{"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: 1\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 67, 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)\nUNPOWERED ZONES (top-left): (60,52)\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: 240@(72-73,32-33) 240@(72-73,30-31) 200@(72-73,34-35)\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\"\"\"\"\"\"\"\"#\"\"\"\"\".\"\"\"\"#\"\".\".\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"#\"\"\"\"\"\"\"..\"\"\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 dangerously high and concentrated in the southeast, so I will add police coverage while preserving enough investment for growth. I will power the lone unpowered zone, add a balanced mix of residential, commercial, and industrial zones at road-served sites, and use parks to improve land value without raising taxes.\",\"notes\":\"Prioritize checking crime and population after the next January evaluation. Police added near central neighborhoods; expand industrial employment and residential growth while watching power capacity and cash.\",\"actions\":[{\"type\":\"build\",\"what\":\"police\",\"x\":56,\"y\":44},{\"type\":\"build\",\"what\":\"police\",\"x\":52,\"y\":48},{\"type\":\"power_line\",\"x1\":58,\"y1\":52,\"x2\":60,\"y2\":52},{\"type\":\"zone\",\"zone\":\"residential\",\"x\":35,\"y\":40,\"count\":2,\"dir\":\"east\"},{\"type\":\"zone\",\"zone\":\"residential\",\"x\":39,\"y\":10,\"count\":2,\"dir\":\"east\"},{\"type\":\"zone\",\"zone\":\"commercial\",\"x\":36,\"y\":10,\"count\":2,\"dir\":\"east\"},{\"type\":\"zone\",\"zone\":\"industrial\",\"x\":56,\"y\":72,\"count\":2,\"dir\":\"east\"},{\"type\":\"zone\",\"zone\":\"industrial\",\"x\":48,\"y\":6,\"count\":2,\"dir\":\"east\"},{\"type\":\"build\",\"what\":\"park\",\"x\":58,\"y\":44},{\"type\":\"build\",\"what\":\"park\",\"x\":55,\"y\":47},{\"type\":\"build\",\"what\":\"park\",\"x\":41,\"y\":40},{\"type\":\"build\",\"what\":\"park\",\"x\":45,\"y\":10},{\"type\":\"funding\",\"road\":100,\"fire\":100,\"police\":100},{\"type\":\"tax\",\"rate\":7},{\"type\":\"zoom\",\"x\":44,\"y\":40}]}", "routed_model": "openai/gpt-5.6-luna", "usage": {"prompt_tokens": 3648, "completion_tokens": 833, "total_tokens": 4481, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 3646, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.00210265, "upstream_inference_prompt_cost": 0.00100309, "upstream_inference_completions_cost": 0.00109956}, "completion_tokens_details": {"reasoning_tokens": 442, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.00210265, "latency_s": 7.5, "thoughts": "Crime is dangerously high and concentrated in the southeast, so I will add police coverage while preserving enough investment for growth. I will power the lone unpowered zone, add a balanced mix of residential, commercial, and industrial zones at road-served sites, and use parks to improve land value without raising taxes.", "notes": "Prioritize checking crime and population after the next January evaluation. Police added near central neighborhoods; expand industrial employment and residential growth while watching power capacity and cash.", "actions": [{"type": "build", "what": "police", "x": 56, "y": 44}, {"type": "build", "what": "police", "x": 52, "y": 48}, {"type": "power_line", "x1": 58, "y1": 52, "x2": 60, "y2": 52}, {"type": "zone", "zone": "residential", "x": 35, "y": 40, "count": 2, "dir": "east"}, {"type": "zone", "zone": "residential", "x": 39, "y": 10, "count": 2, "dir": "east"}, {"type": "zone", "zone": "commercial", "x": 36, "y": 10, "count": 2, "dir": "east"}, {"type": "zone", "zone": "industrial", "x": 56, "y": 72, "count": 2, "dir": "east"}, {"type": "zone", "zone": "industrial", "x": 48, "y": 6, "count": 2, "dir": "east"}, {"type": "build", "what": "park", "x": 58, "y": 44}, {"type": "build", "what": "park", "x": 55, "y": 47}, {"type": "build", "what": "park", "x": 41, "y": 40}, {"type": "build", "what": "park", "x": 45, "y": 10}, {"type": "funding", "road": 100, "fire": 100, "police": 100}, {"type": "tax", "rate": 7}, {"type": "zoom", "x": 44, "y": 40}], "actions_dropped": 0, "results": ["OK police at (56,44): ok", "OK police at (52,48): ok", "OK power_line (58,52)->(60,52): 1/3 tiles ok, $5; 1 blocked by commercial e.g. (58, 52); 1 blocked by residential e.g. (60, 52)", "OK residential x2: 1 placed; (35,40) ok, (38,40) blocked by road, commercial (e.g. (38,40)); bulldoze first or pick another site", "OK residential x2: 1 placed; (39,10) ok, (42,10) blocked by road, industrial (e.g. (42,10)); bulldoze first or pick another site", "OK commercial x2: 1 placed; (36,10) ok, (39,10) blocked by residential (e.g. (39,10)); bulldoze first or pick another site", "OK industrial x2: 2 placed; (56,72) ok, (59,72) ok", "OK industrial x2: 1 placed; (48,6) ok, (51,6) blocked by road (e.g. (51,6)); bulldoze first or pick another site", "REJECTED park at (58,44): blocked by police station (e.g. (58,44)); bulldoze first or pick another site", "REJECTED park at (55,47): blocked by road (e.g. (55,47)); bulldoze first or pick another site", "REJECTED park at (41,40): blocked by commercial (e.g. (41,40)); bulldoze first or pick another site", "REJECTED park at (45,10): blocked by industrial (e.g. (45,10)); 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 (44,40) next turn"], "state": {"population_now": 76160, "funds": 20000, "score": 285, "tax": 7}, "info": {"unpowered_zones": 1, "zones_r": 121, "zones_c": 64, "zones_i": 92, "free_sites": 10}, "wall_s": 7.5} {"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: $18,344 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: 73,380 now (official census 76,160, Capital); residents 1461, commerce 107, industry 169 (engine units)\nZONES: residential 123, commercial 65, industrial 95; unpowered zones: 5\nDEMAND (-100..+100, positive = the city wants more of it): residential +65, commercial -25, industrial +7\nCITY SCORE (re-evaluated each January, like the official census): 539 / 1000 (change +254 at the last evaluation); approval 65%; top problems (share of citizens): crime 26%, pollution 12%, taxes 11%, traffic 3%\nAVERAGES (0-255, lower is better except land value): crime 92, pollution 67, traffic 4, land value 14\nSERVICES: coal plants 2, nuclear 3, police 5, fire stations 7, stadiums 1, seaports 1, airports 1; road tiles 2418, 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 x5: (18,52) (47,14) (52,48)* (56,44)* (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)\nUNPOWERED ZONES (top-left): (8,3) (9,6) (36,10) (39,10) (48,6)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (32,40) (52,6) (45,6) (80,55) (39,7) (42,6) (35,7) (56,4) (64,6) (48,3)\nLARGE OPEN AREAS (top-left, size): (94,63) 26x26 (68,67) 22x22 (105,0) 15x15 (54,75) 14x14 (0,10) 10x10 (16,0) 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: 206@(80-81,42-43) 206@(72-73,30-31) 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\"\"\"\"\"\".ii.\"IIII\"\"\"\"..\"\"CC\"\"\"\"CC#CC.\"\"\"\"\"\"\".\ny= 8 \"\"\".rr#########RR#..\"###ii##IIII########CC#######CC.\"\".\"\"\"..\ny= 10 \"\"\".....#RRRRHHCC#ccrIIII#IIIIIIIIAAAAIIRRRR#RRRRRR....\"\"\"\"\"\ny= 12 ..\".....#RRRRHHCC#ccrIIII#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=,RRCCRRCC#CCRRRRRRRRRRRRRRRR############~~~~\ny= 42 \"\"\"\"=.#RRRRRRRR##RRCCRRCC#CCRRRRRRRRRRRRRRRRIIIIIIIOOOI#~~~~\ny= 44 \"\"\"\"=.#RRRRRRRRCCCCCCCCCC#CCPPkkk=RRRRRRRR#kIIIIIIIOOOI~~~~~\ny= 46 \"\"\"\"###RRRRRRRRCCCCCCCCCC#CCPP####RRRRRRRR~~+~~~~~~~~~~~~~~~\ny= 48 .RRR#RRHHFFRRHHCCCCCCCCCC#PPCCRRFFRRRR#~#~~++~~~~~~~~~~~~~~~\ny= 50 #RRR#RRHHFFRRHHCCCCCCCCCC#PPCCRRFFRRRR~~#~~+\"\"~~~~~~~~~~~~~~\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##~~+~~=#IIIII\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..\"\"IIII#IIIIIICC~~~IIEE=CC\"III\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"..\"\".\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\nZOOM (full resolution, 1 char = 1 tile, top-left (44,40)):\n 5 6 7 8 \n 4567890123456789012345678901234567890123\ny= 40 RR#CCC=#CCC#RRR#RRR#RRR=#RRR#RRR#RRR#RRR\ny= 41 RR#CCC=#CCC#RRR#RRR#RRR=#RRR#RRR#RRR#RRR\ny= 42 RR#CCC=#CCC#RRR#RRR#RRR=#RRR#RRR#RRR#RRR\ny= 43 ########################################\ny= 44 CC#CCC=#CCC#PPP#kkkkkkk=#RRR#RRR#RRR#RRR\ny= 45 CC#CCC=#CCC#PPP#kkkkkkk=#RRR#RRR#RRR#RRR\ny= 46 CC#CCC=#CCC#PPP#kkkkkkk=#RRR#RRR#RRR#RRR\ny= 47 #####################################~~~\ny= 48 CC#CCC=#PPP#CCC#RRR#FFF=#RRR#RRR#.~~#~~~\ny= 49 CC#CCC=#PPP#CCC#RRR#FFF=#RRR#RRR#~~~#~~~\ny= 50 CC#CCC=#PPP#CCC#RRR#FFF=#RRR#RRR~~~~#~~~\ny= 51 ##############################~~~~~~#~~~\ny= 52 RR#CCC=#CCC#CCC#RRR#RRR=#RRR.~~~~~~~#~~~\ny= 53 RR#CCC=#CCC#CCC#RRR#RRR=#RRR~~~~~~~~#~..\ny= 54 RR#CCC=#CCC#CCC#RRR#RRR=#RRR~~~~~~~~####\ny= 55 ##########################~~~~~~~~~~\"\"\"\"\ny= 56 CC#CCC=+CCC#CCC#kkk#RRR=#~~~~~~~~~~\"\"\"\"\"\ny= 57 CC#CCC==CCC#CCC#RRR#RRR=~~~~~~~~..\"\"\"\"\"\"\ny= 58 CC#CCCk=CCC#CCC#RRR#RRR~~~~~~~~~..\"\"\"\"\"\"\ny= 59 ############CCC#RRR#~~~~~~~~~~~.~~\"\"\"\"\"\"\ny= 60 =#====#=CCC#CCC###~~~~~~~~~~~~.~~~\"\"\"\"\"\"\ny= 61 C#CCC=##CCC#CCC.~~~~~~~~~~~~~.~~~~\"\"\"\"\"\"\ny= 62 C#CCC=##CCC#~~~~~~~~~~~~~~~~......\"\"\"\"\"~\ny= 63 C#CCC=###~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~\ny= 64 ###~~=~#~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~\n\nEVENTS SINCE LAST TURN: Heavy traffic reported. (at 69,36)\nRESULTS OF YOUR LAST ACTIONS: OK police at (56,44): ok | OK police at (52,48): ok | OK power_line (58,52)->(60,52): 1/3 tiles ok, $5; 1 blocked by commercial e.g. (58, 52); 1 blocked by residential e.g. (60, 52) | OK residential x2: 1 placed; (35,40) ok, (38,40) blocked by road, commercial (e.g. (38,40)); bulldoze first or pick another site | OK residential x2: 1 placed; (39,10) ok, (42,10) blocked by road, industrial (e.g. (42,10)); bulldoze first or pick another site | OK commercial x2: 1 placed; (36,10) ok, (39,10) blocked by residential (e.g. (39,10)); bulldoze first or pick another site | OK industrial x2: 2 placed; (56,72) ok, (59,72) ok | OK industrial x2: 1 placed; (48,6) ok, (51,6) blocked by road (e.g. (51,6)); bulldoze first or pick another site | REJECTED park at (58,44): blocked by police station (e.g. (58,44)); bulldoze first or pick another site | REJECTED park at (55,47): blocked by road (e.g. (55,47)); bulldoze first or pick another site | REJECTED park at (41,40): blocked by commercial (e.g. (41,40)); bulldoze first or pick another site | REJECTED park at (45,10): blocked by industrial (e.g. (45,10)); 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 (44,40) next turn\nYOUR NOTES FROM LAST TURN: Prioritize checking crime and population after the next January evaluation. Police added near central neighborhoods; expand industrial employment and residential growth while watching power capacity and cash.", "raw": "{\"thoughts\":\"Crime remains the major threat, so I will add police coverage toward the southern/eastern hotspot while continuing residential expansion to preserve the population floor. Demand strongly favors housing; I will add several residential sites and a small industrial increment without overbuilding commerce.\",\"notes\":\"Police coverage added near the southeast hotspot; residential growth prioritized at listed road-adjacent sites. Check January crime, population, demand, and power status next turn.\",\"actions\":[{\"type\":\"build\",\"what\":\"police\",\"x\":94,\"y\":63},{\"type\":\"build\",\"what\":\"police\",\"x\":104,\"y\":90},{\"type\":\"zone\",\"zone\":\"residential\",\"x\":32,\"y\":40},{\"type\":\"zone\",\"zone\":\"residential\",\"x\":80,\"y\":55},{\"type\":\"zone\",\"zone\":\"residential\",\"x\":52,\"y\":6},{\"type\":\"zone\",\"zone\":\"residential\",\"x\":45,\"y\":6},{\"type\":\"zone\",\"zone\":\"residential\",\"x\":39,\"y\":7},{\"type\":\"zone\",\"zone\":\"residential\",\"x\":56,\"y\":4},{\"type\":\"zone\",\"zone\":\"residential\",\"x\":64,\"y\":6},{\"type\":\"zone\",\"zone\":\"industrial\",\"x\":48,\"y\":6},{\"type\":\"zone\",\"zone\":\"industrial\",\"x\":56,\"y\":72},{\"type\":\"park\",\"x\":34,\"y\":40},{\"type\":\"park\",\"x\":82,\"y\":55},{\"type\":\"funding\",\"road\":100,\"fire\":100,\"police\":100},{\"type\":\"tax\",\"rate\":7},{\"type\":\"zoom\",\"x\":90,\"y\":60}]}", "routed_model": "openai/gpt-5.6-luna", "usage": {"prompt_tokens": 4774, "completion_tokens": 1379, "total_tokens": 6153, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 4772, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.00313302, "upstream_inference_prompt_cost": 0.00131274, "upstream_inference_completions_cost": 0.00182028}, "completion_tokens_details": {"reasoning_tokens": 1034, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.00313302, "latency_s": 13.13, "thoughts": "Crime remains the major threat, so I will add police coverage toward the southern/eastern hotspot while continuing residential expansion to preserve the population floor. Demand strongly favors housing; I will add several residential sites and a small industrial increment without overbuilding commerce.", "notes": "Police coverage added near the southeast hotspot; residential growth prioritized at listed road-adjacent sites. Check January crime, population, demand, and power status next turn.", "actions": [{"type": "build", "what": "police", "x": 94, "y": 63}, {"type": "build", "what": "police", "x": 104, "y": 90}, {"type": "zone", "zone": "residential", "x": 32, "y": 40}, {"type": "zone", "zone": "residential", "x": 80, "y": 55}, {"type": "zone", "zone": "residential", "x": 52, "y": 6}, {"type": "zone", "zone": "residential", "x": 45, "y": 6}, {"type": "zone", "zone": "residential", "x": 39, "y": 7}, {"type": "zone", "zone": "residential", "x": 56, "y": 4}, {"type": "zone", "zone": "residential", "x": 64, "y": 6}, {"type": "zone", "zone": "industrial", "x": 48, "y": 6}, {"type": "zone", "zone": "industrial", "x": 56, "y": 72}, {"type": "park", "x": 34, "y": 40}, {"type": "park", "x": 82, "y": 55}, {"type": "funding", "road": 100, "fire": 100, "police": 100}, {"type": "tax", "rate": 7}, {"type": "zoom", "x": 90, "y": 60}], "actions_dropped": 0, "results": ["OK police at (94,63): ok", "OK police at (104,90): ok", "OK residential x1: 1 placed; (32,40) ok", "OK residential x1: 1 placed; (80,55) ok", "OK residential x1: 1 placed; (52,6) ok", "OK residential x1: 1 placed; (45,6) ok", "OK residential x1: 1 placed; (39,7) ok", "OK residential x1: 1 placed; (56,4) ok", "OK residential x1: 1 placed; (64,6) ok", "REJECTED industrial x1: 0 placed; (48,6) blocked by industrial (e.g. (48,6)); bulldoze first or pick another site", "REJECTED industrial x1: 0 placed; (56,72) blocked by industrial (e.g. (56,72)); bulldoze first or pick another site", "REJECTED park at (34,40): blocked by residential (e.g. (34,40)); bulldoze first or pick another site", "REJECTED park at (82,55): blocked by residential (e.g. (82,55)); 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 (80,60) next turn"], "state": {"population_now": 73380, "funds": 18344, "score": 539, "tax": 7}, "info": {"unpowered_zones": 5, "zones_r": 123, "zones_c": 65, "zones_i": 95, "free_sites": 10}, "wall_s": 20.8} {"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: $16,598 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: 70,720 now (official census 76,160, Capital); residents 1424, commerce 98, industry 166 (engine units)\nZONES: residential 130, commercial 65, industrial 95; unpowered zones: 10\nDEMAND (-100..+100, positive = the city wants more of it): residential +29, commercial -74, industrial -41\nCITY SCORE (re-evaluated each January, like the official census): 539 / 1000 (change +254 at the last evaluation); approval 65%; top problems (share of citizens): crime 26%, pollution 12%, taxes 11%, traffic 3%\nAVERAGES (0-255, lower is better except land value): crime 107, pollution 64, traffic 4, land value 56\nSERVICES: coal plants 2, nuclear 3, police 7, fire stations 7, stadiums 1, seaports 1, airports 1; road tiles 2423, rail tiles 602; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 107); 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 x7: (18,52) (47,14) (52,48)* (56,44)* (94,63)* (102,31) (104,90)*; 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) (36,10) (39,7) (39,10) (45,6) (48,6) (52,6) (64,6) (80,55)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (42,6) (35,7) (48,3) (52,3) (83,55) (51,77) (59,3) (67,6) (62,3) (70,6)\nLARGE OPEN AREAS (top-left, size): (97,66) 23x23 (69,67) 22x22 (105,0) 15x15 (55,75) 14x14 (0,12) 10x10 (18,0) 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@(76-77,32-33) 206@(76-77,30-31) 206@(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 .\"\"#\"\"\".\"\".\"\"\"#\"\"\"\"\".\"\"\"\"#\"\"...\"\"\"\"\"..\"\"\"\"\"\".\"\"\"#\".\"\"\"\"\"\"\"\"\"\ny= 2 .\"\"#rr\"\"\"\"\"\"\"\"#\"\"\"\"\".\"\"\"\"#\"\".\".\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"#\"\"\"\"\"\"\"..\"\"\ny= 4 .\"\"#rr\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"\"\"#\"\"RR..\"\"\"\"\".\"\".\"\"\"\"\"CC#\"\"\"\"\"\"\"\"\"\".\ny= 6 .\"\"#rr\"\".\"\".\"\"#RR\"\"rr\"rriirrIIIIrr\"\"..\"\"CC\"\"\"\"CC#CC.\"\"\"\"\"\"\".\ny= 8 \"\"\".rr#########RR#.rr#rriirrIIIIrr######CC#######CC.\"\".\"\"\"..\ny= 10 \"\"\".....#RRRRHHCC#ccrIIII#IIIIIIIIAAAAIIRRRR#RRRRRR....\"\"\"\"\"\ny= 12 ..\".....#RRRRHHCC#ccrIIII#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=RRRCCRRCC#CCRRRRRRRRRRRRRRRR############~~~~\ny= 42 \"\"\"\"=.#RRRRRRRR#RRRCCRRCC#CCRRRRRRRRRRRRRRRRIIIIIIIOOOI#~~~~\ny= 44 \"\"\"\"=.#RRRRRRRRCCCCCCCCCC#CCPPkkk=RRRRRRRR#kIIIIIIIOOOI~~~~~\ny= 46 \"\"\"\"###RRRRRRRRCCCCCCCCCC#CCPP####RRRRRRRR~~+~~~~~~~~~~~~~~~\ny= 48 .RRR#RRHHFFRRHHCCCCCCCCCC#PPCCRRFFRRRR#~#~~++~~~~~~~~~~~~~~~\ny= 50 #RRR#RRHHFFRRHHCCCCCCCCCC#PPCCRRFFRRRR~~#~~+\"\"~~~~~~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~~~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~rr#SSS~~~~~~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#~~~~~rr\"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##~~+~~=#IIIII\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..\"\"IIII#IIIIIICC~~~IIEE=CC\"III\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"..\"\".\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#~===~~~~.\"\"#\"\"#.\"\"\"\".\"\"\"\"\".=.\"\"\"\".\"\"\".\"\"\".\"\"\"PP\",,,,,\ny= 92 \"~~~II#~===~~~~\"\"\"#.\"#\"\"\"\"\"\"\"\"\"\"\".=\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"PP\",,,,,\ny= 94 \".~~II#~===~~~\"\"\"\"#\"\"#\"\"\"\"\"\"\".\"\"\"\"=\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"NNNNNNN\ny= 96 \".\"\"II#~==~~~~\"\"\"\"#.\"#\"...\"\"\".\"\"\"\"=\"\"\".\"\"\"\".\"\".\"\"\"\"\"\"NNNNNNN\ny= 98 \"\"\"\"###+=+++++++++#++#++++++++++++=++++++++++++++++++NNNNNNN\n\nZOOM (full resolution, 1 char = 1 tile, top-left (80,60)):\n 8 9 0 1 \n 0123456789012345678901234567890123456789\ny= 60 \"\"\"\"\"~~~~~~~~~~~~...\"\"\"\"\"\"...\"\"\"~~~~~~~~\ny= 61 \"\"\"\"~~~~~~~~~~~~...\"\"\"\"\"\"....\"\"\"......~~\ny= 62 \"\"\"~~~~~~~~~~~~...\"\"\"\"\"\"\"..............~\ny= 63 ~~~~~~~~~~~~~~PPP\"\"\"\"\"\"\"\"........\"\"\"\".\"\"\ny= 64 ~~~~~~~~~~~~\"\"PPP\"\"\"\"\".\"\".\"\"\"....\"\"\"\"\"\"\"\ny= 65 ~~~~~~~~\"\"..\"\"PPP\"\"\"\"\"\"\"..\"\"\".\"\"\".\"\"\"\"..\ny= 66 ~~~~~\"\"\"\"\"..\"\"\"\".\"\"\"\"\"\"\"..\"\"\".\"\"\"\"\"\"\"\"..\ny= 67 \"\"\"\"\"\"\"\"\"...\"\"\"\".\"\"\"\"\"........\"\"\"\"\"\"\".\"\"\ny= 68 \"\"\"\"\"\"\"\"\"\"\"..\"\"\"\"\"....\"\"\".....\"\"\"\"\"\"\".\"\"\ny= 69 ..\"\"\"..\"\"\"\"\".\"\"\"\"\"...\"\"\"\"\"....\"\".\"\"\".\"\"\"\ny= 70 \"\"......\"\"\"\"..\"\"\"\"..\"\"\".\"\"......\"\"\"\".\"\"\"\ny= 71 \"\"\"\"\"\"\"\"\"\"\"\"\"..\"\"\"\".\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"..\"\"\ny= 72 \"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\".\"\"\ny= 73 \"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 \"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"....\"\"\"\"..\"\"\"....\"\"\"\"..\ny= 75 ...\"\"\"\"\"\".\"\"\"\"\"\"......\"\"\"\"\".\"\".....\"\"\"..\ny= 76 .......\"\".\"\"\"\".....\"\"\"\"\"\"\"\"........\"\"...\ny= 77 ...........\"\"\"\"\"...\"\"\"\"\".\"\".\"\"\"\"\"\"\"..\"\".\ny= 78 ............\"\"\"\".....\"\".\"\"\".\"\"\"\"\"\"\".\"\"\"\"\ny= 79 ...\"\"\".\"\"....\"\"\"\".\"\".\"\".\"\"\"\".\"\"\"\"\"\".\"\"\"\"\ny= 80 ...\"\"\".\"\"\"...\"\"\"\".\"\"\".\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\".\ny= 81 .....\"\"\"\"\"\"..\"\"\"\"\".\"\"..\"\"\"\"\"\"\"\"\"\".\"\"\"\"..\ny= 82 \"...\"\"\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"\"....\"\"\"\"..\ny= 83 \"\"\".\"\"\"\"\"\"\"....\"\"\"\"..\"\"...\"\"\"\"........\"\"\ny= 84 \"\"\".\"\"\"\"\"\"\"..\"\".\"\"\"\".\"\"\"\"......\"\"....\"\"\"\n\nEVENTS SINCE LAST TURN: none\nRESULTS OF YOUR LAST ACTIONS: OK police at (94,63): ok | OK police at (104,90): ok | OK residential x1: 1 placed; (32,40) ok | OK residential x1: 1 placed; (80,55) ok | OK residential x1: 1 placed; (52,6) ok | OK residential x1: 1 placed; (45,6) ok | OK residential x1: 1 placed; (39,7) ok | OK residential x1: 1 placed; (56,4) ok | OK residential x1: 1 placed; (64,6) ok | REJECTED industrial x1: 0 placed; (48,6) blocked by industrial (e.g. (48,6)); bulldoze first or pick another site | REJECTED industrial x1: 0 placed; (56,72) blocked by industrial (e.g. (56,72)); bulldoze first or pick another site | REJECTED park at (34,40): blocked by residential (e.g. (34,40)); bulldoze first or pick another site | REJECTED park at (82,55): blocked by residential (e.g. (82,55)); 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 (80,60) next turn\nYOUR NOTES FROM LAST TURN: Police coverage added near the southeast hotspot; residential growth prioritized at listed road-adjacent sites. Check January crime, population, demand, and power status next turn.", "raw": "{\"thoughts\":\"Crime is the major threat, so I will activate the unpowered police stations, extend the grid to stalled residential areas, and add inexpensive parks to improve land value. Residential demand remains positive and population is still well above the floor, so I will add a modest amount of housing without expanding distressed industry.\",\"notes\":\"Prioritize crime reduction near the central/eastern hotspot; monitor January crime, population, demand, and whether power lines activate police and northern zones.\",\"actions\":[{\"type\":\"power_line\",\"x1\":44,\"y1\":74,\"x2\":44,\"y2\":40},{\"type\":\"power_line\",\"x1\":44,\"y1\":40,\"x2\":52,\"y2\":48},{\"type\":\"power_line\",\"x1\":52,\"y1\":48,\"x2\":56,\"y2\":44},{\"type\":\"power_line\",\"x1\":44,\"y1\":40,\"x2\":44,\"y2\":6},{\"type\":\"power_line\",\"x1\":44,\"y1\":6,\"x2\":52,\"y2\":6},{\"type\":\"power_line\",\"x1\":44,\"y1\":6,\"x2\":39,\"y2\":7},{\"type\":\"power_line\",\"x1\":44,\"y1\":6,\"x2\":36,\"y2\":10},{\"type\":\"power_line\",\"x1\":113,\"y1\":32,\"x2\":104,\"y2\":31},{\"type\":\"power_line\",\"x1\":107,\"y1\":95,\"x2\":104,\"y2\":90},{\"type\":\"zone\",\"zone\":\"residential\",\"x\":51,\"y\":77},{\"type\":\"zone\",\"zone\":\"residential\",\"x\":59,\"y\":3},{\"type\":\"zone\",\"zone\":\"residential\",\"x\":67,\"y\":6},{\"type\":\"zone\",\"zone\":\"residential\",\"x\":70,\"y\":6},{\"type\":\"build\",\"what\":\"park\",\"x\":88,\"y\":40},{\"type\":\"build\",\"what\":\"park\",\"x\":89,\"y\":40},{\"type\":\"build\",\"what\":\"park\",\"x\":90,\"y\":40},{\"type\":\"build\",\"what\":\"park\",\"x\":91,\"y\":40},{\"type\":\"build\",\"what\":\"park\",\"x\":88,\"y\":45},{\"type\":\"build\",\"what\":\"park\",\"x\":89,\"y\":45},{\"type\":\"build\",\"what\":\"park\",\"x\":90,\"y\":45},{\"type\":\"build\",\"what\":\"park\",\"x\":91,\"y\":45},{\"type\":\"build\",\"what\":\"park\",\"x\":84,\"y\":60},{\"type\":\"build\",\"what\":\"park\",\"x\":85,\"y\":60}]}", "routed_model": "openai/gpt-5.6-luna", "usage": {"prompt_tokens": 4569, "completion_tokens": 1059, "total_tokens": 5628, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 4567, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.002654245, "upstream_inference_prompt_cost": 0.001256365, "upstream_inference_completions_cost": 0.00139788}, "completion_tokens_details": {"reasoning_tokens": 501, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.002654245, "latency_s": 9.41, "thoughts": "Crime is the major threat, so I will activate the unpowered police stations, extend the grid to stalled residential areas, and add inexpensive parks to improve land value. Residential demand remains positive and population is still well above the floor, so I will add a modest amount of housing without expanding distressed industry.", "notes": "Prioritize crime reduction near the central/eastern hotspot; monitor January crime, population, demand, and whether power lines activate police and northern zones.", "actions": [{"type": "power_line", "x1": 44, "y1": 74, "x2": 44, "y2": 40}, {"type": "power_line", "x1": 44, "y1": 40, "x2": 52, "y2": 48}, {"type": "power_line", "x1": 52, "y1": 48, "x2": 56, "y2": 44}, {"type": "power_line", "x1": 44, "y1": 40, "x2": 44, "y2": 6}, {"type": "power_line", "x1": 44, "y1": 6, "x2": 52, "y2": 6}, {"type": "power_line", "x1": 44, "y1": 6, "x2": 39, "y2": 7}, {"type": "power_line", "x1": 44, "y1": 6, "x2": 36, "y2": 10}, {"type": "power_line", "x1": 113, "y1": 32, "x2": 104, "y2": 31}, {"type": "power_line", "x1": 107, "y1": 95, "x2": 104, "y2": 90}, {"type": "zone", "zone": "residential", "x": 51, "y": 77}, {"type": "zone", "zone": "residential", "x": 59, "y": 3}, {"type": "zone", "zone": "residential", "x": 67, "y": 6}, {"type": "zone", "zone": "residential", "x": 70, "y": 6}, {"type": "build", "what": "park", "x": 88, "y": 40}, {"type": "build", "what": "park", "x": 89, "y": 40}, {"type": "build", "what": "park", "x": 90, "y": 40}, {"type": "build", "what": "park", "x": 91, "y": 40}, {"type": "build", "what": "park", "x": 88, "y": 45}, {"type": "build", "what": "park", "x": 89, "y": 45}, {"type": "build", "what": "park", "x": 90, "y": 45}, {"type": "build", "what": "park", "x": 91, "y": 45}, {"type": "build", "what": "park", "x": 84, "y": 60}, {"type": "build", "what": "park", "x": 85, "y": 60}], "actions_dropped": 0, "results": ["OK power_line (44,74)->(44,40): 16/35 tiles ok, $202; 1 blocked by coal power plant e.g. (44, 74); 12 blocked by commercial e.g. (44, 63); 6 blocked by residential e.g. (44, 54)", "OK power_line (44,40)->(52,48): 5/17 tiles ok, $25; 2 blocked by residential e.g. (44, 40); 9 blocked by commercial e.g. (47, 40); 1 blocked by police station e.g. (52, 48)", "OK power_line (52,48)->(56,44): 2/9 tiles ok, $10; 6 blocked by police station e.g. (52, 48); 1 blocked by commercial e.g. (56, 48)", "OK power_line (44,40)->(44,6): 13/35 tiles ok, $68; 4 blocked by residential e.g. (44, 40); 6 blocked by commercial e.g. (44, 37); 9 blocked by industrial e.g. (44, 25); 3 blocked by fire station e.g. (44, 21)", "OK power_line (44,6)->(52,6): 1/9 tiles ok, $5; 1 blocked by power line e.g. (44, 6); 4 blocked by residential e.g. (45, 6); 3 blocked by industrial e.g. (48, 6)", "OK power_line (44,6)->(39,7): 5/7 tiles ok, $29; 1 blocked by power line e.g. (44, 6); 1 blocked by residential e.g. (39, 7)", "OK power_line (44,6)->(36,10): 6/13 tiles ok, $33; 6 blocked by power line e.g. (44, 6); 1 blocked by commercial e.g. (36, 10)", "OK power_line (113,32)->(104,31): 3/11 tiles ok, $15; 1 blocked by coal power plant e.g. (113, 32); 3 blocked by industrial e.g. (109, 32); 1 blocked by road e.g. (106, 32); 1 blocked by rail e.g. (105, 32); 2 blocked by police station e.g. (104, 32)", "OK power_line (107,95)->(104,90): 5/9 tiles ok, $29; 1 blocked by nuclear power plant e.g. (107, 95); 3 blocked by police station e.g. (104, 92)", "OK residential x1: 1 placed; (51,77) ok", "OK residential x1: 1 placed; (59,3) ok", "OK residential x1: 1 placed; (67,6) ok", "OK residential x1: 1 placed; (70,6) ok", "REJECTED park at (88,40): blocked by rail (e.g. (88,40)); bulldoze first or pick another site", "REJECTED park at (89,40): blocked by road (e.g. (89,40)); bulldoze first or pick another site", "OK park at (90,40): ok", "OK park at (91,40): ok", "REJECTED park at (88,45): blocked by water (e.g. (88,45)); bulldoze first or pick another site", "REJECTED park at (89,45): blocked by power line (e.g. (89,45)); bulldoze first or pick another site", "REJECTED park at (90,45): blocked by water (e.g. (90,45)); bulldoze first or pick another site", "REJECTED park at (91,45): blocked by water (e.g. (91,45)); bulldoze first or pick another site", "OK park at (84,60): ok", "OK park at (85,60): ok"], "state": {"population_now": 70720, "funds": 16598, "score": 539, "tax": 7}, "info": {"unpowered_zones": 10, "zones_r": 130, "zones_c": 65, "zones_i": 95, "free_sites": 10}, "wall_s": 30.4} {"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: $15,723 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: 64,740 now (official census 76,160, Capital); residents 1357, commerce 88, industry 147 (engine units)\nZONES: residential 134, commercial 65, industrial 95; unpowered zones: 6\nDEMAND (-100..+100, positive = the city wants more of it): residential -5, commercial -100, industrial -86\nCITY SCORE (re-evaluated each January, like the official census): 539 / 1000 (change +254 at the last evaluation); approval 65%; top problems (share of citizens): crime 26%, pollution 12%, taxes 11%, traffic 3%\nAVERAGES (0-255, lower is better except land value): crime 107, pollution 60, traffic 4, land value 46\nSERVICES: coal plants 2, nuclear 3, police 7, fire stations 7, stadiums 1, seaports 1, airports 1; road tiles 2377, rail tiles 598; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 107); 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 x7: (18,52) (47,14) (52,48) (56,44) (94,63)* (102,31) (104,90); 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) (67,6) (70,6) (80,55)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (48,3) (52,3) (83,55) (33,6) (62,3) (48,0) (52,0) (10,40) (46,79) (10,43)\nLARGE OPEN AREAS (top-left, size): (97,66) 23x23 (66,67) 22x22 (105,0) 15x15 (54,75) 12x12 (0,10) 10x10 (16,0) 9x9\nHOT SPOTS (value@tile range): crime: 250@(94-95,42-43) 250@(92-93,42-43) 250@(90-91,42-43); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15); traffic: 206@(62-63,32-33) 206@(62-63,30-31) 192@(28-29,30-31)\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\"\"\"\"\"\"\"\"#\"\"\"\"\".\"\"\"\"#\"\".RR\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"#\"\"\"\"\"\"\"..\"\"\ny= 4 .\"\"#rr\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"\"\"#\"\"RRR.\"\"\"\"\".\"\".\"\"\"\"\"CC#\"\"\"\"\"\"\"\"\"\".\ny= 6 .\"\"#rr\"\".\"\".\"\"#RR\"+RR+RRIIRRIIIIrrrrr.\"\"CC\"\"\"\"CC#CC.\"\"\"\"\"\"\".\ny= 8 \"\"\".rr#########RR#+RR#RRIIRRIIIIrrrrr###CC#######CC.\"\".\"\"\"..\ny= 10 \"\"\".....#RRRRHHCC#CCRIIII#IIIIIIIIAAAAIIRRRR#RRRRRR....\"\"\"\"\"\ny= 12 ..\".....#RRRRHHCC#CCRIIII#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=RRRCCRRCC#CCRRRRRRRRRRRRRRRR############~~~~\ny= 42 \"\"\"\"=.#RRRRRRRR#RRRCCRRCC#CCRRRRRRRRRRRRRRRRIIIIIIIOOOI#~~~~\ny= 44 \"\"\"\"=.#RRRRRRRRCCCCCCCCCC#CCPPkkk=RRRRRRRR#kIIIIIIIOOOI~~~~~\ny= 46 \"\"\"\"###RRRRRRRRCCCCCCCCCC#CCPP####RRRRRRRR~~+~~~~~~~~~~~~~~~\ny= 48 .RRR#RRHHFFRRHHCCCCCCCCCC#PPCCRRFFRRRR#~#~~++~~~~~~~~~~~~~~~\ny= 50 #RRR#RRHHFFRRHHCCCCCCCCCC#PPCCRRFFRRRR~~#~~+\"\"~~~~~~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~~~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~rr#SSS~~~~~~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#~~~~~rr\"SSS~~~~~~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"\"\"\"~~~~~~~\"~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCCCCCCC#CCCC#~~~~~~~~\"\"\"k~~~~~~\"\"\"\".\"\"~~~~\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##~~++~=#IIIII\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..\"\"IIII#IIIIIICC~~~IIEE=CC\"III\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"..\"\".\ny= 76 \"\"\"\"#############~~~IIEE=CC\"\"\"\".\"\"\".\"......\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"\"\"IIII#IIIIII~~~~II####RR\"\"\"\".\"\"\".\"\"\"..\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\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#~===~~~~.\"\"#\"\"#.\"\"\"\".\"\"\"\"\".=.\"\"\"\".\"\"\".\"\"\".\"\"\"PP\",,,,,\ny= 92 \"~~~II#~===~~~~\"\"\"#.\"#\"\"\"\"\"\"\"\"\"\"\".=\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"PP\",,,,,\ny= 94 \".~~II#~===~~~\"\"\"\"#\"\"#\"\"\"\"\"\"\".\"\"\"\"=\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"+NNNNNNN\ny= 96 \".\"\"II#~==~~~~\"\"\"\"#.\"#\"...\"\"\".\"\"\"\"=\"\"\".\"\"\"\".\"\".\"\"\"\"\"\"NNNNNNN\ny= 98 \"\"\"\"###+=+++++++++#++#++++++++++++=++++++++++++++++++NNNNNNN\n\nEVENTS SINCE LAST TURN: Pollution very high. | Heavy traffic reported. (at 63,31)\nRESULTS OF YOUR LAST ACTIONS: OK power_line (44,74)->(44,40): 16/35 tiles ok, $202; 1 blocked by coal power plant e.g. (44, 74); 12 blocked by commercial e.g. (44, 63); 6 blocked by residential e.g. (44, 54) | OK power_line (44,40)->(52,48): 5/17 tiles ok, $25; 2 blocked by residential e.g. (44, 40); 9 blocked by commercial e.g. (47, 40); 1 blocked by police station e.g. (52, 48) | OK power_line (52,48)->(56,44): 2/9 tiles ok, $10; 6 blocked by police station e.g. (52, 48); 1 blocked by commercial e.g. (56, 48) | OK power_line (44,40)->(44,6): 13/35 tiles ok, $68; 4 blocked by residential e.g. (44, 40); 6 blocked by commercial e.g. (44, 37); 9 blocked by industrial e.g. (44, 25); 3 blocked by fire station e.g. (44, 21) | OK power_line (44,6)->(52,6): 1/9 tiles ok, $5; 1 blocked by power line e.g. (44, 6); 4 blocked by residential e.g. (45, 6); 3 blocked by industrial e.g. (48, 6) | OK power_line (44,6)->(39,7): 5/7 tiles ok, $29; 1 blocked by power line e.g. (44, 6); 1 blocked by residential e.g. (39, 7) | OK power_line (44,6)->(36,10): 6/13 tiles ok, $33; 6 blocked by power line e.g. (44, 6); 1 blocked by commercial e.g. (36, 10) | OK power_line (113,32)->(104,31): 3/11 tiles ok, $15; 1 blocked by coal power plant e.g. (113, 32); 3 blocked by industrial e.g. (109, 32); 1 blocked by road e.g. (106, 32); 1 blocked by rail e.g. (105, 32); 2 blocked by police station e.g. (104, 32) | OK power_line (107,95)->(104,90): 5/9 tiles ok, $29; 1 blocked by nuclear power plant e.g. (107, 95); 3 blocked by police station e.g. (104, 92) | OK residential x1: 1 placed; (51,77) ok | OK residential x1: 1 placed; (59,3) ok | OK residential x1: 1 placed; (67,6) ok | OK residential x1: 1 placed; (70,6) ok | REJECTED park at (88,40): blocked by rail (e.g. (88,40)); bulldoze first or pick another site | REJECTED park at (89,40): blocked by road (e.g. (89,40)); bulldoze first or pick another site | OK park at (90,40): ok | OK park at (91,40): ok | REJECTED park at (88,45): blocked by water (e.g. (88,45)); bulldoze first or pick another site | REJECTED park at (89,45): blocked by power line (e.g. (89,45)); bulldoze first or pick another site | REJECTED park at (90,45): blocked by water (e.g. (90,45)); bulldoze first or pick another site | REJECTED park at (91,45): blocked by water (e.g. (91,45)); bulldoze first or pick another site | OK park at (84,60): ok | OK park at (85,60): ok\nYOUR NOTES FROM LAST TURN: Prioritize crime reduction near the central/eastern hotspot; monitor January crime, population, demand, and whether power lines activate police and northern zones.", "raw": "{\"thoughts\":\"Crime is concentrated in the eastern central area, so I will activate the existing eastern police station and add another station near the hotspot. I will also reconnect isolated northern zones and add modest parks to improve land value without worsening already-negative industrial demand.\",\"notes\":\"Eastern hotspot near x90-95,y42; new police planned at 83,55 and existing station at 94,63 needs power. Northern unpowered zones are around x8-10 and x64-70,y3-6. Check January crime, population, demand, and power status.\",\"actions\":[{\"type\":\"power_line\",\"x1\":107,\"y1\":95,\"x2\":94,\"y2\":63},{\"type\":\"build\",\"what\":\"police\",\"x\":83,\"y\":55},{\"type\":\"power_line\",\"x1\":52,\"y1\":6,\"x2\":70,\"y2\":6},{\"type\":\"power_line\",\"x1\":44,\"y1\":6,\"x2\":8,\"y2\":3},{\"type\":\"power_line\",\"x1\":76,\"y1\":55,\"x2\":80,\"y2\":55},{\"type\":\"build\",\"what\":\"park\",\"x\":82,\"y\":55},{\"type\":\"build\",\"what\":\"park\",\"x\":86,\"y\":55},{\"type\":\"build\",\"what\":\"park\",\"x\":88,\"y\":44},{\"type\":\"build\",\"what\":\"park\",\"x\":92,\"y\":40}]}", "routed_model": "openai/gpt-5.6-luna", "usage": {"prompt_tokens": 4647, "completion_tokens": 1218, "total_tokens": 5865, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 4645, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.002885575, "upstream_inference_prompt_cost": 0.001277815, "upstream_inference_completions_cost": 0.00160776}, "completion_tokens_details": {"reasoning_tokens": 912, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.002885575, "latency_s": 14.7, "thoughts": "Crime is concentrated in the eastern central area, so I will activate the existing eastern police station and add another station near the hotspot. I will also reconnect isolated northern zones and add modest parks to improve land value without worsening already-negative industrial demand.", "notes": "Eastern hotspot near x90-95,y42; new police planned at 83,55 and existing station at 94,63 needs power. Northern unpowered zones are around x8-10 and x64-70,y3-6. Check January crime, population, demand, and power status.", "actions": [{"type": "power_line", "x1": 107, "y1": 95, "x2": 94, "y2": 63}, {"type": "build", "what": "police", "x": 83, "y": 55}, {"type": "power_line", "x1": 52, "y1": 6, "x2": 70, "y2": 6}, {"type": "power_line", "x1": 44, "y1": 6, "x2": 8, "y2": 3}, {"type": "power_line", "x1": 76, "y1": 55, "x2": 80, "y2": 55}, {"type": "build", "what": "park", "x": 82, "y": 55}, {"type": "build", "what": "park", "x": 86, "y": 55}, {"type": "build", "what": "park", "x": 88, "y": 44}, {"type": "build", "what": "park", "x": 92, "y": 40}], "actions_dropped": 0, "results": ["OK power_line (107,95)->(94,63): 39/46 tiles ok, $229; 1 blocked by nuclear power plant e.g. (107, 95); 3 blocked by power line e.g. (106, 95); 3 blocked by police station e.g. (94, 65)", "OK police at (83,55): ok", "OK power_line (52,6)->(70,6): 4/19 tiles ok, $21; 13 blocked by residential e.g. (52, 6); 2 blocked by road e.g. (59, 6)", "OK power_line (44,6)->(8,3): 21/40 tiles ok, $112; 9 blocked by power line e.g. (44, 6); 9 blocked by residential e.g. (32, 6); 1 blocked by road e.g. (8, 6)", "OK power_line (76,55)->(80,55): 1/5 tiles ok, $6; 3 blocked by water e.g. (76, 55); 1 blocked by residential e.g. (80, 55)", "REJECTED park at (82,55): blocked by residential (e.g. (82,55)); bulldoze first or pick another site", "REJECTED park at (86,55): blocked by road (e.g. (86,55)); bulldoze first or pick another site", "REJECTED park at (88,44): blocked by rail (e.g. (88,44)); bulldoze first or pick another site", "OK park at (92,40): ok"], "state": {"population_now": 64740, "funds": 15723, "score": 539, "tax": 7}, "info": {"unpowered_zones": 6, "zones_r": 134, "zones_c": 65, "zones_i": 95, "free_sites": 10}, "wall_s": 45.3} {"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: $12,273 tax rate 7% funding: road 100%, fire 100%, police 100%\n last January's budget: tax income $1,430, requested road $2,492, fire $700, police $800; cash flow $-2,562/yr\nPOPULATION: 59,880 now (official census 60,680, Capital); residents 1226, commerce 84, industry 137 (engine units)\nZONES: residential 136, commercial 65, industrial 95; unpowered zones: 4\nDEMAND (-100..+100, positive = the city wants more of it): residential -32, commercial -100, industrial -100\nCITY SCORE (re-evaluated each January, like the official census): 462 / 1000 (change -77 at the last evaluation); approval 44%; top problems (share of citizens): crime 19%, taxes 17%, pollution 11%, housing costs 8%\nAVERAGES (0-255, lower is better except land value): crime 107, pollution 60, traffic 24, land value 46\nSERVICES: coal plants 2, nuclear 3, police 8, 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 107); 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 x8: (18,52) (47,14) (52,48) (56,44) (83,55)* (94,63) (102,31) (104,90); 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): (64,6) (67,6) (70,6) (80,55)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (48,3) (52,3) (62,3) (48,0) (52,0) (46,79) (10,40) (10,43) (73,6) (14,19)\nLARGE OPEN AREAS (top-left, size): (97,66) 23x23 (68,67) 22x22 (105,0) 15x15 (54,75) 14x14 (0,10) 10x10 (84,0) 9x9\nHOT SPOTS (value@tile range): crime: 250@(94-95,42-43) 250@(92-93,42-43) 250@(90-91,42-43); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15); traffic: 206@(62-63,42-43) 206@(16-17,58-59) 206@(16-17,20-21)\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\"\"\"\"\"\"\"\"#\"\"\"\"\".\"\"\"\"#\"\".RR\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"#\"\"\"\"\"\"\"..\"\"\ny= 4 .\"\"#RR\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"\"\"#\"\"RRR.\"\"\"\"\".\"\".\"\"\"\"\"CC#\"\"\"\"\"\"\"\"\"\".\ny= 6 .\"\"#RR++++++++#RR++RR+RRIIRRIIIIrrrrr.\"\"CC\"\"\"\"CC#CC.\"\"\"\"\"\"\".\ny= 8 \"\"\".RR#########RR#+RR#RRIIRRIIIIrrrrr###CC#######CC.\"\".\"\"\"..\ny= 10 \"\"\".....#RRRRHHCC#CCRIIII#IIIIIIIIAAAAIIRRRR#RRRRRR....\"\"\"\"\"\ny= 12 ..\".....#RRRRHHCC#CCRIIII#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#HHRRHHRRIIIIII\"\ny= 28 .HHR#RRRRHHRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#HHRRHHRRIIIIII~\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=RRRCCRRCC#CCRRRRRRRRRRRRRRRR############~~~~\ny= 42 \"\"\"\"=.#RRRRRRRR#RRRCCRRCC#CCRRRRRRRRRRRRRRRRIIIIIIIOOOI#~~~~\ny= 44 \"\"\"\"=.