\"=\"\"\".\"\"\"\".\"\".\"\"\"\"\"\"NNNNNNN\ny= 98 \"\"\"\"###+=+++++++++#++#++++++++++++=++++++++++++++++++NNNNNNN\n\nEVENTS SINCE LAST TURN: none\nRESULTS OF YOUR LAST ACTIONS: OK road (6,43)->(6,47): 1/5 tiles ok, $11; 1 blocked by power line e.g. (6, 43); 3 blocked by residential e.g. (6, 44) | OK power_line (6,43)->(6,47): 1/5 tiles ok, $5; 1 blocked by power line e.g. (6, 43); 3 blocked by residential e.g. (6, 44) | OK tax rate set to 0%\nYOUR NOTES FROM LAST TURN: Final turn next; check whether (6,44) powered and whether population rises. Cash is nearly exhausted; avoid construction and keep crime below 60.", "raw": "{\"thoughts\":\"Crime is already safely below the threshold, but the population floor cannot realistically be reached in the final three months with only $6. Preserve the remaining cash and avoid destabilizing the city before the January evaluation.\",\"notes\":\"Final turn: crime 30, population 9,340, funds $6. No construction; keep taxes at 0% and existing services unchanged.\",\"actions\":[{\"type\":\"tax\",\"rate\":0}]}", "routed_model": "openai/gpt-5.6-luna", "usage": {"prompt_tokens": 3911, "completion_tokens": 612, "total_tokens": 4523, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 3909, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.001883255, "upstream_inference_prompt_cost": 0.001075415, "upstream_inference_completions_cost": 0.00080784}, "completion_tokens_details": {"reasoning_tokens": 516, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.001883255, "latency_s": 6.43, "thoughts": "Crime is already safely below the threshold, but the population floor cannot realistically be reached in the final three months with only $6. Preserve the remaining cash and avoid destabilizing the city before the January evaluation.", "notes": "Final turn: crime 30, population 9,340, funds $6. No construction; keep taxes at 0% and existing services unchanged.", "actions": [{"type": "tax", "rate": 0}], "actions_dropped": 0, "results": ["OK tax rate set to 0%"], "state": {"population_now": 9340, "funds": 6, "score": 409, "tax": 0}, "info": {"unpowered_zones": 3, "zones_r": 146, "zones_c": 64, "zones_i": 95, "free_sites": 10}, "wall_s": 322.2}