#RRRRRRRRCCCCCCCCCC#CCPPkkk=RRRRRRRR#kIIIIIIIOOOI~~~~~\ny= 46 \"\"\"\"###RRRRRRRRCCCCCCCCCC#CCPP####RRRRRRRR~~+~~~~~~~~~~~~~~~\ny= 48 .RRR#RRRRFFRRHHCCCCCCCCCC#PPCCRRFFRRRR#~#~~++~~~~~~~~~~~~~~~\ny= 50 #RRR#RRRRFFRRHHCCCCCCCCCC#PPCCRRFFRRRR~~#~~+\"\"~~~~~~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~~~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~+rPPSSS~~~~~~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#~~~~~rPPSSS~~~~~~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"\"\"\"~~~~~~~\"~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCCCCCCC#CCCC#~~~~~~~~\"\"\"k~~~~~~\"\"\"\".\"\"~~~~\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##~~++~=#IIIII\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"+\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..\"\"IIII#IIIIIICC~~~IIEE=CC\"III\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"+\".\"\"\"\"\"..\"\".\ny= 76 \"\"\"\"#############~~~IIEE=CC\"\"\"\".\"\"\".\"......\"\"\"\"+.\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"\"\"IIII#IIIIII~~~~II####RR\"\"\"\".\"\"\".\"\"\"..\"\"\"\".\"+\"\"\"\"\"\"\"\"\"\"\"\"\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#~===~~~~.\"\"#\"\"#.\"\"\"\".\"\"\"\"\".=.\"\"\"\".\"\"\".\"\"+.\"\"\"PP\",,,,,\ny= 92 \"~~~II#~===~~~~\"\"\"#.\"#\"\"\"\"\"\"\"\"\"\"\".=\"\"\"\"\".\"\"\"\"\"\"+\"\"\"\"PP\",,,,,\ny= 94 \".~~II#~===~~~\"\"\"\"#\"\"#\"\"\"\"\"\"\".\"\"\"\"=\"\"\"\"\"\"\"\"\"\"\"\"++++++NNNNNNN\ny= 96 \".\"\"II#~==~~~~\"\"\"\"#.\"#\"...\"\"\".\"\"\"\"=\"\"\".\"\"\"\".\"\".\"\"\"\"\"\"NNNNNNN\ny= 98 \"\"\"\"###+=+++++++++#++#++++++++++++=++++++++++++++++++NNNNNNN\n\nEVENTS SINCE LAST TURN: Crime very high. | Heavy traffic reported. (at 78,31)\nRESULTS OF YOUR LAST ACTIONS: OK power_line (107,95)->(94,63): 39/46 tiles ok, $229; 1 blocked by nuclear power plant e.g. (107, 95); 3 blocked by power line e.g. (106, 95); 3 blocked by police station e.g. (94, 65) | OK police at (83,55): ok | OK power_line (52,6)->(70,6): 4/19 tiles ok, $21; 13 blocked by residential e.g. (52, 6); 2 blocked by road e.g. (59, 6) | OK power_line (44,6)->(8,3): 21/40 tiles ok, $112; 9 blocked by power line e.g. (44, 6); 9 blocked by residential e.g. (32, 6); 1 blocked by road e.g. (8, 6) | OK power_line (76,55)->(80,55): 1/5 tiles ok, $6; 3 blocked by water e.g. (76, 55); 1 blocked by residential e.g. (80, 55) | REJECTED park at (82,55): blocked by residential (e.g. (82,55)); bulldoze first or pick another site | REJECTED park at (86,55): blocked by road (e.g. (86,55)); bulldoze first or pick another site | REJECTED park at (88,44): blocked by rail (e.g. (88,44)); bulldoze first or pick another site | OK park at (92,40): ok\nYOUR NOTES FROM LAST TURN: Eastern hotspot near x90-95,y42; new police planned at 83,55 and existing station at 94,63 needs power. Northern unpowered zones are around x8-10 and x64-70,y3-6. Check January crime, population, demand, and power status.", "raw": "{\"thoughts\":\"Crime is the urgent problem, so I will expand police coverage while lowering taxes to stimulate recovery and housing growth. I will add residential capacity at several powered roadside sites, improve land value with parks, and connect the remaining northern unpowered districts to the power grid.\",\"notes\":\"Crime hotspot remains east near x90-95,y42; police now at 83,55 and existing at 94,63/102,31. Tax reduced to 5%; monitor January crime, population, demand, and whether northern zones become powered.\",\"actions\":[{\"type\":\"tax\",\"rate\":5},{\"type\":\"build\",\"what\":\"police\",\"x\":10,\"y\":40},{\"type\":\"build\",\"what\":\"police\",\"x\":14,\"y\":19},{\"type\":\"build\",\"what\":\"police\",\"x\":48,\"y\":3},{\"type\":\"build\",\"what\":\"park\",\"x\":46,\"y\":79},{\"type\":\"build\",\"what\":\"park\",\"x\":73,\"y\":6},{\"type\":\"build\",\"what\":\"park\",\"x\":14,\"y\":19},{\"type\":\"zone\",\"zone\":\"residential\",\"x\":48,\"y\":3,\"count\":3,\"dir\":\"east\"},{\"type\":\"zone\",\"zone\":\"residential\",\"x\":52,\"y\":0,\"count\":3,\"dir\":\"east\"},{\"type\":\"zone\",\"zone\":\"residential\",\"x\":10,\"y\":40,\"count\":2,\"dir\":\"south\"},{\"type\":\"power_line\",\"x1\":70,\"y1\":6,\"x2\":70,\"y2\":3},{\"type\":\"power_line\",\"x1\":64,\"y1\":6,\"x2\":64,\"y2\":3},{\"type\":\"power_line\",\"x1\":70,\"y1\":3,\"x2\":76,\"y2\":3}]}", "routed_model": "openai/gpt-5.6-luna", "usage": {"prompt_tokens": 4164, "completion_tokens": 1333, "total_tokens": 5497, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 4162, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.00290455, "upstream_inference_prompt_cost": 0.00114499, "upstream_inference_completions_cost": 0.00175956}, "completion_tokens_details": {"reasoning_tokens": 956, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.00290455, "latency_s": 10.74, "thoughts": "Crime is the urgent problem, so I will expand police coverage while lowering taxes to stimulate recovery and housing growth. I will add residential capacity at several powered roadside sites, improve land value with parks, and connect the remaining northern unpowered districts to the power grid.", "notes": "Crime hotspot remains east near x90-95,y42; police now at 83,55 and existing at 94,63/102,31. Tax reduced to 5%; monitor January crime, population, demand, and whether northern zones become powered.", "actions": [{"type": "tax", "rate": 5}, {"type": "build", "what": "police", "x": 10, "y": 40}, {"type": "build", "what": "police", "x": 14, "y": 19}, {"type": "build", "what": "police", "x": 48, "y": 3}, {"type": "build", "what": "park", "x": 46, "y": 79}, {"type": "build", "what": "park", "x": 73, "y": 6}, {"type": "build", "what": "park", "x": 14, "y": 19}, {"type": "zone", "zone": "residential", "x": 48, "y": 3, "count": 3, "dir": "east"}, {"type": "zone", "zone": "residential", "x": 52, "y": 0, "count": 3, "dir": "east"}, {"type": "zone", "zone": "residential", "x": 10, "y": 40, "count": 2, "dir": "south"}, {"type": "power_line", "x1": 70, "y1": 6, "x2": 70, "y2": 3}, {"type": "power_line", "x1": 64, "y1": 6, "x2": 64, "y2": 3}, {"type": "power_line", "x1": 70, "y1": 3, "x2": 76, "y2": 3}], "actions_dropped": 0, "results": ["OK tax rate set to 5%", "OK police at (10,40): ok", "OK police at (14,19): ok", "OK police at (48,3): ok", "OK park at (46,79): ok", "OK park at (73,6): ok", "REJECTED park at (14,19): blocked by police station (e.g. (14,19)); bulldoze first or pick another site", "REJECTED residential x3: 0 placed; (48,3) blocked by police station (e.g. (48,3)); bulldoze first or pick another site, (51,3) blocked by road (e.g. (51,3)); bulldoze first or pick another site, (54,3) blocked by residential (e.g. (56,4)); bulldoze first or pick another site", "OK residential x3: 3 placed; (52,0) ok, (55,0) ok, (58,0) ok", "OK residential x2: 1 placed; (10,40) blocked by police station (e.g. (10,40)); bulldoze first or pick another site, (10,43) ok", "OK power_line (70,6)->(70,3): 3/4 tiles ok, $17; 1 blocked by residential e.g. (70, 6)", "OK power_line (64,6)->(64,3): 3/4 tiles ok, $17; 1 blocked by residential e.g. (64, 6)", "OK power_line (70,3)->(76,3): 6/7 tiles ok, $31; 1 blocked by power line e.g. (70, 3)"], "state": {"population_now": 59880, "funds": 12273, "score": 462, "tax": 7}, "info": {"unpowered_zones": 4, "zones_r": 136, "zones_c": 65, "zones_i": 95, "free_sites": 10}, "wall_s": 56.2} {"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: $10,271 tax rate 5% funding: road 100%, fire 100%, police 100%\n last January's budget: tax income $1,430, requested road $2,492, fire $700, police $800; cash flow $-2,562/yr\nPOPULATION: 54,900 now (official census 60,680, Capital); residents 1113, commerce 76, industry 128 (engine units)\nZONES: residential 141, commercial 65, industrial 95; unpowered zones: 4\nDEMAND (-100..+100, positive = the city wants more of it): residential -47, commercial -100, industrial -100\nCITY SCORE (re-evaluated each January, like the official census): 462 / 1000 (change -77 at the last evaluation); approval 44%; top problems (share of citizens): crime 19%, taxes 17%, pollution 11%, housing costs 8%\nAVERAGES (0-255, lower is better except land value): crime 82, pollution 54, traffic 24, land value 50\nSERVICES: coal plants 2, nuclear 3, police 11, fire stations 7, stadiums 1, seaports 1, airports 1; road tiles 2364, rail tiles 597; fires burning 2\nSCENARIO GOAL: Average crime < 60 at the deadline (now 82); 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: (10,40) (14,19) (18,52) (47,14) (48,3) (52,48) (56,44) (83,55)* (94,63) (102,31) (104,90); 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): (64,6) (67,6) (70,6) (80,55)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (52,3) (48,0) (74,6) (30,3) (14,16) (77,6) (6,40) (25,3) (6,44) (36,81)\nLARGE OPEN AREAS (top-left, size): (97,66) 23x23 (70,67) 22x22 (105,0) 15x15 (54,75) 14x14 (0,12) 10x10 (84,0) 9x9\nHOT SPOTS (value@tile range): crime: 250@(86-87,38-39) 250@(80-81,20-21) 250@(78-79,42-43); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15); traffic: 206@(62-63,34-35) 206@(38-39,18-19) 206@(34-35,26-27)\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 .\"\"#\"\"\".\"\".\"\"\"#\"\"\"\"\".\"\"\"\"#RRRRR\"\"\"\"\"..\"\"\"\"\"\".\"\"\"#\".\"\"\"\"\"\"\"\"\"\ny= 2 .\"\"#RR\"\"\"\"\"\"\"\"#\"\"\"\"\".\"\"\"PPRRRRR\"+\"\"++++\"\"\"\"\"\"\"\"\"#\"\"\"\"\"\"\"..\"\"\ny= 4 .\"\"#RR\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"\"PP\"\"RRR.+\"\"+\".\"\".\"\"\"\"\"CC#\"\"\"\"\"\"\"\"\"\".\ny= 6 .\"\"#RR++++++++#RR++RR+RRIIRRIIIIrrrrr.\"\"CC\"\"\"\"CC#CC.\"\"\"\"\"\"\".\ny= 8 \"\"\".RR#########RR#+RR#RRIIRRIIIIrrrrr###CC#######CC.\"\".\"\"\"..\ny= 10 \"\"\".....#RRRRHHCC#CCRIIII#IIIIIIIIAAAAIIRRRR#RRRRRR....\"\"\"\"\"\ny= 12 ..\".....#RRRRHHCC#CCRIIII#IIIIIIIIAAAAIIRRRR#RRRRRR##..\"\"\"\"\"\ny= 14 \"\"\".....#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#,,,#RR,,II\"\"\"\"\"\ny= 16 \"\"\"\"....#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#===#RR==II\"\"\"\"\"\ny= 18 \"\"\"\".RRPPRRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRHHRRRRII\"\"\"\ny= 20 ..\"\".RRPPRRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRHHRRRRIIII\"\ny= 22 \"\"\"\"#RR##RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#####RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#kkk#RRRRkkk=RRII\"\"\"\ny= 26 \"HHR#RRRRHHRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#HHRRRRRRIIIIII\"\ny= 28 .HHR#RRRRHHRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#HHRRRRRRIIIIII~\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 \"\"\".=PPRRRRRRRR=RRRCCRRCC#CCRRRRRRRRRRRRRRRR############~~~~\ny= 42 \"\"\"\"=PPRRRRRRRR#RRRCCRRCC#CCRRRRRRRRRRRRRRRRIIIIIIIOOOI#~~~~\ny= 44 \"\"\"\"=RRRRRRRRRRCCCCCCCCCC#CCPPkkk=RRRRRRRR#kIIIIIIIOOOI~~~~~\ny= 46 \"\"\"\"###RRRRRRRRCCCCCCCCCC#CCPP####RRRRRRRR~~+~~~~~~~~~~~~~~~\ny= 48 .RRR#RRRRFFRRHHCCCCCCCCCC#PPCCRRFFRRRR#~#~~++~~~~~~~~~~~~~~~\ny= 50 #RRR#RRRRFFRRHHCCCCCCCCCC#PPCCRRFFRRRR~~#~~+\"\"~~~~~~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~~~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~+rPPSSS~~~~~~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#~~~~~rPPSSS~~~~~~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"\"\"\"~~~~~~~\"~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCCCCCCC#CCCC#~~~~~~~~\"\"\"k~~~~~~\"\"\"\".\"\"~~~~\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##~~++~=#IIIII\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"+\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..\"\"IIII#IIIIIICC~~~IIEE=CC\"III\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"+\".\"\"\"\"\"..\"\".\ny= 76 \"\"\"\"#############~~~IIEE=CC\"\"\"\".\"\"\".\"......\"\"\"\"+.\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"\"\"IIII#IIIIII~~~~II####RR\"\"\"\".\"\"\".\"\"\"..\"\"\"\".\"+\"\"\"\"\"\"\"\"\"\"\"\"\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#~===~~~~.\"\"#\"\"#.\"\"\"\".\"\"\"\"\".=.\"\"\"\".\"\"\".\"\"+.\"\"\"PP\",,,,,\ny= 92 \"~~~II#~===~~~~\"\"\"#.\"#\"\"\"\"\"\"\"\"\"\"\".=\"\"\"\"\".\"\"\"\"\"\"+\"\"\"\"PP\",,,,,\ny= 94 \".~~II#~===~~~\"\"\"\"#\"\"#\"\"\"\"\"\"\".\"\"\"\"=\"\"\"\"\"\"\"\"\"\"\"\"++++++NNNNNNN\ny= 96 \".\"\"II#~==~~~~\"\"\"\"#.\"#\"...\"\"\".\"\"\"\"=\"\"\".\"\"\"\".\"\".\"\"\"\"\"\"NNNNNNN\ny= 98 \"\"\"\"###+=+++++++++#++#++++++++++++=++++++++++++++++++NNNNNNN\n\nEVENTS SINCE LAST TURN: Shipwreck reported! (at 41,69) | Explosion detected! (at 41,68)\nRESULTS OF YOUR LAST ACTIONS: OK tax rate set to 5% | OK police at (10,40): ok | OK police at (14,19): ok | OK police at (48,3): ok | OK park at (46,79): ok | OK park at (73,6): ok | REJECTED park at (14,19): blocked by police station (e.g. (14,19)); bulldoze first or pick another site | REJECTED residential x3: 0 placed; (48,3) blocked by police station (e.g. (48,3)); bulldoze first or pick another site, (51,3) blocked by road (e.g. (51,3)); bulldoze first or pick another site, (54,3) blocked by residential (e.g. (56,4)); bulldoze first or pick another site | OK residential x3: 3 placed; (52,0) ok, (55,0) ok, (58,0) ok | OK residential x2: 1 placed; (10,40) blocked by police station (e.g. (10,40)); bulldoze first or pick another site, (10,43) ok | OK power_line (70,6)->(70,3): 3/4 tiles ok, $17; 1 blocked by residential e.g. (70, 6) | OK power_line (64,6)->(64,3): 3/4 tiles ok, $17; 1 blocked by residential e.g. (64, 6) | OK power_line (70,3)->(76,3): 6/7 tiles ok, $31; 1 blocked by power line e.g. (70, 3)\nYOUR NOTES FROM LAST TURN: Crime hotspot remains east near x90-95,y42; police now at 83,55 and existing at 94,63/102,31. Tax reduced to 5%; monitor January crime, population, demand, and whether northern zones become powered.", "raw": "{\"thoughts\":\"Crime is the overriding problem, especially the eastern hotspot, while demand is deeply negative and the population remains safely above the floor. I will strengthen police and fire coverage near the worst areas, improve land value with inexpensive parks, and stabilize finances with moderate taxes and reduced road funding.\",\"notes\":\"Check January crime and population next turn. Eastern crime hotspot is around x78-87,y38-43; police at (83,55) is unpowered. Explosion/fire area is near x41,y68. Avoid new zones until demand improves.\",\"actions\":[{\"type\":\"tax\",\"rate\":7},{\"type\":\"funding\",\"road\":80,\"fire\":100,\"police\":100},{\"type\":\"build\",\"what\":\"police\",\"x\":84,\"y\":40},{\"type\":\"build\",\"what\":\"police\",\"x\":76,\"y\":40},{\"type\":\"build\",\"what\":\"fire_station\",\"x\":40,\"y\":66},{\"type\":\"build\",\"what\":\"park\",\"x\":30,\"y\":3},{\"type\":\"build\",\"what\":\"park\",\"x\":14,\"y\":16},{\"type\":\"build\",\"what\":\"park\",\"x\":6,\"y\":40},{\"type\":\"build\",\"what\":\"park\",\"x\":6,\"y\":44},{\"type\":\"build\",\"what\":\"park\",\"x\":36,\"y\":81},{\"type\":\"build\",\"what\":\"park\",\"x\":25,\"y\":3}]}", "routed_model": "openai/gpt-5.6-luna", "usage": {"prompt_tokens": 4195, "completion_tokens": 1162, "total_tokens": 5357, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 4193, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.002687355, "upstream_inference_prompt_cost": 0.001153515, "upstream_inference_completions_cost": 0.00153384}, "completion_tokens_details": {"reasoning_tokens": 868, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.002687355, "latency_s": 10.15, "thoughts": "Crime is the overriding problem, especially the eastern hotspot, while demand is deeply negative and the population remains safely above the floor. I will strengthen police and fire coverage near the worst areas, improve land value with inexpensive parks, and stabilize finances with moderate taxes and reduced road funding.", "notes": "Check January crime and population next turn. Eastern crime hotspot is around x78-87,y38-43; police at (83,55) is unpowered. Explosion/fire area is near x41,y68. Avoid new zones until demand improves.", "actions": [{"type": "tax", "rate": 7}, {"type": "funding", "road": 80, "fire": 100, "police": 100}, {"type": "build", "what": "police", "x": 84, "y": 40}, {"type": "build", "what": "police", "x": 76, "y": 40}, {"type": "build", "what": "fire_station", "x": 40, "y": 66}, {"type": "build", "what": "park", "x": 30, "y": 3}, {"type": "build", "what": "park", "x": 14, "y": 16}, {"type": "build", "what": "park", "x": 6, "y": 40}, {"type": "build", "what": "park", "x": 6, "y": 44}, {"type": "build", "what": "park", "x": 36, "y": 81}, {"type": "build", "what": "park", "x": 25, "y": 3}], "actions_dropped": 0, "results": ["OK tax rate set to 7%", "OK funding set: road 80%, fire 100%, police 100%", "REJECTED police at (84,40): blocked by road, residential (e.g. (84,40)); bulldoze first or pick another site", "REJECTED police at (76,40): blocked by road, residential (e.g. (76,40)); bulldoze first or pick another site", "REJECTED fire_station at (40,66): blocked by commercial, fire, road (e.g. (40,66)); bulldoze first or pick another site", "OK park at (30,3): ok", "OK park at (14,16): ok", "OK park at (6,40): ok", "OK park at (6,44): ok", "OK park at (36,81): ok", "OK park at (25,3): ok"], "state": {"population_now": 54900, "funds": 10271, "score": 462, "tax": 5}, "info": {"unpowered_zones": 4, "zones_r": 141, "zones_c": 65, "zones_i": 95, "free_sites": 10}, "wall_s": 66.5} {"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: $10,209 tax rate 7% funding: road 80%, fire 100%, police 100%\n last January's budget: tax income $1,430, requested road $2,492, fire $700, police $800; cash flow $-2,562/yr\nPOPULATION: 50,000 now (official census 60,680, Capital); residents 1020, commerce 70, industry 115 (engine units)\nZONES: residential 141, commercial 65, industrial 95; unpowered zones: 5\nDEMAND (-100..+100, positive = the city wants more of it): residential -77, commercial -100, industrial -100\nCITY SCORE (re-evaluated each January, like the official census): 462 / 1000 (change -77 at the last evaluation); approval 44%; top problems (share of citizens): crime 19%, taxes 17%, pollution 11%, housing costs 8%\nAVERAGES (0-255, lower is better except land value): crime 77, pollution 55, traffic 24, land value 50\nSERVICES: coal plants 2, nuclear 3, police 11, fire stations 7, stadiums 1, seaports 1, airports 1; road tiles 2380, rail tiles 597; fires burning 2\nSCENARIO GOAL: Average crime < 60 at the deadline (now 77); 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: (10,40) (14,19) (18,52) (47,14) (48,3) (52,48) (56,44) (83,55)* (94,63) (102,31) (104,90); 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): (10,19) (64,6) (67,6) (70,6) (80,55)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (52,3) (48,0) (74,6) (77,6) (14,13) (29,0) (5,37) (5,34) (36,82) (5,45)\nLARGE OPEN AREAS (top-left, size): (97,66) 23x23 (69,67) 22x22 (105,0) 15x15 (54,75) 14x14 (0,10) 10x10 (84,0) 9x9\nHOT SPOTS (value@tile range): crime: 250@(80-81,20-21) 250@(78-79,26-27) 250@(78-79,24-25); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15); traffic: 206@(84-85,42-43) 206@(62-63,34-35) 206@(12-13,22-23)\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 .\"\"#\"\"\".\"\".\"\"\"#\"\"\"\"\".\"\"\"\"#RRRRR\"\"\"\"\"..\"\"\"\"\"\".\"\"\"#\".\"\"\"\"\"\"\"\"\"\ny= 2 .\"\"#RR\"\"\"\"\"\"k\"#k\"\"\"\".\"\"\"PPRRRRR\"+\"\"++++\"\"\"\"\"\"\"\"\"#\"\"\"\"\"\"\"..\"\"\ny= 4 .\"\"#RR\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"\"PP\"\"RRR.+\"\"+\".\"\".\"\"\"\"\"CC#\"\"\"\"\"\"\"\"\"\".\ny= 6 .\"\"#RR++++++++#RR++RR+RRIIRRIIIIrrrrr.\"\"CC\"\"\"\"CC#CC.\"\"\"\"\"\"\".\ny= 8 \"\"\".RR#########RR#+RR#RRIIRRIIIIrrrrr###CC#######CC.\"\".\"\"\"..\ny= 10 \"\"\".....#RRRRHHCC#CCRIIII#IIIIIIIIAAAAIIRRRR#RRRRRR....\"\"\"\"\"\ny= 12 ..\".....#RRRRHHCC#CCRIIII#IIIIIIIIAAAAIIRRRR#RRRRRR##..\"\"\"\"\"\ny= 14 \"\"\".....#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#,,,#RR,,II\"\"\"\"\"\ny= 16 \"\"\"\"...k#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#===#RR==II\"\"\"\"\"\ny= 18 \"\"\"\".rrPPRRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRHHRRRRII\"\"\"\ny= 20 ..\"\".rrPPRRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRHHRRRRIIII\"\ny= 22 \"\"\"\"#RR##RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#####RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#kkk#RRRRkkk=RRII\"\"\"\ny= 26 \"HHR#RRRRHHRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#HHRRRRRRIIIIII\"\ny= 28 .HHR#RRRRHHRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#HHRRRRRRIIIIII~\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 \"\"\"k=PPRRRRRRRR=RRRCCRRCC#CCRRRRRRRRRRRRRRRR############~~~~\ny= 42 \"\"\"\"=PPRRRRRRRR#RRRCCRRCC#CCRRRRRRRRRRRRRRRRIIIIIIIOOOI#~~~~\ny= 44 \"\"\"k=RRRRRRRRRRCCCCCCCCCC#CCPPkkk=RRRRRRRR#kIIIIIIIOOOI~~~~~\ny= 46 \"\"\"\"###RRRRRRRRCCCCCCCCCC#CCPP####RRRRRRRR~~+~~~~~~~~~~~~~~~\ny= 48 .RRR#RRRRFFRRHHCCCCCCCCCC#PPCCRRFFRRRR#~#~~++~~~~~~~~~~~~~~~\ny= 50 #RRR#RRRRFFRRHHCCCCCCCCCC#PPCCRRFFRRRR~~#~~+\"\"~~~~~~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~~~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~+rPPSSS~~~~~~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#~~~~~rPPSSS~~~~~~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"\"\"\"~~~~~~~\"~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCCCCCCC#CCCC#~~~~~~~~\"\"\"k~~~~~~\"\"\"\".\"\"~~~~\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##~~++~=#IIIII\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"+\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..\"\"IIII#IIIIIICC~~~IIEE=CC\"III\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"+\".\"\"\"\"\"..\"\".\ny= 76 \"\"\"\"#############~~~IIEE=CC\"\"\"\".\"\"\".\"......\"\"\"\"+.\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"\"\"IIII#IIIIII~~~~II####RR\"\"\"\".\"\"\".\"\"\"..\"\"\"\".\"+\"\"\"\"\"\"\"\"\"\"\"\"\ny= 80 \"\"\".IIII#IIIIII~~~kII#\"\"=#\"\".\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\"+\"\"\"\"\"\"\"\"\"\"\"\"\ny= 82 \"\"\"\"IIII#IIII~~~~~\"##II+=CC..\"\"..\"\".\"\".\"\"\"\"\"\"\"\"+\"\"\"\"\"\"\"..\"\"\"\ny= 84 .\"\"\"IIII#IIII~~~~\"\"#III##CC\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"+\"\"\"\"\".\"\"\".\"\"\ny= 86 ~\"\".FFII#===~~~~\"\"##IICC=\"\"\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"\".\"+\"\"\"\"\"\"\"\"\".\"\"\ny= 88 ~\"\"\"FFII=~==~~~.\"\"#\"\"#CC====================================\ny= 90 ~~\"\"II#~===~~~~.\"\"#\"\"#.\"\"\"\".\"\"\"\"\".=.\"\"\"\".\"\"\".\"\"+.\"\"\"PP\",,,,,\ny= 92 \"~~~II#~===~~~~\"\"\"#.\"#\"\"\"\"\"\"\"\"\"\"\".=\"\"\"\"\".\"\"\"\"\"\"+\"\"\"\"PP\",,,,,\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 80%, fire 100%, police 100% | REJECTED police at (84,40): blocked by road, residential (e.g. (84,40)); bulldoze first or pick another site | REJECTED police at (76,40): blocked by road, residential (e.g. (76,40)); bulldoze first or pick another site | REJECTED fire_station at (40,66): blocked by commercial, fire, road (e.g. (40,66)); bulldoze first or pick another site | OK park at (30,3): ok | OK park at (14,16): ok | OK park at (6,40): ok | OK park at (6,44): ok | OK park at (36,81): ok | OK park at (25,3): ok\nYOUR NOTES FROM LAST TURN: Check January crime and population next turn. Eastern crime hotspot is around x78-87,y38-43; police at (83,55) is unpowered. Explosion/fire area is near x41,y68. Avoid new zones until demand improves.", "raw": "{\"thoughts\":\"Crime remains the urgent problem, especially in the eastern inner city, while population is still safely above the required floor. I will power the isolated police station and several unpowered zones, add two police stations near the eastern crime concentration, and avoid new development while demand is strongly negative.\",\"notes\":\"Crime hotspot around x78-81,y20-27. Police at (83,55) needs power. Added police planned at (74,6) and (77,6); check January crime, population, fires, and whether these sites were accepted.\",\"actions\":[{\"type\":\"power_line\",\"x1\":83,\"y1\":55,\"x2\":87,\"y2\":55},{\"type\":\"power_line\",\"x1\":64,\"y1\":6,\"x2\":73,\"y2\":6},{\"type\":\"power_line\",\"x1\":10,\"y1\":19,\"x2\":10,\"y2\":16},{\"type\":\"power_line\",\"x1\":80,\"y1\":55,\"x2\":87,\"y2\":55},{\"type\":\"build\",\"what\":\"police\",\"x\":74,\"y\":6},{\"type\":\"build\",\"what\":\"police\",\"x\":77,\"y\":6},{\"type\":\"build\",\"what\":\"park\",\"x\":82,\"y\":20},{\"type\":\"build\",\"what\":\"park\",\"x\":78,\"y\":26}]}", "routed_model": "openai/gpt-5.6-luna", "usage": {"prompt_tokens": 4002, "completion_tokens": 1015, "total_tokens": 5017, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 4000, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.00244024, "upstream_inference_prompt_cost": 0.00110044, "upstream_inference_completions_cost": 0.0013398}, "completion_tokens_details": {"reasoning_tokens": 725, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.00244024, "latency_s": 8.26, "thoughts": "Crime remains the urgent problem, especially in the eastern inner city, while population is still safely above the required floor. I will power the isolated police station and several unpowered zones, add two police stations near the eastern crime concentration, and avoid new development while demand is strongly negative.", "notes": "Crime hotspot around x78-81,y20-27. Police at (83,55) needs power. Added police planned at (74,6) and (77,6); check January crime, population, fires, and whether these sites were accepted.", "actions": [{"type": "power_line", "x1": 83, "y1": 55, "x2": 87, "y2": 55}, {"type": "power_line", "x1": 64, "y1": 6, "x2": 73, "y2": 6}, {"type": "power_line", "x1": 10, "y1": 19, "x2": 10, "y2": 16}, {"type": "power_line", "x1": 80, "y1": 55, "x2": 87, "y2": 55}, {"type": "build", "what": "police", "x": 74, "y": 6}, {"type": "build", "what": "police", "x": 77, "y": 6}, {"type": "build", "what": "park", "x": 82, "y": 20}, {"type": "build", "what": "park", "x": 78, "y": 26}], "actions_dropped": 0, "results": ["OK power_line (83,55)->(87,55): 1/5 tiles ok, $5; 3 blocked by police station e.g. (83, 55); 1 blocked by stadium e.g. (87, 55)", "OK power_line (64,6)->(73,6): 1/10 tiles ok, $6; 9 blocked by residential e.g. (64, 6)", "OK power_line (10,19)->(10,16): 3/4 tiles ok, $15; 1 blocked by residential e.g. (10, 19)", "REJECTED power_line (80,55)->(87,55): 0/8 tiles ok, $0; 3 blocked by residential e.g. (80, 55); 3 blocked by police station e.g. (83, 55); 1 blocked by road e.g. (86, 55); 1 blocked by stadium e.g. (87, 55)", "OK police at (74,6): ok", "OK police at (77,6): ok", "REJECTED park at (82,20): blocked by industrial (e.g. (82,20)); bulldoze first or pick another site", "REJECTED park at (78,26): blocked by road (e.g. (78,26)); bulldoze first or pick another site"], "state": {"population_now": 50000, "funds": 10209, "score": 462, "tax": 7}, "info": {"unpowered_zones": 5, "zones_r": 141, "zones_c": 65, "zones_i": 95, "free_sites": 10}, "wall_s": 74.9} {"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: $9,174 tax rate 7% funding: road 80%, fire 100%, police 100%\n last January's budget: tax income $1,430, requested road $2,492, fire $700, police $800; cash flow $-2,562/yr\nPOPULATION: 47,140 now (official census 60,680, Capital); residents 965, commerce 68, industry 106 (engine units)\nZONES: residential 142, commercial 65, 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): 462 / 1000 (change -77 at the last evaluation); approval 44%; top problems (share of citizens): crime 19%, taxes 17%, pollution 11%, housing costs 8%\nAVERAGES (0-255, lower is better except land value): crime 77, pollution 55, traffic 24, land value 50\nSERVICES: coal plants 2, nuclear 3, police 13, fire stations 7, stadiums 1, seaports 1, airports 1; road tiles 2383, rail tiles 597; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 77); 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 x13: (10,40) (14,19) (18,52) (47,14) (48,3) (52,48) (56,44) (74,6)* (77,6)* (83,55) (94,63) (102,31) (104,90); 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): (64,6) (67,6) (70,6)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (52,3) (48,0) (29,0) (14,13) (5,37) (5,34) (5,45) (36,82) (5,31) (14,10)\nLARGE OPEN AREAS (top-left, size): (97,66) 23x23 (68,67) 22x22 (105,0) 15x15 (54,75) 14x14 (0,11) 10x10 (84,0) 9x9\nHOT SPOTS (value@tile range): crime: 250@(80-81,20-21) 250@(78-79,26-27) 250@(78-79,24-25); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15); traffic: 206@(68-69,50-51) 206@(12-13,22-23) 172@(68-69,46-47)\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 .\"\"#\"\"\".\"\".\"\"\"#\"\"\"\"\".\"\"\"\"#RRRRR\"\"\"\"\"..\"\"\"\"\"\".\"\"\"#\".\"\"\"\"\"\"\"\"\"\ny= 2 .\"\"#RR\"\"\"\"\"\"k\"#k\"\"\"\".\"\"\"PPRRRRR\"+\"\"++++\"\"\"\"\"\"\"\"\"#\"\"\"\"\"\"\"..\"\"\ny= 4 .\"\"#RR\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"\"PP\"\"RRR.+\"\"+\".\"\".\"\"\"\"\"CC#\"\"\"\"\"\"\"\"\"\".\ny= 6 .\"\"#RR++++++++#RR++RR+RRIIRRIIIIrrrrrPPPCC\"\"\"\"CC#CC.\"\"\"\"\"\"\".\ny= 8 \"\"\".RR#########RR#+RR#RRIIRRIIIIrrrrrPPPCC#######CC.\"\".\"\"\"..\ny= 10 \"\"\".....#RRRRHHCC#CCRIIII#IIIIIIIIAAAAIIRRRR#RRRRRR....\"\"\"\"\"\ny= 12 ..\".....#RRRRHHCC#CCRIIII#IIIIIIIIAAAAIIRRRR#RRRRRR##..\"\"\"\"\"\ny= 14 \"\"\".....#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#,,,#RR,,II\"\"\"\"\"\ny= 16 \"\"\"\".+.k#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#===#RR==II\"\"\"\"\"\ny= 18 \"\"\"\".RRPPRRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRHHRRRRII\"\"\"\ny= 20 ..\"\".RRPPRRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRHHRRRRIIII\"\ny= 22 \"\"\"\"#RR##RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#####RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#kkk#RRRRkkk=RRII\"\"\"\ny= 26 \"HHR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#HHRRRRRRIIIIII\"\ny= 28 .HHR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#HHRRRRRRIIIIII~\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 \"\"\"k=PPRRRRRRRR=RRRCCRRCC#CCRRRRRRRRRRRRRRRR############~~~~\ny= 42 \"\"\"\"=PPRRRRRRRR#RRRCCRRCC#CCRRRRRRRRRRRRRRRRIIIIIIIOOOI#~~~~\ny= 44 \"\"\"k=RRRRRRRRRRCCCCCCCCCC#CCPPkkk=RRRRRRRR#kIIIIIIIOOOI~~~~~\ny= 46 \"\"\"\"###RRRRRRRRCCCCCCCCCC#CCPP####RRRRRRRR~~+~~~~~~~~~~~~~~~\ny= 48 .RRR#RRRRFFRRHHCCCCCCCCCC#PPCCRRFFRRRR#~#~~++~~~~~~~~~~~~~~~\ny= 50 #RRR#RRRRFFRRHHCCCCCCCCCC#PPCCRRFFRRRR~~#~~+\"\"~~~~~~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~~~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~+RPPSSS~~~~~~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#~~~~~RPPSSS~~~~~~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"\"\"\"~~~~~~~\"~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCCCCCCC#CCCC#~~~~~~~~\"\"\"k~~~~~~\"\"\"\".\"\"~~~~\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##~~++~=#IIIII\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"+\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..\"\"IIII#IIIIIICC~~~IIEE=CC\"III\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"+\".\"\"\"\"\"..\"\".\ny= 76 \"\"\"\"#############~~~IIEE=CC\"\"\"\".\"\"\".\"......\"\"\"\"+.\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"\"\"IIII#IIIIII~~~~II####RR\"\"\"\".\"\"\".\"\"\"..\"\"\"\".\"+\"\"\"\"\"\"\"\"\"\"\"\"\ny= 80 \"\"\".IIII#IIIIII~~~kII#\"\"=#\"\".\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\"+\"\"\"\"\"\"\"\"\"\"\"\"\ny= 82 \"\"\"\"IIII#IIII~~~~~\"##II+=CC..\"\"..\"\".\"\".\"\"\"\"\"\"\"\"+\"\"\"\"\"\"\"..\"\"\"\ny= 84 .\"\"\"IIII#IIII~~~~\"\"#III##CC\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"+\"\"\"\"\".\"\"\".\"\"\ny= 86 ~\"\".FFII#===~~~~\"\"##IICC=\"\"\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"\".\"+\"\"\"\"\"\"\"\"\".\"\"\ny= 88 ~\"\"\"FFII=~==~~~.\"\"#\"\"#CC====================================\ny= 90 ~~\"\"II#~===~~~~.\"\"#\"\"#.\"\"\"\".\"\"\"\"\".=.\"\"\"\".\"\"\".\"\"+.\"\"\"PP\",,,,,\ny= 92 \"~~~II#~===~~~~\"\"\"#.\"#\"\"\"\"\"\"\"\"\"\"\".=\"\"\"\"\".\"\"\"\"\"\"+\"\"\"\"PP\",,,,,\ny= 94 \".~~II#~===~~~\"\"\"\"#\"\"#\"\"\"\"\"\"\".\"\"\"\"=\"\"\"\"\"\"\"\"\"\"\"\"++++++NNNNNNN\ny= 96 \".\"\"II#~==~~~~\"\"\"\"#.\"#\"...\"\"\".\"\"\"\"=\"\"\".\"\"\"\".\"\".\"\"\"\"\"\"NNNNNNN\ny= 98 \"\"\"\"###+=+++++++++#++#++++++++++++=++++++++++++++++++NNNNNNN\n\nEVENTS SINCE LAST TURN: Population has reached 10,000. | Heavy traffic reported. (at 43,26)\nRESULTS OF YOUR LAST ACTIONS: OK power_line (83,55)->(87,55): 1/5 tiles ok, $5; 3 blocked by police station e.g. (83, 55); 1 blocked by stadium e.g. (87, 55) | OK power_line (64,6)->(73,6): 1/10 tiles ok, $6; 9 blocked by residential e.g. (64, 6) | OK power_line (10,19)->(10,16): 3/4 tiles ok, $15; 1 blocked by residential e.g. (10, 19) | REJECTED power_line (80,55)->(87,55): 0/8 tiles ok, $0; 3 blocked by residential e.g. (80, 55); 3 blocked by police station e.g. (83, 55); 1 blocked by road e.g. (86, 55); 1 blocked by stadium e.g. (87, 55) | OK police at (74,6): ok | OK police at (77,6): ok | REJECTED park at (82,20): blocked by industrial (e.g. (82,20)); bulldoze first or pick another site | REJECTED park at (78,26): blocked by road (e.g. (78,26)); bulldoze first or pick another site\nYOUR NOTES FROM LAST TURN: Crime hotspot around x78-81,y20-27. Police at (83,55) needs power. Added police planned at (74,6) and (77,6); check January crime, population, fires, and whether these sites were accepted.", "raw": "{\"thoughts\":\"Crime is the urgent problem, but demand is deeply negative and the treasury is declining. I will stimulate recovery with a modest tax cut, add inexpensive parks in open land to improve value and crime, and add police coverage near the central hotspot where possible without bulldozing productive industry.\",\"notes\":\"Tax reduced to 6%. Existing police at (74,6) and (77,6) were accepted; inspect January crime and whether the three unpowered zones at (64,6)-(70,6) recover. Avoid new zoning until demand improves; retain cash for services and targeted police.\",\"actions\":[{\"type\":\"tax\",\"rate\":6},{\"type\":\"build\",\"what\":\"park\",\"x\":84,\"y\":0},{\"type\":\"build\",\"what\":\"park\",\"x\":85,\"y\":0},{\"type\":\"build\",\"what\":\"park\",\"x\":86,\"y\":0},{\"type\":\"build\",\"what\":\"park\",\"x\":87,\"y\":0},{\"type\":\"build\",\"what\":\"park\",\"x\":88,\"y\":0},{\"type\":\"build\",\"what\":\"park\",\"x\":84,\"y\":1},{\"type\":\"build\",\"what\":\"park\",\"x\":85,\"y\":1},{\"type\":\"build\",\"what\":\"park\",\"x\":86,\"y\":1},{\"type\":\"build\",\"what\":\"park\",\"x\":87,\"y\":1},{\"type\":\"build\",\"what\":\"park\",\"x\":88,\"y\":1},{\"type\":\"build\",\"what\":\"park\",\"x\":84,\"y\":2},{\"type\":\"build\",\"what\":\"park\",\"x\":85,\"y\":2},{\"type\":\"build\",\"what\":\"park\",\"x\":86,\"y\":2},{\"type\":\"build\",\"what\":\"park\",\"x\":87,\"y\":2},{\"type\":\"build\",\"what\":\"park\",\"x\":88,\"y\":2},{\"type\":\"build\",\"what\":\"police\",\"x\":74,\"y\":20},{\"type\":\"build\",\"what\":\"police\",\"x\":74,\"y\":26},{\"type\":\"build\",\"what\":\"police\",\"x\":82,\"y\":20}]}", "routed_model": "openai/gpt-5.6-luna", "usage": {"prompt_tokens": 4125, "completion_tokens": 947, "total_tokens": 5072, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 4123, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.002384305, "upstream_inference_prompt_cost": 0.001134265, "upstream_inference_completions_cost": 0.00125004}, "completion_tokens_details": {"reasoning_tokens": 516, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.002384305, "latency_s": 7.57, "thoughts": "Crime is the urgent problem, but demand is deeply negative and the treasury is declining. I will stimulate recovery with a modest tax cut, add inexpensive parks in open land to improve value and crime, and add police coverage near the central hotspot where possible without bulldozing productive industry.", "notes": "Tax reduced to 6%. Existing police at (74,6) and (77,6) were accepted; inspect January crime and whether the three unpowered zones at (64,6)-(70,6) recover. Avoid new zoning until demand improves; retain cash for services and targeted police.", "actions": [{"type": "tax", "rate": 6}, {"type": "build", "what": "park", "x": 84, "y": 0}, {"type": "build", "what": "park", "x": 85, "y": 0}, {"type": "build", "what": "park", "x": 86, "y": 0}, {"type": "build", "what": "park", "x": 87, "y": 0}, {"type": "build", "what": "park", "x": 88, "y": 0}, {"type": "build", "what": "park", "x": 84, "y": 1}, {"type": "build", "what": "park", "x": 85, "y": 1}, {"type": "build", "what": "park", "x": 86, "y": 1}, {"type": "build", "what": "park", "x": 87, "y": 1}, {"type": "build", "what": "park", "x": 88, "y": 1}, {"type": "build", "what": "park", "x": 84, "y": 2}, {"type": "build", "what": "park", "x": 85, "y": 2}, {"type": "build", "what": "park", "x": 86, "y": 2}, {"type": "build", "what": "park", "x": 87, "y": 2}, {"type": "build", "what": "park", "x": 88, "y": 2}, {"type": "build", "what": "police", "x": 74, "y": 20}, {"type": "build", "what": "police", "x": 74, "y": 26}, {"type": "build", "what": "police", "x": 82, "y": 20}], "actions_dropped": 0, "results": ["OK tax rate set to 6%", "OK park at (84,0): ok", "OK park at (85,0): ok", "OK park at (86,0): ok", "OK park at (87,0): ok", "OK park at (88,0): ok", "OK park at (84,1): ok", "OK park at (85,1): ok", "OK park at (86,1): ok", "OK park at (87,1): ok", "OK park at (88,1): ok", "OK park at (84,2): ok", "OK park at (85,2): ok", "OK park at (86,2): ok", "OK park at (87,2): ok", "OK park at (88,2): ok", "REJECTED police at (74,20): blocked by industrial, road (e.g. (74,20)); bulldoze first or pick another site", "REJECTED police at (74,26): blocked by road, industrial (e.g. (74,26)); bulldoze first or pick another site", "REJECTED police at (82,20): blocked by industrial, road (e.g. (82,20)); bulldoze first or pick another site"], "state": {"population_now": 47140, "funds": 9174, "score": 462, "tax": 7}, "info": {"unpowered_zones": 3, "zones_r": 142, "zones_c": 65, "zones_i": 95, "free_sites": 10}, "wall_s": 82.7} {"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: $5,998 tax rate 6% funding: road 80%, fire 100%, police 100%\n last January's budget: tax income $974, requested road $2,495, fire $700, police $1,300; cash flow $-3,521/yr\nPOPULATION: 43,700 now (official census 44,420, City); residents 889, commerce 63, industry 99 (engine units)\nZONES: residential 142, commercial 65, 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): 397 / 1000 (change -65 at the last evaluation); approval 39%; top problems (share of citizens): pollution 17%, taxes 13%, crime 8%, housing costs 4%\nAVERAGES (0-255, lower is better except land value): crime 65, pollution 54, traffic 16, land value 50\nSERVICES: coal plants 2, nuclear 3, police 13, fire stations 7, stadiums 1, seaports 1, airports 1; road tiles 2401, rail tiles 597; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 65); 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 x13: (10,40) (14,19) (18,52) (47,14) (48,3) (52,48) (56,44) (74,6)* (77,6)* (83,55) (94,63) (102,31) (104,90); 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): (18,23) (64,6) (67,6) (70,6)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (52,3) (48,0) (29,0) (14,13) (5,37) (5,34) (5,45) (36,82) (5,31) (14,10)\nLARGE OPEN AREAS (top-left, size): (97,66) 23x23 (66,67) 22x22 (105,0) 15x15 (54,77) 12x12 (0,10) 10x10 (55,90) 8x8\nHOT SPOTS (value@tile range): crime: 250@(64-65,26-27) 250@(62-63,28-29) 250@(60-61,26-27); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15); traffic: 206@(62-63,38-39) 206@(28-29,34-35) 206@(12-13,22-23)\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 .\"\"#\"\"\".\"\".\"\"\"#\"\"\"\"\".\"\"\"\"#RRRRR\"\"\"\"\"..\"\"\"\"kkk\"\"\"#\".\"\"\"\"\"\"\"\"\"\ny= 2 .\"\"#RR\"\"\"\"\"\"k\"#k\"\"\"\".\"\"\"PPRRRRR\"+\"\"++++\"\"\"kkk\"\"\"#\"\"\"\"\"\"\"..\"\"\ny= 4 .\"\"#RR\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"\"PP\"\"RRR.+\"\"+\".\"\".\"\"\"\"\"CC#\"\"\"\"\"\"\"\"\"\".\ny= 6 .\"\"#RR++++++++#RR++RR+RRIIRRIIIIrrrrrPPPCC\"\"\"\"CC#CC.\"\"\"\"\"\"\".\ny= 8 \"\"\".RR#########RR#+RR#RRIIRRIIIIrrrrrPPPCC#######CC.\"\".\"\"\"..\ny= 10 \"\"\".....#RRRRHHCC#CCRIIII#IIIIIIIIAAAAIIRRRR#RRRRRR....\"\"\"\"\"\ny= 12 ..\".....#RRRRHHCC#CCRIIII#IIIIIIIIAAAAIIRRRR#RRRRRR##..\"\"\"\"\"\ny= 14 \"\"\".....#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#,,,#RR,,II\"\"\"\"\"\ny= 16 \"\"\"\".+.k#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#===#RR==II\"\"\"\"\"\ny= 18 \"\"\"\".RRPPRRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRHHRRRRII\"\"\"\ny= 20 ..\"\".RRPPRRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRHHRRRRIIII\"\ny= 22 \"\"\"\"#RR##rrRRRRRRRRRRIIII#IIIIIIIIIIIIII#####RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#rrRRRRRRRRRRIIII#IIIIIIIIIIIIII#kkk#RRRRkkk=RRII\"\"\"\ny= 26 \"HHR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#HHRRRRRRIIIIII\"\ny= 28 .HHR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#HHRRRRRRIIIIII~\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 \"\"\"k=PPRRRRRRRR=RRRCCRRCC#CCRRRRRRRRRRRRRRRR############~~~~\ny= 42 \"\"\"\"=PPRRRRRRRR#RRRCCRRCC#CCRRRRRRRRRRRRRRRRIIIIIIIOOOI#~~~~\ny= 44 \"\"\"k=RRRRRRRRRRCCCCCCCCCC#CCPPkkk=RRRRRRRR#kIIIIIIIOOOI~~~~~\ny= 46 \"\"\"\"###RRRRRRRRCCCCCCCCCC#CCPP####RRRRRRRR~~+~~~~~~~~~~~~~~~\ny= 48 .RRR#RRRRFFRRHHCCCCCCCCCC#PPCCRRFFRRRR#~#~~++~~~~~~~~~~~~~~~\ny= 50 #RRR#RRRRFFRRHHCCCCCCCCCC#PPCCRRFFRRRR~~#~~+\"\"~~~~~~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~~~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~+RPPSSS~~~~~~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#~~~~~RPPSSS~~~~~~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"\"\"\"~~~~~~~\"~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCCCCCCC#CCCC#~~~~~~~~\"\"\"k~~~~~~\"\"\"\".\"\"~~~~\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##~~++~=#IIIII\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"+\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..\"\"IIII#IIIIIICC~~~IIEE=CC\"III\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"+\".\"\"\"\"\"..\"\".\ny= 76 \"\"\"\"#############~~~IIEE=CC\"\"\"\".\"\"\".\"......\"\"\"\"+.\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"\"\"IIII#IIIIII~~~~II####RR\"\"\"\".\"\"\".\"\"\"..\"\"\"\".\"+\"\"\"\"\"\"\"\"\"\"\"\"\ny= 80 \"\"\".IIII#IIIIII~~~kII#\"\"=#\"\".\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\"+\"\"\"\"\"\"\"\"\"\"\"\"\ny= 82 \"\"\"\"IIII#IIII~~~~~\"##II+=CC..\"\"..\"\".\"\".\"\"\"\"\"\"\"\"+\"\"\"\"\"\"\"..\"\"\"\ny= 84 .\"\"\"IIII#IIII~~~~\"\"#III##CC\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"+\"\"\"\"\".\"\"\".\"\"\ny= 86 ~\"\".FFII#===~~~~\"\"##IICC=\"\"\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"\".\"+\"\"\"\"\"\"\"\"\".\"\"\ny= 88 ~\"\"\"FFII=~==~~~.\"\"#\"\"#CC====================================\ny= 90 ~~\"\"II#~===~~~~.\"\"#\"\"#.\"\"\"\".\"\"\"\"\".=.\"\"\"\".\"\"\".\"\"+.\"\"\"PP\",,,,,\ny= 92 \"~~~II#~===~~~~\"\"\"#.\"#\"\"\"\"\"\"\"\"\"\"\".=\"\"\"\"\".\"\"\"\"\"\"+\"\"\"\"PP\",,,,,\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 6% | OK park at (84,0): ok | OK park at (85,0): ok | OK park at (86,0): ok | OK park at (87,0): ok | OK park at (88,0): ok | OK park at (84,1): ok | OK park at (85,1): ok | OK park at (86,1): ok | OK park at (87,1): ok | OK park at (88,1): ok | OK park at (84,2): ok | OK park at (85,2): ok | OK park at (86,2): ok | OK park at (87,2): ok | OK park at (88,2): ok | REJECTED police at (74,20): blocked by industrial, road (e.g. (74,20)); bulldoze first or pick another site | REJECTED police at (74,26): blocked by road, industrial (e.g. (74,26)); bulldoze first or pick another site | REJECTED police at (82,20): blocked by industrial, road (e.g. (82,20)); bulldoze first or pick another site\nYOUR NOTES FROM LAST TURN: Tax reduced to 6%. Existing police at (74,6) and (77,6) were accepted; inspect January crime and whether the three unpowered zones at (64,6)-(70,6) recover. Avoid new zoning until demand improves; retain cash for services and targeted police.", "raw": "{\"thoughts\":\"Crime is above the target and concentrated near (60-65,26-29), so I will sacrifice a small residential block for a police station there. I will also restore power to the four unpowered zones, preserving population and future growth while avoiding new zoning during severely negative demand.\",\"notes\":\"Police targeted at (60,26); check whether it reduces the central crime hotspot. Power connections planned to unpowered zones at (64,6)-(70,6) and (18,23). Cash remains important because annual expenses exceed income.\",\"actions\":[{\"type\":\"bulldoze\",\"x\":60,\"y\":26,\"w\":3,\"h\":3},{\"type\":\"build\",\"what\":\"police\",\"x\":60,\"y\":26},{\"type\":\"power_line\",\"x1\":74,\"y1\":6,\"x2\":64,\"y2\":6},{\"type\":\"power_line\",\"x1\":18,\"y1\":20,\"x2\":18,\"y2\":23},{\"type\":\"funding\",\"road\":80,\"fire\":100,\"police\":100},{\"type\":\"tax\",\"rate\":6},{\"type\":\"zoom\",\"x\":52,\"y\":4}]}", "routed_model": "openai/gpt-5.6-luna", "usage": {"prompt_tokens": 4085, "completion_tokens": 765, "total_tokens": 4850, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 4083, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.002133065, "upstream_inference_prompt_cost": 0.001123265, "upstream_inference_completions_cost": 0.0010098}, "completion_tokens_details": {"reasoning_tokens": 516, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.002133065, "latency_s": 6.33, "thoughts": "Crime is above the target and concentrated near (60-65,26-29), so I will sacrifice a small residential block for a police station there. I will also restore power to the four unpowered zones, preserving population and future growth while avoiding new zoning during severely negative demand.", "notes": "Police targeted at (60,26); check whether it reduces the central crime hotspot. Power connections planned to unpowered zones at (64,6)-(70,6) and (18,23). Cash remains important because annual expenses exceed income.", "actions": [{"type": "bulldoze", "x": 60, "y": 26, "w": 3, "h": 3}, {"type": "build", "what": "police", "x": 60, "y": 26}, {"type": "power_line", "x1": 74, "y1": 6, "x2": 64, "y2": 6}, {"type": "power_line", "x1": 18, "y1": 20, "x2": 18, "y2": 23}, {"type": "funding", "road": 80, "fire": 100, "police": 100}, {"type": "tax", "rate": 6}, {"type": "zoom", "x": 52, "y": 4}], "actions_dropped": 0, "results": ["OK bulldoze (60,26) 3x3: 6 tiles cleared, $6", "OK police at (60,26): ok", "REJECTED power_line (74,6)->(64,6): 0/11 tiles ok, $0; 1 blocked by police station e.g. (74, 6); 1 blocked by power line e.g. (73, 6); 9 blocked by residential e.g. (72, 6)", "OK power_line (18,20)->(18,23): 1/4 tiles ok, $5; 3 blocked by residential e.g. (18, 20)", "OK funding set: road 80%, fire 100%, police 100%", "OK tax rate set to 6%", "OK zoom view at (52,4) next turn"], "state": {"population_now": 43700, "funds": 5998, "score": 397, "tax": 6}, "info": {"unpowered_zones": 4, "zones_r": 142, "zones_c": 65, "zones_i": 95, "free_sites": 10}, "wall_s": 89.2} {"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: $5,483 tax rate 6% funding: road 80%, fire 100%, police 100%\n last January's budget: tax income $974, requested road $2,495, fire $700, police $1,300; cash flow $-3,521/yr\nPOPULATION: 37,680 now (official census 44,420, City); residents 772, commerce 53, industry 86 (engine units)\nZONES: residential 142, commercial 65, industrial 94; 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): 397 / 1000 (change -65 at the last evaluation); approval 39%; top problems (share of citizens): pollution 17%, taxes 13%, crime 8%, housing costs 4%\nAVERAGES (0-255, lower is better except land value): crime 54, pollution 48, traffic 16, land value 53\nSERVICES: coal plants 2, nuclear 3, police 14, fire stations 7, stadiums 1, seaports 1, airports 1; road tiles 2354, rail tiles 597; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 54); 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) (14,19) (18,52) (47,14) (48,3) (52,48) (56,44) (60,26) (74,6)* (77,6)* (83,55) (94,63) (102,31) (104,90); 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): (64,6) (67,6) (70,6)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (52,3) (48,0) (29,0) (14,13) (5,37) (5,34) (5,45) (36,82) (5,31) (14,10)\nLARGE OPEN AREAS (top-left, size): (97,66) 23x23 (66,67) 22x22 (105,0) 15x15 (54,77) 12x12 (0,10) 10x10 (55,90) 8x8\nHOT SPOTS (value@tile range): crime: 250@(22-23,76-77) 250@(20-21,78-79) 250@(18-19,64-65); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15); traffic: 206@(12-13,26-27) 206@(12-13,22-23) 188@(28-29,30-31)\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 .\"\"#\"\"\".\"\".\"\"\"#\"\"\"\"\".\"\"\"\"#RRRRR\"\"\"\"\"..\"\"\"\"kkk\"\"\"#\".\"\"\"\"\"\"\"\"\"\ny= 2 .\"\"#RR\"\"\"\"\"\"k\"#k\"\"\"\".\"\"\"PPRRRRR\"+\"\"++++\"\"\"kkk\"\"\"#\"\"\"\"\"\"\"..\"\"\ny= 4 .\"\"#RR\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"\"PP\"\"RRR.+\"\"+\".\"\".\"\"\"\"\"CC#\"\"\"\"\"\"\"\"\"\".\ny= 6 .\"\"#RR++++++++#RR++RR+RRIIRRIIIIrrrrrPPPCC\"\"\"\"CC#CC.\"\"\"\"\"\"\".\ny= 8 \"\"\".RR#########RR#+RR#RRIIRRIIIIrrrrrPPPCC#######CC.\"\".\"\"\"..\ny= 10 \"\"\".....#RRRRHHCC#CCRIIII#IIIIIIIIAAAAIIRRRR#RRRRRR....\"\"\"\"\"\ny= 12 ..\".....#RRRRHHCC#CCRIIII#IIIIIIIIAAAAIIRRRR#RRRRRR##..\"\"\"\"\"\ny= 14 \"\"\".....#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#,,,#RR,,II\"\"\"\"\"\ny= 16 \"\"\"\".+.k#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#===#RR==II\"\"\"\"\"\ny= 18 \"\"\"\".RRPPRRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRHHRRRRII\"\"\"\ny= 20 ..\"\".RRPPRRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRHHRRRRIIII\"\ny= 22 \"\"\"\"#RR##RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#####RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#kkk#RRRRkkk=RRII\"\"\"\ny= 26 \"HHR#RRRRRRRRRRRRRRRRRRII#IIIIPPIIIIIIIIRRRR#HHRRRRRRIIIIII\"\ny= 28 .HHR#RRRRRRRRRRRRRRRRRRII#IIIIPPIIIIIIIIRRRR#HHRRRRRRIIIIII~\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 \"\"\"k=PPRRRRRRRR=RRRCCRRCC#CCRRRRRRRRRRRRRRRR############~~~~\ny= 42 \"\"\"\"=PPRRRRRRRR#RRRCCRRCC#CCRRRRRRRRRRRRRRRRIIIIIIIOOOI#~~~~\ny= 44 \"\"\"k=RRRRRRRRRRCCCCCCCCCC#CCPPkkk=RRRRRRRR#kIIIIIIIOOOI~~~~~\ny= 46 \"\"\"\"###RRRRRRRRCCCCCCCCCC#CCPP####RRRRRRRR~~+~~~~~~~~~~~~~~~\ny= 48 .RRR#RRRRFFRRHHCCCCCCCCCC#PPCCRRFFRRRR#~#~~++~~~~~~~~~~~~~~~\ny= 50 #RRR#RRRRFFRRHHCCCCCCCCCC#PPCCRRFFRRRR~~#~~+\"\"~~~~~~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~~~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~+RPPSSS~~~~~~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#~~~~~RPPSSS~~~~~~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"\"\"\"~~~~~~~\"~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCCCCCCC#CCCC#~~~~~~~~\"\"\"k~~~~~~\"\"\"\".\"\"~~~~\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##~~++~=#IIIII\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"+\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..\"\"IIII#IIIIIICC~~~IIEE=CC\"III\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"+\".\"\"\"\"\"..\"\".\ny= 76 \"\"\"\"#############~~~IIEE=CC\"\"\"\".\"\"\".\"......\"\"\"\"+.\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"\"\"IIII#IIIIII~~~~II####RR\"\"\"\".\"\"\".\"\"\"..\"\"\"\".\"+\"\"\"\"\"\"\"\"\"\"\"\"\ny= 80 \"\"\".IIII#IIIIII~~~kII#\"\"=#\"\".\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\"+\"\"\"\"\"\"\"\"\"\"\"\"\ny= 82 \"\"\"\"IIII#IIII~~~~~\"##II+=CC..\"\"..\"\".\"\".\"\"\"\"\"\"\"\"+\"\"\"\"\"\"\"..\"\"\"\ny= 84 .\"\"\"IIII#IIII~~~~\"\"#III##CC\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"+\"\"\"\"\".\"\"\".\"\"\ny= 86 ~\"\".FFII#===~~~~\"\"##IICC=\"\"\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"\".\"+\"\"\"\"\"\"\"\"\".\"\"\ny= 88 ~\"\"\"FFII=~==~~~.\"\"#\"\"#CC====================================\ny= 90 ~~\"\"II#~===~~~~.\"\"#\"\"#.\"\"\"\".\"\"\"\"\".=.\"\"\"\".\"\"\".\"\"+.\"\"\"PP\",,,,,\ny= 92 \"~~~II#~===~~~~\"\"\"#.\"#\"\"\"\"\"\"\"\"\"\"\".=\"\"\"\"\".\"\"\"\"\"\"+\"\"\"\"PP\",,,,,\ny= 94 \".~~II#~===~~~\"\"\"\"#\"\"#\"\"\"\"\"\"\".\"\"\"\"=\"\"\"\"\"\"\"\"\"\"\"\"++++++NNNNNNN\ny= 96 \".\"\"II#~==~~~~\"\"\"\"#.\"#\"...\"\"\".\"\"\"\"=\"\"\".\"\"\"\".\"\".\"\"\"\"\"\"NNNNNNN\ny= 98 \"\"\"\"###+=+++++++++#++#++++++++++++=++++++++++++++++++NNNNNNN\n\nZOOM (full resolution, 1 char = 1 tile, top-left (52,4)):\n 6 7 8 9 \n 2345678901234567890123456789012345678901\ny= 4 \"\"\".RRRRRR..+\"\"..\"+\"\"\"..\"\"\"\"...\"\"\".\"\"\"\"\"\ny= 5 ....RRRRRR..+\"\"..\"+\"\"\"..\"\"\"\"..\"\"\"\".\"\"\"\"\"\ny= 6 RRR+RRR#####RRRRRRRRR+PPPPPP..\"\"\"\".\"\"\"\"\"\ny= 7 RRR.III#III#RRRRRRRRR.PPPPPP.CCC\"\".\"\"\"\"\"\ny= 8 RRR.III#III#RRRRRRRRR.PPPPPP.CCC...\"\"\"\"\"\ny= 9 ####III#III##################CCC########\ny= 10 III#III#III#III=#kkkkkk=#III#RRR#RRR=#RR\ny= 11 III#III#III#III=#AAAAAA=#III#RRR#RRR=#RR\ny= 12 III#III#III#III=#AAAAAA=#III#RRR#RRR=#RR\ny= 13 #################AAAAAA=################\ny= 14 III#III#III#III=#AAAAAA=#III#RRR#RRR=#,,\ny= 15 III#III#III#III=#AAAAAA=#III#RRR#RRR=#,,\ny= 16 III#III#III#III=#AAAAAA=#III#RRR#RRR=#,,\ny= 17 ===#===#===#====#=======#===#===#====#==\ny= 18 ########################################\ny= 19 III#III#III#III=#III#III#III#III#III=#RR\ny= 20 III#III#III#III=#III#III#III#III#III=#RR\ny= 21 III#III#III#III=#III#III#III#III#III=#RR\ny= 22 ########################################\ny= 23 III#III#III#III=#III#III#III#kkkkkkk=#RR\ny= 24 III#III#III#III=#III#III#III#kkkkkkk=#RR\ny= 25 III#III#III#III=#III#III#III#kkkkkkk=#RR\ny= 26 ########PPP#############################\ny= 27 III#III#PPP#III=#III#III#III#RRR#RRR=#HH\ny= 28 III#III#PPP#III=#III#III#III#RRR#RRR=#HH\n\nEVENTS SINCE LAST TURN: none\nRESULTS OF YOUR LAST ACTIONS: OK bulldoze (60,26) 3x3: 6 tiles cleared, $6 | OK police at (60,26): ok | REJECTED power_line (74,6)->(64,6): 0/11 tiles ok, $0; 1 blocked by police station e.g. (74, 6); 1 blocked by power line e.g. (73, 6); 9 blocked by residential e.g. (72, 6) | OK power_line (18,20)->(18,23): 1/4 tiles ok, $5; 3 blocked by residential e.g. (18, 20) | OK funding set: road 80%, fire 100%, police 100% | OK tax rate set to 6% | OK zoom view at (52,4) next turn\nYOUR NOTES FROM LAST TURN: Police targeted at (60,26); check whether it reduces the central crime hotspot. Power connections planned to unpowered zones at (64,6)-(70,6) and (18,23). Cash remains important because annual expenses exceed income.", "raw": "{\"thoughts\":\"Crime is currently below the deadline threshold, so preserving population and cash is the priority. I will connect the three remaining unpowered zones, raise taxes modestly, and reduce department funding to slow the severe annual deficit while keeping police and fire reasonably effective.\",\"notes\":\"Unpowered zones remain at (64,6), (67,6), (70,6); connect from the nearby existing power network without routing through buildings. Cash conservation is critical; reassess crime and population next turn.\",\"actions\":[{\"type\":\"power_line\",\"x1\":63,\"y1\":5,\"x2\":63,\"y2\":6},{\"type\":\"tax\",\"rate\":8},{\"type\":\"funding\",\"road\":25,\"fire\":80,\"police\":80}]}", "routed_model": "openai/gpt-5.6-luna", "usage": {"prompt_tokens": 4610, "completion_tokens": 1290, "total_tokens": 5900, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 4608, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.00297044, "upstream_inference_prompt_cost": 0.00126764, "upstream_inference_completions_cost": 0.0017028}, "completion_tokens_details": {"reasoning_tokens": 1128, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.00297044, "latency_s": 10.57, "thoughts": "Crime is currently below the deadline threshold, so preserving population and cash is the priority. I will connect the three remaining unpowered zones, raise taxes modestly, and reduce department funding to slow the severe annual deficit while keeping police and fire reasonably effective.", "notes": "Unpowered zones remain at (64,6), (67,6), (70,6); connect from the nearby existing power network without routing through buildings. Cash conservation is critical; reassess crime and population next turn.", "actions": [{"type": "power_line", "x1": 63, "y1": 5, "x2": 63, "y2": 6}, {"type": "tax", "rate": 8}, {"type": "funding", "road": 25, "fire": 80, "police": 80}], "actions_dropped": 0, "results": ["OK power_line (63,5)->(63,6): 1/2 tiles ok, $5; 1 blocked by road e.g. (63, 6)", "OK tax rate set to 8%", "OK funding set: road 25%, fire 80%, police 80%"], "state": {"population_now": 37680, "funds": 5483, "score": 397, "tax": 6}, "info": {"unpowered_zones": 3, "zones_r": 142, "zones_c": 65, "zones_i": 94, "free_sites": 10}, "wall_s": 99.9} {"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: $5,478 tax rate 8% funding: road 25%, fire 80%, police 80%\n last January's budget: tax income $974, requested road $2,495, fire $700, police $1,300; cash flow $-3,521/yr\nPOPULATION: 33,100 now (official census 44,420, City); residents 647, commerce 50, industry 76 (engine units)\nZONES: residential 142, commercial 65, industrial 94; 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): 397 / 1000 (change -65 at the last evaluation); approval 39%; top problems (share of citizens): pollution 17%, taxes 13%, crime 8%, housing costs 4%\nAVERAGES (0-255, lower is better except land value): crime 54, pollution 48, traffic 16, land value 55\nSERVICES: coal plants 2, nuclear 3, police 14, fire stations 7, stadiums 1, seaports 1, airports 1; road tiles 2368, rail tiles 597; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 54); 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) (14,19) (18,52) (47,14) (48,3) (52,48) (56,44) (60,26) (74,6)* (77,6)* (83,55) (94,63) (102,31) (104,90); 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): (64,6) (67,6) (70,6) (77,40)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (52,3) (48,0) (29,0) (14,13) (5,37) (5,34) (5,45) (36,82) (5,31) (14,10)\nLARGE OPEN AREAS (top-left, size): (97,66) 23x23 (72,67) 22x22 (105,0) 15x15 (58,75) 14x14 (0,11) 10x10 (74,90) 8x8\nHOT SPOTS (value@tile range): crime: 250@(22-23,76-77) 250@(20-21,78-79) 250@(18-19,64-65); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15); traffic: 176@(8-9,22-23) 172@(12-13,22-23) 172@(10-11,22-23)\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 .\"\"#\"\"\".\"\".\"\"\"#\"\"\"\"\".\"\"\"\"#RRRRR\"\"\"\"\"..\"\"\"\"kkk\"\"\"#\".\"\"\"\"\"\"\"\"\"\ny= 2 .\"\"#RR\"\"\"\"\"\"k\"#k\"\"\"\".\"\"\"PPRRRRR\"+\"\"++++\"\"\"kkk\"\"\"#\"\"\"\"\"\"\"..\"\"\ny= 4 .\"\"#RR\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"\"PP\"\"RRR++\"\"+\".\"\".\"\"\"\"\"CC#\"\"\"\"\"\"\"\"\"\".\ny= 6 .\"\"#RR++++++++#RR++RR+RRIIRRIIIIrrrrrPPPCC\"\"\"\"CC#CC.\"\"\"\"\"\"\".\ny= 8 \"\"\".RR#########RR#+RR#RRIIRRIIIIrrrrrPPPCC#######CC.\"\".\"\"\"..\ny= 10 \"\"\".....#RRRRHHCC#CCRIIII#IIIIIIIIAAAAIIRRRR#RRRRRR....\"\"\"\"\"\ny= 12 ..\".....#RRRRHHCC#CCRIIII#IIIIIIIIAAAAIIRRRR#RRRRRR##..\"\"\"\"\"\ny= 14 \"\"\".....#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#,,,#RR,,II\"\"\"\"\"\ny= 16 \"\"\"\".+.k#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#===#RR==II\"\"\"\"\"\ny= 18 \"\"\"\".RRPPRRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRHHRRRRII\"\"\"\ny= 20 ..\"\".RRPPRRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRHHRRRRIIII\"\ny= 22 \"\"\"\"#RR##RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#####RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#kkk#RRRRkkk=RRII\"\"\"\ny= 26 \"HHR#RRRRRRRRRRRRRRRRRRII#IIIIPPIIIIIIIIRRRR#HHRRRRRRIIIIII\"\ny= 28 .HHR#RRRRRRRRRRRRRRRRRRII#IIIIPPIIIIIIIIRRRR#HHRRRRRRIIIIII~\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 \"\"\"k=PPRRRRRRRR=RRRCCRRCC#CCRRRRRRRRRRrrRRRR############~~~~\ny= 42 \"\"\"\"=PPRRRRRRRR#RRRCCRRCC#CCRRRRRRRRRRrrRRRRIIIIIIIOOOI#~~~~\ny= 44 \"\"\"k=RRRRRRRRRRCCCCCCCCCC#CCPPkkk=RRRRRRRR#kIIIIIIIOOOI~~~~~\ny= 46 \"\"\"\"###RRRRRRRRCCCCCCCCCC#CCPP####RRRRRRRR~~+~~~~~~~~~~~~~~~\ny= 48 .RRR#RRRRFFRRHHCCCCCCCCCC#PPCCRRFFRRRR#~#~~++~~~~~~~~~~~~~~~\ny= 50 #RRR#RRRRFFRRHHCCCCCCCCCC#PPCCRRFFRRRR~~#~~+\"\"~~~~~~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~~~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~+RPPSSS~~~~~~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#~~~~~RPPSSS~~~~~~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"\"\"\"~~~~~~~\"~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCCCCCCC#CCCC#~~~~~~~~\"\"\"k~~~~~~\"\"\"\".\"\"~~~~\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##~~++~=#IIIII\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"+\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..\"\"IIII#IIIIIICC~~~IIEE=CC\"III\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"+\".\"\"\"\"\"..\"\".\ny= 76 \"\"\"\"#############~~~IIEE=CC\"\"\"\".\"\"\".\"......\"\"\"\"+.\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"\"\"IIII#IIIIII~~~~II####RR\"\"\"\".\"\"\".\"\"\"..\"\"\"\".\"+\"\"\"\"\"\"\"\"\"\"\"\"\ny= 80 \"\"\".IIII#IIIIII~~~kII#\"\"=#\"\".\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\"+\"\"\"\"\"\"\"\"\"\"\"\"\ny= 82 \"\"\"\"IIII#IIII~~~~~\"##II+=CC..\"\"..\"\".\"\".\"\"\"\"\"\"\"\"+\"\"\"\"\"\"\"..\"\"\"\ny= 84 .\"\"\"IIII#IIII~~~~\"\"#III##CC\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"+\"\"\"\"\".\"\"\".\"\"\ny= 86 ~\"\".FFII#===~~~~\"\"##IICC=\"\"\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"\".\"+\"\"\"\"\"\"\"\"\".\"\"\ny= 88 ~\"\"\"FFII=~==~~~.\"\"#\"\"#CC====================================\ny= 90 ~~\"\"II#~===~~~~.\"\"#\"\"#.\"\"\"\".\"\"\"\"\".=.\"\"\"\".\"\"\".\"\"+.\"\"\"PP\",,,,,\ny= 92 \"~~~II#~===~~~~\"\"\"#.\"#\"\"\"\"\"\"\"\"\"\"\".=\"\"\"\"\".\"\"\"\"\"\"+\"\"\"\"PP\",,,,,\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 (63,5)->(63,6): 1/2 tiles ok, $5; 1 blocked by road e.g. (63, 6) | OK tax rate set to 8% | OK funding set: road 25%, fire 80%, police 80%\nYOUR NOTES FROM LAST TURN: Unpowered zones remain at (64,6), (67,6), (70,6); connect from the nearby existing power network without routing through buildings. Cash conservation is critical; reassess crime and population next turn.", "raw": "{\"thoughts\":\"Crime is currently below the required threshold and population remains safely above the floor, so preservation is more important than expansion while demand is deeply negative. Restore the remaining unpowered zones and slightly reduce fire funding to slow the deficit without weakening police coverage.\",\"notes\":\"Prioritize power connections at (64,6), (67,6), (70,6), and (77,40). Keep police at 80% or higher; monitor crime and population before spending on development.\",\"actions\":[{\"type\":\"power_line\",\"x1\":63,\"y1\":5,\"x2\":77,\"y2\":5},{\"type\":\"power_line\",\"x1\":75,\"y1\":39,\"x2\":77,\"y2\":40},{\"type\":\"funding\",\"road\":25,\"fire\":60,\"police\":80},{\"type\":\"zoom\",\"x\":50,\"y\":0}]}", "routed_model": "openai/gpt-5.6-luna", "usage": {"prompt_tokens": 3885, "completion_tokens": 704, "total_tokens": 4589, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 3883, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.001997545, "upstream_inference_prompt_cost": 0.001068265, "upstream_inference_completions_cost": 0.00092928}, "completion_tokens_details": {"reasoning_tokens": 516, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.001997545, "latency_s": 7.63, "thoughts": "Crime is currently below the required threshold and population remains safely above the floor, so preservation is more important than expansion while demand is deeply negative. Restore the remaining unpowered zones and slightly reduce fire funding to slow the deficit without weakening police coverage.", "notes": "Prioritize power connections at (64,6), (67,6), (70,6), and (77,40). Keep police at 80% or higher; monitor crime and population before spending on development.", "actions": [{"type": "power_line", "x1": 63, "y1": 5, "x2": 77, "y2": 5}, {"type": "power_line", "x1": 75, "y1": 39, "x2": 77, "y2": 40}, {"type": "funding", "road": 25, "fire": 60, "police": 80}, {"type": "zoom", "x": 50, "y": 0}], "actions_dropped": 0, "results": ["OK power_line (63,5)->(77,5): 12/15 tiles ok, $68; 3 blocked by power line e.g. (63, 5)", "OK power_line (75,39)->(77,40): 2/4 tiles ok, $10; 1 blocked by road e.g. (76, 39); 1 blocked by residential e.g. (77, 40)", "OK funding set: road 25%, fire 60%, police 80%", "OK zoom view at (50,0) next turn"], "state": {"population_now": 33100, "funds": 5478, "score": 397, "tax": 8}, "info": {"unpowered_zones": 4, "zones_r": 142, "zones_c": 65, "zones_i": 94, "free_sites": 10}, "wall_s": 107.7} {"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: $5,400 tax rate 8% funding: road 25%, fire 60%, police 80%\n last January's budget: tax income $974, requested road $2,495, fire $700, police $1,300; cash flow $-3,521/yr\nPOPULATION: 29,140 now (official census 44,420, City); residents 585, commerce 40, industry 69 (engine units)\nZONES: residential 143, commercial 65, industrial 94; 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): 397 / 1000 (change -65 at the last evaluation); approval 39%; top problems (share of citizens): pollution 17%, taxes 13%, crime 8%, housing costs 4%\nAVERAGES (0-255, lower is better except land value): crime 48, pollution 48, traffic 16, land value 55\nSERVICES: coal plants 2, nuclear 3, police 14, fire stations 7, stadiums 1, seaports 1, airports 1; road tiles 2362, rail tiles 597; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 48); 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) (14,19) (18,52) (47,14) (48,3) (52,48) (56,44) (60,26) (74,6)* (77,6)* (83,55) (94,63) (102,31) (104,90); 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): (64,6) (67,6) (70,6)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (52,3) (48,0) (29,0) (14,13) (5,37) (5,34) (5,45) (36,82) (5,31) (14,10)\nLARGE OPEN AREAS (top-left, size): (97,64) 23x23 (72,67) 22x22 (105,0) 15x15 (58,75) 14x14 (0,11) 10x10 (81,90) 8x8\nHOT SPOTS (value@tile range): crime: 250@(18-19,64-65) 250@(14-15,64-65) 246@(20-21,78-79); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15); traffic: 196@(72-73,30-31) 188@(12-13,22-23) 152@(76-77,46-47)\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 .\"\"#\"\"\".\"\".\"\"\"#\"\"\"\"\".\"\"\"\"#RRRRR\"\"\"\"\"..\"\"\"\"kkk\"\"\"#\".\"\"\"\"\"\"\"\"\"\ny= 2 .\"\"#RR\"\"\"\"\"\"k\"#k\"\"\"\".\"\"\"PPRRRRR\"+\"\"++++\"\"\"kkk\"\"\"#\"\"\"\"\"\"\"..\"\"\ny= 4 .\"\"#RR\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"\"PP\"\"RRR++++++++\".\"\"\"\"\"CC#\"\"\"\"\"\"\"\"\"\".\ny= 6 .\"\"#RR++++++++#RR++RR+RRIIRRIIIIrrrrrPPPCC\"\"\"\"CC#CC.\"\"\"\"\"\"\".\ny= 8 \"\"\".RR#########RR#+RR#RRIIRRIIIIrrrrrPPPCC#######CC.\"\".\"\"\"..\ny= 10 \"\"\".....#RRRRRRCC#CCRIIII#IIIIIIIIAAAAIIRRRR#RRRRRR....\"\"\"\"\"\ny= 12 ..\".....#RRRRRRCC#CCRIIII#IIIIIIIIAAAAIIRRRR#RRRRRR##..\"\"\"\"\"\ny= 14 \"\"\".....#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#,,,#RR,,II\"\"\"\"\"\ny= 16 \"\"\"\".+.k#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#===#RR==II\"\"\"\"\"\ny= 18 \"\"\"\".RRPPRRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRHHRRRRII\"\"\"\ny= 20 ..\"\".RRPPRRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRHHRRRRIIII\"\ny= 22 \"\"\"\"#RR##RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#####RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#kkk#RRRRkkk=RRII\"\"\"\ny= 26 \"HHR#RRRRRRRRRRRRRRRRRRII#IIIIPPIIIIIIIIRRRR#HHRRRRRRIIIIII\"\ny= 28 .HHR#RRRRRRRRRRRRRRRRRRII#IIIIPPIIIIIIIIRRRR#HHRRRRRRIIIIII~\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 \"\"\"k=PPRRRRRRRR=RRRCCRRCC#CCRRRRRRRRRRRRRRRR############~~~~\ny= 42 \"\"\"\"=PPRRRRRRRR#RRRCCRRCC#CCRRRRRRRRRRRRRRRRIIIIIIIOOOI#~~~~\ny= 44 \"\"\"k=RRRRRRRRRRCCCCCCCCCC#CCPPkkk=RRRRRRRR#kIIIIIIIOOOI~~~~~\ny= 46 \"\"\"\"###RRRRRRRRCCCCCCCCCC#CCPP####RRRRRRRR~~+~~~~~~~~~~~~~~~\ny= 48 .RRR#RRRRFFRRHHCCCCCCCCCC#PPCCRRFFRRRR#~#~~++~~~~~~~~~~~~~~~\ny= 50 #RRR#RRRRFFRRHHCCCCCCCCCC#PPCCRRFFRRRR~~#~~+\"\"~~~~~~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~~~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~+RPPSSS~~~~~~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#~~~~~RPPSSS~~~~~~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"\"\"\"~~~~~~~\"~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCCCCCCC#CCCC#~~~~~~~~\"\"\"k~~~~~~\"\"\"\".\"\"~~~~\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##~~++~=#IIIII\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"+\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..\"\"IIII#IIIIIICC~~~IIEE=CC\"III\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"+\".\"\"\"\"\"..\"\".\ny= 76 \"\"\"\"#############~~~IIEE=CC\"\"\"\".\"\"\".\"......\"\"\"\"+.\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"\"\"IIII#IIIIII~~~~II####RR\"\"\"\".\"\"\".\"\"\"..\"\"\"\".\"+\"\"\"\"\"\"\"\"\"\"\"\"\ny= 80 \"\"\".IIII#IIIIII~~~kII#\"\"=#\"\".\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\"+\"\"\"\"\"\"\"\"\"\"\"\"\ny= 82 \"\"\"\"IIII#IIII~~~~~\"##II+=CC..\"\"..\"\".\"\".\"\"\"\"\"\"\"\"+\"\"\"\"\"\"\"..\"\"\"\ny= 84 .\"\"\"IIII#IIII~~~~\"\"#III##CC\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"+\"\"\"\"\".\"\"\".\"\"\ny= 86 ~\"\".FFII#===~~~~\"\"##IICC=\"\"\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"\".\"+\"\"\"\"\"\"\"\"\".\"\"\ny= 88 ~\"\"\"FFII=~==~~~.\"\"#\"\"#CC====================================\ny= 90 ~~\"\"II#~===~~~~.\"\"#\"\"#.\"\"\"\".\"\"\"\"\".=.\"\"\"\".\"\"\".\"\"+.\"\"\"PP\",,,,,\ny= 92 \"~~~II#~===~~~~\"\"\"#.\"#\"\"\"\"\"\"\"\"\"\"\".=\"\"\"\"\".\"\"\"\"\"\"+\"\"\"\"PP\",,,,,\ny= 94 \".~~II#~===~~~\"\"\"\"#\"\"#\"\"\"\"\"\"\".\"\"\"\"=\"\"\"\"\"\"\"\"\"\"\"\"++++++NNNNNNN\ny= 96 \".\"\"II#~==~~~~\"\"\"\"#.\"#\"...\"\"\".\"\"\"\"=\"\"\".\"\"\"\".\"\".\"\"\"\"\"\"NNNNNNN\ny= 98 \"\"\"\"###+=+++++++++#++#++++++++++++=++++++++++++++++++NNNNNNN\n\nZOOM (full resolution, 1 char = 1 tile, top-left (50,0)):\n 5 6 7 8 \n 0123456789012345678901234567890123456789\ny= 0 .#RRRRRRRRR.\"\"\".............\"\"\"\"\"\"kkkkk.\ny= 1 .#RRRRRRRRR.\"\"\"..\"\"\"\"......\"\"\"\"\"\"\"kkkkk.\ny= 2 .#RRRRRRRRR.\"\"\"..\"\"\"\"......\"\"\"\"\"\".kkkkk.\ny= 3 P#\"\"\"...\"RRR..+..\"\".+++++++\"\"\"\"....\"\".\"\"\ny= 4 P#\"\"\".RRRRRR..+\"\"..\"+\"\"\"..\"\"\"\"...\"\"\".\"\"\"\ny= 5 P#....RRRRRR.+++++++++++++++\"\"..\"\"\"\".\"\"\"\ny= 6 I#RRR+RRR#####RRRRRRRRR+PPPPPP..\"\"\"\".\"\"\"\ny= 7 I#RRR.III#III#RRRRRRRRR.PPPPPP.CCC\"\".\"\"\"\ny= 8 I#RRR.III#III#RRRRRRRRR.PPPPPP.CCC...\"\"\"\ny= 9 ######III#III##################CCC######\ny= 10 =#III#III#III#III=#kkkkkk=#III#RRR#RRR=#\ny= 11 =#III#III#III#III=#AAAAAA=#III#RRR#RRR=#\ny= 12 =#III#III#III#III=#AAAAAA=#III#RRR#RRR=#\ny= 13 ###################AAAAAA=##############\ny= 14 =#III#III#III#III=#AAAAAA=#III#RRR#RRR=#\ny= 15 =#III#III#III#III=#AAAAAA=#III#RRR#RRR=#\ny= 16 =#III#III#III#III=#AAAAAA=#III#RRR#RRR=#\ny= 17 =#===#===#===#====#=======#===#===#====#\ny= 18 ########################################\ny= 19 =#III#III#III#III=#III#III#III#III#III=#\ny= 20 =#III#III#III#III=#III#III#III#III#III=#\ny= 21 =#III#III#III#III=#III#III#III#III#III=#\ny= 22 ########################################\ny= 23 =#III#III#III#III=#III#III#III#kkkkkkk=#\ny= 24 =#III#III#III#III=#III#III#III#kkkkkkk=#\n\nEVENTS SINCE LAST TURN: none\nRESULTS OF YOUR LAST ACTIONS: OK power_line (63,5)->(77,5): 12/15 tiles ok, $68; 3 blocked by power line e.g. (63, 5) | OK power_line (75,39)->(77,40): 2/4 tiles ok, $10; 1 blocked by road e.g. (76, 39); 1 blocked by residential e.g. (77, 40) | OK funding set: road 25%, fire 60%, police 80% | OK zoom view at (50,0) next turn\nYOUR NOTES FROM LAST TURN: Prioritize power connections at (64,6), (67,6), (70,6), and (77,40). Keep police at 80% or higher; monitor crime and population before spending on development.", "raw": "{\"thoughts\":\"Crime is currently below the threshold, but the south-west hotspot needs additional police coverage. I will connect the remaining unpowered northern zones and add a police station at the open western edge near the worst crime area, while preserving cash for the population and services.\",\"notes\":\"Maintain 8% taxes and police at 80%+. Check whether zones (64,6), (67,6), and (70,6) became powered; monitor crime and population, especially the south-west hotspot around x14-21, y64-79.\",\"actions\":[{\"type\":\"power_line\",\"x1\":63,\"y1\":4,\"x2\":63,\"y2\":6},{\"type\":\"build\",\"what\":\"police\",\"x\":0,\"y\":63},{\"type\":\"build\",\"what\":\"park\",\"x\":1,\"y\":63},{\"type\":\"build\",\"what\":\"park\",\"x\":2,\"y\":63},{\"type\":\"build\",\"what\":\"park\",\"x\":3,\"y\":63},{\"type\":\"zoom\",\"x\":0,\"y\":58}]}", "routed_model": "openai/gpt-5.6-luna", "usage": {"prompt_tokens": 4556, "completion_tokens": 1224, "total_tokens": 5780, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 4554, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.00286847, "upstream_inference_prompt_cost": 0.00125279, "upstream_inference_completions_cost": 0.00161568}, "completion_tokens_details": {"reasoning_tokens": 1000, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.00286847, "latency_s": 11.12, "thoughts": "Crime is currently below the threshold, but the south-west hotspot needs additional police coverage. I will connect the remaining unpowered northern zones and add a police station at the open western edge near the worst crime area, while preserving cash for the population and services.", "notes": "Maintain 8% taxes and police at 80%+. Check whether zones (64,6), (67,6), and (70,6) became powered; monitor crime and population, especially the south-west hotspot around x14-21, y64-79.", "actions": [{"type": "power_line", "x1": 63, "y1": 4, "x2": 63, "y2": 6}, {"type": "build", "what": "police", "x": 0, "y": 63}, {"type": "build", "what": "park", "x": 1, "y": 63}, {"type": "build", "what": "park", "x": 2, "y": 63}, {"type": "build", "what": "park", "x": 3, "y": 63}, {"type": "zoom", "x": 0, "y": 58}], "actions_dropped": 0, "results": ["OK power_line (63,4)->(63,6): 1/3 tiles ok, $5; 1 blocked by power line e.g. (63, 5); 1 blocked by road e.g. (63, 6)", "OK police at (0,63): ok", "REJECTED park at (1,63): blocked by police station (e.g. (1,63)); bulldoze first or pick another site", "REJECTED park at (2,63): blocked by police station (e.g. (2,63)); bulldoze first or pick another site", "OK park at (3,63): ok", "OK zoom view at (0,58) next turn"], "state": {"population_now": 29140, "funds": 5400, "score": 397, "tax": 8}, "info": {"unpowered_zones": 3, "zones_r": 143, "zones_c": 65, "zones_i": 94, "free_sites": 10}, "wall_s": 119.0} {"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: $3,503 tax rate 8% funding: road 25%, fire 60%, police 80%\n last January's budget: tax income $862, requested road $2,482, fire $700, police $1,500; cash flow $-3,820/yr\nPOPULATION: 25,640 now (official census 26,160, City); residents 506, commerce 35, industry 62 (engine units)\nZONES: residential 144, commercial 65, industrial 94; 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): 333 / 1000 (change -64 at the last evaluation); approval 30%; top problems (share of citizens): crime 13%, taxes 10%, pollution 9%, housing costs 3%\nAVERAGES (0-255, lower is better except land value): crime 43, pollution 47, traffic 7, land value 56\nSERVICES: coal plants 2, nuclear 3, police 15, fire stations 7, stadiums 1, seaports 1, airports 1; road tiles 2345, rail tiles 597; 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 x15: (0,63)* (10,40) (14,19) (18,52) (47,14) (48,3) (52,48) (56,44) (60,26) (74,6)* (77,6)* (83,55) (94,63) (102,31) (104,90); 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): (64,6) (67,6) (70,6)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (52,3) (48,0) (29,0) (14,13) (5,37) (5,34) (5,45) (36,82) (5,31) (14,10)\nLARGE OPEN AREAS (top-left, size): (97,66) 23x23 (69,67) 22x22 (105,0) 15x15 (54,75) 14x14 (0,11) 10x10 (50,90) 8x8\nHOT SPOTS (value@tile range): crime: 244@(20-21,78-79) 235@(18-19,80-81) 232@(22-23,76-77); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15); traffic: 206@(28-29,34-35) 192@(16-17,22-23) 172@(12-13,22-23)\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 .\"\"#\"\"\".\"\".\"\"\"#\"\"\"\"\".\"\"\"\"#RRRRR\"\"\"\"\"..\"\"\"\"kkk\"\"\"#\".\"\"\"\"\"\"\"\"\"\ny= 2 .\"\"#RR\"\"\"\"\"\"k\"#k\"\"\"\".\"\"\"PPRRRRR\"+\"\"++++\"\"\"kkk\"\"\"#\"\"\"\"\"\"\"..\"\"\ny= 4 .\"\"#RR\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"\"PP\"\"RRR++++++++\".\"\"\"\"\"CC#\"\"\"\"\"\"\"\"\"\".\ny= 6 .\"\"#RR++++++++#RR++RR+RRIIRRIIIIrrrrrPPPCC\"\"\"\"CC#CC.\"\"\"\"\"\"\".\ny= 8 \"\"\".RR#########RR#+RR#RRIIRRIIIIrrrrrPPPCC#######CC.\"\".\"\"\"..\ny= 10 \"\"\".....#RRRRRRCC#CCRIIII#IIIIIIIIAAAAIIRRRR#RRRRRR....\"\"\"\"\"\ny= 12 ..\".....#RRRRRRCC#CCRIIII#IIIIIIIIAAAAIIRRRR#RRRRRR##..\"\"\"\"\"\ny= 14 \"\"\".....#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#,,,#RR,,II\"\"\"\"\"\ny= 16 \"\"\"\".+.k#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#===#RR==II\"\"\"\"\"\ny= 18 \"\"\"\".RRPPRRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRII\"\"\"\ny= 20 ..\"\".RRPPRRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRIIII\"\ny= 22 \"\"\"\"#RR##RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#####RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#kkk#RRRRkkk=RRII\"\"\"\ny= 26 \"HHR#RRRRRRRRRRRRRRRRRRII#IIIIPPIIIIIIIIRRRR#HHRRRRRRIIIIII\"\ny= 28 .HHR#RRRRRRRRRRRRRRRRRRII#IIIIPPIIIIIIIIRRRR#HHRRRRRRIIIIII~\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 \"\"\"k=PPRRRRRRRR=RRRCCRRCC#CCRRRRRRRRRRRRRRRR############~~~~\ny= 42 \"\"\"\"=PPRRRRRRRR#RRRCCRRCC#CCRRRRRRRRRRRRRRRRIIIIIIIOOOI#~~~~\ny= 44 \"\"\"k=RRRRRRRRRRCCCCCCCCCC#CCPPkkk=RRRRRRRR#kIIIIIIIOOOI~~~~~\ny= 46 \"\"\"\"###RRRRRRRRCCCCCCCCCC#CCPP####RRRRRRRR~~+~~~~~~~~~~~~~~~\ny= 48 .RRR#RRRRFFRRHHCCCCCCCCCC#PPCCRRFFRRRR#~#~~++~~~~~~~~~~~~~~~\ny= 50 #RRR#RRRRFFRRHHCCCCCCCCCC#PPCCRRFFRRRR~~#~~+\"\"~~~~~~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~~~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~+RPPSSS~~~~~~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#~~~~~RPPSSS~~~~~~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"\"\"\"~~~~~~~\"~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCCCCCCC#CCCC#~~~~~~~~\"\"\"k~~~~~~\"\"\"\".\"\"~~~~\ny= 62 PP.\"IIII#IIIIIICCCCCCCCCC#CC~~~~~~~~~~~~~~~~~~~PP\"\"\"\"...\"\"\"~\ny= 64 PP..IIII#IIIIIICCCCCC###=##~~~~~~~~~~~~~~~~~~~\"PP\"\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC++~=#~~~~~~~~~~~~~~~~~\"\".\"+\"\"\"\".\"\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC#,++~=##II~\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"+\".\"\"\"..\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~++~=#III\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"+\"\"\"\"\"\"\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~++~=#IIIII\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"+\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..\"\"IIII#IIIIIICC~~~IIEE=CC\"III\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"+\".\"\"\"\"\"..\"\".\ny= 76 \"\"\"\"#############~~~IIEE=CC\"\"\"\".\"\"\".\"......\"\"\"\"+.\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"\"\"IIII#IIIIII~~~~II####RR\"\"\"\".\"\"\".\"\"\"..\"\"\"\".\"+\"\"\"\"\"\"\"\"\"\"\"\"\ny= 80 \"\"\".IIII#IIIIII~~~kII#\"\"=#\"\".\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\"+\"\"\"\"\"\"\"\"\"\"\"\"\ny= 82 \"\"\"\"IIII#IIII~~~~~\"##II+=CC..\"\"..\"\".\"\".\"\"\"\"\"\"\"\"+\"\"\"\"\"\"\"..\"\"\"\ny= 84 .\"\"\"IIII#IIII~~~~\"\"#III##CC\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"+\"\"\"\"\".\"\"\".\"\"\ny= 86 ~\"\".FFII#===~~~~\"\"##IICC=\"\"\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"\".\"+\"\"\"\"\"\"\"\"\".\"\"\ny= 88 ~\"\"\"FFII=~==~~~.\"\"#\"\"#CC====================================\ny= 90 ~~\"\"II#~===~~~~.\"\"#\"\"#.\"\"\"\".\"\"\"\"\".=.\"\"\"\".\"\"\".\"\"+.\"\"\"PP\",,,,,\ny= 92 \"~~~II#~===~~~~\"\"\"#.\"#\"\"\"\"\"\"\"\"\"\"\".=\"\"\"\"\".\"\"\"\"\"\"+\"\"\"\"PP\",,,,,\ny= 94 \".~~II#~===~~~\"\"\"\"#\"\"#\"\"\"\"\"\"\".\"\"\"\"=\"\"\"\"\"\"\"\"\"\"\"\"++++++NNNNNNN\ny= 96 \".\"\"II#~==~~~~\"\"\"\"#.\"#\"...\"\"\".\"\"\"\"=\"\"\".\"\"\"\".\"\".\"\"\"\"\"\"NNNNNNN\ny= 98 \"\"\"\"###+=+++++++++#++#++++++++++++=++++++++++++++++++NNNNNNN\n\nZOOM (full resolution, 1 char = 1 tile, top-left (0,58)):\n 0 1 2 3 \n 0123456789012345678901234567890123456789\ny= 58 \"\"\"\"\".\"\"#=RRR#RRR#RRR#RRR#RRR#=CCC#CCC#C\ny= 59 \"\"\"\"..\"\"################################\ny= 60 \"\"\"...\"\"#===#===#====#===#===#===#===#==\ny= 61 ......\"\"#III#III#=III#III#III#CCC#CCC#CC\ny= 62 .\"\"...\"\"#III#III#=III#III#III#CCC#CCC#CC\ny= 63 PPPk..\"\"#III#III#=III#III#III#CCC#CCC#CC\ny= 64 PPP.....################################\ny= 65 PPP.....#III#III#=III#III#III#CCC#CCC#CC\ny= 66 \"\"\"\"\"\"\".#III#III#=III#III#III#CCC#CCC#CC\ny= 67 \"\"\"\"\"\"\"\"#III#III#=III#III#III#CCC#CCC#CC\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 \"\"..\"\"..#####################~~~~~~~k.\".\ny= 82 \"\"\".....#III#III#=III#III#..~~~~~~~\"\"..#\n\nEVENTS SINCE LAST TURN: Heavy traffic reported. (at 14,23)\nRESULTS OF YOUR LAST ACTIONS: OK power_line (63,4)->(63,6): 1/3 tiles ok, $5; 1 blocked by power line e.g. (63, 5); 1 blocked by road e.g. (63, 6) | OK police at (0,63): ok | REJECTED park at (1,63): blocked by police station (e.g. (1,63)); bulldoze first or pick another site | REJECTED park at (2,63): blocked by police station (e.g. (2,63)); bulldoze first or pick another site | OK park at (3,63): ok | OK zoom view at (0,58) next turn\nYOUR NOTES FROM LAST TURN: Maintain 8% taxes and police at 80%+. Check whether zones (64,6), (67,6), and (70,6) became powered; monitor crime and population, especially the south-west hotspot around x14-21, y64-79.", "raw": "{\"thoughts\":\"Crime is currently below the target but concentrated in the southwest hotspot, so I will add police coverage there and keep police fully funded. I will improve fiscal stability with a 10% tax rate and reduced fire funding while preserving basic road funding, and connect the remaining unpowered northern zones if possible.\",\"notes\":\"Police station added at (5,76) near the southwest crime hotspot. Taxes 10%; road 25%, fire 25%, police 100%. Check population, crime, finances, and northern unpowered zones next turn.\",\"actions\":[{\"type\":\"tax\",\"rate\":10},{\"type\":\"funding\",\"road\":25,\"fire\":25,\"police\":100},{\"type\":\"build\",\"what\":\"police\",\"x\":5,\"y\":76},{\"type\":\"power_line\",\"x1\":62,\"y1\":6,\"x2\":64,\"y2\":6},{\"type\":\"zoom\",\"x\":0,\"y\":70}]}", "routed_model": "openai/gpt-5.6-luna", "usage": {"prompt_tokens": 4597, "completion_tokens": 988, "total_tokens": 5585, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 4595, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.002568225, "upstream_inference_prompt_cost": 0.001264065, "upstream_inference_completions_cost": 0.00130416}, "completion_tokens_details": {"reasoning_tokens": 787, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.002568225, "latency_s": 9.84, "thoughts": "Crime is currently below the target but concentrated in the southwest hotspot, so I will add police coverage there and keep police fully funded. I will improve fiscal stability with a 10% tax rate and reduced fire funding while preserving basic road funding, and connect the remaining unpowered northern zones if possible.", "notes": "Police station added at (5,76) near the southwest crime hotspot. Taxes 10%; road 25%, fire 25%, police 100%. Check population, crime, finances, and northern unpowered zones next turn.", "actions": [{"type": "tax", "rate": 10}, {"type": "funding", "road": 25, "fire": 25, "police": 100}, {"type": "build", "what": "police", "x": 5, "y": 76}, {"type": "power_line", "x1": 62, "y1": 6, "x2": 64, "y2": 6}, {"type": "zoom", "x": 0, "y": 70}], "actions_dropped": 0, "results": ["OK tax rate set to 10%", "OK funding set: road 25%, fire 25%, police 100%", "OK police at (5,76): ok", "REJECTED power_line (62,6)->(64,6): 0/3 tiles ok, $0; 2 blocked by road e.g. (62, 6); 1 blocked by residential e.g. (64, 6)", "OK zoom view at (0,70) next turn"], "state": {"population_now": 25640, "funds": 3503, "score": 333, "tax": 8}, "info": {"unpowered_zones": 3, "zones_r": 144, "zones_c": 65, "zones_i": 94, "free_sites": 10}, "wall_s": 129.0} {"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: $2,999 tax rate 10% funding: road 25%, fire 25%, police 100%\n last January's budget: tax income $862, requested road $2,482, fire $700, police $1,500; cash flow $-3,820/yr\nPOPULATION: 23,360 now (official census 26,160, City); residents 456, commerce 32, industry 57 (engine units)\nZONES: residential 145, commercial 65, industrial 94; 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): 333 / 1000 (change -64 at the last evaluation); approval 30%; top problems (share of citizens): crime 13%, taxes 10%, pollution 9%, housing costs 3%\nAVERAGES (0-255, lower is better except land value): crime 43, pollution 49, traffic 7, land value 57\nSERVICES: coal plants 2, nuclear 3, police 16, fire stations 7, stadiums 1, seaports 1, airports 1; road tiles 2359, rail tiles 597; 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 x16: (0,63)* (5,76)* (10,40) (14,19) (18,52) (47,14) (48,3) (52,48) (56,44) (60,26) (74,6)* (77,6)* (83,55) (94,63) (102,31) (104,90); 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): (64,6) (67,6) (70,6)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (52,3) (48,0) (29,0) (14,13) (5,37) (5,34) (5,45) (36,82) (5,31) (14,10)\nLARGE OPEN AREAS (top-left, size): (97,66) 23x23 (68,67) 22x22 (105,0) 15x15 (54,75) 14x14 (0,10) 10x10 (55,90) 8x8\nHOT SPOTS (value@tile range): crime: 244@(20-21,78-79) 235@(18-19,80-81) 232@(22-23,76-77); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15); traffic: 126@(28-29,20-21) 94@(28-29,34-35) 82@(62-63,46-47)\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 .\"\"#\"\"\".\"\".\"\"\"#\"\"\"\"\".\"\"\"\"#RRRRR\"\"\"\"\"..\"\"\"\"kkk\"\"\"#\".\"\"\"\"\"\"\"\"\"\ny= 2 .\"\"#RR\"\"\"\"\"\"k\"#k\"\"\"\".\"\"\"PPRRRRR\"+\"\"++++\"\"\"kkk\"\"\"#\"\"\"\"\"\"\"..\"\"\ny= 4 .\"\"#RR\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"\"PP\"\"RRR++++++++\".\"\"\"\"\"CC#\"\"\"\"\"\"\"\"\"\".\ny= 6 .\"\"#RR++++++++#RR++RR+RRIIRRIIIIrrrrrPPPCC\"\"\"\"CC#CC.\"\"\"\"\"\"\".\ny= 8 \"\"\".RR#########RR#+RR#RRIIRRIIIIrrrrrPPPCC#######CC.\"\".\"\"\"..\ny= 10 \"\"\".....#RRRRRRCC#CCRIIII#IIIIIIIIAAAAIIRRRR#RRRRRR....\"\"\"\"\"\ny= 12 ..\".....#RRRRRRCC#CCRIIII#IIIIIIIIAAAAIIRRRR#RRRRRR##..\"\"\"\"\"\ny= 14 \"\"\".....#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#,,,#RR,,II\"\"\"\"\"\ny= 16 \"\"\"\".+.k#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#===#RR==II\"\"\"\"\"\ny= 18 \"\"\"\".RRPPRRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRII\"\"\"\ny= 20 ..\"\".RRPPRRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRIIII\"\ny= 22 \"\"\"\"#RR##RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#####RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#kkk#RRRRkkk=RRII\"\"\"\ny= 26 \"HHR#RRRRRRRRRRRRRRRRRRII#IIIIPPIIIIIIIIRRRR#RRRRRRRRIIIIII\"\ny= 28 .HHR#RRRRRRRRRRRRRRRRRRII#IIIIPPIIIIIIIIRRRR#RRRRRRRRIIIIII~\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 \"\"\"k=PPRRRRRRRR=RRRCCRRCC#CCRRRRRRRRRRRRRRRR############~~~~\ny= 42 \"\"\"\"=PPRRRRRRRR#RRRCCRRCC#CCRRRRRRRRRRRRRRRRIIIIIIIOOOI#~~~~\ny= 44 \"\"\"k=RRRRRRRRRRCCCCCCCCCC#CCPPkkk=RRRRRRRR#kIIIIIIIOOOI~~~~~\ny= 46 \"\"\"\"###RRRRRRRRCCCCCCCCCC#CCPP####RRRRRRRR~~+~~~~~~~~~~~~~~~\ny= 48 .RRR#RRRRFFRRHHCCCCCCCCCC#PPCCRRFFRRRR#~#~~++~~~~~~~~~~~~~~~\ny= 50 #RRR#RRRRFFRRHHCCCCCCCCCC#PPCCRRFFRRRR~~#~~+\"\"~~~~~~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~~~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~+RPPSSS~~~~~~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#~~~~~RPPSSS~~~~~~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"\"\"\"~~~~~~~\"~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCCCCCCC#CCCC#~~~~~~~~\"\"\"k~~~~~~\"\"\"\".\"\"~~~~\ny= 62 PP.\"IIII#IIIIIICCCCCCCCCC#CC~~~~~~~~~~~~~~~~~~~PP\"\"\"\"...\"\"\"~\ny= 64 PP..IIII#IIIIIICCCCCC###=#~~~~~~~~~~~~~~~~~~~~\"PP\"\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC++~=#~~~~~~~~~~~~~~~~~\"\".\"+\"\"\"\".\"\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC#,++~=#~II~\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"+\".\"\"\"..\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~++~=#III\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"+\"\"\"\"\"\"\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~++~=#IIIII\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"+\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..\"\"IIII#IIIIIICC~~~IIEE=CC\"III\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"+\".\"\"\"\"\"..\"\".\ny= 76 \"\"PP#############~~~IIEE=CC\"\"\"\".\"\"\".\"......\"\"\"\"+.\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"PPIIII#IIIIII~~~~II####RR\"\"\"\".\"\"\".\"\"\"..\"\"\"\".\"+\"\"\"\"\"\"\"\"\"\"\"\"\ny= 80 \"\"\".IIII#IIIIII~~~kII#\"\"=#\"\".\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\"+\"\"\"\"\"\"\"\"\"\"\"\"\ny= 82 \"\"\"\"IIII#IIII~~~~~\"##II+=CC..\"\"..\"\".\"\".\"\"\"\"\"\"\"\"+\"\"\"\"\"\"\"..\"\"\"\ny= 84 .\"\"\"IIII#IIII~~~~\"\"#III##CC\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"+\"\"\"\"\".\"\"\".\"\"\ny= 86 ~\"\".FFII#===~~~~\"\"##IICC=\"\"\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"\".\"+\"\"\"\"\"\"\"\"\".\"\"\ny= 88 ~\"\"\"FFII=~==~~~.\"\"#\"\"#CC====================================\ny= 90 ~~\"\"II#~===~~~~.\"\"#\"\"#.\"\"\"\".\"\"\"\"\".=.\"\"\"\".\"\"\".\"\"+.\"\"\"PP\",,,,,\ny= 92 \"~~~II#~===~~~~\"\"\"#.\"#\"\"\"\"\"\"\"\"\"\"\".=\"\"\"\"\".\"\"\"\"\"\"+\"\"\"\"PP\",,,,,\ny= 94 \".~~II#~===~~~\"\"\"\"#\"\"#\"\"\"\"\"\"\".\"\"\"\"=\"\"\"\"\"\"\"\"\"\"\"\"++++++NNNNNNN\ny= 96 \".\"\"II#~==~~~~\"\"\"\"#.\"#\"...\"\"\".\"\"\"\"=\"\"\".\"\"\"\".\"\".\"\"\"\"\"\"NNNNNNN\ny= 98 \"\"\"\"###+=+++++++++#++#++++++++++++=++++++++++++++++++NNNNNNN\n\nZOOM (full resolution, 1 char = 1 tile, top-left (0,70)):\n 0 1 2 3 \n 0123456789012345678901234567890123456789\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 .\"\"..PPP##########################~~~~~~\ny= 77 .\"\"\".PPP#===#===#====#===#===#...~~~~~~~\ny= 78 .\"\"\".PPP#III#III#=III#III#III#..~~~~~~~I\ny= 79 ..\"\"\".\"\"#III#III#=III#III#III#.~~~~~~.,I\ny= 80 ..\"\"\"\"..#III#III#=III#III#III#~~~~~~~..I\ny= 81 \"\"..\"\"..#####################~~~~~~~k.\".\ny= 82 \"\"\".....#III#III#=III#III#..~~~~~~~\"\"..#\ny= 83 \"\"\"\"\"\"\"\"#III#III#=III#III#.~~~~~~~\"\"\"..#\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#.~~=.=.==~~~~~~~\"\"..\"\"\"\"#..\ny= 93 \"\".~~~~~#~+~#~~~=====~~~~~~~~\"\"..\"\"\".#..\ny= 94 ....~~~~#.+~#~~~=.=.=~~~~~~~\"\"\"..\"\"\".#\"\"\n\nEVENTS SINCE LAST TURN: none\nRESULTS OF YOUR LAST ACTIONS: OK tax rate set to 10% | OK funding set: road 25%, fire 25%, police 100% | OK police at (5,76): ok | REJECTED power_line (62,6)->(64,6): 0/3 tiles ok, $0; 2 blocked by road e.g. (62, 6); 1 blocked by residential e.g. (64, 6) | OK zoom view at (0,70) next turn\nYOUR NOTES FROM LAST TURN: Police station added at (5,76) near the southwest crime hotspot. Taxes 10%; road 25%, fire 25%, police 100%. Check population, crime, finances, and northern unpowered zones next turn.", "raw": "{\"thoughts\":\"Crime is already safely below the scenario threshold, but population is short of the 25,000 floor and severe negative demand is blocking expansion. Lowering taxes from 10% should improve approval and demand; preserve police coverage while reducing nonessential fire and road spending to slow depletion of the treasury.\",\"notes\":\"Population floor is 25,000; current population 23,360. Crime 43. Northern unpowered zones at (64,6), (67,6), (70,6) remain unresolved. Treasury is tight, so avoid construction unless demand improves.\",\"actions\":[{\"type\":\"tax\",\"rate\":7},{\"type\":\"funding\",\"road\":25,\"fire\":0,\"police\":100}]}", "routed_model": "openai/gpt-5.6-luna", "usage": {"prompt_tokens": 4521, "completion_tokens": 670, "total_tokens": 5191, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 4519, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.002127565, "upstream_inference_prompt_cost": 0.001243165, "upstream_inference_completions_cost": 0.0008844}, "completion_tokens_details": {"reasoning_tokens": 516, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.002127565, "latency_s": 5.85, "thoughts": "Crime is already safely below the scenario threshold, but population is short of the 25,000 floor and severe negative demand is blocking expansion. Lowering taxes from 10% should improve approval and demand; preserve police coverage while reducing nonessential fire and road spending to slow depletion of the treasury.", "notes": "Population floor is 25,000; current population 23,360. Crime 43. Northern unpowered zones at (64,6), (67,6), (70,6) remain unresolved. Treasury is tight, so avoid construction unless demand improves.", "actions": [{"type": "tax", "rate": 7}, {"type": "funding", "road": 25, "fire": 0, "police": 100}], "actions_dropped": 0, "results": ["OK tax rate set to 7%", "OK funding set: road 25%, fire 0%, police 100%"], "state": {"population_now": 23360, "funds": 2999, "score": 333, "tax": 10}, "info": {"unpowered_zones": 3, "zones_r": 145, "zones_c": 65, "zones_i": 94, "free_sites": 10}, "wall_s": 135.0} {"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: $2,999 tax rate 7% funding: road 25%, fire 0%, police 100%\n last January's budget: tax income $862, requested road $2,482, fire $700, police $1,500; cash flow $-3,820/yr\nPOPULATION: 21,240 now (official census 26,160, City); residents 390, commerce 29, industry 55 (engine units)\nZONES: residential 145, commercial 65, industrial 94; 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): 333 / 1000 (change -64 at the last evaluation); approval 30%; top problems (share of citizens): crime 13%, taxes 10%, pollution 9%, housing costs 3%\nAVERAGES (0-255, lower is better except land value): crime 36, pollution 49, traffic 7, land value 57\nSERVICES: coal plants 2, nuclear 3, police 16, fire stations 7, stadiums 1, seaports 1, airports 1; road tiles 2349, 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 x16: (0,63)* (5,76)* (10,40) (14,19) (18,52) (47,14) (48,3) (52,48) (56,44) (60,26) (74,6)* (77,6)* (83,55) (94,63) (102,31) (104,90); 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): (64,6) (67,6) (70,6)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (52,3) (48,0) (29,0) (14,13) (5,37) (5,34) (5,45) (36,82) (5,31) (14,10)\nLARGE OPEN AREAS (top-left, size): (97,66) 23x23 (68,67) 22x22 (105,0) 15x15 (54,75) 14x14 (0,10) 10x10 (55,90) 8x8\nHOT SPOTS (value@tile range): crime: 212@(18-19,80-81) 206@(14-15,88-89) 206@(12-13,90-91); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15); traffic: 126@(16-17,38-39) 104@(28-29,30-31) 94@(62-63,46-47)\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 .\"\"#\"\"\".\"\".\"\"\"#\"\"\"\"\".\"\"\"\"#RRRRR\"\"\"\"\"..\"\"\"\"kkk\"\"\"#\".\"\"\"\"\"\"\"\"\"\ny= 2 .\"\"#RR\"\"\"\"\"\"k\"#k\"\"\"\".\"\"\"PPRRRRR\"+\"\"++++\"\"\"kkk\"\"\"#\"\"\"\"\"\"\"..\"\"\ny= 4 .\"\"#RR\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"\"PP\"\"RRR++++++++\".\"\"\"\"\"CC#\"\"\"\"\"\"\"\"\"\".\ny= 6 .\"\"#RR++++++++#RR++RR+RRIIRRIIIIrrrrrPPPCC\"\"\"\"CC#CC.\"\"\"\"\"\"\".\ny= 8 \"\"\".RR#########RR#+RR#RRIIRRIIIIrrrrrPPPCC#######CC.\"\".\"\"\"..\ny= 10 \"\"\".....#RRRRRRCC#CCRIIII#IIIIIIIIAAAAIIRRRR#RRRRRR....\"\"\"\"\"\ny= 12 ..\".....#RRRRRRCC#CCRIIII#IIIIIIIIAAAAIIRRRR#RRRRRR##..\"\"\"\"\"\ny= 14 \"\"\".....#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#,,,#RR,,II\"\"\"\"\"\ny= 16 \"\"\"\".+.k#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#===#RR==II\"\"\"\"\"\ny= 18 \"\"\"\".RRPPRRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRII\"\"\"\ny= 20 ..\"\".RRPPRRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRIIII\"\ny= 22 \"\"\"\"#RR##RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#####RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#kkk#RRRRkkk=RRII\"\"\"\ny= 26 \"HHR#RRRRRRRRRRRRRRRRRRII#IIIIPPIIIIIIIIRRRR#RRRRRRRRIIIIII\"\ny= 28 .HHR#RRRRRRRRRRRRRRRRRRII#IIIIPPIIIIIIIIRRRR#RRRRRRRRIIIIII~\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 \"\"\"k=PPRRRRRRRR=RRRCCRRCC#CCRRRRRRRRRRRRRRRR############~~~~\ny= 42 \"\"\"\"=PPRRRRRRRR#RRRCCRRCC#CCRRRRRRRRRRRRRRRRIIIIIIIOOOI#~~~~\ny= 44 \"\"\"k=RRRRRRRRRRCCCCCCCCCC#CCPPkkk=RRRRRRRR#kIIIIIIIOOOI~~~~~\ny= 46 \"\"\"\"###RRRRRRRRCCCCCCCCCC#CCPP####RRRRRRRR~~+~~~~~~~~~~~~~~~\ny= 48 .RRR#RRRRFFRRHHCCCCCCCCCC#PPCCRRFFRRRR#~#~~++~~~~~~~~~~~~~~~\ny= 50 #RRR#RRRRFFRRHHCCCCCCCCCC#PPCCRRFFRRRR~~#~~+\"\"~~~~~~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~~~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~+RPPSSS~~~~~~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#~~~~~RPPSSS~~~~~~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"\"\"\"~~~~~~~\"~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCCCCCCC#CCCC#~~~~~~~~\"\"\"k~~~~~~\"\"\"\".\"\"~~~~\ny= 62 PP.\"IIII#IIIIIICCCCCCCCCC#CC~~~~~~~~~~~~~~~~~~~PP\"\"\"\"...\"\"\"~\ny= 64 PP..IIII#IIIIIICCCCCC###=##~~~~~~~~~~~~~~~~~~~\"PP\"\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC++~=#~~~~~~~~~~~~~~~~~\"\".\"+\"\"\"\".\"\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC#,++~=##II~\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"+\".\"\"\"..\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~++~=#III\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"+\"\"\"\"\"\"\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~++~=#IIIII\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"+\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..\"\"IIII#IIIIIICC~~~IIEE=CC\"III\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"+\".\"\"\"\"\"..\"\".\ny= 76 \"\"PP#############~~~IIEE=CC\"\"\"\".\"\"\".\"......\"\"\"\"+.\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"PPIIII#IIIIII~~~~II####RR\"\"\"\".\"\"\".\"\"\"..\"\"\"\".\"+\"\"\"\"\"\"\"\"\"\"\"\"\ny= 80 \"\"\".IIII#IIIIII~~~kII#\"\"=#\"\".\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\"+\"\"\"\"\"\"\"\"\"\"\"\"\ny= 82 \"\"\"\"IIII#IIII~~~~~\"##II+=CC..\"\"..\"\".\"\".\"\"\"\"\"\"\"\"+\"\"\"\"\"\"\"..\"\"\"\ny= 84 .\"\"\"IIII#IIII~~~~\"\"#III##CC\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"+\"\"\"\"\".\"\"\".\"\"\ny= 86 ~\"\".FFII#===~~~~\"\"##IICC=\"\"\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"\".\"+\"\"\"\"\"\"\"\"\".\"\"\ny= 88 ~\"\"\"FFII=~==~~~.\"\"#\"\"#CC====================================\ny= 90 ~~\"\"II#~===~~~~.\"\"#\"\"#.\"\"\"\".\"\"\"\"\".=.\"\"\"\".\"\"\".\"\"+.\"\"\"PP\",,,,,\ny= 92 \"~~~II#~===~~~~\"\"\"#.\"#\"\"\"\"\"\"\"\"\"\"\".=\"\"\"\"\".\"\"\"\"\"\"+\"\"\"\"PP\",,,,,\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 25%, fire 0%, police 100%\nYOUR NOTES FROM LAST TURN: Population floor is 25,000; current population 23,360. Crime 43. Northern unpowered zones at (64,6), (67,6), (70,6) remain unresolved. Treasury is tight, so avoid construction unless demand improves.", "raw": "{\"thoughts\":\"Crime is safely below the threshold, but population is short of the floor and northern zones remain unpowered. I will reconnect that district, modestly improve land value with inexpensive parks, and raise road/fire funding while keeping taxes below the growth penalty range.\",\"notes\":\"Connected northern power to the 64,6\u201370,6 zone cluster; monitor whether zones develop and whether demand recovers. Treasury is tight; avoid major buildings and reassess population, crime, and January finances.\",\"actions\":[{\"type\":\"power_line\",\"x1\":60,\"y1\":6,\"x2\":64,\"y2\":6},{\"type\":\"tax\",\"rate\":8},{\"type\":\"funding\",\"road\":50,\"fire\":50,\"police\":100},{\"type\":\"build\",\"what\":\"park\",\"x\":100,\"y\":66},{\"type\":\"build\",\"what\":\"park\",\"x\":102,\"y\":66},{\"type\":\"build\",\"what\":\"park\",\"x\":104,\"y\":66},{\"type\":\"build\",\"what\":\"park\",\"x\":106,\"y\":66},{\"type\":\"build\",\"what\":\"park\",\"x\":100,\"y\":68},{\"type\":\"build\",\"what\":\"park\",\"x\":102,\"y\":68},{\"type\":\"build\",\"what\":\"park\",\"x\":104,\"y\":68},{\"type\":\"build\",\"what\":\"park\",\"x\":106,\"y\":68},{\"type\":\"build\",\"what\":\"park\",\"x\":100,\"y\":70},{\"type\":\"build\",\"what\":\"park\",\"x\":102,\"y\":70},{\"type\":\"build\",\"what\":\"park\",\"x\":104,\"y\":70},{\"type\":\"build\",\"what\":\"park\",\"x\":106,\"y\":70},{\"type\":\"zoom\",\"x\":50,\"y\":0}]}", "routed_model": "openai/gpt-5.6-luna", "usage": {"prompt_tokens": 3854, "completion_tokens": 1217, "total_tokens": 5071, "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": 0.00266618, "upstream_inference_prompt_cost": 0.00105974, "upstream_inference_completions_cost": 0.00160644}, "completion_tokens_details": {"reasoning_tokens": 852, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.00266618, "latency_s": 10.3, "thoughts": "Crime is safely below the threshold, but population is short of the floor and northern zones remain unpowered. I will reconnect that district, modestly improve land value with inexpensive parks, and raise road/fire funding while keeping taxes below the growth penalty range.", "notes": "Connected northern power to the 64,6\u201370,6 zone cluster; monitor whether zones develop and whether demand recovers. Treasury is tight; avoid major buildings and reassess population, crime, and January finances.", "actions": [{"type": "power_line", "x1": 60, "y1": 6, "x2": 64, "y2": 6}, {"type": "tax", "rate": 8}, {"type": "funding", "road": 50, "fire": 50, "police": 100}, {"type": "build", "what": "park", "x": 100, "y": 66}, {"type": "build", "what": "park", "x": 102, "y": 66}, {"type": "build", "what": "park", "x": 104, "y": 66}, {"type": "build", "what": "park", "x": 106, "y": 66}, {"type": "build", "what": "park", "x": 100, "y": 68}, {"type": "build", "what": "park", "x": 102, "y": 68}, {"type": "build", "what": "park", "x": 104, "y": 68}, {"type": "build", "what": "park", "x": 106, "y": 68}, {"type": "build", "what": "park", "x": 100, "y": 70}, {"type": "build", "what": "park", "x": 102, "y": 70}, {"type": "build", "what": "park", "x": 104, "y": 70}, {"type": "build", "what": "park", "x": 106, "y": 70}, {"type": "zoom", "x": 50, "y": 0}], "actions_dropped": 0, "results": ["REJECTED power_line (60,6)->(64,6): 0/5 tiles ok, $0; 4 blocked by road e.g. (60, 6); 1 blocked by residential e.g. (64, 6)", "OK tax rate set to 8%", "OK funding set: road 50%, fire 50%, police 100%", "OK park at (100,66): ok", "OK park at (102,66): ok", "OK park at (104,66): ok", "OK park at (106,66): ok", "OK park at (100,68): ok", "OK park at (102,68): ok", "OK park at (104,68): ok", "OK park at (106,68): ok", "OK park at (100,70): ok", "OK park at (102,70): ok", "OK park at (104,70): ok", "OK park at (106,70): ok", "OK zoom view at (50,0) next turn"], "state": {"population_now": 21240, "funds": 2999, "score": 333, "tax": 7}, "info": {"unpowered_zones": 3, "zones_r": 145, "zones_c": 65, "zones_i": 94, "free_sites": 10}, "wall_s": 145.5} {"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: $2,871 tax rate 8% funding: road 50%, fire 50%, police 100%\n last January's budget: tax income $862, requested road $2,482, fire $700, police $1,500; cash flow $-3,820/yr\nPOPULATION: 18,740 now (official census 26,160, City); residents 353, commerce 25, industry 48 (engine units)\nZONES: residential 147, commercial 65, industrial 94; 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): 333 / 1000 (change -64 at the last evaluation); approval 30%; top problems (share of citizens): crime 13%, taxes 10%, pollution 9%, housing costs 3%\nAVERAGES (0-255, lower is better except land value): crime 33, pollution 49, traffic 7, land value 61\nSERVICES: coal plants 2, nuclear 3, police 16, fire stations 7, stadiums 1, seaports 1, airports 1; road tiles 2349, 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 x16: (0,63)* (5,76)* (10,40) (14,19) (18,52) (47,14) (48,3) (52,48) (56,44) (60,26) (74,6)* (77,6)* (83,55) (94,63) (102,31) (104,90); 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): (64,6) (67,6) (70,6)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (52,3) (48,0) (29,0) (14,13) (5,37) (5,34) (5,45) (36,82) (5,31) (14,10)\nLARGE OPEN AREAS (top-left, size): (66,67) 22x22 (100,71) 18x18 (105,0) 15x15 (54,76) 12x12 (0,10) 10x10 (108,61) 10x10\nHOT SPOTS (value@tile range): crime: 200@(12-13,90-91) 200@(10-11,92-93) 200@(10-11,88-89); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15); traffic: 172@(68-69,50-51) 132@(12-13,26-27) 126@(70-71,38-39)\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 .\"\"#\"\"\".\"\".\"\"\"#\"\"\"\"\".\"\"\"\"#RRRRR\"\"\"\"\"..\"\"\"\"kkk\"\"\"#\".\"\"\"\"\"\"\"\"\"\ny= 2 .\"\"#RR\"\"\"\"\"\"k\"#k\"\"\"\".\"\"\"PPRRRRR\"+\"\"++++\"\"\"kkk\"\"\"#\"\"\"\"\"\"\"..\"\"\ny= 4 .\"\"#RR\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"\"PP\"\"RRR++++++++\".\"\"\"\"\"CC#\"\"\"\"\"\"\"\"\"\".\ny= 6 .\"\"#RR++++++++#RR++RR+RRIIRRIIIIrrrrrPPPCC\"\"\"\"CC#CC.\"\"\"\"\"\"\".\ny= 8 \"\"\".RR#########RR#+RR#RRIIRRIIIIrrrrrPPPCC#######CC.\"\".\"\"\"..\ny= 10 \"\"\".....#RRRRRRCC#CCRIIII#IIIIIIIIAAAAIIRRRR#RRRRRR....\"\"\"\"\"\ny= 12 ..\".....#RRRRRRCC#CCRIIII#IIIIIIIIAAAAIIRRRR#RRRRRR##..\"\"\"\"\"\ny= 14 \"\"\".....#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#,,,#RR,,II\"\"\"\"\"\ny= 16 \"\"\"\".+.k#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#===#RR==II\"\"\"\"\"\ny= 18 \"\"\"\".RRPPRRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRII\"\"\"\ny= 20 ..\"\".RRPPRRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRIIII\"\ny= 22 \"\"\"\"#RR##RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#####RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#kkk#RRRRkkk=RRII\"\"\"\ny= 26 \"HHR#RRRRRRRRRRRRRRRRRRII#IIIIPPIIIIIIIIRRRR#RRRRRRRRIIIIII\"\ny= 28 .HHR#RRRRRRRRRRRRRRRRRRII#IIIIPPIIIIIIIIRRRR#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=RRRCCRRCC#CCRRRRRRRRRRRRRRRR############~~~~\ny= 42 \"\"\"\"=PPRRRRRRRR#RRRCCRRCC#CCRRRRRRRRRRRRRRRRIIIIIIIOOOI#~~~~\ny= 44 \"\"\"k=RRRRRRRRRRCCCCCCCCCC#CCPPkkk=RRRRRRRR#kIIIIIIIOOOI~~~~~\ny= 46 \"\"\"\"###RRRRRRRRCCCCCCCCCC#CCPP####RRRRRRRR~~+~~~~~~~~~~~~~~~\ny= 48 .RRR#RRRRFFRRRRCCCCCCCCCC#PPCCRRFFRRRR#~#~~++~~~~~~~~~~~~~~~\ny= 50 #RRR#RRRRFFRRRRCCCCCCCCCC#PPCCRRFFRRRR~~#~~+\"\"~~~~~~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~~~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~+RPPSSS~~~~~~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#~~~~~RPPSSS~~~~~~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"\"\"\"~~~~~~~\"~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCCCCCCC#CCCC#~~~~~~~~\"\"\"k~~~~~~\"\"\"\".\"\"~~~~\ny= 62 PP.\"IIII#IIIIIICCCCCCCCCC#CC~~~~~~~~~~~~~~~~~~~PP\"\"\"\"...\"\"\"~\ny= 64 PP..IIII#IIIIIICCCCCC###=##~~~~~~~~~~~~~~~~~~~\"PP\"\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC++~=#~~~~~~~~~~~~~~~~~\"\".\"+\"\"kkkk\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC#,++~=##II~\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"+\".kkkk.\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~++~=#III\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"+\"\"kkkk\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~++~=#IIIII\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"+\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..\"\"IIII#IIIIIICC~~~IIEE=CC\"III\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"+\".\"\"\"\"\"..\"\".\ny= 76 \"\"PP#############~~~IIEE=CC\"\"\"\".\"\"\".\"......\"\"\"\"+.\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"PPIIII#IIIIII~~~~II####RR\"\"\"\".\"\"\".\"\"\"..\"\"\"\".\"+\"\"\"\"\"\"\"\"\"\"\"\"\ny= 80 \"\"\".IIII#IIIIII~~~kII#\"\"=#\"\".\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\"+\"\"\"\"\"\"\"\"\"\"\"\"\ny= 82 \"\"\"\"IIII#IIII~~~~~\"##II+=CC..\"\"..\"\".\"\".\"\"\"\"\"\"\"\"+\"\"\"\"\"\"\"..\"\"\"\ny= 84 .\"\"\"IIII#IIII~~~~\"\"#III##CC\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"+\"\"\"\"\".\"\"\".\"\"\ny= 86 ~\"\".FFII#===~~~~\"\"##IICC=\"\"\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"\".\"+\"\"\"\"\"\"\"\"\".\"\"\ny= 88 ~\"\"\"FFII=~==~~~.\"\"#\"\"#CC====================================\ny= 90 ~~\"\"II#~===~~~~.\"\"#\"\"#.\"\"\"\".\"\"\"\"\".=.\"\"\"\".\"\"\".\"\"+.\"\"\"PP\",,,,,\ny= 92 \"~~~II#~===~~~~\"\"\"#.\"#\"\"\"\"\"\"\"\"\"\"\".=\"\"\"\"\".\"\"\"\"\"\"+\"\"\"\"PP\",,,,,\ny= 94 \".~~II#~===~~~\"\"\"\"#\"\"#\"\"\"\"\"\"\".\"\"\"\"=\"\"\"\"\"\"\"\"\"\"\"\"++++++NNNNNNN\ny= 96 \".\"\"II#~==~~~~\"\"\"\"#.\"#\"...\"\"\".\"\"\"\"=\"\"\".\"\"\"\".\"\".\"\"\"\"\"\"NNNNNNN\ny= 98 \"\"\"\"###+=+++++++++#++#++++++++++++=++++++++++++++++++NNNNNNN\n\nZOOM (full resolution, 1 char = 1 tile, top-left (50,0)):\n 5 6 7 8 \n 0123456789012345678901234567890123456789\ny= 0 .#RRRRRRRRR.\"\"\".............\"\"\"\"\"\"kkkkk.\ny= 1 .#RRRRRRRRR.\"\"\"..\"\"\"\"......\"\"\"\"\"\"\"kkkkk.\ny= 2 .#RRRRRRRRR.\"\"\"..\"\"\"\"......\"\"\"\"\"\".kkkkk.\ny= 3 P#\"\"\"...\"RRR..+..\"\".+++++++\"\"\"\"....\"\".\"\"\ny= 4 P#\"\"\".RRRRRR.++\"\"..\"+\"\"\"..\"\"\"\"...\"\"\".\"\"\"\ny= 5 P#....RRRRRR.+++++++++++++++\"\"..\"\"\"\".\"\"\"\ny= 6 I#RRR+RRR#####RRRRRRRRR+PPPPPP..\"\"\"\".\"\"\"\ny= 7 I#RRR.III#III#RRRRRRRRR.PPPPPP.CCC\"\".\"\"\"\ny= 8 I#RRR.III#III#RRRRRRRRR.PPPPPP.CCC...\"\"\"\ny= 9 ######III#III##################CCC######\ny= 10 =#III#III#III#III=#kkkkkk=#III#RRR#RRR=#\ny= 11 =#III#III#III#III=#AAAAAA=#III#RRR#RRR=#\ny= 12 =#III#III#III#III=#AAAAAA=#III#RRR#RRR=#\ny= 13 ###################AAAAAA=##############\ny= 14 =#III#III#III#III=#AAAAAA=#III#RRR#RRR=#\ny= 15 =#III#III#III#III=#AAAAAA=#III#RRR#RRR=#\ny= 16 =#III#III#III#III=#AAAAAA=#III#RRR#RRR=#\ny= 17 =#===#===#===#====#=======#===#===#====#\ny= 18 ########################################\ny= 19 =#III#III#III#III=#III#III#III#III#III=#\ny= 20 =#III#III#III#III=#III#III#III#III#III=#\ny= 21 =#III#III#III#III=#III#III#III#III#III=#\ny= 22 ########################################\ny= 23 =#III#III#III#III=#III#III#III#kkkkkkk=#\ny= 24 =#III#III#III#III=#III#III#III#kkkkkkk=#\n\nEVENTS SINCE LAST TURN: none\nRESULTS OF YOUR LAST ACTIONS: REJECTED power_line (60,6)->(64,6): 0/5 tiles ok, $0; 4 blocked by road e.g. (60, 6); 1 blocked by residential e.g. (64, 6) | OK tax rate set to 8% | OK funding set: road 50%, fire 50%, police 100% | OK park at (100,66): ok | OK park at (102,66): ok | OK park at (104,66): ok | OK park at (106,66): ok | OK park at (100,68): ok | OK park at (102,68): ok | OK park at (104,68): ok | OK park at (106,68): ok | OK park at (100,70): ok | OK park at (102,70): ok | OK park at (104,70): ok | OK park at (106,70): ok | OK zoom view at (50,0) next turn\nYOUR NOTES FROM LAST TURN: Connected northern power to the 64,6\u201370,6 zone cluster; monitor whether zones develop and whether demand recovers. Treasury is tight; avoid major buildings and reassess population, crime, and January finances.", "raw": "{\"thoughts\":\"Crime is currently well below the threshold, but population is too low and demand is depressed. I will cut taxes to stimulate rebuilding, maintain essential services, and add a modest residential-heavy mix at confirmed road-accessible sites without risking a major capital project.\",\"notes\":\"Tax reduced to 5% to recover demand; added residential capacity near the northern/central road network. Treasury remains limited; check January census, demand, unpowered zones, and cash flow before further spending.\",\"actions\":[{\"type\":\"tax\",\"rate\":5},{\"type\":\"funding\",\"road\":70,\"fire\":75,\"police\":100},{\"type\":\"zone\",\"zone\":\"residential\",\"x\":52,\"y\":3},{\"type\":\"zone\",\"zone\":\"residential\",\"x\":48,\"y\":0},{\"type\":\"zone\",\"zone\":\"residential\",\"x\":29,\"y\":0},{\"type\":\"zone\",\"zone\":\"residential\",\"x\":14,\"y\":13},{\"type\":\"zone\",\"zone\":\"residential\",\"x\":5,\"y\":37},{\"type\":\"zone\",\"zone\":\"residential\",\"x\":5,\"y\":34},{\"type\":\"zone\",\"zone\":\"commercial\",\"x\":5,\"y\":45},{\"type\":\"zone\",\"zone\":\"commercial\",\"x\":36,\"y\":82},{\"type\":\"park\",\"x\":50,\"y\":0},{\"type\":\"park\",\"x\":51,\"y\":0},{\"type\":\"park\",\"x\":52,\"y\":0},{\"type\":\"park\",\"x\":53,\"y\":0}]}", "routed_model": "openai/gpt-5.6-luna", "usage": {"prompt_tokens": 4657, "completion_tokens": 1213, "total_tokens": 5870, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 4655, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.002881725, "upstream_inference_prompt_cost": 0.001280565, "upstream_inference_completions_cost": 0.00160116}, "completion_tokens_details": {"reasoning_tokens": 897, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.002881725, "latency_s": 10.18, "thoughts": "Crime is currently well below the threshold, but population is too low and demand is depressed. I will cut taxes to stimulate rebuilding, maintain essential services, and add a modest residential-heavy mix at confirmed road-accessible sites without risking a major capital project.", "notes": "Tax reduced to 5% to recover demand; added residential capacity near the northern/central road network. Treasury remains limited; check January census, demand, unpowered zones, and cash flow before further spending.", "actions": [{"type": "tax", "rate": 5}, {"type": "funding", "road": 70, "fire": 75, "police": 100}, {"type": "zone", "zone": "residential", "x": 52, "y": 3}, {"type": "zone", "zone": "residential", "x": 48, "y": 0}, {"type": "zone", "zone": "residential", "x": 29, "y": 0}, {"type": "zone", "zone": "residential", "x": 14, "y": 13}, {"type": "zone", "zone": "residential", "x": 5, "y": 37}, {"type": "zone", "zone": "residential", "x": 5, "y": 34}, {"type": "zone", "zone": "commercial", "x": 5, "y": 45}, {"type": "zone", "zone": "commercial", "x": 36, "y": 82}, {"type": "park", "x": 50, "y": 0}, {"type": "park", "x": 51, "y": 0}, {"type": "park", "x": 52, "y": 0}, {"type": "park", "x": 53, "y": 0}], "actions_dropped": 0, "results": ["OK tax rate set to 5%", "OK funding set: road 70%, fire 75%, police 100%", "OK residential x1: 1 placed; (52,3) ok", "OK residential x1: 1 placed; (48,0) ok", "OK residential x1: 1 placed; (29,0) ok", "OK residential x1: 1 placed; (14,13) ok", "OK residential x1: 1 placed; (5,37) ok", "OK residential x1: 1 placed; (5,34) ok", "OK commercial x1: 1 placed; (5,45) ok", "OK commercial x1: 1 placed; (36,82) ok", "REJECTED park at (50,0): blocked by residential (e.g. (50,0)); bulldoze first or pick another site", "REJECTED park at (51,0): blocked by road (e.g. (51,0)); bulldoze first or pick another site", "REJECTED park at (52,0): blocked by residential (e.g. (52,0)); bulldoze first or pick another site", "REJECTED park at (53,0): blocked by residential (e.g. (53,0)); bulldoze first or pick another site"], "state": {"population_now": 18740, "funds": 2871, "score": 333, "tax": 8}, "info": {"unpowered_zones": 3, "zones_r": 147, "zones_c": 65, "zones_i": 94, "free_sites": 10}, "wall_s": 155.8} {"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: $0 tax rate 5% funding: road 70%, fire 75%, police 9%\n last January's budget: tax income $378, requested road $2,480, fire $700, police $1,600; cash flow $-4,402/yr\nPOPULATION: 17,020 now (official census 17,060, City); residents 339, commerce 22, industry 42 (engine units)\nZONES: residential 153, commercial 67, industrial 94; unpowered zones: 7\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): 325 / 1000 (change -8 at the last evaluation); approval 36%; top problems (share of citizens): pollution 13%, housing costs 8%, taxes 6%, crime 3%\nAVERAGES (0-255, lower is better except land value): crime 33, pollution 46, traffic 2, land value 61\nSERVICES: coal plants 2, nuclear 3, police 16, fire stations 7, stadiums 1, seaports 1, airports 1; road tiles 2352, 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 x16: (0,63)* (5,76)* (10,40) (14,19) (18,52) (47,14) (48,3) (52,48) (56,44) (60,26) (74,6)* (77,6)* (83,55) (94,63) (102,31) (104,90); 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): (5,34) (5,37) (29,0) (36,82) (64,6) (67,6) (70,6)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (5,31) (14,10) (25,0) (51,85) (5,52) (7,19) (5,24) (5,55) (90,14) (84,6)\nLARGE OPEN AREAS (top-left, size): (70,67) 22x22 (98,71) 18x18 (105,0) 15x15 (55,75) 14x14 (107,61) 10x10 (0,12) 10x10\nHOT SPOTS (value@tile range): crime: 200@(12-13,90-91) 200@(10-11,92-93) 200@(10-11,88-89); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15); traffic: 144@(84-85,42-43) 104@(68-69,50-51) 80@(20-21,12-13)\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 .\"\"#\"\"\".\"\".\"\"\"rr\"\"\"\".\"\"\"RRRRRRR\"\"\"\"\"..\"\"\"\"kkk\"\"\"#\".\"\"\"\"\"\"\"\"\"\ny= 2 .\"\"#RR\"\"\"\"\"\"k\"rr\"\"\"\".\"\"\"PPRRRRR\"+\"\"++++\"\"\"kkk\"\"\"#\"\"\"\"\"\"\"..\"\"\ny= 4 .\"\"#RR\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"\"PPRRRRR++++++++\".\"\"\"\"\"CC#\"\"\"\"\"\"\"\"\"\".\ny= 6 .\"\"#RR++++++++#RR++RR+RRIIRRIIIIrrrrrPPPCC\"\"\"\"CC#CC.\"\"\"\"\"\"\".\ny= 8 \"\"\".RR#########RR#+RR#RRIIRRIIIIrrrrrPPPCC#######CC.\"\".\"\"\"..\ny= 10 \"\"\".....#RRRRRRCC#CCRIIII#IIIIIIIIAAAAIIRRRR#RRRRRR....\"\"\"\"\"\ny= 12 ..\"....RRRRRRRRCC#CCRIIII#IIIIIIIIAAAAIIRRRR#RRRRRR##..\"\"\"\"\"\ny= 14 \"\"\"....RRFFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#,,,#RR,,II\"\"\"\"\"\ny= 16 \"\"\"\".+.k#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#===#RR==II\"\"\"\"\"\ny= 18 \"\"\"\".RRPPRRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRII\"\"\"\ny= 20 ..\"\".RRPPRRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRIIII\"\ny= 22 \"\"\"\"#RR##RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#####RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#kkk#RRRRkkk=RRII\"\"\"\ny= 26 \"HHR#RRRRRRRRRRRRRRRRRRII#IIIIPPIIIIIIIIRRRR#RRRRRRRRIIIIII\"\ny= 28 .HHR#RRRRRRRRRRRRRRRRRRII#IIIIPPIIIIIIIIRRRR#RRRRRRRRIIIIII~\ny= 30 .####RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII###\"~\ny= 32 \"\"\"\"#RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII#EEE~\ny= 34 \"\"rr#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#EEE~\ny= 36 \"\"rr#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#\"~~~\ny= 38 \"\"rr####################################################~~~~\ny= 40 \"\"\"k=PPRRRRRRRR=RRRCCRRCC#CCRRRRRRRRRRRRRRRR############~~~~\ny= 42 \"\"\"\"=PPRRRRRRRR#RRRCCRRCC#CCRRRRRRRRRRRRRRRRIIIIIIIOOOI#~~~~\ny= 44 \"\"CC=RRRRRRRRRRCCCCCCCCCC#CCPPkkk=RRRRRRRR#kIIIIIIIOOOI~~~~~\ny= 46 \"\"CC###RRRRRRRRCCCCCCCCCC#CCPP####RRRRRRRR~~+~~~~~~~~~~~~~~~\ny= 48 .RRR#RRRRFFRRRRCCCCCCCCCC#PPCCRRFFRRRR#~#~~++~~~~~~~~~~~~~~~\ny= 50 #RRR#RRRRFFRRRRCCCCCCCCCC#PPCCRRFFRRRR~~#~~+\"\"~~~~~~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~~~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~+RPPSSS~~~~~~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#~~~~~RPPSSS~~~~~~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"\"\"\"~~~~~~~\"~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCCCCCCC#CCCC#~~~~~~~~\"\"\"k~~~~~~\"\"\"\".\"\"~~~~\ny= 62 PP.\"IIII#IIIIIICCCCCCCCCC#CC~~~~~~~~~~~~~~~~~~~PP\"\"\"\"...\"\"\"~\ny= 64 PP..IIII#IIIIIICCCCCC###=#~~~~~~~~~~~~~~~~~~~~\"PP\"\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC++~=#~~~~~~~~~~~~~~~~~\"\".\"+\"\"kkkk\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC#,++~=#~II~\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"+\".kkkk.\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~++~=#III\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"+\"\"kkkk\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~++~=#IIIII\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"+\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..\"\"IIII#IIIIIICC~~~IIEE=CC\"III\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"+\".\"\"\"\"\"..\"\".\ny= 76 \"\"PP#############~~~IIEE=CC\"\"\"\".\"\"\".\"......\"\"\"\"+.\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"PPIIII#IIIIII~~~~II####RR\"\"\"\".\"\"\".\"\"\"..\"\"\"\".\"+\"\"\"\"\"\"\"\"\"\"\"\"\ny= 80 \"\"\".IIII#IIIIII~~~kII#\"\"=#\"\".\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\"+\"\"\"\"\"\"\"\"\"\"\"\"\ny= 82 \"\"\"\"IIII#IIII~~~~~cc#II+=CC..\"\"..\"\".\"\".\"\"\"\"\"\"\"\"+\"\"\"\"\"\"\"..\"\"\"\ny= 84 .\"\"\"IIII#IIII~~~~\"ccIII##CC\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"+\"\"\"\"\".\"\"\".\"\"\ny= 86 ~\"\".FFII#===~~~~\"\"##IICC=\"\"\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"\".\"+\"\"\"\"\"\"\"\"\".\"\"\ny= 88 ~\"\"\"FFII=~==~~~.\"\"#\"\"#CC====================================\ny= 90 ~~\"\"II#~===~~~~.\"\"#\"\"#.\"\"\"\".\"\"\"\"\".=.\"\"\"\".\"\"\".\"\"+.\"\"\"PP\",,,,,\ny= 92 \"~~~II#~===~~~~\"\"\"#.\"#\"\"\"\"\"\"\"\"\"\"\".=\"\"\"\"\".\"\"\"\"\"\"+\"\"\"\"PP\",,,,,\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% | OK funding set: road 70%, fire 75%, police 100% | OK residential x1: 1 placed; (52,3) ok | OK residential x1: 1 placed; (48,0) ok | OK residential x1: 1 placed; (29,0) ok | OK residential x1: 1 placed; (14,13) ok | OK residential x1: 1 placed; (5,37) ok | OK residential x1: 1 placed; (5,34) ok | OK commercial x1: 1 placed; (5,45) ok | OK commercial x1: 1 placed; (36,82) ok | REJECTED park at (50,0): blocked by residential (e.g. (50,0)); bulldoze first or pick another site | REJECTED park at (51,0): blocked by road (e.g. (51,0)); bulldoze first or pick another site | REJECTED park at (52,0): blocked by residential (e.g. (52,0)); bulldoze first or pick another site | REJECTED park at (53,0): blocked by residential (e.g. (53,0)); bulldoze first or pick another site\nYOUR NOTES FROM LAST TURN: Tax reduced to 5% to recover demand; added residential capacity near the northern/central road network. Treasury remains limited; check January census, demand, unpowered zones, and cash flow before further spending.", "raw": "{\"thoughts\":\"Treasury is empty, so construction is impossible this turn. Keep taxes low to encourage recovery, but reduce road funding modestly to slow the severe annual deficit while preserving full police funding to control crime and maintain fire coverage.\",\"notes\":\"No spending until cash recovers. Monitor January population, demand, crime, unpowered zones, and treasury; prioritize powering existing zones and industrial recovery when affordable.\",\"actions\":[{\"type\":\"tax\",\"rate\":5},{\"type\":\"funding\",\"road\":50,\"fire\":75,\"police\":100},{\"type\":\"zoom\",\"x\":0,\"y\":0}]}", "routed_model": "openai/gpt-5.6-luna", "usage": {"prompt_tokens": 4110, "completion_tokens": 296, "total_tokens": 4406, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 4108, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.00152086, "upstream_inference_prompt_cost": 0.00113014, "upstream_inference_completions_cost": 0.00039072}, "completion_tokens_details": {"reasoning_tokens": 166, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.00152086, "latency_s": 4.27, "thoughts": "Treasury is empty, so construction is impossible this turn. Keep taxes low to encourage recovery, but reduce road funding modestly to slow the severe annual deficit while preserving full police funding to control crime and maintain fire coverage.", "notes": "No spending until cash recovers. Monitor January population, demand, crime, unpowered zones, and treasury; prioritize powering existing zones and industrial recovery when affordable.", "actions": [{"type": "tax", "rate": 5}, {"type": "funding", "road": 50, "fire": 75, "police": 100}, {"type": "zoom", "x": 0, "y": 0}], "actions_dropped": 0, "results": ["OK tax rate set to 5%", "OK funding set: road 50%, fire 75%, police 100%", "OK zoom view at (0,0) next turn"], "state": {"population_now": 17020, "funds": 0, "score": 325, "tax": 5}, "info": {"unpowered_zones": 7, "zones_r": 153, "zones_c": 67, "zones_i": 94, "free_sites": 10}, "wall_s": 160.2} {"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: $0 tax rate 5% funding: road 50%, fire 75%, police 100%\n last January's budget: tax income $378, requested road $2,480, fire $700, police $1,600; cash flow $-4,402/yr\nPOPULATION: 15,620 now (official census 17,060, City); residents 333, commerce 20, industry 36 (engine units)\nZONES: residential 153, commercial 67, industrial 94; unpowered zones: 7\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): 325 / 1000 (change -8 at the last evaluation); approval 36%; top problems (share of citizens): pollution 13%, housing costs 8%, taxes 6%, crime 3%\nAVERAGES (0-255, lower is better except land value): crime 30, pollution 47, traffic 2, land value 61\nSERVICES: coal plants 2, nuclear 3, police 16, fire stations 7, stadiums 1, seaports 1, airports 1; road tiles 2369, 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 x16: (0,63)* (5,76)* (10,40) (14,19) (18,52) (47,14) (48,3) (52,48) (56,44) (60,26) (74,6)* (77,6)* (83,55) (94,63) (102,31) (104,90); 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): (5,34) (5,37) (29,0) (36,82) (64,6) (67,6) (70,6)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (5,31) (14,10) (25,0) (51,85) (5,52) (7,19) (5,24) (5,55) (90,14) (84,6)\nLARGE OPEN AREAS (top-left, size): (70,67) 22x22 (98,71) 18x18 (105,0) 15x15 (55,75) 14x14 (107,61) 10x10 (0,12) 10x10\nHOT SPOTS (value@tile range): crime: 200@(12-13,90-91) 200@(10-11,92-93) 200@(10-11,88-89); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15); traffic: 80@(62-63,46-47) 78@(12-13,22-23)\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 .\"\"#\"\"\".\"\".\"\"\"rr\"\"\"\".\"\"\"RRRRRRR\"\"\"\"\"..\"\"\"\"kkk\"\"\"#\".\"\"\"\"\"\"\"\"\"\ny= 2 .\"\"#RR\"\"\"\"\"\"k\"rr\"\"\"\".\"\"\"PPRRRRR\"+\"\"++++\"\"\"kkk\"\"\"#\"\"\"\"\"\"\"..\"\"\ny= 4 .\"\"#RR\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"\"PPRRRRR++++++++\".\"\"\"\"\"CC#\"\"\"\"\"\"\"\"\"\".\ny= 6 .\"\"#RR++++++++#RR++RR+RRIIRRIIIIrrrrrPPPCC\"\"\"\"CC#CC.\"\"\"\"\"\"\".\ny= 8 \"\"\".RR#########RR#+RR#RRIIRRIIIIrrrrrPPPCC#######CC.\"\".\"\"\"..\ny= 10 \"\"\".....#RRRRRRCC#CCRIIII#IIIIIIIIAAAAIIRRRR#RRRRRR....\"\"\"\"\"\ny= 12 ..\"....RRRRRRRRCC#CCRIIII#IIIIIIIIAAAAIIRRRR#RRRRRR##..\"\"\"\"\"\ny= 14 \"\"\"....RRFFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#,,,#RR,,II\"\"\"\"\"\ny= 16 \"\"\"\".+.k#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#===#RR==II\"\"\"\"\"\ny= 18 \"\"\"\".RRPPRRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRII\"\"\"\ny= 20 ..\"\".RRPPRRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRIIII\"\ny= 22 \"\"\"\"#RR##RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#####RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#kkk#RRRRkkk=RRII\"\"\"\ny= 26 \"HHR#RRRRRRRRRRRRRRRRRRII#IIIIPPIIIIIIIIRRRR#RRRRRRRRIIIIII\"\ny= 28 .HHR#RRRRRRRRRRRRRRRRRRII#IIIIPPIIIIIIIIRRRR#RRRRRRRRIIIIII~\ny= 30 .####RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII###\"~\ny= 32 \"\"\"\"#RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII#EEE~\ny= 34 \"\"rr#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#EEE~\ny= 36 \"\"rr#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#\"~~~\ny= 38 \"\"rr####################################################~~~~\ny= 40 \"\"\"k=PPRRRRRRRR=RRRCCRRCC#CCRRRRRRRRRRRRRRRR############~~~~\ny= 42 \"\"\"\"=PPRRRRRRRR#RRRCCRRCC#CCRRRRRRRRRRRRRRRRIIIIIIIOOOI#~~~~\ny= 44 \"\"CC=RRRRRRRRRRCCCCCCCCCC#CCPPkkk=RRRRRRRR#kIIIIIIIOOOI~~~~~\ny= 46 \"\"CC###RRRRRRRRCCCCCCCCCC#CCPP####RRRRRRRR~~+~~~~~~~~~~~~~~~\ny= 48 .RRR#RRRRFFRRRRCCCCCCCCCC#PPCCRRFFRRRR#~#~~++~~~~~~~~~~~~~~~\ny= 50 #RRR#RRRRFFRRRRCCCCCCCCCC#PPCCRRFFRRRR~~#~~+\"\"~~~~~~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~~~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~+RPPSSS~~~~~~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#~~~~~RPPSSS~~~~~~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"\"\"\"~~~~~~~\"~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCCCCCCC#CCCC#~~~~~~~~\"\"\"k~~~~~~\"\"\"\".\"\"~~~~\ny= 62 PP.\"IIII#IIIIIICCCCCCCCCC#CC~~~~~~~~~~~~~~~~~~~PP\"\"\"\"...\"\"\"~\ny= 64 PP..IIII#IIIIIICCCCCC###=#~~~~~~~~~~~~~~~~~~~~\"PP\"\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC++~=#~~~~~~~~~~~~~~~~~\"\".\"+\"\"kkkk\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC#,++~=#~II~\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"+\".kkkk.\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~++~=#III\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"+\"\"kkkk\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~++~=#IIIII\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"+\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..\"\"IIII#IIIIIICC~~~IIEE=CC\"III\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"+\".\"\"\"\"\"..\"\".\ny= 76 \"\"PP#############~~~IIEE=CC\"\"\"\".\"\"\".\"......\"\"\"\"+.\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"PPIIII#IIIIII~~~~II####RR\"\"\"\".\"\"\".\"\"\"..\"\"\"\".\"+\"\"\"\"\"\"\"\"\"\"\"\"\ny= 80 \"\"\".IIII#IIIIII~~~kII#\"\"=#\"\".\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\"+\"\"\"\"\"\"\"\"\"\"\"\"\ny= 82 \"\"\"\"IIII#IIII~~~~~cc#II+=CC..\"\"..\"\".\"\".\"\"\"\"\"\"\"\"+\"\"\"\"\"\"\"..\"\"\"\ny= 84 .\"\"\"IIII#IIII~~~~\"ccIII##CC\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"+\"\"\"\"\".\"\"\".\"\"\ny= 86 ~\"\".FFII#===~~~~\"\"##IICC=\"\"\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"\".\"+\"\"\"\"\"\"\"\"\".\"\"\ny= 88 ~\"\"\"FFII=~==~~~.\"\"#\"\"#CC====================================\ny= 90 ~~\"\"II#~===~~~~.\"\"#\"\"#.\"\"\"\".\"\"\"\"\".=.\"\"\"\".\"\"\".\"\"+.\"\"\"PP\",,,,,\ny= 92 \"~~~II#~===~~~~\"\"\"#.\"#\"\"\"\"\"\"\"\"\"\"\".=\"\"\"\"\".\"\"\"\"\"\"+\"\"\"\"PP\",,,,,\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 ......#................\"\"...#RRR........\ny= 1 ...\"\".##\"\"\"\"\"\"...\"\"\"...\"\"\"\".#RRR\"\"\".\"\"\".\ny= 2 ..\"\"\"\"\"#\"\"\"\"\"\"...\"\"\"\"\".\"\"\"\".#RRR\"\"\".\"\"\".\ny= 3 ..\"\"\"\"\"#RRR\"\"\".\"\".\"\"\"\"\"\"\"k\"\"#.k\"\"\"\".\"\"\".\ny= 4 ..\"\"\"\"\"#RRR\"\"\".\"\"\".\"\"\"\"\"\"\"\"\"#...\"\".\"\"\"\".\ny= 5 ..\"\"\"\"\"#RRR\"\"..\"\"\".\"\"\"\"\"\"\"\"\"##....\"\"\"\"\".\ny= 6 ..\"\"\"\"\"##RRR+++++++++++++++++#RRR+++++++\ny= 7 ..\"\"\"\"..#RRR\"\"\"\"...\"\"\".......#RRR...+..R\ny= 8 \"\"\"\"\"...#RRR\"\"\"\"...\"\"\".......#RRR...+..R\ny= 9 \"\".\"\"...###########################.+..R\ny= 10 \"\"\"\"\"\"...........#RRR#RRR#RRR#=CCC#,CCCR\ny= 11 \"\"\"\"\"\"...........#RRR#RRR#RRR#=CCC#,CCCR\ny= 12 .................#RRR#RRR#RRR#=CCC#,CCCR\ny= 13 ....\"\"........RRR#######################\ny= 14 \"\"\".\"\"........RRR#FFF#RRR#RRR#=CCC#CCC#C\ny= 15 \"\"\"\"..........RRR#FFF#RRR#RRR#=CCC#CCC#C\ny= 16 \"\"\"\".\"\"\"..+...k..#FFF#RRR#RRR#=CCC#CCC#C\ny= 17 \"\"\".\"\"\"\"..+......#===#===#===#====#===#=\ny= 18 \"\"\".\"\"\"\"..+......#######################\ny= 19 \"\"\".\"\"\"\"..RRR.PPP#RRR#RRR#RRR#=RRR#RRR#R\ny= 20 ....\"\"\"\"..RRR.PPP#RRR#RRR#RRR#=RRR#RRR#R\ny= 21 ....\"\"\"\"..RRR#PPP#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 50%, fire 75%, police 100% | OK zoom view at (0,0) next turn\nYOUR NOTES FROM LAST TURN: No spending until cash recovers. Monitor January population, demand, crime, unpowered zones, and treasury; prioritize powering existing zones and industrial recovery when affordable.", "raw": "{\"thoughts\":\"Treasury is empty and the city is losing money mainly to departments, so I will temporarily suspend road and fire funding and reduce police funding while crime remains safely below the scenario threshold. A moderate tax increase should create a small surplus without severely suppressing recovery; no construction is affordable yet.\",\"notes\":\"Cash recovery plan: road 0%, fire 0%, police 25%; tax 7%. Reassess crime, population, demand, and treasury after the next January budget; restore services before crime approaches 60.\",\"actions\":[{\"type\":\"tax\",\"rate\":7},{\"type\":\"funding\",\"road\":0,\"fire\":0,\"police\":25},{\"type\":\"zoom\",\"x\":0,\"y\":0}]}", "routed_model": "openai/gpt-5.6-luna", "usage": {"prompt_tokens": 4492, "completion_tokens": 630, "total_tokens": 5122, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 4490, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.00206679, "upstream_inference_prompt_cost": 0.00123519, "upstream_inference_completions_cost": 0.0008316}, "completion_tokens_details": {"reasoning_tokens": 474, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.00206679, "latency_s": 5.88, "thoughts": "Treasury is empty and the city is losing money mainly to departments, so I will temporarily suspend road and fire funding and reduce police funding while crime remains safely below the scenario threshold. A moderate tax increase should create a small surplus without severely suppressing recovery; no construction is affordable yet.", "notes": "Cash recovery plan: road 0%, fire 0%, police 25%; tax 7%. Reassess crime, population, demand, and treasury after the next January budget; restore services before crime approaches 60.", "actions": [{"type": "tax", "rate": 7}, {"type": "funding", "road": 0, "fire": 0, "police": 25}, {"type": "zoom", "x": 0, "y": 0}], "actions_dropped": 0, "results": ["OK tax rate set to 7%", "OK funding set: road 0%, fire 0%, police 25%", "OK zoom view at (0,0) next turn"], "state": {"population_now": 15620, "funds": 0, "score": 325, "tax": 5}, "info": {"unpowered_zones": 7, "zones_r": 153, "zones_c": 67, "zones_i": 94, "free_sites": 10}, "wall_s": 166.3} {"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: $0 tax rate 7% funding: road 0%, fire 0%, police 25%\n last January's budget: tax income $378, requested road $2,480, fire $700, police $1,600; cash flow $-4,402/yr\nPOPULATION: 14,120 now (official census 17,060, City); residents 322, commerce 17, industry 31 (engine units)\nZONES: residential 153, commercial 67, industrial 94; unpowered zones: 8\nDEMAND (-100..+100, positive = the city wants more of it): residential -100, commercial -98, industrial -100\nCITY SCORE (re-evaluated each January, like the official census): 325 / 1000 (change -8 at the last evaluation); approval 36%; top problems (share of citizens): pollution 13%, housing costs 8%, taxes 6%, crime 3%\nAVERAGES (0-255, lower is better except land value): crime 29, pollution 47, traffic 2, land value 61\nSERVICES: coal plants 2, nuclear 3, police 16, fire stations 7, stadiums 1, seaports 1, airports 1; road tiles 2359, rail tiles 597; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 29); 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 x16: (0,63)* (5,76)* (10,40) (14,19) (18,52) (47,14) (48,3) (52,48) (56,44) (60,26) (74,6)* (77,6)* (83,55) (94,63) (102,31) (104,90); 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): (5,34) (5,37) (29,0) (36,82) (64,6) (67,6) (70,6) (85,27)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (5,31) (14,10) (25,0) (51,85) (5,52) (7,19) (5,24) (5,55) (90,14) (84,6)\nLARGE OPEN AREAS (top-left, size): (70,67) 22x22 (98,71) 18x18 (105,0) 15x15 (55,75) 14x14 (107,61) 10x10 (0,12) 10x10\nHOT SPOTS (value@tile range): crime: 200@(10-11,92-93) 198@(10-11,90-91) 194@(12-13,90-91); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15); traffic: 152@(8-9,26-27) 110@(20-21,34-35) 104@(8-9,24-25)\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 .\"\"#\"\"\".\"\".\"\"\"rr\"\"\"\".\"\"\"RRRRRRR\"\"\"\"\"..\"\"\"\"kkk\"\"\"#\".\"\"\"\"\"\"\"\"\"\ny= 2 .\"\"#RR\"\"\"\"\"\"k\"rr\"\"\"\".\"\"\"PPRRRRR\"+\"\"++++\"\"\"kkk\"\"\"#\"\"\"\"\"\"\"..\"\"\ny= 4 .\"\"#RR\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"\"PPRRRRR++++++++\".\"\"\"\"\"CC#\"\"\"\"\"\"\"\"\"\".\ny= 6 .\"\"#RR++++++++#RR++RR+RRIIRRIIIIrrrrrPPPCC\"\"\"\"CC#CC.\"\"\"\"\"\"\".\ny= 8 \"\"\".RR#########RR#+RR#RRIIRRIIIIrrrrrPPPCC#######CC.\"\".\"\"\"..\ny= 10 \"\"\".....#RRRRRRCC#CCRIIII#IIIIIIIIAAAAIIRRRR#RRRRRR....\"\"\"\"\"\ny= 12 ..\"....RRRRRRRRCC#CCRIIII#IIIIIIIIAAAAIIRRRR#RRRRRR##..\"\"\"\"\"\ny= 14 \"\"\"....RRFFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#,,,#RR,,II\"\"\"\"\"\ny= 16 \"\"\"\".+.k#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#===#RR==II\"\"\"\"\"\ny= 18 \"\"\"\".RRPPRRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRII\"\"\"\ny= 20 ..\"\".RRPPRRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRIIII\"\ny= 22 \"\"\"\"#RR##RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#####RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#kkk#RRRRkkk=RRII\"\"\"\ny= 26 \"HHR#RRRRRRRRRRRRRRRRRRII#IIIIPPIIIIIIIIRRrr#RRRRRRRRIIIIII\"\ny= 28 .HHR#RRRRRRRRRRRRRRRRRRII#IIIIPPIIIIIIIIRRrr#RRRRRRRRIIIIII~\ny= 30 .####RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII###\"~\ny= 32 \"\"\"\"#RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII#EEE~\ny= 34 \"\"rr#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#EEE~\ny= 36 \"\"rr#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#\"~~~\ny= 38 \"\"rr####################################################~~~~\ny= 40 \"\"\"k=PPRRRRRRRR=RRRCCRRCC#CCRRRRRRRRRRRRRRRR############~~~~\ny= 42 \"\"\"\"=PPRRRRRRRR#RRRCCRRCC#CCRRRRRRRRRRRRRRRRIIIIIIIOOOI#~~~~\ny= 44 \"\"CC=RRRRRRRRRRCCCCCCCCCC#CCPPkkk=RRRRRRRR#kIIIIIIIOOOI~~~~~\ny= 46 \"\"CC###RRRRRRRRCCCCCCCCCC#CCPP####RRRRRRRR~~+~~~~~~~~~~~~~~~\ny= 48 .RRR#RRRRFFRRRRCCCCCCCCCC#PPCCRRFFRRRR#~#~~++~~~~~~~~~~~~~~~\ny= 50 #RRR#RRRRFFRRRRCCCCCCCCCC#PPCCRRFFRRRR~~#~~+\"\"~~~~~~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~~~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~+RPPSSS~~~~~~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#~~~~~RPPSSS~~~~~~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"\"\"\"~~~~~~~\"~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCCCCCCC#CCCC#~~~~~~~~\"\"\"k~~~~~~\"\"\"\".\"\"~~~~\ny= 62 PP.\"IIII#IIIIIICCCCCCCCCC#CC~~~~~~~~~~~~~~~~~~~PP\"\"\"\"...\"\"\"~\ny= 64 PP..IIII#IIIIIICCCCCC###=##~~~~~~~~~~~~~~~~~~~\"PP\"\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC++~=#~~~~~~~~~~~~~~~~~\"\".\"+\"\"kkkk\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC#,++~=##II~\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"+\".kkkk.\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~++~=#III\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"+\"\"kkkk\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~++~=#IIIII\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"+\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..\"\"IIII#IIIIIICC~~~IIEE=CC\"III\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"+\".\"\"\"\"\"..\"\".\ny= 76 \"\"PP#############~~~IIEE=CC\"\"\"\".\"\"\".\"......\"\"\"\"+.\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"PPIIII#IIIIII~~~~II####RR\"\"\"\".\"\"\".\"\"\"..\"\"\"\".\"+\"\"\"\"\"\"\"\"\"\"\"\"\ny= 80 \"\"\".IIII#IIIIII~~~kII#\"\"=#\"\".\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\"+\"\"\"\"\"\"\"\"\"\"\"\"\ny= 82 \"\"\"\"IIII#IIII~~~~~cc#II+=CC..\"\"..\"\".\"\".\"\"\"\"\"\"\"\"+\"\"\"\"\"\"\"..\"\"\"\ny= 84 .\"\"\"IIII#IIII~~~~\"ccIII##CC\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"+\"\"\"\"\".\"\"\".\"\"\ny= 86 ~\"\".FFII#===~~~~\"\"##IICC=\"\"\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"\".\"+\"\"\"\"\"\"\"\"\".\"\"\ny= 88 ~\"\"\"FFII=~==~~~.\"\"#\"\"#CC====================================\ny= 90 ~~\"\"II#~===~~~~.\"\"#\"\"#.\"\"\"\".\"\"\"\"\".=.\"\"\"\".\"\"\".\"\"+.\"\"\"PP\",,,,,\ny= 92 \"~~~II#~===~~~~\"\"\"#.\"#\"\"\"\"\"\"\"\"\"\"\".=\"\"\"\"\".\"\"\"\"\"\"+\"\"\"\"PP\",,,,,\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 ......#................\"\"...#RRR........\ny= 1 ...\"\".##\"\"\"\"\"\"...\"\"\"...\"\"\"\".#RRR\"\"\".\"\"\".\ny= 2 ..\"\"\"\"\"#\"\"\"\"\"\"...\"\"\"\"\".\"\"\"\".#RRR\"\"\".\"\"\".\ny= 3 ..\"\"\"\"\"#RRR\"\"\".\"\".\"\"\"\"\"\"\"k\"\"#.k\"\"\"\".\"\"\".\ny= 4 ..\"\"\"\"\"#RRR\"\"\".\"\"\".\"\"\"\"\"\"\"\"\"#...\"\".\"\"\"\".\ny= 5 ..\"\"\"\"\"#RRR\"\"..\"\"\".\"\"\"\"\"\"\"\"\"##....\"\"\"\"\".\ny= 6 ..\"\"\"\"\"##RRR+++++++++++++++++#RRR+++++++\ny= 7 ..\"\"\"\"..#RRR\"\"\"\"...\"\"\".......#RRR...+..R\ny= 8 \"\"\"\"\"...#RRR\"\"\"\"...\"\"\".......#RRR...+..R\ny= 9 \"\".\"\"...###########################.+..R\ny= 10 \"\"\"\"\"\"...........#RRR#RRR#RRR#=CCC#,CCCR\ny= 11 \"\"\"\"\"\"...........#RRR#RRR#RRR#=CCC#,CCCR\ny= 12 .................#RRR#RRR#RRR#=CCC#,CCCR\ny= 13 ....\"\"........RRR#######################\ny= 14 \"\"\".\"\"........RRR#FFF#RRR#RRR#=CCC#CCC#C\ny= 15 \"\"\"\"..........RRR#FFF#RRR#RRR#=CCC#CCC#C\ny= 16 \"\"\"\".\"\"\"..+...k..#FFF#RRR#RRR#=CCC#CCC#C\ny= 17 \"\"\".\"\"\"\"..+......#===#===#===#====#===#=\ny= 18 \"\"\".\"\"\"\"..+......#######################\ny= 19 \"\"\".\"\"\"\"..RRR.PPP#RRR#RRR#RRR#=RRR#RRR#R\ny= 20 ....\"\"\"\"..RRR.PPP#RRR#RRR#RRR#=RRR#RRR#R\ny= 21 ....\"\"\"\"..RRR#PPP#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 7% | OK funding set: road 0%, fire 0%, police 25% | OK zoom view at (0,0) next turn\nYOUR NOTES FROM LAST TURN: Cash recovery plan: road 0%, fire 0%, police 25%; tax 7%. Reassess crime, population, demand, and treasury after the next January budget; restore services before crime approaches 60.", "raw": "{\"thoughts\":\"The city is cash-starved and demand is deeply negative, so construction is impossible this turn. I will eliminate taxes to encourage recovery and retain minimal police funding; crime is currently well below the threshold, so preserving population growth is the priority.\",\"notes\":\"Tax 0% for recovery; police 25%, roads/fire 0%. Recheck treasury, demand, population, and crime next turn; restore police funding if crime accelerates.\",\"actions\":[{\"type\":\"tax\",\"rate\":0},{\"type\":\"funding\",\"road\":0,\"fire\":0,\"police\":25},{\"type\":\"zoom\",\"x\":0,\"y\":0}]}", "routed_model": "openai/gpt-5.6-luna", "usage": {"prompt_tokens": 4521, "completion_tokens": 405, "total_tokens": 4926, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 4519, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.001777765, "upstream_inference_prompt_cost": 0.001243165, "upstream_inference_completions_cost": 0.0005346}, "completion_tokens_details": {"reasoning_tokens": 266, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.001777765, "latency_s": 5.53, "thoughts": "The city is cash-starved and demand is deeply negative, so construction is impossible this turn. I will eliminate taxes to encourage recovery and retain minimal police funding; crime is currently well below the threshold, so preserving population growth is the priority.", "notes": "Tax 0% for recovery; police 25%, roads/fire 0%. Recheck treasury, demand, population, and crime next turn; restore police funding if crime accelerates.", "actions": [{"type": "tax", "rate": 0}, {"type": "funding", "road": 0, "fire": 0, "police": 25}, {"type": "zoom", "x": 0, "y": 0}], "actions_dropped": 0, "results": ["OK tax rate set to 0%", "OK funding set: road 0%, fire 0%, police 25%", "OK zoom view at (0,0) next turn"], "state": {"population_now": 14120, "funds": 0, "score": 325, "tax": 7}, "info": {"unpowered_zones": 8, "zones_r": 153, "zones_c": 67, "zones_i": 94, "free_sites": 10}, "wall_s": 171.9} {"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: $0 tax rate 0% funding: road 0%, fire 0%, police 25%\n last January's budget: tax income $378, requested road $2,480, fire $700, police $1,600; cash flow $-4,402/yr\nPOPULATION: 12,720 now (official census 17,060, City); residents 276, commerce 18, industry 27 (engine units)\nZONES: residential 152, commercial 67, industrial 94; unpowered zones: 7\nDEMAND (-100..+100, positive = the city wants more of it): residential -48, commercial +12, industrial -30\nCITY SCORE (re-evaluated each January, like the official census): 325 / 1000 (change -8 at the last evaluation); approval 36%; top problems (share of citizens): pollution 13%, housing costs 8%, taxes 6%, crime 3%\nAVERAGES (0-255, lower is better except land value): crime 29, pollution 45, traffic 2, land value 63\nSERVICES: coal plants 2, nuclear 3, police 16, fire stations 7, stadiums 1, seaports 1, airports 1; road tiles 2352, rail tiles 597; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 29); 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 x16: (0,63)* (5,76)* (10,40) (14,19) (18,52) (47,14) (48,3) (52,48) (56,44) (60,26) (74,6)* (77,6)* (83,55) (94,63) (102,31) (104,90); 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): (5,34) (5,37) (29,0) (36,82) (64,6) (67,6) (70,6)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (5,31) (14,10) (25,0) (51,85) (5,52) (7,19) (5,24) (5,55) (90,14) (84,6)\nLARGE OPEN AREAS (top-left, size): (70,67) 22x22 (98,71) 18x18 (105,0) 15x15 (55,75) 14x14 (107,61) 10x10 (0,12) 10x10\nHOT SPOTS (value@tile range): crime: 200@(10-11,92-93) 198@(10-11,90-91) 194@(12-13,90-91); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15); traffic: 172@(24-25,12-13) 154@(62-63,46-47) 132@(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 .\"\"#\"\"\".\"\".\"\"\"rr\"\"\"\".\"\"\"RRRRRRR\"\"\"\"\"..\"\"\"\"kkk\"\"\"#\".\"\"\"\"\"\"\"\"\"\ny= 2 .\"\"#RR\"\"\"\"\"\"k\"rr\"\"\"\".\"\"\"PPRRRRR\"+\"\"++++\"\"\"kkk\"\"\"#\"\"\"\"\"\"\"..\"\"\ny= 4 .\"\"#RR\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"\"PPRRRRR++++++++\".\"\"\"\"\"CC#\"\"\"\"\"\"\"\"\"\".\ny= 6 .\"\"#RR++++++++#RR++RR+RRIIRRIIIIrrrrrPPPCC\"\"\"\"CC#CC.\"\"\"\"\"\"\".\ny= 8 \"\"\".RR#########RR#+RR#RRIIRRIIIIrrrrrPPPCC#######CC.\"\".\"\"\"..\ny= 10 \"\"\".....#RRRRRRCC#CCRIIII#IIIIIIIIAAAAIIRRRR#RRRRRR....\"\"\"\"\"\ny= 12 ..\"....RRRRRRRRCC#CCRIIII#IIIIIIIIAAAAIIRRRR#RRRRRR##..\"\"\"\"\"\ny= 14 \"\"\"....RRFFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#,,,#RR,,II\"\"\"\"\"\ny= 16 \"\"\"\".+.k#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#===#RR==II\"\"\"\"\"\ny= 18 \"\"\"\".RRPPRRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRII\"\"\"\ny= 20 ..\"\".RRPPRRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRIIII\"\ny= 22 \"\"\"\"#RR##RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#####RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#kkk#RRRRkkk=RRII\"\"\"\ny= 26 \"HHR#RRRRRRRRRRRRRRRRRRII#IIIIPPIIIIIIIIRRRR#RRRRRRRRIIIIII\"\ny= 28 .HHR#RRRRRRRRRRRRRRRRRRII#IIIIPPIIIIIIIIRRRR#RRRRRRRRIIIIII~\ny= 30 .####RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII###\"~\ny= 32 \"\"\"\"#RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII#EEE~\ny= 34 \"\"rr#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#EEE~\ny= 36 \"\"rr#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#\"~~~\ny= 38 \"\"rr####################################################~~~~\ny= 40 \"\"\"k=PPRRRRRRRR=RRRCCRRCC#CCRRHHRRRRRRRRRRRR############~~~~\ny= 42 \"\"\"\"=PPRRRRRRRR#RRRCCRRCC#CCRRHHRRRRRRRRRRRRIIIIIIIOOOI#~~~~\ny= 44 \"\"CC=RRRRRRRRRRCCCCCCCCCC#CCPPkkk=RRRRRRRR#kIIIIIIIOOOI~~~~~\ny= 46 \"\"CC###RRRRRRRRCCCCCCCCCC#CCPP####RRRRRRRR~~+~~~~~~~~~~~~~~~\ny= 48 .RRR#RRRRFFRRRRCCCCCCCCCC#PPCCRRFFRRRR#~#~~++~~~~~~~~~~~~~~~\ny= 50 #RRR#RRRRFFRRRRCCCCCCCCCC#PPCCRRFFRRRR~~#~~+\"\"~~~~~~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~~~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~+RPPSSS~~~~~~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#~~~~~RPPSSS~~~~~~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"\"\"\"~~~~~~~\"~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCCCCCCC#CCCC#~~~~~~~~\"\"\"k~~~~~~\"\"\"\".\"\"~~~~\ny= 62 PP.\"IIII#IIIIIICCCCCCCCCC#CC~~~~~~~~~~~~~~~~~~~PP\"\"\"\"...\"\"\"~\ny= 64 PP..IIII#IIIIIICCCCCC###=##~~~~~~~~~~~~~~~~~~~\"PP\"\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC++~=#~~~~~~~~~~~~~~~~~\"\".\"+\"\"kkkk\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC#,++~=##II~\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"+\".kkkk.\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~++~=#III\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"+\"\"kkkk\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~++~=#IIIII\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"+\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..\"\"IIII#IIIIIICC~~~IIEE=CC\"III\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"+\".\"\"\"\"\"..\"\".\ny= 76 \"\"PP#############~~~IIEE=CC\"\"\"\".\"\"\".\"......\"\"\"\"+.\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"PPIIII#IIIIII~~~~II####RR\"\"\"\".\"\"\".\"\"\"..\"\"\"\".\"+\"\"\"\"\"\"\"\"\"\"\"\"\ny= 80 \"\"\".IIII#IIIIII~~~kII#\"\"=#\"\".\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\"+\"\"\"\"\"\"\"\"\"\"\"\"\ny= 82 \"\"\"\"IIII#IIII~~~~~cc#II+=CC..\"\"..\"\".\"\".\"\"\"\"\"\"\"\"+\"\"\"\"\"\"\"..\"\"\"\ny= 84 .\"\"\"IIII#IIII~~~~\"ccIII##CC\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"+\"\"\"\"\".\"\"\".\"\"\ny= 86 ~\"\".FFII#===~~~~\"\"##IICC=\"\"\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"\".\"+\"\"\"\"\"\"\"\"\".\"\"\ny= 88 ~\"\"\"FFII=~==~~~.\"\"#\"\"#CC====================================\ny= 90 ~~\"\"II#~===~~~~.\"\"#\"\"#.\"\"\"\".\"\"\"\"\".=.\"\"\"\".\"\"\".\"\"+.\"\"\"PP\",,,,,\ny= 92 \"~~~II#~===~~~~\"\"\"#.\"#\"\"\"\"\"\"\"\"\"\"\".=\"\"\"\"\".\"\"\"\"\"\"+\"\"\"\"PP\",,,,,\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 ......#................\"\"...#RRR........\ny= 1 ...\"\".##\"\"\"\"\"\"...\"\"\"...\"\"\"\".#RRR\"\"\".\"\"\".\ny= 2 ..\"\"\"\"\"#\"\"\"\"\"\"...\"\"\"\"\".\"\"\"\".#RRR\"\"\".\"\"\".\ny= 3 ..\"\"\"\"\"#RRR\"\"\".\"\".\"\"\"\"\"\"\"k\"\"#.k\"\"\"\".\"\"\".\ny= 4 ..\"\"\"\"\"#RRR\"\"\".\"\"\".\"\"\"\"\"\"\"\"\"#...\"\".\"\"\"\".\ny= 5 ..\"\"\"\"\"#RRR\"\"..\"\"\".\"\"\"\"\"\"\"\"\"##....\"\"\"\"\".\ny= 6 ..\"\"\"\"\"##RRR+++++++++++++++++#RRR+++++++\ny= 7 ..\"\"\"\"..#RRR\"\"\"\"...\"\"\".......#RRR...+..R\ny= 8 \"\"\"\"\"...#RRR\"\"\"\"...\"\"\".......#RRR...+..R\ny= 9 \"\".\"\"...###########################.+..R\ny= 10 \"\"\"\"\"\"...........#RRR#RRR#RRR#=CCC#,CCCR\ny= 11 \"\"\"\"\"\"...........#RRR#RRR#RRR#=CCC#,CCCR\ny= 12 .................#RRR#RRR#RRR#=CCC#,CCCR\ny= 13 ....\"\"........RRR#######################\ny= 14 \"\"\".\"\"........RRR#FFF#RRR#RRR#=CCC#CCC#C\ny= 15 \"\"\"\"..........RRR#FFF#RRR#RRR#=CCC#CCC#C\ny= 16 \"\"\"\".\"\"\"..+...k..#FFF#RRR#RRR#=CCC#CCC#C\ny= 17 \"\"\".\"\"\"\"..+......#===#===#===#====#===#=\ny= 18 \"\"\".\"\"\"\"..+......#######################\ny= 19 \"\"\".\"\"\"\"..RRR.PPP#RRR#RRR#RRR#=RRR#RRR#R\ny= 20 ....\"\"\"\"..RRR.PPP#RRR#RRR#RRR#=RRR#RRR#R\ny= 21 ....\"\"\"\"..RRR#PPP#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 0% | OK funding set: road 0%, fire 0%, police 25% | OK zoom view at (0,0) next turn\nYOUR NOTES FROM LAST TURN: Tax 0% for recovery; police 25%, roads/fire 0%. Recheck treasury, demand, population, and crime next turn; restore police funding if crime accelerates.", "raw": "{\"thoughts\":\"The treasury is empty, so construction is impossible this turn. I will restore a moderate tax rate to create revenue while keeping police at the existing reduced funding; roads and fire remain unfunded until population and cash flow recover.\",\"notes\":\"Set tax to 7% and retain police 25%, road/fire 0%. Next turn check January revenue, treasury, population, demand, and crime; use first funds to power viable zones or add residential/commercial growth.\",\"actions\":[{\"type\":\"tax\",\"rate\":7},{\"type\":\"funding\",\"road\":0,\"fire\":0,\"police\":25}]}", "routed_model": "openai/gpt-5.6-luna", "usage": {"prompt_tokens": 4510, "completion_tokens": 322, "total_tokens": 4832, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 4508, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.00166518, "upstream_inference_prompt_cost": 0.00124014, "upstream_inference_completions_cost": 0.00042504}, "completion_tokens_details": {"reasoning_tokens": 190, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.00166518, "latency_s": 3.41, "thoughts": "The treasury is empty, so construction is impossible this turn. I will restore a moderate tax rate to create revenue while keeping police at the existing reduced funding; roads and fire remain unfunded until population and cash flow recover.", "notes": "Set tax to 7% and retain police 25%, road/fire 0%. Next turn check January revenue, treasury, population, demand, and crime; use first funds to power viable zones or add residential/commercial growth.", "actions": [{"type": "tax", "rate": 7}, {"type": "funding", "road": 0, "fire": 0, "police": 25}], "actions_dropped": 0, "results": ["OK tax rate set to 7%", "OK funding set: road 0%, fire 0%, police 25%"], "state": {"population_now": 12720, "funds": 0, "score": 325, "tax": 0}, "info": {"unpowered_zones": 7, "zones_r": 152, "zones_c": 67, "zones_i": 94, "free_sites": 10}, "wall_s": 175.5} {"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: $11 tax rate 7% funding: road 0%, fire 0%, police 25%\n last January's budget: tax income $411, requested road $2,487, fire $700, police $1,600; cash flow $-4,376/yr\nPOPULATION: 12,980 now (official census 12,980, City); residents 265, commerce 22, industry 26 (engine units)\nZONES: residential 152, commercial 67, industrial 94; unpowered zones: 8\nDEMAND (-100..+100, positive = the city wants more of it): residential -58, commercial -11, industrial -45\nCITY SCORE (re-evaluated each January, like the official census): 412 / 1000 (change +87 at the last evaluation); approval 41%; top problems (share of citizens): housing costs 10%, taxes 7%, crime 5%, pollution 4%\nAVERAGES (0-255, lower is better except land value): crime 27, pollution 44, traffic 2, land value 63\nSERVICES: coal plants 2, nuclear 3, police 16, fire stations 7, stadiums 1, seaports 1, airports 1; road tiles 2369, rail tiles 597; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 27); 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 x16: (0,63)* (5,76)* (10,40) (14,19) (18,52) (47,14) (48,3) (52,48) (56,44) (60,26) (74,6)* (77,6)* (83,55) (94,63) (102,31) (104,90); 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): (5,34) (5,37) (29,0) (36,82) (64,6) (67,6) (70,6) (81,44)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (5,31) (14,10) (25,0) (51,85) (5,52) (7,19) (5,24) (5,55) (90,14) (84,6)\nLARGE OPEN AREAS (top-left, size): (70,67) 22x22 (98,71) 18x18 (105,0) 15x15 (55,75) 14x14 (107,61) 10x10 (0,12) 10x10\nHOT SPOTS (value@tile range): crime: 196@(10-11,90-91) 194@(10-11,92-93) 188@(12-13,90-91); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15); traffic: 94@(68-69,50-51) 80@(62-63,54-55)\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 .\"\"#\"\"\".\"\".\"\"\"rr\"\"\"\".\"\"\"RRRRRRR\"\"\"\"\"..\"\"\"\"kkk\"\"\"#\".\"\"\"\"\"\"\"\"\"\ny= 2 .\"\"#RR\"\"\"\"\"\"k\"rr\"\"\"\".\"\"\"PPRRRRR\"+\"\"++++\"\"\"kkk\"\"\"#\"\"\"\"\"\"\"..\"\"\ny= 4 .\"\"#RR\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"\"PPRRRRR++++++++\".\"\"\"\"\"CC#\"\"\"\"\"\"\"\"\"\".\ny= 6 .\"\"#RR++++++++#RR++RR+RRIIRRIIIIrrrrrPPPCC\"\"\"\"CC#CC.\"\"\"\"\"\"\".\ny= 8 \"\"\".RR#########RR#+RR#RRIIRRIIIIrrrrrPPPCC#######CC.\"\".\"\"\"..\ny= 10 \"\"\".....#RRRRRRCC#CCRIIII#IIIIIIIIAAAAIIRRRR#RRRRRR....\"\"\"\"\"\ny= 12 ..\"....RRRRRRRRCC#CCRIIII#IIIIIIIIAAAAIIRRRR#RRRRRR##..\"\"\"\"\"\ny= 14 \"\"\"....RRFFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#,,,#RR,,II\"\"\"\"\"\ny= 16 \"\"\"\".+.k#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#===#RR==II\"\"\"\"\"\ny= 18 \"\"\"\".RRPPRRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRII\"\"\"\ny= 20 ..\"\".RRPPRRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRIIII\"\ny= 22 \"\"\"\"#RR##RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#####RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#kkk#RRRRkkk=RRII\"\"\"\ny= 26 \"HHR#RRRRRRRRRRRRRRRRRRII#IIIIPPIIIIIIIIRRRR#RRRRRRRRIIIIII\"\ny= 28 .HHR#RRRRRRRRRRRRRRRRRRII#IIIIPPIIIIIIIIRRRR#RRRRRRRRIIIIII~\ny= 30 .####RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII###\"~\ny= 32 \"\"\"\"#RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII#EEE~\ny= 34 \"\"rr#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#EEE~\ny= 36 \"\"rr#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#\"~~~\ny= 38 \"\"rr####################################################~~~~\ny= 40 \"\"\"k=PPRRRRRRRR=RRRCCRRCC#CCRRHHRRRRRRRRRRRR############~~~~\ny= 42 \"\"\"\"=PPRRRRRRRR#RRRCCRRCC#CCRRHHRRRRRRRRRRRRIIIIIIIOOOI#~~~~\ny= 44 \"\"CC=RRRRRRRRRRCCCCCCCCCC#CCPPkkk=RRRRRRrr#kIIIIIIIOOOI~~~~~\ny= 46 \"\"CC###RRRRRRRRCCCCCCCCCC#CCPP####RRRRRRrr~~+~~~~~~~~~~~~~~~\ny= 48 .RRR#RRRRFFRRRRCCCCCCCCCC#PPCCRRFFRRRR#~#~~++~~~~~~~~~~~~~~~\ny= 50 #RRR#RRRRFFRRRRCCCCCCCCCC#PPCCRRFFRRRR~~#~~+\"\"~~~~~~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~~~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~+RPPSSS~~~~~~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#~~~~~RPPSSS~~~~~~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"\"\"\"~~~~~~~\"~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCCCCCCC#CCCC#~~~~~~~~\"\"\"k~~~~~~\"\"\"\".\"\"~~~~\ny= 62 PP.\"IIII#IIIIIICCCCCCCCCC#CC~~~~~~~~~~~~~~~~~~~PP\"\"\"\"...\"\"\"~\ny= 64 PP..IIII#IIIIIICCCCCC###=#~~~~~~~~~~~~~~~~~~~~\"PP\"\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC++~=#~~~~~~~~~~~~~~~~~\"\".\"+\"\"kkkk\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC#,++~=#~II~\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"+\".kkkk.\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~++~=#III\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"+\"\"kkkk\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~++~=#IIIII\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"+\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..\"\"IIII#IIIIIICC~~~IIEE=CC\"III\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"+\".\"\"\"\"\"..\"\".\ny= 76 \"\"PP#############~~~IIEE=CC\"\"\"\".\"\"\".\"......\"\"\"\"+.\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"PPIIII#IIIIII~~~~II####RR\"\"\"\".\"\"\".\"\"\"..\"\"\"\".\"+\"\"\"\"\"\"\"\"\"\"\"\"\ny= 80 \"\"\".IIII#IIIIII~~~kII#\"\"=#\"\".\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\"+\"\"\"\"\"\"\"\"\"\"\"\"\ny= 82 \"\"\"\"IIII#IIII~~~~~cc#II+=CC..\"\"..\"\".\"\".\"\"\"\"\"\"\"\"+\"\"\"\"\"\"\"..\"\"\"\ny= 84 .\"\"\"IIII#IIII~~~~\"ccIII##CC\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"+\"\"\"\"\".\"\"\".\"\"\ny= 86 ~\"\".FFII#===~~~~\"\"##IICC=\"\"\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"\".\"+\"\"\"\"\"\"\"\"\".\"\"\ny= 88 ~\"\"\"FFII=~==~~~.\"\"#\"\"#CC====================================\ny= 90 ~~\"\"II#~===~~~~.\"\"#\"\"#.\"\"\"\".\"\"\"\"\".=.\"\"\"\".\"\"\".\"\"+.\"\"\"PP\",,,,,\ny= 92 \"~~~II#~===~~~~\"\"\"#.\"#\"\"\"\"\"\"\"\"\"\"\".=\"\"\"\"\".\"\"\"\"\"\"+\"\"\"\"PP\",,,,,\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 25%\nYOUR NOTES FROM LAST TURN: Set tax to 7% and retain police 25%, road/fire 0%. Next turn check January revenue, treasury, population, demand, and crime; use first funds to power viable zones or add residential/commercial growth.", "raw": "{\"thoughts\":\"Treasury is nearly exhausted and demand is negative across all zone types, so new construction would be counterproductive. Preserve cash this turn; existing crime is already well below the scenario threshold, and the priority is allowing the existing city to recover and grow.\",\"notes\":\"Cash only $11; do not build until January revenue is known. Reassess population, demand, power, and crime next turn; prioritize inexpensive power connections only if they can activate substantial existing zones.\",\"actions\":[]}", "routed_model": "openai/gpt-5.6-luna", "usage": {"prompt_tokens": 3861, "completion_tokens": 1140, "total_tokens": 5001, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 3859, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.002566465, "upstream_inference_prompt_cost": 0.001061665, "upstream_inference_completions_cost": 0.0015048}, "completion_tokens_details": {"reasoning_tokens": 1034, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.002566465, "latency_s": 10.53, "thoughts": "Treasury is nearly exhausted and demand is negative across all zone types, so new construction would be counterproductive. Preserve cash this turn; existing crime is already well below the scenario threshold, and the priority is allowing the existing city to recover and grow.", "notes": "Cash only $11; do not build until January revenue is known. Reassess population, demand, power, and crime next turn; prioritize inexpensive power connections only if they can activate substantial existing zones.", "actions": [], "actions_dropped": 0, "results": [], "state": {"population_now": 12980, "funds": 11, "score": 412, "tax": 7}, "info": {"unpowered_zones": 8, "zones_r": 152, "zones_c": 67, "zones_i": 94, "free_sites": 10}, "wall_s": 186.2} {"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: $11 tax rate 7% funding: road 0%, fire 0%, police 25%\n last January's budget: tax income $411, requested road $2,487, fire $700, police $1,600; cash flow $-4,376/yr\nPOPULATION: 12,040 now (official census 12,980, City); residents 242, commerce 20, industry 25 (engine units)\nZONES: residential 153, commercial 67, industrial 94; unpowered zones: 7\nDEMAND (-100..+100, positive = the city wants more of it): residential -89, commercial -84, industrial -85\nCITY SCORE (re-evaluated each January, like the official census): 412 / 1000 (change +87 at the last evaluation); approval 41%; top problems (share of citizens): housing costs 10%, taxes 7%, crime 5%, pollution 4%\nAVERAGES (0-255, lower is better except land value): crime 27, pollution 44, traffic 2, land value 63\nSERVICES: coal plants 2, nuclear 3, police 16, fire stations 7, stadiums 1, seaports 1, airports 1; road tiles 2339, rail tiles 597; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 27); 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 x16: (0,63)* (5,76)* (10,40) (14,19) (18,52) (47,14) (48,3) (52,48) (56,44) (60,26) (74,6)* (77,6)* (83,55) (94,63) (102,31) (104,90); 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): (5,34) (5,37) (29,0) (36,82) (64,6) (67,6) (70,6)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (5,31) (14,10) (25,0) (5,52) (51,85) (7,19) (5,24) (5,55) (90,14) (84,6)\nLARGE OPEN AREAS (top-left, size): (70,67) 22x22 (98,71) 18x18 (105,0) 15x15 (55,75) 14x14 (107,61) 10x10 (0,12) 10x10\nHOT SPOTS (value@tile range): crime: 196@(10-11,90-91) 194@(10-11,92-93) 188@(10-11,88-89); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15); traffic: 78@(20-21,30-31)\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 .\"\"#\"\"\".\"\".\"\"\"rr\"\"\"\".\"\"\"RRRRRRR\"\"\"\"\"..\"\"\"\"kkk\"\"\"#\".\"\"\"\"\"\"\"\"\"\ny= 2 .\"\"#RR\"\"\"\"\"\"k\"rr\"\"\"\".\"\"\"PPRRRRR\"+\"\"++++\"\"\"kkk\"\"\"#\"\"\"\"\"\"\"..\"\"\ny= 4 .\"\"#RR\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"\"PPRRRRR++++++++\".\"\"\"\"\"CC#\"\"\"\"\"\"\"\"\"\".\ny= 6 .\"\"#RR++++++++#RR++RR+RRIIRRIIIIrrrrrPPPCC\"\"\"\"CC#CC.\"\"\"\"\"\"\".\ny= 8 \"\"\".RR#########RR#+RR#RRIIRRIIIIrrrrrPPPCC#######CC.\"\".\"\"\"..\ny= 10 \"\"\".....#RRRRRRCC#CCRIIII#IIIIIIIIAAAAIIRRRR#RRRRRR....\"\"\"\"\"\ny= 12 ..\"....RRRRRRRRCC#CCRIIII#IIIIIIIIAAAAIIRRRR#RRRRRR##..\"\"\"\"\"\ny= 14 \"\"\"....RRFFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#,,,#RR,,II\"\"\"\"\"\ny= 16 \"\"\"\".+.k#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#===#RR==II\"\"\"\"\"\ny= 18 \"\"\"\".RRPPRRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRII\"\"\"\ny= 20 ..\"\".RRPPRRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRIIII\"\ny= 22 \"\"\"\"#RR##RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#####RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#kkk#RRRRkkk=RRII\"\"\"\ny= 26 \"RRR#RRRRRRRRRRRRRRRRRRII#IIIIPPIIIIIIIIRRRR#RRRRRRRRIIIIII\"\ny= 28 .RRR#RRRRRRRRRRRRRRRRRRII#IIIIPPIIIIIIIIRRRR#RRRRRRRRIIIIII~\ny= 30 .####RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII###\"~\ny= 32 \"\"\"\"#RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII#EEE~\ny= 34 \"\"rr#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#EEE~\ny= 36 \"\"rr#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#\"~~~\ny= 38 \"\"rr####################################################~~~~\ny= 40 \"\"\"k=PPRRRRRRRR=RRRCCRRCC#CCRRHHRRRRRRRRRRRR############~~~~\ny= 42 \"\"\"\"=PPRRRRRRRR#RRRCCRRCC#CCRRHHRRRRRRRRRRRRIIIIIIIOOOI#~~~~\ny= 44 \"\"CC=RRRRRRRRRRCCCCCCCCCC#CCPPkkk=RRRRRRRR#kIIIIIIIOOOI~~~~~\ny= 46 \"\"CC###RRRRRRRRCCCCCCCCCC#CCPP####RRRRRRRR~~+~~~~~~~~~~~~~~~\ny= 48 .RRR#RRRRFFRRRRCCCCCCCCCC#PPCCRRFFRRRR#~#~~++~~~~~~~~~~~~~~~\ny= 50 #RRR#RRRRFFRRRRCCCCCCCCCC#PPCCRRFFRRRR~~#~~+\"\"~~~~~~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~~~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~+RPPSSS~~~~~~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#~~~~~RPPSSS~~~~~~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"\"\"\"~~~~~~~\"~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCCCCCCC#CCCC#~~~~~~~~\"\"\"k~~~~~~\"\"\"\".\"\"~~~~\ny= 62 PP.\"IIII#IIIIIICCCCCCCCCC#CC~~~~~~~~~~~~~~~~~~~PP\"\"\"\"...\"\"\"~\ny= 64 PP..IIII#IIIIIICCCCCC###=#~~~~~~~~~~~~~~~~~~~~\"PP\"\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC++~=#~~~~~~~~~~~~~~~~~\"\".\"+\"\"kkkk\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC#,++~=#~II~\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"+\".kkkk.\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~++~=#III\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"+\"\"kkkk\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~++~=#IIIII\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"+\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..\"\"IIII#IIIIIICC~~~IIEE=CC\"III\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"+\".\"\"\"\"\"..\"\".\ny= 76 \"\"PP#############~~~IIEE=CC\"\"\"\".\"\"\".\"......\"\"\"\"+.\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"PPIIII#IIIIII~~~~II####RR\"\"\"\".\"\"\".\"\"\"..\"\"\"\".\"+\"\"\"\"\"\"\"\"\"\"\"\"\ny= 80 \"\"\".IIII#IIIIII~~~kII#\"\"=#\"\".\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\"+\"\"\"\"\"\"\"\"\"\"\"\"\ny= 82 \"\"\"\"IIII#IIII~~~~~cc#II+=CC..\"\"..\"\".\"\".\"\"\"\"\"\"\"\"+\"\"\"\"\"\"\"..\"\"\"\ny= 84 .\"\"\"IIII#IIII~~~~\"ccIII##CC\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"+\"\"\"\"\".\"\"\".\"\"\ny= 86 ~\"\".FFII#===~~~~\"\"##IICC=\"\"\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"\".\"+\"\"\"\"\"\"\"\"\".\"\"\ny= 88 ~\"\"\"FFII=~==~~~.\"\"#\"\"#CC====================================\ny= 90 ~~\"\"II#~===~~~~.\"\"#\"\"#.\"\"\"\".\"\"\"\"\".=.\"\"\"\".\"\"\".\"\"+.\"\"\"PP\",,,,,\ny= 92 \"~~~II#~===~~~~\"\"\"#.\"#\"\"\"\"\"\"\"\"\"\"\".=\"\"\"\"\".\"\"\"\"\"\"+\"\"\"\"PP\",,,,,\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: Cash only $11; do not build until January revenue is known. Reassess population, demand, power, and crime next turn; prioritize inexpensive power connections only if they can activate substantial existing zones.", "raw": "{\"thoughts\":\"Cash is only $11, so construction is impossible until the next tax collection. Crime is already safely below the threshold; I will reduce taxes modestly to encourage redevelopment while retaining minimal police funding and avoiding new expenses.\",\"notes\":\"No construction until cash improves. Keep road/fire funding at 0 and police at 25% unless crime rises. Recheck January revenue, demand, population, and unpowered zones; prioritize cheap power connections only when affordable.\",\"actions\":[{\"type\":\"tax\",\"rate\":5},{\"type\":\"funding\",\"road\":0,\"fire\":0,\"police\":25},{\"type\":\"zoom\",\"x\":0,\"y\":0}]}", "routed_model": "openai/gpt-5.6-luna", "usage": {"prompt_tokens": 3817, "completion_tokens": 367, "total_tokens": 4184, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 3815, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.001534005, "upstream_inference_prompt_cost": 0.001049565, "upstream_inference_completions_cost": 0.00048444}, "completion_tokens_details": {"reasoning_tokens": 225, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.001534005, "latency_s": 3.93, "thoughts": "Cash is only $11, so construction is impossible until the next tax collection. Crime is already safely below the threshold; I will reduce taxes modestly to encourage redevelopment while retaining minimal police funding and avoiding new expenses.", "notes": "No construction until cash improves. Keep road/fire funding at 0 and police at 25% unless crime rises. Recheck January revenue, demand, population, and unpowered zones; prioritize cheap power connections only when affordable.", "actions": [{"type": "tax", "rate": 5}, {"type": "funding", "road": 0, "fire": 0, "police": 25}, {"type": "zoom", "x": 0, "y": 0}], "actions_dropped": 0, "results": ["OK tax rate set to 5%", "OK funding set: road 0%, fire 0%, police 25%", "OK zoom view at (0,0) next turn"], "state": {"population_now": 12040, "funds": 11, "score": 412, "tax": 7}, "info": {"unpowered_zones": 7, "zones_r": 153, "zones_c": 67, "zones_i": 94, "free_sites": 10}, "wall_s": 190.3} {"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: $11 tax rate 5% funding: road 0%, fire 0%, police 25%\n last January's budget: tax income $411, requested road $2,487, fire $700, police $1,600; cash flow $-4,376/yr\nPOPULATION: 10,020 now (official census 12,980, City); residents 221, commerce 15, industry 20 (engine units)\nZONES: residential 153, commercial 67, industrial 94; unpowered zones: 7\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): 412 / 1000 (change +87 at the last evaluation); approval 41%; top problems (share of citizens): housing costs 10%, taxes 7%, crime 5%, pollution 4%\nAVERAGES (0-255, lower is better except land value): crime 27, pollution 47, traffic 2, land value 63\nSERVICES: coal plants 2, nuclear 3, police 16, fire stations 7, stadiums 1, seaports 1, airports 1; road tiles 2329, rail tiles 597; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 27); 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 x16: (0,63)* (5,76)* (10,40) (14,19) (18,52) (47,14) (48,3) (52,48) (56,44) (60,26) (74,6)* (77,6)* (83,55) (94,63) (102,31) (104,90); 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): (5,34) (5,37) (29,0) (36,82) (64,6) (67,6) (70,6)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (5,31) (14,10) (25,0) (5,52) (51,85) (7,19) (5,24) (5,55) (90,14) (84,6)\nLARGE OPEN AREAS (top-left, size): (70,67) 22x22 (98,71) 18x18 (105,0) 15x15 (55,75) 14x14 (107,61) 10x10 (0,12) 10x10\nHOT SPOTS (value@tile range): crime: 196@(10-11,90-91) 194@(10-11,92-93) 188@(10-11,88-89); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15); traffic: 76@(80-81,34-35)\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 .\"\"#\"\"\".\"\".\"\"\"rr\"\"\"\".\"\"\"RRRRRRR\"\"\"\"\"..\"\"\"\"kkk\"\"\"#\".\"\"\"\"\"\"\"\"\"\ny= 2 .\"\"#RR\"\"\"\"\"\"k\"rr\"\"\"\".\"\"\"PPRRRRR\"+\"\"++++\"\"\"kkk\"\"\"#\"\"\"\"\"\"\"..\"\"\ny= 4 .\"\"#RR\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"\"PPRRRRR++++++++\".\"\"\"\"\"CC#\"\"\"\"\"\"\"\"\"\".\ny= 6 .\"\"#RR++++++++#RR++RR+RRIIRRIIIIrrrrrPPPCC\"\"\"\"CC#CC.\"\"\"\"\"\"\".\ny= 8 \"\"\".RR#########RR#+RR#RRIIRRIIIIrrrrrPPPCC#######CC.\"\".\"\"\"..\ny= 10 \"\"\".....#RRRRRRCC#CCRIIII#IIIIIIIIAAAAIIRRRR#RRRRRR....\"\"\"\"\"\ny= 12 ..\"....RRRRRRRRCC#CCRIIII#IIIIIIIIAAAAIIRRRR#RRRRRR##..\"\"\"\"\"\ny= 14 \"\"\"....RRFFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#,,,#RR,,II\"\"\"\"\"\ny= 16 \"\"\"\".+.k#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#===#RR==II\"\"\"\"\"\ny= 18 \"\"\"\".RRPPRRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRII\"\"\"\ny= 20 ..\"\".RRPPRRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRIIII\"\ny= 22 \"\"\"\"#RR##RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#####RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#kkk#RRRRkkk=RRII\"\"\"\ny= 26 \"RRR#RRRRRRRRRRRRRRRRRRII#IIIIPPIIIIIIIIRRRR#RRRRRRRRIIIIII\"\ny= 28 .RRR#RRRRRRRRRRRRRRRRRRII#IIIIPPIIIIIIIIRRRR#RRRRRRRRIIIIII~\ny= 30 .####RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII###\"~\ny= 32 \"\"\"\"#RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII#EEE~\ny= 34 \"\"rr#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#EEE~\ny= 36 \"\"rr#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#\"~~~\ny= 38 \"\"rr####################################################~~~~\ny= 40 \"\"\"k=PPRRRRRRRR=RRRCCRRCC#CCRRHHRRRRRRRRRRRR############~~~~\ny= 42 \"\"\"\"=PPRRRRRRRR#RRRCCRRCC#CCRRHHRRRRRRRRRRRRIIIIIIIOOOI#~~~~\ny= 44 \"\"CC=RRRRRRRRRRCCCCCCCCCC#CCPPkkk=RRRRRRRR#kIIIIIIIOOOI~~~~~\ny= 46 \"\"CC###RRRRRRRRCCCCCCCCCC#CCPP####RRRRRRRR~~+~~~~~~~~~~~~~~~\ny= 48 .RRR#RRRRFFRRRRCCCCCCCCCC#PPCCRRFFRRRR#~#~~++~~~~~~~~~~~~~~~\ny= 50 #RRR#RRRRFFRRRRCCCCCCCCCC#PPCCRRFFRRRR~~#~~+\"\"~~~~~~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~~~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~+RPPSSS~~~~~~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#~~~~~RPPSSS~~~~~~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"\"\"\"~~~~~~~\"~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCCCCCCC#CCCC#~~~~~~~~\"\"\"k~~~~~~\"\"\"\".\"\"~~~~\ny= 62 PP.\"IIII#IIIIIICCCCCCCCCC#CC~~~~~~~~~~~~~~~~~~~PP\"\"\"\"...\"\"\"~\ny= 64 PP..IIII#IIIIIICCCCCC###=##~~~~~~~~~~~~~~~~~~~\"PP\"\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC++~=#~~~~~~~~~~~~~~~~~\"\".\"+\"\"kkkk\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC#,++~=##II~\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"+\".kkkk.\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~++~=#III\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"+\"\"kkkk\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~++~=#IIIII\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"+\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..\"\"IIII#IIIIIICC~~~IIEE=CC\"III\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"+\".\"\"\"\"\"..\"\".\ny= 76 \"\"PP#############~~~IIEE=CC\"\"\"\".\"\"\".\"......\"\"\"\"+.\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"PPIIII#IIIIII~~~~II####RR\"\"\"\".\"\"\".\"\"\"..\"\"\"\".\"+\"\"\"\"\"\"\"\"\"\"\"\"\ny= 80 \"\"\".IIII#IIIIII~~~kII#\"\"=#\"\".\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\"+\"\"\"\"\"\"\"\"\"\"\"\"\ny= 82 \"\"\"\"IIII#IIII~~~~~cc#II+=CC..\"\"..\"\".\"\".\"\"\"\"\"\"\"\"+\"\"\"\"\"\"\"..\"\"\"\ny= 84 .\"\"\"IIII#IIII~~~~\"ccIII##CC\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"+\"\"\"\"\".\"\"\".\"\"\ny= 86 ~\"\".FFII#===~~~~\"\"##IICC=\"\"\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"\".\"+\"\"\"\"\"\"\"\"\".\"\"\ny= 88 ~\"\"\"FFII=~==~~~.\"\"#\"\"#CC====================================\ny= 90 ~~\"\"II#~===~~~~.\"\"#\"\"#.\"\"\"\".\"\"\"\"\".=.\"\"\"\".\"\"\".\"\"+.\"\"\"PP\",,,,,\ny= 92 \"~~~II#~===~~~~\"\"\"#.\"#\"\"\"\"\"\"\"\"\"\"\".=\"\"\"\"\".\"\"\"\"\"\"+\"\"\"\"PP\",,,,,\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 ......#................\"\"...#RRR........\ny= 1 ...\"\".##\"\"\"\"\"\"...\"\"\"...\"\"\"\".#RRR\"\"\".\"\"\".\ny= 2 ..\"\"\"\"\"#\"\"\"\"\"\"...\"\"\"\"\".\"\"\"\".#RRR\"\"\".\"\"\".\ny= 3 ..\"\"\"\"\"#RRR\"\"\".\"\".\"\"\"\"\"\"\"k\"\"#.k\"\"\"\".\"\"\".\ny= 4 ..\"\"\"\"\"#RRR\"\"\".\"\"\".\"\"\"\"\"\"\"\"\"#...\"\".\"\"\"\".\ny= 5 ..\"\"\"\"\"#RRR\"\"..\"\"\".\"\"\"\"\"\"\"\"\"##....\"\"\"\"\".\ny= 6 ..\"\"\"\"\"##RRR+++++++++++++++++#RRR+++++++\ny= 7 ..\"\"\"\"..#RRR\"\"\"\"...\"\"\".......#RRR...+..R\ny= 8 \"\"\"\"\"...#RRR\"\"\"\"...\"\"\".......#RRR...+..R\ny= 9 \"\".\"\"...###########################.+..R\ny= 10 \"\"\"\"\"\"...........#RRR#RRR#RRR#=CCC#,CCCR\ny= 11 \"\"\"\"\"\"...........#RRR#RRR#RRR#=CCC#,CCCR\ny= 12 .................#RRR#RRR#RRR#=CCC#,CCCR\ny= 13 ....\"\"........RRR#######################\ny= 14 \"\"\".\"\"........RRR#FFF#RRR#RRR#=CCC#CCC#C\ny= 15 \"\"\"\"..........RRR#FFF#RRR#RRR#=CCC#CCC#C\ny= 16 \"\"\"\".\"\"\"..+...k..#FFF#RRR#RRR#=CCC#CCC#C\ny= 17 \"\"\".\"\"\"\"..+......#===#===#===#====#===#=\ny= 18 \"\"\".\"\"\"\"..+......#######################\ny= 19 \"\"\".\"\"\"\"..RRR.PPP#RRR#RRR#RRR#=RRR#RRR#R\ny= 20 ....\"\"\"\"..RRR.PPP#RRR#RRR#RRR#=RRR#RRR#R\ny= 21 ....\"\"\"\"..RRR#PPP#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 0%, police 25% | OK zoom view at (0,0) next turn\nYOUR NOTES FROM LAST TURN: No construction until cash improves. Keep road/fire funding at 0 and police at 25% unless crime rises. Recheck January revenue, demand, population, and unpowered zones; prioritize cheap power connections only when affordable.", "raw": "{\"thoughts\":\"The treasury is nearly empty and annual department costs are driving collapse, while crime is already safely below the threshold. I will temporarily suspend all department funding and raise taxes moderately to rebuild cash, then restore police and invest in powered residential growth once funds recover.\",\"notes\":\"Cash $11. Funding all 0; tax 8%. Avoid construction until revenue arrives. Next check cash, demand, population, crime, and January budget; restore police before crime approaches 50.\",\"actions\":[{\"type\":\"tax\",\"rate\":8},{\"type\":\"funding\",\"road\":0,\"fire\":0,\"police\":0}]}", "routed_model": "openai/gpt-5.6-luna", "usage": {"prompt_tokens": 4496, "completion_tokens": 374, "total_tokens": 4870, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 4494, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.00172997, "upstream_inference_prompt_cost": 0.00123629, "upstream_inference_completions_cost": 0.00049368}, "completion_tokens_details": {"reasoning_tokens": 241, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.00172997, "latency_s": 5.03, "thoughts": "The treasury is nearly empty and annual department costs are driving collapse, while crime is already safely below the threshold. I will temporarily suspend all department funding and raise taxes moderately to rebuild cash, then restore police and invest in powered residential growth once funds recover.", "notes": "Cash $11. Funding all 0; tax 8%. Avoid construction until revenue arrives. Next check cash, demand, population, crime, and January budget; restore police before crime approaches 50.", "actions": [{"type": "tax", "rate": 8}, {"type": "funding", "road": 0, "fire": 0, "police": 0}], "actions_dropped": 0, "results": ["OK tax rate set to 8%", "OK funding set: road 0%, fire 0%, police 0%"], "state": {"population_now": 10020, "funds": 11, "score": 412, "tax": 5}, "info": {"unpowered_zones": 7, "zones_r": 153, "zones_c": 67, "zones_i": 94, "free_sites": 10}, "wall_s": 195.5} {"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: $11 tax rate 8% funding: road 0%, fire 0%, police 0%\n last January's budget: tax income $411, requested road $2,487, fire $700, police $1,600; cash flow $-4,376/yr\nPOPULATION: 8,780 now (official census 12,980, City); residents 207, commerce 13, industry 16 (engine units)\nZONES: residential 153, commercial 67, industrial 94; unpowered zones: 7\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): 412 / 1000 (change +87 at the last evaluation); approval 41%; top problems (share of citizens): housing costs 10%, taxes 7%, crime 5%, pollution 4%\nAVERAGES (0-255, lower is better except land value): crime 25, pollution 46, traffic 2, land value 64\nSERVICES: coal plants 2, nuclear 3, police 16, fire stations 7, stadiums 1, seaports 1, airports 1; road tiles 2349, rail tiles 597; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 25); 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 x16: (0,63)* (5,76)* (10,40) (14,19) (18,52) (47,14) (48,3) (52,48) (56,44) (60,26) (74,6)* (77,6)* (83,55) (94,63) (102,31) (104,90); 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): (5,34) (5,37) (29,0) (36,82) (64,6) (67,6) (70,6)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (5,31) (14,10) (25,0) (5,52) (51,85) (7,19) (5,24) (5,55) (90,14) (84,6)\nLARGE OPEN AREAS (top-left, size): (70,67) 22x22 (98,71) 18x18 (105,0) 15x15 (55,75) 14x14 (107,61) 10x10 (0,12) 10x10\nHOT SPOTS (value@tile range): crime: 168@(10-11,90-91) 164@(10-11,92-93) 164@(8-9,90-91); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15); traffic: 76@(24-25,12-13)\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 .\"\"#\"\"\".\"\".\"\"\"rr\"\"\"\".\"\"\"RRRRRRR\"\"\"\"\"..\"\"\"\"kkk\"\"\"#\".\"\"\"\"\"\"\"\"\"\ny= 2 .\"\"#RR\"\"\"\"\"\"k\"rr\"\"\"\".\"\"\"PPRRRRR\"+\"\"++++\"\"\"kkk\"\"\"#\"\"\"\"\"\"\"..\"\"\ny= 4 .\"\"#RR\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"\"PPRRRRR++++++++\".\"\"\"\"\"CC#\"\"\"\"\"\"\"\"\"\".\ny= 6 .\"\"#RR++++++++#RR++RR+RRIIRRIIIIrrrrrPPPCC\"\"\"\"CC#CC.\"\"\"\"\"\"\".\ny= 8 \"\"\".RR#########RR#+RR#RRIIRRIIIIrrrrrPPPCC#######CC.\"\".\"\"\"..\ny= 10 \"\"\".....#RRRRRRCC#CCRIIII#IIIIIIIIAAAAIIRRRR#RRRRRR....\"\"\"\"\"\ny= 12 ..\"....RRRRRRRRCC#CCRIIII#IIIIIIIIAAAAIIRRRR#RRRRRR##..\"\"\"\"\"\ny= 14 \"\"\"....RRFFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#,,,#RR,,II\"\"\"\"\"\ny= 16 \"\"\"\".+.k#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#===#RR==II\"\"\"\"\"\ny= 18 \"\"\"\".RRPPRRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRII\"\"\"\ny= 20 ..\"\".RRPPRRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRIIII\"\ny= 22 \"\"\"\"#RR##RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#####RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#kkk#RRRRkkk=RRII\"\"\"\ny= 26 \"RRR#RRRRRRRRRRRRRRRRRRII#IIIIPPIIIIIIIIRRRR#RRRRRRRRIIIIII\"\ny= 28 .RRR#RRRRRRRRRRRRRRRRRRII#IIIIPPIIIIIIIIRRRR#RRRRRRRRIIIIII~\ny= 30 .####RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII###\"~\ny= 32 \"\"\"\"#RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII#EEE~\ny= 34 \"\"rr#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#EEE~\ny= 36 \"\"rr#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#\"~~~\ny= 38 \"\"rr####################################################~~~~\ny= 40 \"\"\"k=PPRRRRRRRR=RRRCCRRCC#CCRRHHRRRRRRRRRRRR############~~~~\ny= 42 \"\"\"\"=PPRRRRRRRR#RRRCCRRCC#CCRRHHRRRRRRRRRRRRIIIIIIIOOOI#~~~~\ny= 44 \"\"CC=RRRRRRRRRRCCCCCCCCCC#CCPPkkk=RRRRRRRR#kIIIIIIIOOOI~~~~~\ny= 46 \"\"CC###RRRRRRRRCCCCCCCCCC#CCPP####RRRRRRRR~~+~~~~~~~~~~~~~~~\ny= 48 .RRR#RRRRFFRRRRCCCCCCCCCC#PPCCRRFFRRRR#~#~~++~~~~~~~~~~~~~~~\ny= 50 #RRR#RRRRFFRRRRCCCCCCCCCC#PPCCRRFFRRRR~~#~~+\"\"~~~~~~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~~~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~+RPPSSS~~~~~~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#~~~~~RPPSSS~~~~~~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"\"\"\"~~~~~~~\"~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCCCCCCC#CCCC#~~~~~~~~\"\"\"k~~~~~~\"\"\"\".\"\"~~~~\ny= 62 PP.\"IIII#IIIIIICCCCCCCCCC#CC~~~~~~~~~~~~~~~~~~~PP\"\"\"\"...\"\"\"~\ny= 64 PP..IIII#IIIIIICCCCCC###=##~~~~~~~~~~~~~~~~~~~\"PP\"\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC++~=#~~~~~~~~~~~~~~~~~\"\".\"+\"\"kkkk\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC#,++~=##II~\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"+\".kkkk.\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~++~=#III\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"+\"\"kkkk\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~++~=#IIIII\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"+\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..\"\"IIII#IIIIIICC~~~IIEE=CC\"III\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"+\".\"\"\"\"\"..\"\".\ny= 76 \"\"PP#############~~~IIEE=CC\"\"\"\".\"\"\".\"......\"\"\"\"+.\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"PPIIII#IIIIII~~~~II####RR\"\"\"\".\"\"\".\"\"\"..\"\"\"\".\"+\"\"\"\"\"\"\"\"\"\"\"\"\ny= 80 \"\"\".IIII#IIIIII~~~kII#\"\"=#\"\".\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\"+\"\"\"\"\"\"\"\"\"\"\"\"\ny= 82 \"\"\"\"IIII#IIII~~~~~cc#II+=CC..\"\"..\"\".\"\".\"\"\"\"\"\"\"\"+\"\"\"\"\"\"\"..\"\"\"\ny= 84 .\"\"\"IIII#IIII~~~~\"ccIII##CC\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"+\"\"\"\"\".\"\"\".\"\"\ny= 86 ~\"\".FFII#===~~~~\"\"##IICC=\"\"\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"\".\"+\"\"\"\"\"\"\"\"\".\"\"\ny= 88 ~\"\"\"FFII=~==~~~.\"\"#\"\"#CC====================================\ny= 90 ~~\"\"II#~===~~~~.\"\"#\"\"#.\"\"\"\".\"\"\"\"\".=.\"\"\"\".\"\"\".\"\"+.\"\"\"PP\",,,,,\ny= 92 \"~~~II#~===~~~~\"\"\"#.\"#\"\"\"\"\"\"\"\"\"\"\".=\"\"\"\"\".\"\"\"\"\"\"+\"\"\"\"PP\",,,,,\ny= 94 \".~~II#~===~~~\"\"\"\"#\"\"#\"\"\"\"\"\"\".\"\"\"\"=\"\"\"\"\"\"\"\"\"\"\"\"++++++NNNNNNN\ny= 96 \".\"\"II#~==~~~~\"\"\"\"#.\"#\"...\"\"\".\"\"\"\"=\"\"\".\"\"\"\".\"\".\"\"\"\"\"\"NNNNNNN\ny= 98 \"\"\"\"###+=+++++++++#++#++++++++++++=++++++++++++++++++NNNNNNN\n\nEVENTS SINCE LAST TURN: Population has reached 2,000.\nRESULTS OF YOUR LAST ACTIONS: OK tax rate set to 8% | OK funding set: road 0%, fire 0%, police 0%\nYOUR NOTES FROM LAST TURN: Cash $11. Funding all 0; tax 8%. Avoid construction until revenue arrives. Next check cash, demand, population, crime, and January budget; restore police before crime approaches 50.", "raw": "{\"thoughts\":\"Cash is nearly exhausted, so construction is impossible this turn. Lowering taxes should encourage growth and help rebuild population while crime remains safely below the threshold; wait for January revenue before restoring services or investing.\",\"notes\":\"Cash $11. Tax reduced to 5%; funding remains 0% because treasury cannot support departments. Next turn check January tax receipts, population, demand, crime, and unpowered zones; prioritize police funding and power/growth investments.\",\"actions\":[{\"type\":\"tax\",\"rate\":5}]}", "routed_model": "openai/gpt-5.6-luna", "usage": {"prompt_tokens": 3846, "completion_tokens": 308, "total_tokens": 4154, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 3844, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.0014641, "upstream_inference_prompt_cost": 0.00105754, "upstream_inference_completions_cost": 0.00040656}, "completion_tokens_details": {"reasoning_tokens": 196, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.0014641, "latency_s": 3.93, "thoughts": "Cash is nearly exhausted, so construction is impossible this turn. Lowering taxes should encourage growth and help rebuild population while crime remains safely below the threshold; wait for January revenue before restoring services or investing.", "notes": "Cash $11. Tax reduced to 5%; funding remains 0% because treasury cannot support departments. Next turn check January tax receipts, population, demand, crime, and unpowered zones; prioritize police funding and power/growth investments.", "actions": [{"type": "tax", "rate": 5}], "actions_dropped": 0, "results": ["OK tax rate set to 5%"], "state": {"population_now": 8780, "funds": 11, "score": 412, "tax": 8}, "info": {"unpowered_zones": 7, "zones_r": 153, "zones_c": 67, "zones_i": 94, "free_sites": 10}, "wall_s": 199.6} {"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: $193 tax rate 5% funding: road 0%, fire 0%, police 0%\n last January's budget: tax income $182, requested road $2,466, fire $700, police $1,600; cash flow $-4,584/yr\nPOPULATION: 7,880 now (official census 7,900, Town); residents 202, commerce 11, industry 13 (engine units)\nZONES: residential 153, commercial 67, industrial 94; unpowered zones: 8\nDEMAND (-100..+100, positive = the city wants more of it): residential -73, commercial -60, industrial -65\nCITY SCORE (re-evaluated each January, like the official census): 333 / 1000 (change -79 at the last evaluation); approval 33%; top problems (share of citizens): housing costs 10%, taxes 9%, pollution 7%, crime 6%\nAVERAGES (0-255, lower is better except land value): crime 23, pollution 46, traffic 0, land value 64\nSERVICES: coal plants 2, nuclear 3, police 16, fire stations 7, stadiums 1, seaports 1, airports 1; road tiles 2339, rail tiles 597; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 23); 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 x16: (0,63)* (5,76)* (10,40) (14,19) (18,52) (47,14) (48,3) (52,48) (56,44) (60,26) (74,6)* (77,6)* (83,55) (94,63) (102,31) (104,90); 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): (5,34) (5,37) (29,0) (36,82) (60,48) (64,6) (67,6) (70,6)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (5,31) (14,10) (25,0) (5,52) (51,85) (7,19) (5,24) (5,55) (90,14) (84,6)\nLARGE OPEN AREAS (top-left, size): (70,67) 22x22 (98,71) 18x18 (105,0) 15x15 (55,75) 14x14 (107,61) 10x10 (0,12) 10x10\nHOT SPOTS (value@tile range): crime: 168@(10-11,90-91) 164@(8-9,90-91) 158@(10-11,92-93); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15); traffic: 184@(20-21,12-13) 104@(20-21,10-11)\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 .\"\"#\"\"\".\"\".\"\"\"rr\"\"\"\".\"\"\"RRRRRRR\"\"\"\"\"..\"\"\"\"kkk\"\"\"#\".\"\"\"\"\"\"\"\"\"\ny= 2 .\"\"#RR\"\"\"\"\"\"k\"rr\"\"\"\".\"\"\"PPRRRRR\"+\"\"++++\"\"\"kkk\"\"\"#\"\"\"\"\"\"\"..\"\"\ny= 4 .\"\"#RR\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"\"PPRRRRR++++++++\".\"\"\"\"\"CC#\"\"\"\"\"\"\"\"\"\".\ny= 6 .\"\"#RR++++++++#RR++RR+RRIIRRIIIIrrrrrPPPCC\"\"\"\"CC#CC.\"\"\"\"\"\"\".\ny= 8 \"\"\".RR#########RR#+RR#RRIIRRIIIIrrrrrPPPCC#######CC.\"\".\"\"\"..\ny= 10 \"\"\".....#RRRRRRCC#CCRIIII#IIIIIIIIAAAAIIRRRR#RRRRRR....\"\"\"\"\"\ny= 12 ..\"....RRRRRRRRCC#CCRIIII#IIIIIIIIAAAAIIRRRR#RRRRRR##..\"\"\"\"\"\ny= 14 \"\"\"....RRFFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#,,,#RR,,II\"\"\"\"\"\ny= 16 \"\"\"\".+.k#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#===#RR==II\"\"\"\"\"\ny= 18 \"\"\"\".RRPPRRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRII\"\"\"\ny= 20 ..\"\".RRPPRRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRIIII\"\ny= 22 \"\"\"\"#RR##RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#####RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#kkk#RRRRkkk=RRII\"\"\"\ny= 26 \"RRR#RRRRRRRRRRRRRRRRRRII#IIIIPPIIIIIIIIRRRR#RRRRRRRRIIIIII\"\ny= 28 .RRR#RRRRRRRRRRRRRRRRRRII#IIIIPPIIIIIIIIRRRR#RRRRRRRRIIIIII~\ny= 30 .####RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII###\"~\ny= 32 \"\"\"\"#RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII#EEE~\ny= 34 \"\"rr#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#EEE~\ny= 36 \"\"rr#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#\"~~~\ny= 38 \"\"rr####################################################~~~~\ny= 40 \"\"\"k=PPRRRRRRRR=RRRCCRRCC#CCRRHHRRRRRRRRRRRR############~~~~\ny= 42 \"\"\"\"=PPRRRRRRRR#RRRCCRRCC#CCRRHHRRRRRRRRRRRRIIIIIIIOOOI#~~~~\ny= 44 \"\"CC=RRRRRRRRRRCCCCCCCCCC#CCPPkkk=RRRRRRRR#kIIIIIIIOOOI~~~~~\ny= 46 \"\"CC###RRRRRRRRCCCCCCCCCC#CCPP####RRRRRRRR~~+~~~~~~~~~~~~~~~\ny= 48 .RRR#RRRRFFRRRRCCCCCCCCCC#PPCCrrFFRRRR#~#~~++~~~~~~~~~~~~~~~\ny= 50 #RRR#RRRRFFRRRRCCCCCCCCCC#PPCCrrFFRRRR~~#~~+\"\"~~~~~~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~~~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~+RPPSSS~~~~~~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#~~~~~RPPSSS~~~~~~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"\"\"\"~~~~~~~\"~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCCCCCCC#CCCC#~~~~~~~~\"\"\"k~~~~~~\"\"\"\".\"\"~~~~\ny= 62 PP.\"IIII#IIIIIICCCCCCCCCC#CC~~~~~~~~~~~~~~~~~~~PP\"\"\"\"...\"\"\"~\ny= 64 PP..IIII#IIIIIICCCCCC###=##~~~~~~~~~~~~~~~~~~~\"PP\"\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC++~=#~~~~~~~~~~~~~~~~~\"\".\"+\"\"kkkk\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC#,++~=##II~\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"+\".kkkk.\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~++~=#III\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"+\"\"kkkk\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~++~=#IIIII\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"+\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..\"\"IIII#IIIIIICC~~~IIEE=CC\"III\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"+\".\"\"\"\"\"..\"\".\ny= 76 \"\"PP#############~~~IIEE=CC\"\"\"\".\"\"\".\"......\"\"\"\"+.\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"PPIIII#IIIIII~~~~II####RR\"\"\"\".\"\"\".\"\"\"..\"\"\"\".\"+\"\"\"\"\"\"\"\"\"\"\"\"\ny= 80 \"\"\".IIII#IIIIII~~~kII#\"\"=#\"\".\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\"+\"\"\"\"\"\"\"\"\"\"\"\"\ny= 82 \"\"\"\"IIII#IIII~~~~~cc#II+=CC..\"\"..\"\".\"\".\"\"\"\"\"\"\"\"+\"\"\"\"\"\"\"..\"\"\"\ny= 84 .\"\"\"IIII#IIII~~~~\"ccIII##CC\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"+\"\"\"\"\".\"\"\".\"\"\ny= 86 ~\"\".FFII#===~~~~\"\"##IICC=\"\"\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"\".\"+\"\"\"\"\"\"\"\"\".\"\"\ny= 88 ~\"\"\"FFII=~==~~~.\"\"#\"\"#CC====================================\ny= 90 ~~\"\"II#~===~~~~.\"\"#\"\"#.\"\"\"\".\"\"\"\"\".=.\"\"\"\".\"\"\".\"\"+.\"\"\"PP\",,,,,\ny= 92 \"~~~II#~===~~~~\"\"\"#.\"#\"\"\"\"\"\"\"\"\"\"\".=\"\"\"\"\".\"\"\"\"\"\"+\"\"\"\"PP\",,,,,\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%\nYOUR NOTES FROM LAST TURN: Cash $11. Tax reduced to 5%; funding remains 0% because treasury cannot support departments. Next turn check January tax receipts, population, demand, crime, and unpowered zones; prioritize police funding and power/growth investments.", "raw": "{\"thoughts\":\"Cash is extremely tight, so I will restore power to several stalled zones using inexpensive lines and fund police minimally to prevent crime from worsening. I will use the remaining cash for one residential site to begin rebuilding population; no major facilities are affordable yet.\",\"notes\":\"Police funding set to 10%; road and fire remain 0%. Power connections targeted at unpowered clusters near (5,34), (29,0), (36,82), (60,48), and (64-70,6). Check January revenue, population, demand, and whether these zones powered up.\",\"actions\":[{\"type\":\"funding\",\"road\":0,\"fire\":0,\"police\":10},{\"type\":\"power_line\",\"x1\":5,\"y1\":34,\"x2\":5,\"y2\":30},{\"type\":\"power_line\",\"x1\":29,\"y1\":0,\"x2\":29,\"y2\":2},{\"type\":\"power_line\",\"x1\":36,\"y1\":82,\"x2\":36,\"y2\":79},{\"type\":\"power_line\",\"x1\":60,\"y1\":48,\"x2\":60,\"y2\":46},{\"type\":\"power_line\",\"x1\":64,\"y1\":6,\"x2\":60,\"y2\":6},{\"type\":\"zone\",\"zone\":\"residential\",\"x\":5,\"y\":31}]}", "routed_model": "openai/gpt-5.6-luna", "usage": {"prompt_tokens": 3846, "completion_tokens": 1134, "total_tokens": 4980, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 3844, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.00255442, "upstream_inference_prompt_cost": 0.00105754, "upstream_inference_completions_cost": 0.00149688}, "completion_tokens_details": {"reasoning_tokens": 844, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.00255442, "latency_s": 8.81, "thoughts": "Cash is extremely tight, so I will restore power to several stalled zones using inexpensive lines and fund police minimally to prevent crime from worsening. I will use the remaining cash for one residential site to begin rebuilding population; no major facilities are affordable yet.", "notes": "Police funding set to 10%; road and fire remain 0%. Power connections targeted at unpowered clusters near (5,34), (29,0), (36,82), (60,48), and (64-70,6). Check January revenue, population, demand, and whether these zones powered up.", "actions": [{"type": "funding", "road": 0, "fire": 0, "police": 10}, {"type": "power_line", "x1": 5, "y1": 34, "x2": 5, "y2": 30}, {"type": "power_line", "x1": 29, "y1": 0, "x2": 29, "y2": 2}, {"type": "power_line", "x1": 36, "y1": 82, "x2": 36, "y2": 79}, {"type": "power_line", "x1": 60, "y1": 48, "x2": 60, "y2": 46}, {"type": "power_line", "x1": 64, "y1": 6, "x2": 60, "y2": 6}, {"type": "zone", "zone": "residential", "x": 5, "y": 31}], "actions_dropped": 0, "results": ["OK funding set: road 0%, fire 0%, police 10%", "OK power_line (5,34)->(5,30): 4/5 tiles ok, $23; 1 blocked by residential e.g. (5, 34)", "REJECTED power_line (29,0)->(29,2): 0/3 tiles ok, $0; 3 blocked by residential e.g. (29, 0)", "OK power_line (36,82)->(36,79): 3/4 tiles ok, $37; 1 blocked by commercial e.g. (36, 82)", "OK power_line (60,48)->(60,46): 2/3 tiles ok, $11; 1 blocked by residential e.g. (60, 48)", "REJECTED power_line (64,6)->(60,6): 0/5 tiles ok, $0; 1 blocked by residential e.g. (64, 6); 4 blocked by road e.g. (63, 6)", "OK residential x1: 1 placed; (5,31) ok"], "state": {"population_now": 7880, "funds": 193, "score": 333, "tax": 5}, "info": {"unpowered_zones": 8, "zones_r": 153, "zones_c": 67, "zones_i": 94, "free_sites": 10}, "wall_s": 208.5} {"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: $13 tax rate 5% funding: road 0%, fire 0%, police 10%\n last January's budget: tax income $182, requested road $2,466, fire $700, police $1,600; cash flow $-4,584/yr\nPOPULATION: 8,240 now (official census 7,900, Town); residents 188, commerce 12, industry 16 (engine units)\nZONES: residential 155, commercial 67, industrial 94; unpowered zones: 5\nDEMAND (-100..+100, positive = the city wants more of it): residential -27, commercial -4, industrial -3\nCITY SCORE (re-evaluated each January, like the official census): 333 / 1000 (change -79 at the last evaluation); approval 33%; top problems (share of citizens): housing costs 10%, taxes 9%, pollution 7%, crime 6%\nAVERAGES (0-255, lower is better except land value): crime 23, pollution 46, traffic 0, land value 65\nSERVICES: coal plants 2, nuclear 3, police 16, fire stations 7, stadiums 1, seaports 1, airports 1; road tiles 2329, rail tiles 597; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 23); 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 x16: (0,63)* (5,76)* (10,40) (14,19) (18,52) (47,14) (48,3) (52,48) (56,44) (60,26) (74,6)* (77,6)* (83,55) (94,63) (102,31) (104,90); 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): (29,0) (36,82) (64,6) (67,6) (70,6)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (14,10) (25,0) (5,52) (51,85) (7,19) (5,24) (5,55) (90,14) (84,6) (11,10)\nLARGE OPEN AREAS (top-left, size): (68,67) 22x22 (100,71) 18x18 (105,0) 15x15 (54,75) 14x14 (107,61) 10x10 (0,10) 10x10\nHOT SPOTS (value@tile range): crime: 168@(10-11,90-91) 164@(8-9,90-91) 158@(10-11,92-93); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15); traffic: 76@(20-21,34-35)\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 .\"\"#\"\"\".\"\".\"\"\"rr\"\"\"\".\"\"\"RRRRRRR\"\"\"\"\"..\"\"\"\"kkk\"\"\"#\".\"\"\"\"\"\"\"\"\"\ny= 2 .\"\"#RR\"\"\"\"\"\"k\"rr\"\"\"\".\"\"\"PPRRRRR\"+\"\"++++\"\"\"kkk\"\"\"#\"\"\"\"\"\"\"..\"\"\ny= 4 .\"\"#RR\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"\"PPRRRRR++++++++\".\"\"\"\"\"CC#\"\"\"\"\"\"\"\"\"\".\ny= 6 .\"\"#RR++++++++#RR++RR+RRIIRRIIIIrrrrrPPPCC\"\"\"\"CC#CC.\"\"\"\"\"\"\".\ny= 8 \"\"\".RR#########RR#+RR#RRIIRRIIIIrrrrrPPPCC#######CC.\"\".\"\"\"..\ny= 10 \"\"\".....#RRRRRRCC#CCRIIII#IIIIIIIIAAAAIIRRRR#RRRRRR....\"\"\"\"\"\ny= 12 ..\"....RRRRRRRRCC#CCRIIII#IIIIIIIIAAAAIIRRRR#RRRRRR##..\"\"\"\"\"\ny= 14 \"\"\"....RRFFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#,,,#RR,,II\"\"\"\"\"\ny= 16 \"\"\"\".+.k#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#===#RR==II\"\"\"\"\"\ny= 18 \"\"\"\".RRPPRRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRII\"\"\"\ny= 20 ..\"\".RRPPRRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRIIII\"\ny= 22 \"\"\"\"#RR##RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#####RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#kkk#RRRRkkk=RRII\"\"\"\ny= 26 \"RRR#RRRRRRRRRRRRRRRRRRII#IIIIPPIIIIIIIIRRRR#RRRRRRRRIIIIII\"\ny= 28 .RRR#RRRRRRRRRRRRRRRRRRII#IIIIPPIIIIIIIIRRRR#RRRRRRRRIIIIII~\ny= 30 .#RR#RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII###\"~\ny= 32 \"\"RR#RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII#EEE~\ny= 34 \"\"RR#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#EEE~\ny= 36 \"\"RR#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#\"~~~\ny= 38 \"\"RR####################################################~~~~\ny= 40 \"\"\"k=PPRRRRRRRR=RRRCCRRCC#CCRRRRRRRRRRRRRRRR############~~~~\ny= 42 \"\"\"\"=PPRRRRRRRR#RRRCCRRCC#CCRRRRRRRRRRRRRRRRIIIIIIIOOOI#~~~~\ny= 44 \"\"CC=RRRRRRRRRRCCCCCCCCCC#CCPPkkk=RRRRRRRR#kIIIIIIIOOOI~~~~~\ny= 46 \"\"CC###RRRRRRRRCCCCCCCCCC#CCPP####RRRRRRRR~~+~~~~~~~~~~~~~~~\ny= 48 .RRR#RRRRFFRRRRCCCCCCCCCC#PPCCRRFFRRRR#~#~~++~~~~~~~~~~~~~~~\ny= 50 #RRR#RRRRFFRRRRCCCCCCCCCC#PPCCRRFFRRRR~~#~~+\"\"~~~~~~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~~~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~+RPPSSS~~~~~~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#~~~~~RPPSSS~~~~~~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"\"\"\"~~~~~~~\"~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCCCCCCC#CCCC#~~~~~~~~\"\"\"k~~~~~~\"\"\"\".\"\"~~~~\ny= 62 PP.\"IIII#IIIIIICCCCCCCCCC#CC~~~~~~~~~~~~~~~~~~~PP\"\"\"\"...\"\"\"~\ny= 64 PP..IIII#IIIIIICCCCCC###=##~~~~~~~~~~~~~~~~~~~\"PP\"\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC++~=#~~~~~~~~~~~~~~~~~\"\".\"+\"\"kkkk\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC#,++~=##II~\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"+\".kkkk.\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~++~=#III\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"+\"\"kkkk\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~++~=#IIIII\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"+\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..\"\"IIII#IIIIIICC~~~IIEE=CC\"III\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"+\".\"\"\"\"\"..\"\".\ny= 76 \"\"PP#############~~~IIEE=CC\"\"\"\".\"\"\".\"......\"\"\"\"+.\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"PPIIII#IIIIII~~~+II####RR\"\"\"\".\"\"\".\"\"\"..\"\"\"\".\"+\"\"\"\"\"\"\"\"\"\"\"\"\ny= 80 \"\"\".IIII#IIIIII~~~+II#\"\"=#\"\".\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\"+\"\"\"\"\"\"\"\"\"\"\"\"\ny= 82 \"\"\"\"IIII#IIII~~~~~cc#II+=CC..\"\"..\"\".\"\".\"\"\"\"\"\"\"\"+\"\"\"\"\"\"\"..\"\"\"\ny= 84 .\"\"\"IIII#IIII~~~~\"ccIII##CC\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"+\"\"\"\"\".\"\"\".\"\"\ny= 86 ~\"\".FFII#===~~~~\"\"##IICC=\"\"\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"\".\"+\"\"\"\"\"\"\"\"\".\"\"\ny= 88 ~\"\"\"FFII=~==~~~.\"\"#\"\"#CC====================================\ny= 90 ~~\"\"II#~===~~~~.\"\"#\"\"#.\"\"\"\".\"\"\"\"\".=.\"\"\"\".\"\"\".\"\"+.\"\"\"PP\",,,,,\ny= 92 \"~~~II#~===~~~~\"\"\"#.\"#\"\"\"\"\"\"\"\"\"\"\".=\"\"\"\"\".\"\"\"\"\"\"+\"\"\"\"PP\",,,,,\ny= 94 \".~~II#~===~~~\"\"\"\"#\"\"#\"\"\"\"\"\"\".\"\"\"\"=\"\"\"\"\"\"\"\"\"\"\"\"++++++NNNNNNN\ny= 96 \".\"\"II#~==~~~~\"\"\"\"#.\"#\"...\"\"\".\"\"\"\"=\"\"\".\"\"\"\".\"\".\"\"\"\"\"\"NNNNNNN\ny= 98 \"\"\"\"###+=+++++++++#++#++++++++++++=++++++++++++++++++NNNNNNN\n\nEVENTS SINCE LAST TURN: none\nRESULTS OF YOUR LAST ACTIONS: OK funding set: road 0%, fire 0%, police 10% | OK power_line (5,34)->(5,30): 4/5 tiles ok, $23; 1 blocked by residential e.g. (5, 34) | REJECTED power_line (29,0)->(29,2): 0/3 tiles ok, $0; 3 blocked by residential e.g. (29, 0) | OK power_line (36,82)->(36,79): 3/4 tiles ok, $37; 1 blocked by commercial e.g. (36, 82) | OK power_line (60,48)->(60,46): 2/3 tiles ok, $11; 1 blocked by residential e.g. (60, 48) | REJECTED power_line (64,6)->(60,6): 0/5 tiles ok, $0; 1 blocked by residential e.g. (64, 6); 4 blocked by road e.g. (63, 6) | OK residential x1: 1 placed; (5,31) ok\nYOUR NOTES FROM LAST TURN: Police funding set to 10%; road and fire remain 0%. Power connections targeted at unpowered clusters near (5,34), (29,0), (36,82), (60,48), and (64-70,6). Check January revenue, population, demand, and whether these zones powered up.", "raw": "{\"thoughts\":\"Funds are nearly exhausted, so construction is impossible this turn. Keep the low 5% tax to support growth and maintain minimal police funding; wait for revenue while monitoring population and the unpowered clusters.\",\"notes\":\"Cash $13; avoid building until January revenue arrives. Police 10%, road/fire 0%, tax 5%. Next turn check cash, population, demand, and whether recent power connections activated zones.\",\"actions\":[{\"type\":\"tax\",\"rate\":5},{\"type\":\"funding\",\"road\":0,\"fire\":0,\"police\":10},{\"type\":\"zoom\",\"x\":0,\"y\":0}]}", "routed_model": "openai/gpt-5.6-luna", "usage": {"prompt_tokens": 4071, "completion_tokens": 422, "total_tokens": 4493, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 4069, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.001676455, "upstream_inference_prompt_cost": 0.001119415, "upstream_inference_completions_cost": 0.00055704}, "completion_tokens_details": {"reasoning_tokens": 287, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.001676455, "latency_s": 3.93, "thoughts": "Funds are nearly exhausted, so construction is impossible this turn. Keep the low 5% tax to support growth and maintain minimal police funding; wait for revenue while monitoring population and the unpowered clusters.", "notes": "Cash $13; avoid building until January revenue arrives. Police 10%, road/fire 0%, tax 5%. Next turn check cash, population, demand, and whether recent power connections activated zones.", "actions": [{"type": "tax", "rate": 5}, {"type": "funding", "road": 0, "fire": 0, "police": 10}, {"type": "zoom", "x": 0, "y": 0}], "actions_dropped": 0, "results": ["OK tax rate set to 5%", "OK funding set: road 0%, fire 0%, police 10%", "OK zoom view at (0,0) next turn"], "state": {"population_now": 8240, "funds": 13, "score": 333, "tax": 5}, "info": {"unpowered_zones": 5, "zones_r": 155, "zones_c": 67, "zones_i": 94, "free_sites": 10}, "wall_s": 212.6} {"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: $13 tax rate 5% funding: road 0%, fire 0%, police 10%\n last January's budget: tax income $182, requested road $2,466, fire $700, police $1,600; cash flow $-4,584/yr\nPOPULATION: 11,040 now (official census 7,900, Town); residents 184, commerce 21, industry 25 (engine units)\nZONES: residential 155, commercial 67, industrial 94; unpowered zones: 5\nDEMAND (-100..+100, positive = the city wants more of it): residential -24, commercial -40, industrial +1\nCITY SCORE (re-evaluated each January, like the official census): 333 / 1000 (change -79 at the last evaluation); approval 33%; top problems (share of citizens): housing costs 10%, taxes 9%, pollution 7%, crime 6%\nAVERAGES (0-255, lower is better except land value): crime 25, pollution 46, traffic 0, land value 65\nSERVICES: coal plants 2, nuclear 3, police 16, fire stations 7, stadiums 1, seaports 1, airports 1; road tiles 2329, rail tiles 597; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 25); 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 x16: (0,63)* (5,76)* (10,40) (14,19) (18,52) (47,14) (48,3) (52,48) (56,44) (60,26) (74,6)* (77,6)* (83,55) (94,63) (102,31) (104,90); 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): (29,0) (36,82) (64,6) (67,6) (70,6)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (14,10) (25,0) (5,52) (51,85) (7,19) (5,24) (5,55) (90,14) (84,6) (11,10)\nLARGE OPEN AREAS (top-left, size): (68,67) 22x22 (100,71) 18x18 (105,0) 15x15 (54,75) 14x14 (107,61) 10x10 (0,10) 10x10\nHOT SPOTS (value@tile range): crime: 173@(10-11,88-89) 168@(10-11,90-91) 164@(10-11,92-93); 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 .\"\"#\"\"\".\"\".\"\"\"rr\"\"\"\".\"\"\"RRRRRRR\"\"\"\"\"..\"\"\"\"kkk\"\"\"#\".\"\"\"\"\"\"\"\"\"\ny= 2 .\"\"#RR\"\"\"\"\"\"k\"rr\"\"\"\".\"\"\"PPRRRRR\"+\"\"++++\"\"\"kkk\"\"\"#\"\"\"\"\"\"\"..\"\"\ny= 4 .\"\"#RR\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"\"PPRRRRR++++++++\".\"\"\"\"\"CC#\"\"\"\"\"\"\"\"\"\".\ny= 6 .\"\"#RR++++++++#RR++RR+RRIIRRIIIIrrrrrPPPCC\"\"\"\"CC#CC.\"\"\"\"\"\"\".\ny= 8 \"\"\".RR#########RR#+RR#RRIIRRIIIIrrrrrPPPCC#######CC.\"\".\"\"\"..\ny= 10 \"\"\".....#RRRRRRCC#CCRIIII#IIIIIIIIAAAAIIRRRR#RRRRRR....\"\"\"\"\"\ny= 12 ..\"....RRRRRRRRCC#CCRIIII#IIIIIIIIAAAAIIRRRR#RRRRRR##..\"\"\"\"\"\ny= 14 \"\"\"....RRFFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#,,,#RR,,II\"\"\"\"\"\ny= 16 \"\"\"\".+.k#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#===#RR==II\"\"\"\"\"\ny= 18 \"\"\"\".RRPPRRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRII\"\"\"\ny= 20 ..\"\".RRPPRRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRIIII\"\ny= 22 \"\"\"\"#RR##RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#####RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#kkk#RRRRkkk=RRII\"\"\"\ny= 26 \"RRR#RRRRRRRRRRRRRRRRRRII#IIIIPPIIIIIIIIRRRR#RRRRRRRRIIIIII\"\ny= 28 .RRR#RRRRRRRRRRRRRRRRRRII#IIIIPPIIIIIIIIRRRR#RRRRRRRRIIIIII~\ny= 30 .#RR#RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII###\"~\ny= 32 \"\"RR#RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII#EEE~\ny= 34 \"\"RR#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#EEE~\ny= 36 \"\"RR#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#\"~~~\ny= 38 \"\"RR####################################################~~~~\ny= 40 \"\"\"k=PPRRRRRRRR=RRRCCRRCC#CCRRRRRRRRRRRRRRRR############~~~~\ny= 42 \"\"\"\"=PPRRRRRRRR#RRRCCRRCC#CCRRRRRRRRRRRRRRRRIIIIIIIOOOI#~~~~\ny= 44 \"\"CC=RRRRRRRRRRCCCCCCCCCC#CCPPkkk=RRRRRRRR#kIIIIIIIOOOI~~~~~\ny= 46 \"\"CC###RRRRRRRRCCCCCCCCCC#CCPP####RRRRRRRR~~+~~~~~~~~~~~~~~~\ny= 48 .RRR#RRRRFFRRRRCCCCCCCCCC#PPCCRRFFRRRR#~#~~++~~~~~~~~~~~~~~~\ny= 50 #RRR#RRRRFFRRRRCCCCCCCCCC#PPCCRRFFRRRR~~#~~+\"\"~~~~~~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~~~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~+RPPSSS~~~~~~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#~~~~~RPPSSS~~~~~~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"\"\"\"~~~~~~~\"~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCCCCCCC#CCCC#~~~~~~~~\"\"\"k~~~~~~\"\"\"\".\"\"~~~~\ny= 62 PP.\"IIII#IIIIIICCCCCCCCCC#CC~~~~~~~~~~~~~~~~~~~PP\"\"\"\"...\"\"\"~\ny= 64 PP..IIII#IIIIIICCCCCC###=##~~~~~~~~~~~~~~~~~~~\"PP\"\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC++~=#~~~~~~~~~~~~~~~~~\"\".\"+\"\"kkkk\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC#,++~=##II~\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"+\".kkkk.\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~++~=#III\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"+\"\"kkkk\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~++~=#IIIII\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"+\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..\"\"IIII#IIIIIICC~~~IIEE=CC\"III\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"+\".\"\"\"\"\"..\"\".\ny= 76 \"\"PP#############~~~IIEE=CC\"\"\"\".\"\"\".\"......\"\"\"\"+.\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"PPIIII#IIIIII~~~+II####RR\"\"\"\".\"\"\".\"\"\"..\"\"\"\".\"+\"\"\"\"\"\"\"\"\"\"\"\"\ny= 80 \"\"\".IIII#IIIIII~~~+II#\"\"=#\"\".\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\"+\"\"\"\"\"\"\"\"\"\"\"\"\ny= 82 \"\"\"\"IIII#IIII~~~~~cc#II+=CC..\"\"..\"\".\"\".\"\"\"\"\"\"\"\"+\"\"\"\"\"\"\"..\"\"\"\ny= 84 .\"\"\"IIII#IIII~~~~\"ccIII##CC\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"+\"\"\"\"\".\"\"\".\"\"\ny= 86 ~\"\".FFII#===~~~~\"\"##IICC=\"\"\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"\".\"+\"\"\"\"\"\"\"\"\".\"\"\ny= 88 ~\"\"\"FFII=~==~~~.\"\"#\"\"#CC====================================\ny= 90 ~~\"\"II#~===~~~~.\"\"#\"\"#.\"\"\"\".\"\"\"\"\".=.\"\"\"\".\"\"\".\"\"+.\"\"\"PP\",,,,,\ny= 92 \"~~~II#~===~~~~\"\"\"#.\"#\"\"\"\"\"\"\"\"\"\"\".=\"\"\"\"\".\"\"\"\"\"\"+\"\"\"\"PP\",,,,,\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 ......#................\"\"...#RRR........\ny= 1 ...\"\".##\"\"\"\"\"\"...\"\"\"...\"\"\"\".#RRR\"\"\".\"\"\".\ny= 2 ..\"\"\"\"\"#\"\"\"\"\"\"...\"\"\"\"\".\"\"\"\".#RRR\"\"\".\"\"\".\ny= 3 ..\"\"\"\"\"#RRR\"\"\".\"\".\"\"\"\"\"\"\"k\"\"#.k\"\"\"\".\"\"\".\ny= 4 ..\"\"\"\"\"#RRR\"\"\".\"\"\".\"\"\"\"\"\"\"\"\"#...\"\".\"\"\"\".\ny= 5 ..\"\"\"\"\"#RRR\"\"..\"\"\".\"\"\"\"\"\"\"\"\"##....\"\"\"\"\".\ny= 6 ..\"\"\"\"\"##RRR+++++++++++++++++#RRR+++++++\ny= 7 ..\"\"\"\"..#RRR\"\"\"\"...\"\"\".......#RRR...+..R\ny= 8 \"\"\"\"\"...#RRR\"\"\"\"...\"\"\".......#RRR...+..R\ny= 9 \"\".\"\"...###########################.+..R\ny= 10 \"\"\"\"\"\"...........#RRR#RRR#RRR#=CCC#,CCCR\ny= 11 \"\"\"\"\"\"...........#RRR#RRR#RRR#=CCC#,CCCR\ny= 12 .................#RRR#RRR#RRR#=CCC#,CCCR\ny= 13 ....\"\"........RRR#######################\ny= 14 \"\"\".\"\"........RRR#FFF#RRR#RRR#=CCC#CCC#C\ny= 15 \"\"\"\"..........RRR#FFF#RRR#RRR#=CCC#CCC#C\ny= 16 \"\"\"\".\"\"\"..+...k..#FFF#RRR#RRR#=CCC#CCC#C\ny= 17 \"\"\".\"\"\"\"..+......#===#===#===#====#===#=\ny= 18 \"\"\".\"\"\"\"..+......#######################\ny= 19 \"\"\".\"\"\"\"..RRR.PPP#RRR#RRR#RRR#=RRR#RRR#R\ny= 20 ....\"\"\"\"..RRR.PPP#RRR#RRR#RRR#=RRR#RRR#R\ny= 21 ....\"\"\"\"..RRR#PPP#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 10,000.\nRESULTS OF YOUR LAST ACTIONS: OK tax rate set to 5% | OK funding set: road 0%, fire 0%, police 10% | OK zoom view at (0,0) next turn\nYOUR NOTES FROM LAST TURN: Cash $13; avoid building until January revenue arrives. Police 10%, road/fire 0%, tax 5%. Next turn check cash, population, demand, and whether recent power connections activated zones.", "raw": "{\"thoughts\":\"Cash is nearly exhausted, so I will preserve the treasury until the January tax collection rather than build. Crime is currently safely below the threshold; maintaining minimal police funding and low taxes should support recovery and growth.\",\"notes\":\"Wait for January revenue. Then prioritize powering and developing industrial capacity, while retaining enough police funding to prevent crime from rising. Population must grow from 11,040 to 25,000 by 1982.\",\"actions\":[{\"type\":\"tax\",\"rate\":5},{\"type\":\"funding\",\"road\":0,\"fire\":0,\"police\":10},{\"type\":\"zoom\",\"x\":50,\"y\":70}]}", "routed_model": "openai/gpt-5.6-luna", "usage": {"prompt_tokens": 4476, "completion_tokens": 443, "total_tokens": 4919, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 4474, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.00181555, "upstream_inference_prompt_cost": 0.00123079, "upstream_inference_completions_cost": 0.00058476}, "completion_tokens_details": {"reasoning_tokens": 306, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.00181555, "latency_s": 5.93, "thoughts": "Cash is nearly exhausted, so I will preserve the treasury until the January tax collection rather than build. Crime is currently safely below the threshold; maintaining minimal police funding and low taxes should support recovery and growth.", "notes": "Wait for January revenue. Then prioritize powering and developing industrial capacity, while retaining enough police funding to prevent crime from rising. Population must grow from 11,040 to 25,000 by 1982.", "actions": [{"type": "tax", "rate": 5}, {"type": "funding", "road": 0, "fire": 0, "police": 10}, {"type": "zoom", "x": 50, "y": 70}], "actions_dropped": 0, "results": ["OK tax rate set to 5%", "OK funding set: road 0%, fire 0%, police 10%", "OK zoom view at (50,70) next turn"], "state": {"population_now": 11040, "funds": 13, "score": 333, "tax": 5}, "info": {"unpowered_zones": 5, "zones_r": 155, "zones_c": 67, "zones_i": 94, "free_sites": 10}, "wall_s": 218.7} {"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: $13 tax rate 5% funding: road 0%, fire 0%, police 10%\n last January's budget: tax income $182, requested road $2,466, fire $700, police $1,600; cash flow $-4,584/yr\nPOPULATION: 10,360 now (official census 7,900, Town); residents 190, commerce 18, industry 23 (engine units)\nZONES: residential 155, commercial 67, industrial 94; unpowered zones: 5\nDEMAND (-100..+100, positive = the city wants more of it): residential -73, commercial -100, industrial -63\nCITY SCORE (re-evaluated each January, like the official census): 333 / 1000 (change -79 at the last evaluation); approval 33%; top problems (share of citizens): housing costs 10%, taxes 9%, pollution 7%, crime 6%\nAVERAGES (0-255, lower is better except land value): crime 25, pollution 50, traffic 0, land value 64\nSERVICES: coal plants 2, nuclear 3, police 16, fire stations 7, stadiums 1, seaports 1, airports 1; road tiles 2349, rail tiles 597; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 25); 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 x16: (0,63)* (5,76)* (10,40) (14,19) (18,52) (47,14) (48,3) (52,48) (56,44) (60,26) (74,6)* (77,6)* (83,55) (94,63) (102,31) (104,90); 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): (29,0) (36,82) (64,6) (67,6) (70,6)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (14,10) (25,0) (5,52) (51,85) (7,19) (5,24) (5,55) (90,14) (84,6) (11,10)\nLARGE OPEN AREAS (top-left, size): (68,67) 22x22 (100,71) 18x18 (105,0) 15x15 (54,75) 14x14 (107,61) 10x10 (0,10) 10x10\nHOT SPOTS (value@tile range): crime: 176@(10-11,88-89) 168@(10-11,90-91) 164@(14-15,88-89); 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 .\"\"#\"\"\".\"\".\"\"\"rr\"\"\"\".\"\"\"RRRRRRR\"\"\"\"\"..\"\"\"\"kkk\"\"\"#\".\"\"\"\"\"\"\"\"\"\ny= 2 .\"\"#RR\"\"\"\"\"\"k\"rr\"\"\"\".\"\"\"PPRRRRR\"+\"\"++++\"\"\"kkk\"\"\"#\"\"\"\"\"\"\"..\"\"\ny= 4 .\"\"#RR\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"\"PPRRRRR++++++++\".\"\"\"\"\"CC#\"\"\"\"\"\"\"\"\"\".\ny= 6 .\"\"#RR++++++++#RR++RR+RRIIRRIIIIrrrrrPPPCC\"\"\"\"CC#CC.\"\"\"\"\"\"\".\ny= 8 \"\"\".RR#########RR#+RR#RRIIRRIIIIrrrrrPPPCC#######CC.\"\".\"\"\"..\ny= 10 \"\"\".....#RRRRRRCC#CCRIIII#IIIIIIIIAAAAIIRRRR#RRRRRR....\"\"\"\"\"\ny= 12 ..\"....RRRRRRRRCC#CCRIIII#IIIIIIIIAAAAIIRRRR#RRRRRR##..\"\"\"\"\"\ny= 14 \"\"\"....RRFFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#,,,#RR,,II\"\"\"\"\"\ny= 16 \"\"\"\".+.k#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#===#RR==II\"\"\"\"\"\ny= 18 \"\"\"\".RRPPRRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRII\"\"\"\ny= 20 ..\"\".RRPPRRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRIIII\"\ny= 22 \"\"\"\"#RR##RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#####RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#kkk#RRRRkkk=RRII\"\"\"\ny= 26 \"RRR#RRRRRRRRRRRRRRRRRRII#IIIIPPIIIIIIIIRRRR#RRRRRRRRIIIIII\"\ny= 28 .RRR#RRRRRRRRRRRRRRRRRRII#IIIIPPIIIIIIIIRRRR#RRRRRRRRIIIIII~\ny= 30 .#RR#RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII###\"~\ny= 32 \"\"RR#RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII#EEE~\ny= 34 \"\"RR#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#EEE~\ny= 36 \"\"RR#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#\"~~~\ny= 38 \"\"RR####################################################~~~~\ny= 40 \"\"\"k=PPRRRRRRRR=RRRCCRRCC#CCRRRRRRRRRRRRRRRR############~~~~\ny= 42 \"\"\"\"=PPRRRRRRRR#RRRCCRRCC#CCRRRRRRRRRRRRRRRRIIIIIIIOOOI#~~~~\ny= 44 \"\"CC=RRRRRRRRRRCCCCCCCCCC#CCPPkkk=RRRRRRRR#kIIIIIIIOOOI~~~~~\ny= 46 \"\"CC###RRRRRRRRCCCCCCCCCC#CCPP####RRRRRRRR~~+~~~~~~~~~~~~~~~\ny= 48 .RRR#RRRRFFRRRRCCCCCCCCCC#PPCCRRFFRRRR#~#~~++~~~~~~~~~~~~~~~\ny= 50 #RRR#RRRRFFRRRRCCCCCCCCCC#PPCCRRFFRRRR~~#~~+\"\"~~~~~~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~~~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~+RPPSSS~~~~~~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#~~~~~RPPSSS~~~~~~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"\"\"\"~~~~~~~\"~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCCCCCCC#CCCC#~~~~~~~~\"\"\"k~~~~~~\"\"\"\".\"\"~~~~\ny= 62 PP.\"IIII#IIIIIICCCCCCCCCC#CC~~~~~~~~~~~~~~~~~~~PP\"\"\"\"...\"\"\"~\ny= 64 PP..IIII#IIIIIICCCCCC###=#~~~~~~~~~~~~~~~~~~~~\"PP\"\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC++~=#~~~~~~~~~~~~~~~~~\"\".\"+\"\"kkkk\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC#,++~=#~II~\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"+\".kkkk.\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~++~=#III\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"+\"\"kkkk\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~++~=#IIIII\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"+\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..\"\"IIII#IIIIIICC~~~IIEE=CC\"III\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"+\".\"\"\"\"\"..\"\".\ny= 76 \"\"PP#############~~~IIEE=CC\"\"\"\".\"\"\".\"......\"\"\"\"+.\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"PPIIII#IIIIII~~~+II####RR\"\"\"\".\"\"\".\"\"\"..\"\"\"\".\"+\"\"\"\"\"\"\"\"\"\"\"\"\ny= 80 \"\"\".IIII#IIIIII~~~+II#\"\"=#\"\".\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\"+\"\"\"\"\"\"\"\"\"\"\"\"\ny= 82 \"\"\"\"IIII#IIII~~~~~cc#II+=CC..\"\"..\"\".\"\".\"\"\"\"\"\"\"\"+\"\"\"\"\"\"\"..\"\"\"\ny= 84 .\"\"\"IIII#IIII~~~~\"ccIII##CC\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"+\"\"\"\"\".\"\"\".\"\"\ny= 86 ~\"\".FFII#===~~~~\"\"##IICC=\"\"\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"\".\"+\"\"\"\"\"\"\"\"\".\"\"\ny= 88 ~\"\"\"FFII=~==~~~.\"\"#\"\"#CC====================================\ny= 90 ~~\"\"II#~===~~~~.\"\"#\"\"#.\"\"\"\".\"\"\"\"\".=.\"\"\"\".\"\"\".\"\"+.\"\"\"PP\",,,,,\ny= 92 \"~~~II#~===~~~~\"\"\"#.\"#\"\"\"\"\"\"\"\"\"\"\".=\"\"\"\"\".\"\"\"\"\"\"+\"\"\"\"PP\",,,,,\ny= 94 \".~~II#~===~~~\"\"\"\"#\"\"#\"\"\"\"\"\"\".\"\"\"\"=\"\"\"\"\"\"\"\"\"\"\"\"++++++NNNNNNN\ny= 96 \".\"\"II#~==~~~~\"\"\"\"#.\"#\"...\"\"\".\"\"\"\"=\"\"\".\"\"\"\".\"\".\"\"\"\"\"\"NNNNNNN\ny= 98 \"\"\"\"###+=+++++++++#++#++++++++++++=++++++++++++++++++NNNNNNN\n\nZOOM (full resolution, 1 char = 1 tile, top-left (50,70)):\n 5 6 7 8 \n 0123456789012345678901234567890123456789\ny= 70 ##IIIIII.\"\"\"\"\"\"\"\"\"\"..\"\"\"\"\".\"\"\"\"\"......\"\"\ny= 71 #.IIIIII...\"\"\".\"\"\"\"\".\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 72 #.III#IIIIII....\"\"\"\"\".\"\"\"..\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 73 ######IIIIII\"\"\"\"\"\"\"\"\".\"\"..\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 #CCC\"\"IIIIII\"\"\"\"\"\"\"\"\"....\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 75 #CCC\"\"\"\"\"\"\"\"....\"\".......\"\"\".....\"\"\"\"\"\".\ny= 76 #CCC....\"\"\"\"..........\"\".............\"\".\ny= 77 #RRR\"\"\".\"\"\"\"...\"\"\"\"\"..\"\"................\ny= 78 #RRR\"\"\"\"..\"\"..\"\"\"\"\"\"....................\ny= 79 #RRR.\"\"\".\"\"...\"\"\"\"\"...\"\"\"\"\"......\"\"\".\"\".\ny= 80 #\"\"\"\"...\"\"\".\"\".\"\".\"\"..\"\"\"\"\"\".....\"\"\".\"\"\"\ny= 81 #\"\"\"\"...\"\"\"\"\"\"...\"\"\"..\"\"\".\"\".......\"\"\"\"\"\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 \".\"\"\"\"\"...\"\"\"\"\"\"\"\"\"=\"\"\"...\"\"\"\"\"\"..\"\".\"\"\"\n\nEVENTS SINCE LAST TURN: none\nRESULTS OF YOUR LAST ACTIONS: OK tax rate set to 5% | OK funding set: road 0%, fire 0%, police 10% | OK zoom view at (50,70) next turn\nYOUR NOTES FROM LAST TURN: Wait for January revenue. Then prioritize powering and developing industrial capacity, while retaining enough police funding to prevent crime from rising. Population must grow from 11,040 to 25,000 by 1982.", "raw": "{\"thoughts\":\"Treasury is nearly empty, so construction is impossible this turn. Suspend all department funding to stop further drain, keep the low 5% tax to support growth, and wait for January revenue before investing in industrial expansion and power.\",\"notes\":\"Cash $13; no construction possible. Police/fire/road funding now 0%; tax 5%. Reassess funds and demand after January collection, then prioritize powered industrial zones and enough residential growth for the 25,000 population floor.\",\"actions\":[{\"type\":\"funding\",\"road\":0,\"fire\":0,\"police\":0},{\"type\":\"tax\",\"rate\":5}]}", "routed_model": "openai/gpt-5.6-luna", "usage": {"prompt_tokens": 4331, "completion_tokens": 443, "total_tokens": 4774, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 4329, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.001775675, "upstream_inference_prompt_cost": 0.001190915, "upstream_inference_completions_cost": 0.00058476}, "completion_tokens_details": {"reasoning_tokens": 306, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.001775675, "latency_s": 4.84, "thoughts": "Treasury is nearly empty, so construction is impossible this turn. Suspend all department funding to stop further drain, keep the low 5% tax to support growth, and wait for January revenue before investing in industrial expansion and power.", "notes": "Cash $13; no construction possible. Police/fire/road funding now 0%; tax 5%. Reassess funds and demand after January collection, then prioritize powered industrial zones and enough residential growth for the 25,000 population floor.", "actions": [{"type": "funding", "road": 0, "fire": 0, "police": 0}, {"type": "tax", "rate": 5}], "actions_dropped": 0, "results": ["OK funding set: road 0%, fire 0%, police 0%", "OK tax rate set to 5%"], "state": {"population_now": 10360, "funds": 13, "score": 333, "tax": 5}, "info": {"unpowered_zones": 5, "zones_r": 155, "zones_c": 67, "zones_i": 94, "free_sites": 10}, "wall_s": 223.7} {"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: $216 tax rate 5% funding: road 0%, fire 0%, police 0%\n last January's budget: tax income $203, requested road $2,466, fire $700, police $1,600; cash flow $-4,563/yr\nPOPULATION: 8,080 now (official census 8,120, Town); residents 172, commerce 13, industry 16 (engine units)\nZONES: residential 155, commercial 67, industrial 94; 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): 434 / 1000 (change +101 at the last evaluation); approval 37%; top problems (share of citizens): taxes 12%, pollution 10%, housing costs 8%, crime 3%\nAVERAGES (0-255, lower is better except land value): crime 25, pollution 50, traffic 0, land value 64\nSERVICES: coal plants 2, nuclear 3, police 16, fire stations 7, stadiums 1, seaports 1, airports 1; road tiles 2339, rail tiles 597; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 25); 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 x16: (0,63)* (5,76)* (10,40) (14,19) (18,52) (47,14) (48,3) (52,48) (56,44) (60,26) (74,6)* (77,6)* (83,55) (94,63) (102,31) (104,90); 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): (29,0) (36,82) (64,6) (67,6) (70,6)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (14,10) (25,0) (5,52) (51,85) (7,19) (5,24) (5,55) (90,14) (84,6) (11,10)\nLARGE OPEN AREAS (top-left, size): (68,67) 22x22 (100,71) 18x18 (105,0) 15x15 (54,75) 14x14 (107,61) 10x10 (0,10) 10x10\nHOT SPOTS (value@tile range): crime: 176@(10-11,88-89) 168@(10-11,90-91) 164@(14-15,88-89); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15); traffic: 76@(8-9,24-25) 76@(8-9,22-23)\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 .\"\"#\"\"\".\"\".\"\"\"rr\"\"\"\".\"\"\"RRRRRRR\"\"\"\"\"..\"\"\"\"kkk\"\"\"#\".\"\"\"\"\"\"\"\"\"\ny= 2 .\"\"#RR\"\"\"\"\"\"k\"rr\"\"\"\".\"\"\"PPRRRRR\"+\"\"++++\"\"\"kkk\"\"\"#\"\"\"\"\"\"\"..\"\"\ny= 4 .\"\"#RR\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"\"PPRRRRR++++++++\".\"\"\"\"\"CC#\"\"\"\"\"\"\"\"\"\".\ny= 6 .\"\"#RR++++++++#RR++RR+RRIIRRIIIIrrrrrPPPCC\"\"\"\"CC#CC.\"\"\"\"\"\"\".\ny= 8 \"\"\".RR#########RR#+RR#RRIIRRIIIIrrrrrPPPCC#######CC.\"\".\"\"\"..\ny= 10 \"\"\".....#RRRRRRCC#CCRIIII#IIIIIIIIAAAAIIRRRR#RRRRRR....\"\"\"\"\"\ny= 12 ..\"....RRRRRRRRCC#CCRIIII#IIIIIIIIAAAAIIRRRR#RRRRRR##..\"\"\"\"\"\ny= 14 \"\"\"....RRFFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#,,,#RR,,II\"\"\"\"\"\ny= 16 \"\"\"\".+.k#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#===#RR==II\"\"\"\"\"\ny= 18 \"\"\"\".RRPPRRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRII\"\"\"\ny= 20 ..\"\".RRPPRRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRIIII\"\ny= 22 \"\"\"\"#RR##RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#####RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#kkk#RRRRkkk=RRII\"\"\"\ny= 26 \"RRR#RRRRRRRRRRRRRRRRRRII#IIIIPPIIIIIIIIRRRR#RRRRRRRRIIIIII\"\ny= 28 .RRR#RRRRRRRRRRRRRRRRRRII#IIIIPPIIIIIIIIRRRR#RRRRRRRRIIIIII~\ny= 30 .#RR#RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII###\"~\ny= 32 \"\"RR#RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII#EEE~\ny= 34 \"\"RR#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#EEE~\ny= 36 \"\"RR#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#\"~~~\ny= 38 \"\"RR####################################################~~~~\ny= 40 \"\"\"k=PPRRRRRRRR=RRRCCRRCC#CCRRRRRRRRRRRRRRRR############~~~~\ny= 42 \"\"\"\"=PPRRRRRRRR#RRRCCRRCC#CCRRRRRRRRRRRRRRRRIIIIIIIOOOI#~~~~\ny= 44 \"\"CC=RRRRRRRRRRCCCCCCCCCC#CCPPkkk=RRRRRRRR#kIIIIIIIOOOI~~~~~\ny= 46 \"\"CC###RRRRRRRRCCCCCCCCCC#CCPP####RRRRRRRR~~+~~~~~~~~~~~~~~~\ny= 48 .RRR#RRRRFFRRRRCCCCCCCCCC#PPCCRRFFRRRR#~#~~++~~~~~~~~~~~~~~~\ny= 50 #RRR#RRRRFFRRRRCCCCCCCCCC#PPCCRRFFRRRR~~#~~+\"\"~~~~~~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~~~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~+RPPSSS~~~~~~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#~~~~~RPPSSS~~~~~~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"\"\"\"~~~~~~~\"~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCCCCCCC#CCCC#~~~~~~~~\"\"\"k~~~~~~\"\"\"\".\"\"~~~~\ny= 62 PP.\"IIII#IIIIIICCCCCCCCCC#CC~~~~~~~~~~~~~~~~~~~PP\"\"\"\"...\"\"\"~\ny= 64 PP..IIII#IIIIIICCCCCC###=##~~~~~~~~~~~~~~~~~~~\"PP\"\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC++~=#~~~~~~~~~~~~~~~~~\"\".\"+\"\"kkkk\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC#,++~=##II~\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"+\".kkkk.\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~++~=#III\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"+\"\"kkkk\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~++~=#IIIII\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"+\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..\"\"IIII#IIIIIICC~~~IIEE=CC\"III\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"+\".\"\"\"\"\"..\"\".\ny= 76 \"\"PP#############~~~IIEE=CC\"\"\"\".\"\"\".\"......\"\"\"\"+.\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"PPIIII#IIIIII~~~+II####RR\"\"\"\".\"\"\".\"\"\"..\"\"\"\".\"+\"\"\"\"\"\"\"\"\"\"\"\"\ny= 80 \"\"\".IIII#IIIIII~~~+II#\"\"=#\"\".\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\"+\"\"\"\"\"\"\"\"\"\"\"\"\ny= 82 \"\"\"\"IIII#IIII~~~~~cc#II+=CC..\"\"..\"\".\"\".\"\"\"\"\"\"\"\"+\"\"\"\"\"\"\"..\"\"\"\ny= 84 .\"\"\"IIII#IIII~~~~\"ccIII##CC\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"+\"\"\"\"\".\"\"\".\"\"\ny= 86 ~\"\".FFII#===~~~~\"\"##IICC=\"\"\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"\".\"+\"\"\"\"\"\"\"\"\".\"\"\ny= 88 ~\"\"\"FFII=~==~~~.\"\"#\"\"#CC====================================\ny= 90 ~~\"\"II#~===~~~~.\"\"#\"\"#.\"\"\"\".\"\"\"\"\".=.\"\"\"\".\"\"\".\"\"+.\"\"\"PP\",,,,,\ny= 92 \"~~~II#~===~~~~\"\"\"#.\"#\"\"\"\"\"\"\"\"\"\"\".=\"\"\"\"\".\"\"\"\"\"\"+\"\"\"\"PP\",,,,,\ny= 94 \".~~II#~===~~~\"\"\"\"#\"\"#\"\"\"\"\"\"\".\"\"\"\"=\"\"\"\"\"\"\"\"\"\"\"\"++++++NNNNNNN\ny= 96 \".\"\"II#~==~~~~\"\"\"\"#.\"#\"...\"\"\".\"\"\"\"=\"\"\".\"\"\"\".\"\".\"\"\"\"\"\"NNNNNNN\ny= 98 \"\"\"\"###+=+++++++++#++#++++++++++++=++++++++++++++++++NNNNNNN\n\nEVENTS SINCE LAST TURN: Population has reached 2,000.\nRESULTS OF YOUR LAST ACTIONS: OK funding set: road 0%, fire 0%, police 0% | OK tax rate set to 5%\nYOUR NOTES FROM LAST TURN: Cash $13; no construction possible. Police/fire/road funding now 0%; tax 5%. Reassess funds and demand after January collection, then prioritize powered industrial zones and enough residential growth for the 25,000 population floor.", "raw": "{\"thoughts\":\"Cash is too low for meaningful services or infrastructure, so I will use the remaining funds to add two powered, road-accessible residential sites in the central area. This supports the population floor while preserving the already-low crime level.\",\"notes\":\"Cash about $16 after two residential zones. Reassess January revenue and demand; prioritize residential growth, then industrial jobs if funds permit. Police/fire/road funding remain 0%.\",\"actions\":[{\"type\":\"zone\",\"zone\":\"residential\",\"x\":14,\"y\":10},{\"type\":\"zone\",\"zone\":\"residential\",\"x\":25,\"y\":0}]}", "routed_model": "openai/gpt-5.6-luna", "usage": {"prompt_tokens": 3856, "completion_tokens": 442, "total_tokens": 4298, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 3854, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.00164373, "upstream_inference_prompt_cost": 0.00106029, "upstream_inference_completions_cost": 0.00058344}, "completion_tokens_details": {"reasoning_tokens": 309, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.00164373, "latency_s": 4.69, "thoughts": "Cash is too low for meaningful services or infrastructure, so I will use the remaining funds to add two powered, road-accessible residential sites in the central area. This supports the population floor while preserving the already-low crime level.", "notes": "Cash about $16 after two residential zones. Reassess January revenue and demand; prioritize residential growth, then industrial jobs if funds permit. Police/fire/road funding remain 0%.", "actions": [{"type": "zone", "zone": "residential", "x": 14, "y": 10}, {"type": "zone", "zone": "residential", "x": 25, "y": 0}], "actions_dropped": 0, "results": ["OK residential x1: 1 placed; (14,10) ok", "OK residential x1: 1 placed; (25,0) ok"], "state": {"population_now": 8080, "funds": 216, "score": 434, "tax": 5}, "info": {"unpowered_zones": 5, "zones_r": 155, "zones_c": 67, "zones_i": 94, "free_sites": 10}, "wall_s": 228.5} {"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: $12 tax rate 5% funding: road 0%, fire 0%, police 0%\n last January's budget: tax income $203, requested road $2,466, fire $700, police $1,600; cash flow $-4,563/yr\nPOPULATION: 7,040 now (official census 8,120, Town); residents 144, commerce 10, industry 16 (engine units)\nZONES: residential 157, commercial 67, industrial 94; 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): 434 / 1000 (change +101 at the last evaluation); approval 37%; top problems (share of citizens): taxes 12%, pollution 10%, housing costs 8%, crime 3%\nAVERAGES (0-255, lower is better except land value): crime 26, pollution 53, traffic 0, land value 64\nSERVICES: coal plants 2, nuclear 3, police 16, fire stations 7, stadiums 1, seaports 1, airports 1; road tiles 2359, rail tiles 597; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 26); 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 x16: (0,63)* (5,76)* (10,40) (14,19) (18,52) (47,14) (48,3) (52,48) (56,44) (60,26) (74,6)* (77,6)* (83,55) (94,63) (102,31) (104,90); 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): (25,0) (29,0) (36,82) (64,6) (67,6) (70,6)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (5,52) (51,85) (7,19) (5,24) (5,55) (11,10) (2,31) (90,14) (84,6) (5,58)\nLARGE OPEN AREAS (top-left, size): (72,67) 22x22 (96,71) 18x18 (105,0) 15x15 (58,75) 14x14 (0,11) 10x10 (107,61) 10x10\nHOT SPOTS (value@tile range): crime: 176@(10-11,88-89) 170@(14-15,88-89) 168@(10-11,90-91); 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 .\"\"#\"\"\".\"\".\"rrrr\"\"\"\".\"\"\"RRRRRRR\"\"\"\"\"..\"\"\"\"kkk\"\"\"#\".\"\"\"\"\"\"\"\"\"\ny= 2 .\"\"#RR\"\"\"\"\"\"rrrr\"\"\"\".\"\"\"PPRRRRR\"+\"\"++++\"\"\"kkk\"\"\"#\"\"\"\"\"\"\"..\"\"\ny= 4 .\"\"#RR\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"\"PPRRRRR++++++++\".\"\"\"\"\"CC#\"\"\"\"\"\"\"\"\"\".\ny= 6 .\"\"#RR++++++++#RR++RR+RRIIRRIIIIrrrrrPPPCC\"\"\"\"CC#CC.\"\"\"\"\"\"\".\ny= 8 \"\"\".RR#########RR#+RR#RRIIRRIIIIrrrrrPPPCC#######CC.\"\".\"\"\"..\ny= 10 \"\"\"....RRRRRRRRCC#CCRIIII#IIIIIIIIAAAAIIRRRR#RRRRRR....\"\"\"\"\"\ny= 12 ..\"....RRRRRRRRCC#CCRIIII#IIIIIIIIAAAAIIRRRR#RRRRRR##..\"\"\"\"\"\ny= 14 \"\"\"....RRFFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#,,,#RR,,II\"\"\"\"\"\ny= 16 \"\"\"\".+.k#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#===#RR==II\"\"\"\"\"\ny= 18 \"\"\"\".RRPPRRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRII\"\"\"\ny= 20 ..\"\".RRPPRRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRIIII\"\ny= 22 \"\"\"\"#RR##RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#####RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#kkk#RRRRkkk=RRII\"\"\"\ny= 26 \"RRR#RRRRRRRRRRRRRRRRRRII#IIIIPPIIIIIIIIRRRR#RRRRRRRRIIIIII\"\ny= 28 .RRR#RRRRRRRRRRRRRRRRRRII#IIIIPPIIIIIIIIRRRR#RRRRRRRRIIIIII~\ny= 30 .#RR#RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII###\"~\ny= 32 \"\"RR#RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII#EEE~\ny= 34 \"\"RR#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#EEE~\ny= 36 \"\"RR#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#\"~~~\ny= 38 \"\"RR####################################################~~~~\ny= 40 \"\"\"k=PPRRRRRRRR=RRRCCRRCC#CCRRRRRRRRRRRRRRRR############~~~~\ny= 42 \"\"\"\"=PPRRRRRRRR#RRRCCRRCC#CCRRRRRRRRRRRRRRRRIIIIIIIOOOI#~~~~\ny= 44 \"\"CC=RRRRRRRRRRCCCCCCCCCC#CCPPkkk=RRRRRRRR#kIIIIIIIOOOI~~~~~\ny= 46 \"\"CC###RRRRRRRRCCCCCCCCCC#CCPP####RRRRRRRR~~+~~~~~~~~~~~~~~~\ny= 48 .RRR#RRRRFFRRRRCCCCCCCCCC#PPCCRRFFRRRR#~#~~++~~~~~~~~~~~~~~~\ny= 50 #RRR#RRRRFFRRRRCCCCCCCCCC#PPCCRRFFRRRR~~#~~+\"\"~~~~~~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~~~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~+RPPSSS~~~~~~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#~~~~~RPPSSS~~~~~~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"\"\"\"~~~~~~~\"~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCCCCCCC#CCCC#~~~~~~~~\"\"\"k~~~~~~\"\"\"\".\"\"~~~~\ny= 62 PP.\"IIII#IIIIIICCCCCCCCCC#CC~~~~~~~~~~~~~~~~~~~PP\"\"\"\"...\"\"\"~\ny= 64 PP..IIII#IIIIIICCCCCC###=#~~~~~~~~~~~~~~~~~~~~\"PP\"\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC++~=#~~~~~~~~~~~~~~~~~\"\".\"+\"\"kkkk\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC#,++~=#~II~\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"+\".kkkk.\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~++~=#III\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"+\"\"kkkk\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~++~=#IIIII\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"+\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..\"\"IIII#IIIIIICC~~~IIEE=CC\"III\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"+\".\"\"\"\"\"..\"\".\ny= 76 \"\"PP#############~~~IIEE=CC\"\"\"\".\"\"\".\"......\"\"\"\"+.\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"PPIIII#IIIIII~~~+II####RR\"\"\"\".\"\"\".\"\"\"..\"\"\"\".\"+\"\"\"\"\"\"\"\"\"\"\"\"\ny= 80 \"\"\".IIII#IIIIII~~~+II#\"\"=#\"\".\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\"+\"\"\"\"\"\"\"\"\"\"\"\"\ny= 82 \"\"\"\"IIII#IIII~~~~~cc#II+=CC..\"\"..\"\".\"\".\"\"\"\"\"\"\"\"+\"\"\"\"\"\"\"..\"\"\"\ny= 84 .\"\"\"IIII#IIII~~~~\"ccIII##CC\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"+\"\"\"\"\".\"\"\".\"\"\ny= 86 ~\"\".FFII#===~~~~\"\"##IICC=\"\"\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"\".\"+\"\"\"\"\"\"\"\"\".\"\"\ny= 88 ~\"\"\"FFII=~==~~~.\"\"#\"\"#CC====================================\ny= 90 ~~\"\"II#~===~~~~.\"\"#\"\"#.\"\"\"\".\"\"\"\"\".=.\"\"\"\".\"\"\".\"\"+.\"\"\"PP\",,,,,\ny= 92 \"~~~II#~===~~~~\"\"\"#.\"#\"\"\"\"\"\"\"\"\"\"\".=\"\"\"\"\".\"\"\"\"\"\"+\"\"\"\"PP\",,,,,\ny= 94 \".~~II#~===~~~\"\"\"\"#\"\"#\"\"\"\"\"\"\".\"\"\"\"=\"\"\"\"\"\"\"\"\"\"\"\"++++++NNNNNNN\ny= 96 \".\"\"II#~==~~~~\"\"\"\"#.\"#\"...\"\"\".\"\"\"\"=\"\"\".\"\"\"\".\"\".\"\"\"\"\"\"NNNNNNN\ny= 98 \"\"\"\"###+=+++++++++#++#++++++++++++=++++++++++++++++++NNNNNNN\n\nEVENTS SINCE LAST TURN: none\nRESULTS OF YOUR LAST ACTIONS: OK residential x1: 1 placed; (14,10) ok | OK residential x1: 1 placed; (25,0) ok\nYOUR NOTES FROM LAST TURN: Cash about $16 after two residential zones. Reassess January revenue and demand; prioritize residential growth, then industrial jobs if funds permit. Police/fire/road funding remain 0%.", "raw": "{\"thoughts\":\"The treasury is nearly empty and all zone demand is deeply negative, so construction or service expansion is impossible this turn. I will preserve cash and inspect the central area next turn for any low-cost way to reconnect unpowered zones or stimulate growth.\",\"notes\":\"Cash about $12; do not fund departments or build until revenue arrives. Crime is already 26, but population 7,040 is far below the 25,000 target. Check January tax income and demand.\",\"actions\":[{\"type\":\"zoom\",\"x\":0,\"y\":0}]}", "routed_model": "openai/gpt-5.6-luna", "usage": {"prompt_tokens": 3824, "completion_tokens": 328, "total_tokens": 4152, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 3822, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.00148445, "upstream_inference_prompt_cost": 0.00105149, "upstream_inference_completions_cost": 0.00043296}, "completion_tokens_details": {"reasoning_tokens": 208, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.00148445, "latency_s": 4.25, "thoughts": "The treasury is nearly empty and all zone demand is deeply negative, so construction or service expansion is impossible this turn. I will preserve cash and inspect the central area next turn for any low-cost way to reconnect unpowered zones or stimulate growth.", "notes": "Cash about $12; do not fund departments or build until revenue arrives. Crime is already 26, but population 7,040 is far below the 25,000 target. Check January tax income and demand.", "actions": [{"type": "zoom", "x": 0, "y": 0}], "actions_dropped": 0, "results": ["OK zoom view at (0,0) next turn"], "state": {"population_now": 7040, "funds": 12, "score": 434, "tax": 5}, "info": {"unpowered_zones": 6, "zones_r": 157, "zones_c": 67, "zones_i": 94, "free_sites": 10}, "wall_s": 232.9} {"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: $12 tax rate 5% funding: road 0%, fire 0%, police 0%\n last January's budget: tax income $203, requested road $2,466, fire $700, police $1,600; cash flow $-4,563/yr\nPOPULATION: 6,000 now (official census 8,120, Town); residents 132, commerce 8, industry 13 (engine units)\nZONES: residential 157, commercial 67, industrial 94; 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): 434 / 1000 (change +101 at the last evaluation); approval 37%; top problems (share of citizens): taxes 12%, pollution 10%, housing costs 8%, crime 3%\nAVERAGES (0-255, lower is better except land value): crime 24, pollution 52, traffic 0, land value 65\nSERVICES: coal plants 2, nuclear 3, police 16, fire stations 7, stadiums 1, seaports 1, airports 1; road tiles 2349, rail tiles 597; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 24); 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 x16: (0,63)* (5,76)* (10,40) (14,19) (18,52) (47,14) (48,3) (52,48) (56,44) (60,26) (74,6)* (77,6)* (83,55) (94,63) (102,31) (104,90); 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): (25,0) (29,0) (36,82) (64,6) (67,6) (70,6)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (5,52) (51,85) (7,19) (5,24) (5,55) (11,10) (2,31) (90,14) (84,6) (5,58)\nLARGE OPEN AREAS (top-left, size): (72,67) 22x22 (96,71) 18x18 (105,0) 15x15 (58,75) 14x14 (0,11) 10x10 (107,61) 10x10\nHOT SPOTS (value@tile range): crime: 164@(14-15,88-89) 152@(16-17,86-87) 152@(12-13,88-89); 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 .\"\"#\"\"\".\"\".\"rrrr\"\"\"\".\"\"\"RRRRRRR\"\"\"\"\"..\"\"\"\"kkk\"\"\"#\".\"\"\"\"\"\"\"\"\"\ny= 2 .\"\"#RR\"\"\"\"\"\"rrrr\"\"\"\".\"\"\"PPRRRRR\"+\"\"++++\"\"\"kkk\"\"\"#\"\"\"\"\"\"\"..\"\"\ny= 4 .\"\"#RR\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"\"PPRRRRR++++++++\".\"\"\"\"\"CC#\"\"\"\"\"\"\"\"\"\".\ny= 6 .\"\"#RR++++++++#RR++RR+RRIIRRIIIIrrrrrPPPCC\"\"\"\"CC#CC.\"\"\"\"\"\"\".\ny= 8 \"\"\".RR#########RR#+RR#RRIIRRIIIIrrrrrPPPCC#######CC.\"\".\"\"\"..\ny= 10 \"\"\"....RRRRRRRRCC#CCRIIII#IIIIIIIIAAAAIIRRRR#RRRRRR....\"\"\"\"\"\ny= 12 ..\"....RRRRRRRRCC#CCRIIII#IIIIIIIIAAAAIIRRRR#RRRRRR##..\"\"\"\"\"\ny= 14 \"\"\"....RRFFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#,,,#RR,,II\"\"\"\"\"\ny= 16 \"\"\"\".+.k#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#===#RR==II\"\"\"\"\"\ny= 18 \"\"\"\".RRPPRRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRII\"\"\"\ny= 20 ..\"\".RRPPRRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRIIII\"\ny= 22 \"\"\"\"#RR##RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#####RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#kkk#RRRRkkk=RRII\"\"\"\ny= 26 \"RRR#RRRRRRRRRRRRRRRRRRII#IIIIPPIIIIIIIIRRRR#RRRRRRRRIIIIII\"\ny= 28 .RRR#RRRRRRRRRRRRRRRRRRII#IIIIPPIIIIIIIIRRRR#RRRRRRRRIIIIII~\ny= 30 .#RR#RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII###\"~\ny= 32 \"\"RR#RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII#EEE~\ny= 34 \"\"RR#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#EEE~\ny= 36 \"\"RR#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#\"~~~\ny= 38 \"\"RR####################################################~~~~\ny= 40 \"\"\"k=PPRRRRRRRR=RRRCCRRCC#CCRRRRRRRRRRRRRRRR############~~~~\ny= 42 \"\"\"\"=PPRRRRRRRR#RRRCCRRCC#CCRRRRRRRRRRRRRRRRIIIIIIIOOOI#~~~~\ny= 44 \"\"CC=RRRRRRRRRRCCCCCCCCCC#CCPPkkk=RRRRRRRR#kIIIIIIIOOOI~~~~~\ny= 46 \"\"CC###RRRRRRRRCCCCCCCCCC#CCPP####RRRRRRRR~~+~~~~~~~~~~~~~~~\ny= 48 .RRR#RRRRFFRRRRCCCCCCCCCC#PPCCRRFFRRRR#~#~~++~~~~~~~~~~~~~~~\ny= 50 #RRR#RRRRFFRRRRCCCCCCCCCC#PPCCRRFFRRRR~~#~~+\"\"~~~~~~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~~~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~+RPPSSS~~~~~~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#~~~~~RPPSSS~~~~~~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"\"\"\"~~~~~~~\"~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCCCCCCC#CCCC#~~~~~~~~\"\"\"k~~~~~~\"\"\"\".\"\"~~~~\ny= 62 PP.\"IIII#IIIIIICCCCCCCCCC#CC~~~~~~~~~~~~~~~~~~~PP\"\"\"\"...\"\"\"~\ny= 64 PP..IIII#IIIIIICCCCCC###=#~~~~~~~~~~~~~~~~~~~~\"PP\"\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC++~=#~~~~~~~~~~~~~~~~~\"\".\"+\"\"kkkk\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC#,++~=#~II~\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"+\".kkkk.\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~++~=#III\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"+\"\"kkkk\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~++~=#IIIII\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"+\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..\"\"IIII#IIIIIICC~~~IIEE=CC\"III\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"+\".\"\"\"\"\"..\"\".\ny= 76 \"\"PP#############~~~IIEE=CC\"\"\"\".\"\"\".\"......\"\"\"\"+.\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"PPIIII#IIIIII~~~+II####RR\"\"\"\".\"\"\".\"\"\"..\"\"\"\".\"+\"\"\"\"\"\"\"\"\"\"\"\"\ny= 80 \"\"\".IIII#IIIIII~~~+II#\"\"=#\"\".\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\"+\"\"\"\"\"\"\"\"\"\"\"\"\ny= 82 \"\"\"\"IIII#IIII~~~~~cc#II+=CC..\"\"..\"\".\"\".\"\"\"\"\"\"\"\"+\"\"\"\"\"\"\"..\"\"\"\ny= 84 .\"\"\"IIII#IIII~~~~\"ccIII##CC\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"+\"\"\"\"\".\"\"\".\"\"\ny= 86 ~\"\".FFII#===~~~~\"\"##IICC=\"\"\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"\".\"+\"\"\"\"\"\"\"\"\".\"\"\ny= 88 ~\"\"\"FFII=~==~~~.\"\"#\"\"#CC====================================\ny= 90 ~~\"\"II#~===~~~~.\"\"#\"\"#.\"\"\"\".\"\"\"\"\".=.\"\"\"\".\"\"\".\"\"+.\"\"\"PP\",,,,,\ny= 92 \"~~~II#~===~~~~\"\"\"#.\"#\"\"\"\"\"\"\"\"\"\"\".=\"\"\"\"\".\"\"\"\"\"\"+\"\"\"\"PP\",,,,,\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 ......#................\"\"RRR#RRR........\ny= 1 ...\"\".##\"\"\"\"\"\"...\"\"\"...\"\"RRR#RRR\"\"\".\"\"\".\ny= 2 ..\"\"\"\"\"#\"\"\"\"\"\"...\"\"\"\"\".\"\"RRR#RRR\"\"\".\"\"\".\ny= 3 ..\"\"\"\"\"#RRR\"\"\".\"\".\"\"\"\"\"\"\"k\"\"#.k\"\"\"\".\"\"\".\ny= 4 ..\"\"\"\"\"#RRR\"\"\".\"\"\".\"\"\"\"\"\"\"\"\"#...\"\".\"\"\"\".\ny= 5 ..\"\"\"\"\"#RRR\"\"..\"\"\".\"\"\"\"\"\"\"\"\"##....\"\"\"\"\".\ny= 6 ..\"\"\"\"\"##RRR+++++++++++++++++#RRR+++++++\ny= 7 ..\"\"\"\"..#RRR\"\"\"\"...\"\"\".......#RRR...+..R\ny= 8 \"\"\"\"\"...#RRR\"\"\"\"...\"\"\".......#RRR...+..R\ny= 9 \"\".\"\"...###########################.+..R\ny= 10 \"\"\"\"\"\"........RRR#RRR#RRR#RRR#=CCC#,CCCR\ny= 11 \"\"\"\"\"\"........RRR#RRR#RRR#RRR#=CCC#,CCCR\ny= 12 ..............RRR#RRR#RRR#RRR#=CCC#,CCCR\ny= 13 ....\"\"........RRR#######################\ny= 14 \"\"\".\"\"........RRR#FFF#RRR#RRR#=CCC#CCC#C\ny= 15 \"\"\"\"..........RRR#FFF#RRR#RRR#=CCC#CCC#C\ny= 16 \"\"\"\".\"\"\"..+...k..#FFF#RRR#RRR#=CCC#CCC#C\ny= 17 \"\"\".\"\"\"\"..+......#===#===#===#====#===#=\ny= 18 \"\"\".\"\"\"\"..+......#######################\ny= 19 \"\"\".\"\"\"\"..RRR.PPP#RRR#RRR#RRR#=RRR#RRR#R\ny= 20 ....\"\"\"\"..RRR.PPP#RRR#RRR#RRR#=RRR#RRR#R\ny= 21 ....\"\"\"\"..RRR#PPP#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 zoom view at (0,0) next turn\nYOUR NOTES FROM LAST TURN: Cash about $12; do not fund departments or build until revenue arrives. Crime is already 26, but population 7,040 is far below the 25,000 target. Check January tax income and demand.", "raw": "{\"thoughts\":\"Cash is nearly exhausted, so I will avoid all department spending and use the small balance for a park to improve land value. Lowering taxes to 0% should encourage growth during the remaining deadline window, even though it sacrifices revenue.\",\"notes\":\"Departments remain at 0% until population and revenue recover. Tax set to 0%; park placed near the central residential area. Reassess demand and cash after January collection.\",\"actions\":[{\"type\":\"tax\",\"rate\":0},{\"type\":\"build\",\"what\":\"park\",\"x\":8,\"y\":52}]}", "routed_model": "openai/gpt-5.6-luna", "usage": {"prompt_tokens": 4457, "completion_tokens": 563, "total_tokens": 5020, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 4455, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.001968725, "upstream_inference_prompt_cost": 0.001225565, "upstream_inference_completions_cost": 0.00074316}, "completion_tokens_details": {"reasoning_tokens": 440, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.001968725, "latency_s": 5.25, "thoughts": "Cash is nearly exhausted, so I will avoid all department spending and use the small balance for a park to improve land value. Lowering taxes to 0% should encourage growth during the remaining deadline window, even though it sacrifices revenue.", "notes": "Departments remain at 0% until population and revenue recover. Tax set to 0%; park placed near the central residential area. Reassess demand and cash after January collection.", "actions": [{"type": "tax", "rate": 0}, {"type": "build", "what": "park", "x": 8, "y": 52}], "actions_dropped": 0, "results": ["OK tax rate set to 0%", "REJECTED park at (8,52): blocked by road (e.g. (8,52)); bulldoze first or pick another site"], "state": {"population_now": 6000, "funds": 12, "score": 434, "tax": 5}, "info": {"unpowered_zones": 6, "zones_r": 157, "zones_c": 67, "zones_i": 94, "free_sites": 10}, "wall_s": 238.3} {"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: $12 tax rate 0% funding: road 0%, fire 0%, police 0%\n last January's budget: tax income $203, requested road $2,466, fire $700, police $1,600; cash flow $-4,563/yr\nPOPULATION: 5,500 now (official census 8,120, Town); residents 123, commerce 8, industry 11 (engine units)\nZONES: residential 157, commercial 67, industrial 94; unpowered zones: 6\nDEMAND (-100..+100, positive = the city wants more of it): residential -57, commercial -43, industrial -43\nCITY SCORE (re-evaluated each January, like the official census): 434 / 1000 (change +101 at the last evaluation); approval 37%; top problems (share of citizens): taxes 12%, pollution 10%, housing costs 8%, crime 3%\nAVERAGES (0-255, lower is better except land value): crime 24, pollution 52, traffic 0, land value 65\nSERVICES: coal plants 2, nuclear 3, police 16, fire stations 7, stadiums 1, seaports 1, airports 1; road tiles 2339, rail tiles 597; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 24); 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 x16: (0,63)* (5,76)* (10,40) (14,19) (18,52) (47,14) (48,3) (52,48) (56,44) (60,26) (74,6)* (77,6)* (83,55) (94,63) (102,31) (104,90); 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): (25,0) (29,0) (36,82) (64,6) (67,6) (70,6)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (5,52) (51,85) (7,19) (5,24) (5,55) (11,10) (2,31) (90,14) (84,6) (5,58)\nLARGE OPEN AREAS (top-left, size): (72,67) 22x22 (96,71) 18x18 (105,0) 15x15 (58,75) 14x14 (0,11) 10x10 (107,61) 10x10\nHOT SPOTS (value@tile range): crime: 164@(14-15,88-89) 152@(16-17,86-87) 152@(12-13,88-89); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15); traffic: 60@(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 .\"\"#\"\"\".\"\".\"rrrr\"\"\"\".\"\"\"RRRRRRR\"\"\"\"\"..\"\"\"\"kkk\"\"\"#\".\"\"\"\"\"\"\"\"\"\ny= 2 .\"\"#RR\"\"\"\"\"\"rrrr\"\"\"\".\"\"\"PPRRRRR\"+\"\"++++\"\"\"kkk\"\"\"#\"\"\"\"\"\"\"..\"\"\ny= 4 .\"\"#RR\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"\"PPRRRRR++++++++\".\"\"\"\"\"CC#\"\"\"\"\"\"\"\"\"\".\ny= 6 .\"\"#RR++++++++#RR++RR+RRIIRRIIIIrrrrrPPPCC\"\"\"\"CC#CC.\"\"\"\"\"\"\".\ny= 8 \"\"\".RR#########RR#+RR#RRIIRRIIIIrrrrrPPPCC#######CC.\"\".\"\"\"..\ny= 10 \"\"\"....RRRRRRRRCC#CCRIIII#IIIIIIIIAAAAIIRRRR#RRRRRR....\"\"\"\"\"\ny= 12 ..\"....RRRRRRRRCC#CCRIIII#IIIIIIIIAAAAIIRRRR#RRRRRR##..\"\"\"\"\"\ny= 14 \"\"\"....RRFFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#,,,#RR,,II\"\"\"\"\"\ny= 16 \"\"\"\".+.k#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#===#RR==II\"\"\"\"\"\ny= 18 \"\"\"\".RRPPRRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRII\"\"\"\ny= 20 ..\"\".RRPPRRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRIIII\"\ny= 22 \"\"\"\"#RR##RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#####RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#kkk#RRRRkkk=RRII\"\"\"\ny= 26 \"RRR#RRRRRRRRRRRRRRRRRRII#IIIIPPIIIIIIIIRRRR#RRRRRRRRIIIIII\"\ny= 28 .RRR#RRRRRRRRRRRRRRRRRRII#IIIIPPIIIIIIIIRRRR#RRRRRRRRIIIIII~\ny= 30 .#RR#RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII###\"~\ny= 32 \"\"RR#RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII#EEE~\ny= 34 \"\"RR#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#EEE~\ny= 36 \"\"RR#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#\"~~~\ny= 38 \"\"RR####################################################~~~~\ny= 40 \"\"\"k=PPRRRRRRRR=RRRCCRRCC#CCRRRRRRRRRRRRRRRR############~~~~\ny= 42 \"\"\"\"=PPRRRRRRRR#RRRCCRRCC#CCRRRRRRRRRRRRRRRRIIIIIIIOOOI#~~~~\ny= 44 \"\"CC=RRRRRRRRRRCCCCCCCCCC#CCPPkkk=RRRRRRRR#kIIIIIIIOOOI~~~~~\ny= 46 \"\"CC###RRRRRRRRCCCCCCCCCC#CCPP####RRRRRRRR~~+~~~~~~~~~~~~~~~\ny= 48 .RRR#RRRRFFRRRRCCCCCCCCCC#PPCCRRFFRRRR#~#~~++~~~~~~~~~~~~~~~\ny= 50 #RRR#RRRRFFRRRRCCCCCCCCCC#PPCCRRFFRRRR~~#~~+\"\"~~~~~~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~~~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~+RPPSSS~~~~~~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#~~~~~RPPSSS~~~~~~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"\"\"\"~~~~~~~\"~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCCCCCCC#CCCC#~~~~~~~~\"\"\"k~~~~~~\"\"\"\".\"\"~~~~\ny= 62 PP.\"IIII#IIIIIICCCCCCCCCC#CC~~~~~~~~~~~~~~~~~~~PP\"\"\"\"...\"\"\"~\ny= 64 PP..IIII#IIIIIICCCCCC###=##~~~~~~~~~~~~~~~~~~~\"PP\"\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC++~=#~~~~~~~~~~~~~~~~~\"\".\"+\"\"kkkk\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC#,++~=##II~\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"+\".kkkk.\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~++~=#III\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"+\"\"kkkk\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~++~=#IIIII\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"+\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..\"\"IIII#IIIIIICC~~~IIEE=CC\"III\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"+\".\"\"\"\"\"..\"\".\ny= 76 \"\"PP#############~~~IIEE=CC\"\"\"\".\"\"\".\"......\"\"\"\"+.\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"PPIIII#IIIIII~~~+II####RR\"\"\"\".\"\"\".\"\"\"..\"\"\"\".\"+\"\"\"\"\"\"\"\"\"\"\"\"\ny= 80 \"\"\".IIII#IIIIII~~~+II#\"\"=#\"\".\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\"+\"\"\"\"\"\"\"\"\"\"\"\"\ny= 82 \"\"\"\"IIII#IIII~~~~~cc#II+=CC..\"\"..\"\".\"\".\"\"\"\"\"\"\"\"+\"\"\"\"\"\"\"..\"\"\"\ny= 84 .\"\"\"IIII#IIII~~~~\"ccIII##CC\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"+\"\"\"\"\".\"\"\".\"\"\ny= 86 ~\"\".FFII#===~~~~\"\"##IICC=\"\"\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"\".\"+\"\"\"\"\"\"\"\"\".\"\"\ny= 88 ~\"\"\"FFII=~==~~~.\"\"#\"\"#CC====================================\ny= 90 ~~\"\"II#~===~~~~.\"\"#\"\"#.\"\"\"\".\"\"\"\"\".=.\"\"\"\".\"\"\".\"\"+.\"\"\"PP\",,,,,\ny= 92 \"~~~II#~===~~~~\"\"\"#.\"#\"\"\"\"\"\"\"\"\"\"\".=\"\"\"\"\".\"\"\"\"\"\"+\"\"\"\"PP\",,,,,\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 park at (8,52): blocked by road (e.g. (8,52)); bulldoze first or pick another site\nYOUR NOTES FROM LAST TURN: Departments remain at 0% until population and revenue recover. Tax set to 0%; park placed near the central residential area. Reassess demand and cash after January collection.", "raw": "{\"thoughts\":\"Cash is nearly exhausted, so I will preserve the treasury and keep taxes at 0% to maximize recovery and residential growth. Existing crime is already well below the threshold; avoid funding commitments or construction that could trigger an unaffordable expense.\",\"notes\":\"$2 remains after the previous failed park attempt. Taxes 0%, all departments 0%; reassess January revenue and population growth next turn.\",\"actions\":[{\"type\":\"tax\",\"rate\":0},{\"type\":\"zoom\",\"x\":0,\"y\":0}]}", "routed_model": "openai/gpt-5.6-luna", "usage": {"prompt_tokens": 3843, "completion_tokens": 629, "total_tokens": 4472, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 3841, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.001886995, "upstream_inference_prompt_cost": 0.001056715, "upstream_inference_completions_cost": 0.00083028}, "completion_tokens_details": {"reasoning_tokens": 516, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.001886995, "latency_s": 5.68, "thoughts": "Cash is nearly exhausted, so I will preserve the treasury and keep taxes at 0% to maximize recovery and residential growth. Existing crime is already well below the threshold; avoid funding commitments or construction that could trigger an unaffordable expense.", "notes": "$2 remains after the previous failed park attempt. Taxes 0%, all departments 0%; reassess January revenue and population growth next turn.", "actions": [{"type": "tax", "rate": 0}, {"type": "zoom", "x": 0, "y": 0}], "actions_dropped": 0, "results": ["OK tax rate set to 0%", "OK zoom view at (0,0) next turn"], "state": {"population_now": 5500, "funds": 12, "score": 434, "tax": 0}, "info": {"unpowered_zones": 6, "zones_r": 157, "zones_c": 67, "zones_i": 94, "free_sites": 10}, "wall_s": 244.1} {"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: $12 tax rate 0% funding: road 0%, fire 0%, police 0%\n last January's budget: tax income $0, requested road $2,480, fire $700, police $1,600; cash flow $-4,780/yr\nPOPULATION: 7,880 now (official census 6,980, Town); residents 138, commerce 15, industry 17 (engine units)\nZONES: residential 157, commercial 67, industrial 94; unpowered zones: 6\nDEMAND (-100..+100, positive = the city wants more of it): residential -8, commercial +19, industrial +23\nCITY SCORE (re-evaluated each January, like the official census): 606 / 1000 (change +172 at the last evaluation); approval 62%; top problems (share of citizens): pollution 12%, housing costs 8%, crime 5%\nAVERAGES (0-255, lower is better except land value): crime 22, pollution 56, traffic 0, land value 65\nSERVICES: coal plants 2, nuclear 3, police 16, fire stations 7, stadiums 1, seaports 1, airports 1; road tiles 2349, rail tiles 597; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 22); 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 x16: (0,63)* (5,76)* (10,40) (14,19) (18,52) (47,14) (48,3) (52,48) (56,44) (60,26) (74,6)* (77,6)* (83,55) (94,63) (102,31) (104,90); 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): (25,0) (29,0) (36,82) (64,6) (67,6) (70,6)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (5,52) (51,85) (7,19) (5,24) (5,55) (11,10) (2,31) (90,14) (84,6) (5,58)\nLARGE OPEN AREAS (top-left, size): (72,67) 22x22 (96,71) 18x18 (105,0) 15x15 (58,75) 14x14 (0,11) 10x10 (107,61) 10x10\nHOT SPOTS (value@tile range): crime: 134@(70-71,20-21) 134@(14-15,88-89) 132@(70-71,22-23); 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 .\"\"#\"\"\".\"\".\"rrrr\"\"\"\".\"\"\"RRRRRRR\"\"\"\"\"..\"\"\"\"kkk\"\"\"#\".\"\"\"\"\"\"\"\"\"\ny= 2 .\"\"#RR\"\"\"\"\"\"rrrr\"\"\"\".\"\"\"PPRRRRR\"+\"\"++++\"\"\"kkk\"\"\"#\"\"\"\"\"\"\"..\"\"\ny= 4 .\"\"#RR\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"\"PPRRRRR++++++++\".\"\"\"\"\"CC#\"\"\"\"\"\"\"\"\"\".\ny= 6 .\"\"#RR++++++++#RR++RR+RRIIRRIIIIrrrrrPPPCC\"\"\"\"CC#CC.\"\"\"\"\"\"\".\ny= 8 \"\"\".RR#########RR#+RR#RRIIRRIIIIrrrrrPPPCC#######CC.\"\".\"\"\"..\ny= 10 \"\"\"....RRRRRRRRCC#CCRIIII#IIIIIIIIAAAAIIRRRR#RRRRRR....\"\"\"\"\"\ny= 12 ..\"....RRRRRRRRCC#CCRIIII#IIIIIIIIAAAAIIRRRR#RRRRRR##..\"\"\"\"\"\ny= 14 \"\"\"....RRFFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#,,,#RR,,II\"\"\"\"\"\ny= 16 \"\"\"\".+.k#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#===#RR==II\"\"\"\"\"\ny= 18 \"\"\"\".RRPPRRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRII\"\"\"\ny= 20 ..\"\".RRPPRRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRIIII\"\ny= 22 \"\"\"\"#RR##RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#####RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#kkk#RRRRkkk=RRII\"\"\"\ny= 26 \"RRR#RRRRRRRRRRRRRRRRRRII#IIIIPPIIIIIIIIRRRR#RRRRRRRRIIIIII\"\ny= 28 .RRR#RRRRRRRRRRRRRRRRRRII#IIIIPPIIIIIIIIRRRR#RRRRRRRRIIIIII~\ny= 30 .#RR#RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII###\"~\ny= 32 \"\"RR#RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII#EEE~\ny= 34 \"\"RR#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#EEE~\ny= 36 \"\"RR#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#\"~~~\ny= 38 \"\"RR####################################################~~~~\ny= 40 \"\"\"k=PPRRRRRRRR=RRRCCRRCC#CCRRRRRRRRRRRRRRRR############~~~~\ny= 42 \"\"\"\"=PPRRRRRRRR#RRRCCRRCC#CCRRRRRRRRRRRRRRRRIIIIIIIOOOI#~~~~\ny= 44 \"\"CC=RRRRRRRRRRCCCCCCCCCC#CCPPkkk=RRRRRRRR#kIIIIIIIOOOI~~~~~\ny= 46 \"\"CC###RRRRRRRRCCCCCCCCCC#CCPP####RRRRRRRR~~+~~~~~~~~~~~~~~~\ny= 48 .RRR#RRRRFFRRRRCCCCCCCCCC#PPCCRRFFRRRR#~#~~++~~~~~~~~~~~~~~~\ny= 50 #RRR#RRRRFFRRRRCCCCCCCCCC#PPCCRRFFRRRR~~#~~+\"\"~~~~~~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~~~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~+RPPSSS~~~~~~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#~~~~~RPPSSS~~~~~~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"\"\"\"~~~~~~~\"~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCCCCCCC#CCCC#~~~~~~~~\"\"\"k~~~~~~\"\"\"\".\"\"~~~~\ny= 62 PP.\"IIII#IIIIIICCCCCCCCCC#CC~~~~~~~~~~~~~~~~~~~PP\"\"\"\"...\"\"\"~\ny= 64 PP..IIII#IIIIIICCCCCC###=##~~~~~~~~~~~~~~~~~~~\"PP\"\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC++~=#~~~~~~~~~~~~~~~~~\"\".\"+\"\"kkkk\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC#,++~=##II~\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"+\".kkkk.\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~++~=#III\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"+\"\"kkkk\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~++~=#IIIII\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"+\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..\"\"IIII#IIIIIICC~~~IIEE=CC\"III\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"+\".\"\"\"\"\"..\"\".\ny= 76 \"\"PP#############~~~IIEE=CC\"\"\"\".\"\"\".\"......\"\"\"\"+.\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"PPIIII#IIIIII~~~+II####RR\"\"\"\".\"\"\".\"\"\"..\"\"\"\".\"+\"\"\"\"\"\"\"\"\"\"\"\"\ny= 80 \"\"\".IIII#IIIIII~~~+II#\"\"=#\"\".\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\"+\"\"\"\"\"\"\"\"\"\"\"\"\ny= 82 \"\"\"\"IIII#IIII~~~~~cc#II+=CC..\"\"..\"\".\"\".\"\"\"\"\"\"\"\"+\"\"\"\"\"\"\"..\"\"\"\ny= 84 .\"\"\"IIII#IIII~~~~\"ccIII##CC\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"+\"\"\"\"\".\"\"\".\"\"\ny= 86 ~\"\".FFII#===~~~~\"\"##IICC=\"\"\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"\".\"+\"\"\"\"\"\"\"\"\".\"\"\ny= 88 ~\"\"\"FFII=~==~~~.\"\"#\"\"#CC====================================\ny= 90 ~~\"\"II#~===~~~~.\"\"#\"\"#.\"\"\"\".\"\"\"\"\".=.\"\"\"\".\"\"\".\"\"+.\"\"\"PP\",,,,,\ny= 92 \"~~~II#~===~~~~\"\"\"#.\"#\"\"\"\"\"\"\"\"\"\"\".=\"\"\"\"\".\"\"\"\"\"\"+\"\"\"\"PP\",,,,,\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 ......#................\"\"RRR#RRR........\ny= 1 ...\"\".##\"\"\"\"\"\"...\"\"\"...\"\"RRR#RRR\"\"\".\"\"\".\ny= 2 ..\"\"\"\"\"#\"\"\"\"\"\"...\"\"\"\"\".\"\"RRR#RRR\"\"\".\"\"\".\ny= 3 ..\"\"\"\"\"#RRR\"\"\".\"\".\"\"\"\"\"\"\"k\"\"#.k\"\"\"\".\"\"\".\ny= 4 ..\"\"\"\"\"#RRR\"\"\".\"\"\".\"\"\"\"\"\"\"\"\"#...\"\".\"\"\"\".\ny= 5 ..\"\"\"\"\"#RRR\"\"..\"\"\".\"\"\"\"\"\"\"\"\"##....\"\"\"\"\".\ny= 6 ..\"\"\"\"\"##RRR+++++++++++++++++#RRR+++++++\ny= 7 ..\"\"\"\"..#RRR\"\"\"\"...\"\"\".......#RRR...+..R\ny= 8 \"\"\"\"\"...#RRR\"\"\"\"...\"\"\".......#RRR...+..R\ny= 9 \"\".\"\"...###########################.+..R\ny= 10 \"\"\"\"\"\"........RRR#RRR#RRR#RRR#=CCC#,CCCR\ny= 11 \"\"\"\"\"\"........RRR#RRR#RRR#RRR#=CCC#,CCCR\ny= 12 ..............RRR#RRR#RRR#RRR#=CCC#,CCCR\ny= 13 ....\"\"........RRR#######################\ny= 14 \"\"\".\"\"........RRR#FFF#RRR#RRR#=CCC#CCC#C\ny= 15 \"\"\"\"..........RRR#FFF#RRR#RRR#=CCC#CCC#C\ny= 16 \"\"\"\".\"\"\"..+...k..#FFF#RRR#RRR#=CCC#CCC#C\ny= 17 \"\"\".\"\"\"\"..+......#===#===#===#====#===#=\ny= 18 \"\"\".\"\"\"\"..+......#######################\ny= 19 \"\"\".\"\"\"\"..RRR.PPP#RRR#RRR#RRR#=RRR#RRR#R\ny= 20 ....\"\"\"\"..RRR.PPP#RRR#RRR#RRR#=RRR#RRR#R\ny= 21 ....\"\"\"\"..RRR#PPP#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 0% | OK zoom view at (0,0) next turn\nYOUR NOTES FROM LAST TURN: $2 remains after the previous failed park attempt. Taxes 0%, all departments 0%; reassess January revenue and population growth next turn.", "raw": "{\"thoughts\":\"Funds are nearly exhausted, so I will preserve the zero-tax growth incentive and add the only affordable land-value improvement. Existing powered demand is favorable for commercial and industrial growth; avoid new spending until January revenue arrives.\",\"notes\":\"$2 remains after park. Keep taxes at 0% and departments at 0% until revenue is available; next turn check population, cash, and whether unpowered zones or industrial demand justify infrastructure.\",\"actions\":[{\"type\":\"build\",\"what\":\"park\",\"x\":5,\"y\":52},{\"type\":\"tax\",\"rate\":0},{\"type\":\"funding\",\"road\":0,\"fire\":0,\"police\":0},{\"type\":\"zoom\",\"x\":0,\"y\":0}]}", "routed_model": "openai/gpt-5.6-luna", "usage": {"prompt_tokens": 4447, "completion_tokens": 385, "total_tokens": 4832, "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": 0.001731015, "upstream_inference_prompt_cost": 0.001222815, "upstream_inference_completions_cost": 0.0005082}, "completion_tokens_details": {"reasoning_tokens": 232, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.001731015, "latency_s": 6.92, "thoughts": "Funds are nearly exhausted, so I will preserve the zero-tax growth incentive and add the only affordable land-value improvement. Existing powered demand is favorable for commercial and industrial growth; avoid new spending until January revenue arrives.", "notes": "$2 remains after park. Keep taxes at 0% and departments at 0% until revenue is available; next turn check population, cash, and whether unpowered zones or industrial demand justify infrastructure.", "actions": [{"type": "build", "what": "park", "x": 5, "y": 52}, {"type": "tax", "rate": 0}, {"type": "funding", "road": 0, "fire": 0, "police": 0}, {"type": "zoom", "x": 0, "y": 0}], "actions_dropped": 0, "results": ["OK park at (5,52): ok", "OK tax rate set to 0%", "OK funding set: road 0%, fire 0%, police 0%", "OK zoom view at (0,0) next turn"], "state": {"population_now": 7880, "funds": 12, "score": 606, "tax": 0}, "info": {"unpowered_zones": 6, "zones_r": 157, "zones_c": 67, "zones_i": 94, "free_sites": 10}, "wall_s": 251.2} {"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: $2 tax rate 0% funding: road 0%, fire 0%, police 0%\n last January's budget: tax income $0, requested road $2,480, fire $700, police $1,600; cash flow $-4,780/yr\nPOPULATION: 12,500 now (official census 6,980, Town); residents 161, commerce 25, industry 33 (engine units)\nZONES: residential 157, commercial 67, industrial 94; unpowered zones: 6\nDEMAND (-100..+100, positive = the city wants more of it): residential -12, commercial -20, industrial +17\nCITY SCORE (re-evaluated each January, like the official census): 606 / 1000 (change +172 at the last evaluation); approval 62%; top problems (share of citizens): pollution 12%, housing costs 8%, crime 5%\nAVERAGES (0-255, lower is better except land value): crime 22, pollution 48, traffic 0, land value 66\nSERVICES: coal plants 2, nuclear 3, police 16, fire stations 7, stadiums 1, seaports 1, airports 1; road tiles 2369, rail tiles 597; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 22); 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 x16: (0,63)* (5,76)* (10,40) (14,19) (18,52) (47,14) (48,3) (52,48) (56,44) (60,26) (74,6)* (77,6)* (83,55) (94,63) (102,31) (104,90); 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): (25,0) (29,0) (36,82) (64,6) (67,6) (70,6)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (51,85) (5,53) (7,19) (5,24) (5,56) (11,10) (2,31) (90,14) (84,6) (5,59)\nLARGE OPEN AREAS (top-left, size): (71,67) 22x22 (102,71) 18x18 (105,0) 15x15 (55,75) 14x14 (0,11) 10x10 (108,61) 10x10\nHOT SPOTS (value@tile range): crime: 134@(70-71,20-21) 134@(14-15,88-89) 132@(70-71,22-23); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15); traffic: 152@(50-51,72-73) 134@(52-53,72-73) 82@(28-29,64-65)\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 .\"\"#\"\"\".\"\".\"rrrr\"\"\"\".\"\"\"RRRRRRR\"\"\"\"\"..\"\"\"\"kkk\"\"\"#\".\"\"\"\"\"\"\"\"\"\ny= 2 .\"\"#RR\"\"\"\"\"\"rrrr\"\"\"\".\"\"\"PPRRRRR\"+\"\"++++\"\"\"kkk\"\"\"#\"\"\"\"\"\"\"..\"\"\ny= 4 .\"\"#RR\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"\"PPRRRRR++++++++\".\"\"\"\"\"CC#\"\"\"\"\"\"\"\"\"\".\ny= 6 .\"\"#RR++++++++#RR++RR+RRIIRRIIIIrrrrrPPPCC\"\"\"\"CC#CC.\"\"\"\"\"\"\".\ny= 8 \"\"\".RR#########RR#+RR#RRIIRRIIIIrrrrrPPPCC#######CC.\"\".\"\"\"..\ny= 10 \"\"\"....RRRRRRRRCC#CCRIIII#IIIIIIIIAAAAIIRRRR#RRRRRR....\"\"\"\"\"\ny= 12 ..\"....RRRRRRRRCC#CCRIIII#IIIIIIIIAAAAIIRRRR#RRRRRR##..\"\"\"\"\"\ny= 14 \"\"\"....RRFFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#,,,#RR,,II\"\"\"\"\"\ny= 16 \"\"\"\".+.k#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#===#RR==II\"\"\"\"\"\ny= 18 \"\"\"\".RRPPRRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRII\"\"\"\ny= 20 ..\"\".RRPPRRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRIIII\"\ny= 22 \"\"\"\"#RR##RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#####RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#kkk#RRRRkkk=RRII\"\"\"\ny= 26 \"RRR#RRRRRRRRRRRRRRRRRRII#IIIIPPIIIIIIIIRRRR#RRRRRRRRIIIIII\"\ny= 28 .RRR#RRRRRRRRRRRRRRRRRRII#IIIIPPIIIIIIIIRRRR#RRRRRRRRIIIIII~\ny= 30 .#RR#RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII###\"~\ny= 32 \"\"RR#RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII#EEE~\ny= 34 \"\"RR#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#EEE~\ny= 36 \"\"RR#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#\"~~~\ny= 38 \"\"RR####################################################~~~~\ny= 40 \"\"\"k=PPRRRRRRRR=RRRCCRRCC#CCRRRRRRRRRRRRRRRR############~~~~\ny= 42 \"\"\"\"=PPRRRRRRRR#RRRCCRRCC#CCRRRRRRRRRRRRRRRRIIIIIIIOOOI#~~~~\ny= 44 \"\"CC=RRRRRRRRRRCCCCCCCCCC#CCPPkkk=RRRRRRRR#kIIIIIIIOOOI~~~~~\ny= 46 \"\"CC###RRRRRRRRCCCCCCCCCC#CCPP####RRRRRRRR~~+~~~~~~~~~~~~~~~\ny= 48 .RRR#RRRRFFRRRRCCCCCCCCCC#PPCCRRFFRRRR#~#~~++~~~~~~~~~~~~~~~\ny= 50 #RRR#RRRRFFRRRRCCCCCCCCCC#PPCCRRFFRRRR~~#~~+\"\"~~~~~~~~~~~~~~\ny= 52 CCk.#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~~~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~+RPPSSS~~~~~~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#~~~~~RPPSSS~~~~~~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"\"\"\"~~~~~~~\"~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCCCCCCC#CCCC#~~~~~~~~\"\"\"k~~~~~~\"\"\"\".\"\"~~~~\ny= 62 PP.\"IIII#IIIIIICCCCCCCCCC#CC~~~~~~~~~~~~~~~~~~~PP\"\"\"\"...\"\"\"~\ny= 64 PP..IIII#IIIIIICCCCCC###=#~~~~~~~~~~~~~~~~~~~~\"PP\"\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC++~=#~~~~~~~~~~~~~~~~~\"\".\"+\"\"kkkk\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC#,++~=#~II~\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"+\".kkkk.\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~++~=#III\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"+\"\"kkkk\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~++~=#IIIII\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"+\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..\"\"IIII#IIIIIICC~~~IIEE=CC\"III\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"+\".\"\"\"\"\"..\"\".\ny= 76 \"\"PP#############~~~IIEE=CC\"\"\"\".\"\"\".\"......\"\"\"\"+.\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"PPIIII#IIIIII~~~+II####RR\"\"\"\".\"\"\".\"\"\"..\"\"\"\".\"+\"\"\"\"\"\"\"\"\"\"\"\"\ny= 80 \"\"\".IIII#IIIIII~~~+II#\"\"=#\"\".\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\"+\"\"\"\"\"\"\"\"\"\"\"\"\ny= 82 \"\"\"\"IIII#IIII~~~~~cc#II+=CC..\"\"..\"\".\"\".\"\"\"\"\"\"\"\"+\"\"\"\"\"\"\"..\"\"\"\ny= 84 .\"\"\"IIII#IIII~~~~\"ccIII##CC\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"+\"\"\"\"\".\"\"\".\"\"\ny= 86 ~\"\".FFII#===~~~~\"\"##IICC=\"\"\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"\".\"+\"\"\"\"\"\"\"\"\".\"\"\ny= 88 ~\"\"\"FFII=~==~~~.\"\"#\"\"#CC====================================\ny= 90 ~~\"\"II#~===~~~~.\"\"#\"\"#.\"\"\"\".\"\"\"\"\".=.\"\"\"\".\"\"\".\"\"+.\"\"\"PP\",,,,,\ny= 92 \"~~~II#~===~~~~\"\"\"#.\"#\"\"\"\"\"\"\"\"\"\"\".=\"\"\"\"\".\"\"\"\"\"\"+\"\"\"\"PP\",,,,,\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 ......#................\"\"RRR#RRR........\ny= 1 ...\"\".##\"\"\"\"\"\"...\"\"\"...\"\"RRR#RRR\"\"\".\"\"\".\ny= 2 ..\"\"\"\"\"#\"\"\"\"\"\"...\"\"\"\"\".\"\"RRR#RRR\"\"\".\"\"\".\ny= 3 ..\"\"\"\"\"#RRR\"\"\".\"\".\"\"\"\"\"\"\"k\"\"#.k\"\"\"\".\"\"\".\ny= 4 ..\"\"\"\"\"#RRR\"\"\".\"\"\".\"\"\"\"\"\"\"\"\"#...\"\".\"\"\"\".\ny= 5 ..\"\"\"\"\"#RRR\"\"..\"\"\".\"\"\"\"\"\"\"\"\"##....\"\"\"\"\".\ny= 6 ..\"\"\"\"\"##RRR+++++++++++++++++#RRR+++++++\ny= 7 ..\"\"\"\"..#RRR\"\"\"\"...\"\"\".......#RRR...+..R\ny= 8 \"\"\"\"\"...#RRR\"\"\"\"...\"\"\".......#RRR...+..R\ny= 9 \"\".\"\"...###########################.+..R\ny= 10 \"\"\"\"\"\"........RRR#RRR#RRR#RRR#=CCC#,CCCR\ny= 11 \"\"\"\"\"\"........RRR#RRR#RRR#RRR#=CCC#,CCCR\ny= 12 ..............RRR#RRR#RRR#RRR#=CCC#,CCCR\ny= 13 ....\"\"........RRR#######################\ny= 14 \"\"\".\"\"........RRR#FFF#RRR#RRR#=CCC#CCC#C\ny= 15 \"\"\"\"..........RRR#FFF#RRR#RRR#=CCC#CCC#C\ny= 16 \"\"\"\".\"\"\"..+...k..#FFF#RRR#RRR#=CCC#CCC#C\ny= 17 \"\"\".\"\"\"\"..+......#===#===#===#====#===#=\ny= 18 \"\"\".\"\"\"\"..+......#######################\ny= 19 \"\"\".\"\"\"\"..RRR.PPP#RRR#RRR#RRR#=RRR#RRR#R\ny= 20 ....\"\"\"\"..RRR.PPP#RRR#RRR#RRR#=RRR#RRR#R\ny= 21 ....\"\"\"\"..RRR#PPP#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 10,000.\nRESULTS OF YOUR LAST ACTIONS: OK park at (5,52): ok | OK tax rate set to 0% | OK funding set: road 0%, fire 0%, police 0% | OK zoom view at (0,0) next turn\nYOUR NOTES FROM LAST TURN: $2 remains after park. Keep taxes at 0% and departments at 0% until revenue is available; next turn check population, cash, and whether unpowered zones or industrial demand justify infrastructure.", "raw": "{\"thoughts\":\"Cash is insufficient for construction, while population must more than double before 1982. Raise taxes to the normal 7% immediately to generate revenue and support growth; leave departments unfunded for now so January costs do not exceed available cash.\",\"notes\":\"Tax raised to 7%; cash is only $2. At next turn check tax revenue, population growth, demand, and whether construction or power restoration is affordable.\",\"actions\":[{\"type\":\"tax\",\"rate\":7}]}", "routed_model": "openai/gpt-5.6-luna", "usage": {"prompt_tokens": 4527, "completion_tokens": 289, "total_tokens": 4816, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 4525, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.001626295, "upstream_inference_prompt_cost": 0.001244815, "upstream_inference_completions_cost": 0.00038148}, "completion_tokens_details": {"reasoning_tokens": 184, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.001626295, "latency_s": 3.86, "thoughts": "Cash is insufficient for construction, while population must more than double before 1982. Raise taxes to the normal 7% immediately to generate revenue and support growth; leave departments unfunded for now so January costs do not exceed available cash.", "notes": "Tax raised to 7%; cash is only $2. At next turn check tax revenue, population growth, demand, and whether construction or power restoration is affordable.", "actions": [{"type": "tax", "rate": 7}], "actions_dropped": 0, "results": ["OK tax rate set to 7%"], "state": {"population_now": 12500, "funds": 2, "score": 606, "tax": 0}, "info": {"unpowered_zones": 6, "zones_r": 157, "zones_c": 67, "zones_i": 94, "free_sites": 10}, "wall_s": 255.2} {"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: $2 tax rate 7% funding: road 0%, fire 0%, police 0%\n last January's budget: tax income $0, requested road $2,480, fire $700, police $1,600; cash flow $-4,780/yr\nPOPULATION: 12,420 now (official census 6,980, Town); residents 141, commerce 25, industry 35 (engine units)\nZONES: residential 157, commercial 67, industrial 94; 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): 606 / 1000 (change +172 at the last evaluation); approval 62%; top problems (share of citizens): pollution 12%, housing costs 8%, crime 5%\nAVERAGES (0-255, lower is better except land value): crime 22, pollution 51, traffic 0, land value 62\nSERVICES: coal plants 2, nuclear 3, police 16, fire stations 7, stadiums 1, seaports 1, airports 1; road tiles 2359, rail tiles 597; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 22); 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 x16: (0,63)* (5,76)* (10,40) (14,19) (18,52) (47,14) (48,3) (52,48) (56,44) (60,26) (74,6)* (77,6)* (83,55) (94,63) (102,31) (104,90); 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): (25,0) (29,0) (36,82) (64,6) (67,6) (70,6)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (51,85) (5,53) (7,19) (5,24) (5,56) (11,10) (2,31) (90,14) (84,6) (5,59)\nLARGE OPEN AREAS (top-left, size): (71,67) 22x22 (102,71) 18x18 (105,0) 15x15 (55,75) 14x14 (0,11) 10x10 (108,61) 10x10\nHOT SPOTS (value@tile range): crime: 134@(70-71,20-21) 134@(14-15,88-89) 132@(70-71,22-23); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15); traffic: 96@(52-53,72-73) 78@(76-77,42-43)\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 .\"\"#\"\"\".\"\".\"rrrr\"\"\"\".\"\"\"RRRRRRR\"\"\"\"\"..\"\"\"\"kkk\"\"\"#\".\"\"\"\"\"\"\"\"\"\ny= 2 .\"\"#RR\"\"\"\"\"\"rrrr\"\"\"\".\"\"\"PPRRRRR\"+\"\"++++\"\"\"kkk\"\"\"#\"\"\"\"\"\"\"..\"\"\ny= 4 .\"\"#RR\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"\"PPRRRRR++++++++\".\"\"\"\"\"CC#\"\"\"\"\"\"\"\"\"\".\ny= 6 .\"\"#RR++++++++#RR++RR+RRIIRRIIIIrrrrrPPPCC\"\"\"\"CC#CC.\"\"\"\"\"\"\".\ny= 8 \"\"\".RR#########RR#+RR#RRIIRRIIIIrrrrrPPPCC#######CC.\"\".\"\"\"..\ny= 10 \"\"\"....RRRRRRRRCC#CCRIIII#IIIIIIIIAAAAIIRRRR#RRRRRR....\"\"\"\"\"\ny= 12 ..\"....RRRRRRRRCC#CCRIIII#IIIIIIIIAAAAIIRRRR#RRRRRR##..\"\"\"\"\"\ny= 14 \"\"\"....RRFFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#,,,#RR,,II\"\"\"\"\"\ny= 16 \"\"\"\".+.k#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#===#RR==II\"\"\"\"\"\ny= 18 \"\"\"\".RRPPRRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRII\"\"\"\ny= 20 ..\"\".RRPPRRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRIIII\"\ny= 22 \"\"\"\"#RR##RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#####RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#kkk#RRRRkkk=RRII\"\"\"\ny= 26 \"RRR#RRRRRRRRRRRRRRRRRRII#IIIIPPIIIIIIIIRRRR#RRRRRRRRIIIIII\"\ny= 28 .RRR#RRRRRRRRRRRRRRRRRRII#IIIIPPIIIIIIIIRRRR#RRRRRRRRIIIIII~\ny= 30 .#RR#RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII###\"~\ny= 32 \"\"RR#RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII#EEE~\ny= 34 \"\"RR#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#EEE~\ny= 36 \"\"RR#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#\"~~~\ny= 38 \"\"RR####################################################~~~~\ny= 40 \"\"\"k=PPRRRRRRRR=RRRCCRRCC#CCRRRRRRRRRRRRRRRR############~~~~\ny= 42 \"\"\"\"=PPRRRRRRRR#RRRCCRRCC#CCRRRRRRRRRRRRRRRRIIIIIIIOOOI#~~~~\ny= 44 \"\"CC=RRRRRRRRRRCCCCCCCCCC#CCPPkkk=RRRRRRRR#kIIIIIIIOOOI~~~~~\ny= 46 \"\"CC###RRRRRRRRCCCCCCCCCC#CCPP####RRRRRRRR~~+~~~~~~~~~~~~~~~\ny= 48 .RRR#RRRRFFRRRRCCCCCCCCCC#PPCCRRFFRRRR#~#~~++~~~~~~~~~~~~~~~\ny= 50 #RRR#RRRRFFRRRRCCCCCCCCCC#PPCCRRFFRRRR~~#~~+\"\"~~~~~~~~~~~~~~\ny= 52 CCk.#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~~~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~+RPPSSS~~~~~~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#~~~~~RPPSSS~~~~~~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"\"\"\"~~~~~~~\"~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCCCCCCC#CCCC#~~~~~~~~\"\"\"k~~~~~~\"\"\"\".\"\"~~~~\ny= 62 PP.\"IIII#IIIIIICCCCCCCCCC#CC~~~~~~~~~~~~~~~~~~~PP\"\"\"\"...\"\"\"~\ny= 64 PP..IIII#IIIIIICCCCCC###=#~~~~~~~~~~~~~~~~~~~~\"PP\"\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC++~=#~~~~~~~~~~~~~~~~~\"\".\"+\"\"kkkk\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC#,++~=#~II~\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"+\".kkkk.\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~++~=#III\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"+\"\"kkkk\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~++~=#IIIII\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"+\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..\"\"IIII#IIIIIICC~~~IIEE=CC\"III\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"+\".\"\"\"\"\"..\"\".\ny= 76 \"\"PP#############~~~IIEE=CC\"\"\"\".\"\"\".\"......\"\"\"\"+.\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"PPIIII#IIIIII~~~+II####RR\"\"\"\".\"\"\".\"\"\"..\"\"\"\".\"+\"\"\"\"\"\"\"\"\"\"\"\"\ny= 80 \"\"\".IIII#IIIIII~~~+II#\"\"=#\"\".\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\"+\"\"\"\"\"\"\"\"\"\"\"\"\ny= 82 \"\"\"\"IIII#IIII~~~~~cc#II+=CC..\"\"..\"\".\"\".\"\"\"\"\"\"\"\"+\"\"\"\"\"\"\"..\"\"\"\ny= 84 .\"\"\"IIII#IIII~~~~\"ccIII##CC\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"+\"\"\"\"\".\"\"\".\"\"\ny= 86 ~\"\".FFII#===~~~~\"\"##IICC=\"\"\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"\".\"+\"\"\"\"\"\"\"\"\".\"\"\ny= 88 ~\"\"\"FFII=~==~~~.\"\"#\"\"#CC====================================\ny= 90 ~~\"\"II#~===~~~~.\"\"#\"\"#.\"\"\"\".\"\"\"\"\".=.\"\"\"\".\"\"\".\"\"+.\"\"\"PP\",,,,,\ny= 92 \"~~~II#~===~~~~\"\"\"#.\"#\"\"\"\"\"\"\"\"\"\"\".=\"\"\"\"\".\"\"\"\"\"\"+\"\"\"\"PP\",,,,,\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: Tax raised to 7%; cash is only $2. At next turn check tax revenue, population growth, demand, and whether construction or power restoration is affordable.", "raw": "{\"thoughts\":\"Cash is effectively exhausted, so construction is impossible this turn. Set taxes to 0% to maximize growth and preserve the existing population base through the recession; keep departments unfunded until January revenue arrives.\",\"notes\":\"Cash $2, no construction affordable. Tax 0% for growth; at next turn check January revenue, population, demand, and whether power restoration or new residential development can be funded.\",\"actions\":[{\"type\":\"tax\",\"rate\":0},{\"type\":\"zoom\",\"x\":0,\"y\":0}]}", "routed_model": "openai/gpt-5.6-luna", "usage": {"prompt_tokens": 3816, "completion_tokens": 289, "total_tokens": 4105, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 3814, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.00143077, "upstream_inference_prompt_cost": 0.00104929, "upstream_inference_completions_cost": 0.00038148}, "completion_tokens_details": {"reasoning_tokens": 175, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.00143077, "latency_s": 5.7, "thoughts": "Cash is effectively exhausted, so construction is impossible this turn. Set taxes to 0% to maximize growth and preserve the existing population base through the recession; keep departments unfunded until January revenue arrives.", "notes": "Cash $2, no construction affordable. Tax 0% for growth; at next turn check January revenue, population, demand, and whether power restoration or new residential development can be funded.", "actions": [{"type": "tax", "rate": 0}, {"type": "zoom", "x": 0, "y": 0}], "actions_dropped": 0, "results": ["OK tax rate set to 0%", "OK zoom view at (0,0) next turn"], "state": {"population_now": 12420, "funds": 2, "score": 606, "tax": 7}, "info": {"unpowered_zones": 6, "zones_r": 157, "zones_c": 67, "zones_i": 94, "free_sites": 10}, "wall_s": 261.1} {"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: $2 tax rate 0% funding: road 0%, fire 0%, police 0%\n last January's budget: tax income $0, requested road $2,480, fire $700, police $1,600; cash flow $-4,780/yr\nPOPULATION: 11,520 now (official census 6,980, Town); residents 128, commerce 24, industry 32 (engine units)\nZONES: residential 157, commercial 67, industrial 94; 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): 606 / 1000 (change +172 at the last evaluation); approval 62%; top problems (share of citizens): pollution 12%, housing costs 8%, crime 5%\nAVERAGES (0-255, lower is better except land value): crime 28, pollution 51, traffic 0, land value 62\nSERVICES: coal plants 2, nuclear 3, police 16, fire stations 7, stadiums 1, seaports 1, airports 1; road tiles 2369, rail tiles 597; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 28); 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 x16: (0,63)* (5,76)* (10,40) (14,19) (18,52) (47,14) (48,3) (52,48) (56,44) (60,26) (74,6)* (77,6)* (83,55) (94,63) (102,31) (104,90); 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): (25,0) (29,0) (36,82) (64,6) (67,6) (70,6)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (51,85) (5,53) (7,19) (5,24) (5,56) (11,10) (2,31) (90,14) (84,6) (5,59)\nLARGE OPEN AREAS (top-left, size): (71,67) 22x22 (102,71) 18x18 (105,0) 15x15 (55,75) 14x14 (0,11) 10x10 (108,61) 10x10\nHOT SPOTS (value@tile range): crime: 208@(26-27,64-65) 192@(28-29,66-67) 181@(72-73,24-25); 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 .\"\"#\"\"\".\"\".\"rrrr\"\"\"\".\"\"\"RRRRRRR\"\"\"\"\"..\"\"\"\"kkk\"\"\"#\".\"\"\"\"\"\"\"\"\"\ny= 2 .\"\"#RR\"\"\"\"\"\"rrrr\"\"\"\".\"\"\"PPRRRRR\"+\"\"++++\"\"\"kkk\"\"\"#\"\"\"\"\"\"\"..\"\"\ny= 4 .\"\"#RR\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"\"PPRRRRR++++++++\".\"\"\"\"\"CC#\"\"\"\"\"\"\"\"\"\".\ny= 6 .\"\"#RR++++++++#RR++RR+RRIIRRIIIIrrrrrPPPCC\"\"\"\"CC#CC.\"\"\"\"\"\"\".\ny= 8 \"\"\".RR#########RR#+RR#RRIIRRIIIIrrrrrPPPCC#######CC.\"\".\"\"\"..\ny= 10 \"\"\"....RRRRRRRRCC#CCRIIII#IIIIIIIIAAAAIIRRRR#RRRRRR....\"\"\"\"\"\ny= 12 ..\"....RRRRRRRRCC#CCRIIII#IIIIIIIIAAAAIIRRRR#RRRRRR##..\"\"\"\"\"\ny= 14 \"\"\"....RRFFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#,,,#RR,,II\"\"\"\"\"\ny= 16 \"\"\"\".+.k#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#===#RR==II\"\"\"\"\"\ny= 18 \"\"\"\".RRPPRRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRII\"\"\"\ny= 20 ..\"\".RRPPRRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRIIII\"\ny= 22 \"\"\"\"#RR##RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#####RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#kkk#RRRRkkk=RRII\"\"\"\ny= 26 \"RRR#RRRRRRRRRRRRRRRRRRII#IIIIPPIIIIIIIIRRRR#RRRRRRRRIIIIII\"\ny= 28 .RRR#RRRRRRRRRRRRRRRRRRII#IIIIPPIIIIIIIIRRRR#RRRRRRRRIIIIII~\ny= 30 .#RR#RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII###\"~\ny= 32 \"\"RR#RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII#EEE~\ny= 34 \"\"RR#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#EEE~\ny= 36 \"\"RR#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#\"~~~\ny= 38 \"\"RR####################################################~~~~\ny= 40 \"\"\"k=PPRRRRRRRR=RRRCCRRCC#CCRRRRRRRRRRRRRRRR############~~~~\ny= 42 \"\"\"\"=PPRRRRRRRR#RRRCCRRCC#CCRRRRRRRRRRRRRRRRIIIIIIIOOOI#~~~~\ny= 44 \"\"CC=RRRRRRRRRRCCCCCCCCCC#CCPPkkk=RRRRRRRR#kIIIIIIIOOOI~~~~~\ny= 46 \"\"CC###RRRRRRRRCCCCCCCCCC#CCPP####RRRRRRRR~~+~~~~~~~~~~~~~~~\ny= 48 .RRR#RRRRFFRRRRCCCCCCCCCC#PPCCRRFFRRRR#~#~~++~~~~~~~~~~~~~~~\ny= 50 #RRR#RRRRFFRRRRCCCCCCCCCC#PPCCRRFFRRRR~~#~~+\"\"~~~~~~~~~~~~~~\ny= 52 CCk.#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~~~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~+RPPSSS~~~~~~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#~~~~~RPPSSS~~~~~~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"\"\"\"~~~~~~~\"~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCCCCCCC#CCCC#~~~~~~~~\"\"\"k~~~~~~\"\"\"\".\"\"~~~~\ny= 62 PP.\"IIII#IIIIIICCCCCCCCCC#CC~~~~~~~~~~~~~~~~~~~PP\"\"\"\"...\"\"\"~\ny= 64 PP..IIII#IIIIIICCCCCC###=#~~~~~~~~~~~~~~~~~~~~\"PP\"\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC++~=#~~~~~~~~~~~~~~~~~\"\".\"+\"\"kkkk\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC#,++~=#~II~\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"+\".kkkk.\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~++~=#III\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"+\"\"kkkk\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~++~=#IIIII\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"+\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..\"\"IIII#IIIIIICC~~~IIEE=CC\"III\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"+\".\"\"\"\"\"..\"\".\ny= 76 \"\"PP#############~~~IIEE=CC\"\"\"\".\"\"\".\"......\"\"\"\"+.\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"PPIIII#IIIIII~~~+II####RR\"\"\"\".\"\"\".\"\"\"..\"\"\"\".\"+\"\"\"\"\"\"\"\"\"\"\"\"\ny= 80 \"\"\".IIII#IIIIII~~~+II#\"\"=#\"\".\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\"+\"\"\"\"\"\"\"\"\"\"\"\"\ny= 82 \"\"\"\"IIII#IIII~~~~~cc#II+=CC..\"\"..\"\".\"\".\"\"\"\"\"\"\"\"+\"\"\"\"\"\"\"..\"\"\"\ny= 84 .\"\"\"IIII#IIII~~~~\"ccIII##CC\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"+\"\"\"\"\".\"\"\".\"\"\ny= 86 ~\"\".FFII#===~~~~\"\"##IICC=\"\"\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"\".\"+\"\"\"\"\"\"\"\"\".\"\"\ny= 88 ~\"\"\"FFII=~==~~~.\"\"#\"\"#CC====================================\ny= 90 ~~\"\"II#~===~~~~.\"\"#\"\"#.\"\"\"\".\"\"\"\"\".=.\"\"\"\".\"\"\".\"\"+.\"\"\"PP\",,,,,\ny= 92 \"~~~II#~===~~~~\"\"\"#.\"#\"\"\"\"\"\"\"\"\"\"\".=\"\"\"\"\".\"\"\"\"\"\"+\"\"\"\"PP\",,,,,\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 ......#................\"\"RRR#RRR........\ny= 1 ...\"\".##\"\"\"\"\"\"...\"\"\"...\"\"RRR#RRR\"\"\".\"\"\".\ny= 2 ..\"\"\"\"\"#\"\"\"\"\"\"...\"\"\"\"\".\"\"RRR#RRR\"\"\".\"\"\".\ny= 3 ..\"\"\"\"\"#RRR\"\"\".\"\".\"\"\"\"\"\"\"k\"\"#.k\"\"\"\".\"\"\".\ny= 4 ..\"\"\"\"\"#RRR\"\"\".\"\"\".\"\"\"\"\"\"\"\"\"#...\"\".\"\"\"\".\ny= 5 ..\"\"\"\"\"#RRR\"\"..\"\"\".\"\"\"\"\"\"\"\"\"##....\"\"\"\"\".\ny= 6 ..\"\"\"\"\"##RRR+++++++++++++++++#RRR+++++++\ny= 7 ..\"\"\"\"..#RRR\"\"\"\"...\"\"\".......#RRR...+..R\ny= 8 \"\"\"\"\"...#RRR\"\"\"\"...\"\"\".......#RRR...+..R\ny= 9 \"\".\"\"...###########################.+..R\ny= 10 \"\"\"\"\"\"........RRR#RRR#RRR#RRR#=CCC#,CCCR\ny= 11 \"\"\"\"\"\"........RRR#RRR#RRR#RRR#=CCC#,CCCR\ny= 12 ..............RRR#RRR#RRR#RRR#=CCC#,CCCR\ny= 13 ....\"\"........RRR#######################\ny= 14 \"\"\".\"\"........RRR#FFF#RRR#RRR#=CCC#CCC#C\ny= 15 \"\"\"\"..........RRR#FFF#RRR#RRR#=CCC#CCC#C\ny= 16 \"\"\"\".\"\"\"..+...k..#FFF#RRR#RRR#=CCC#CCC#C\ny= 17 \"\"\".\"\"\"\"..+......#===#===#===#====#===#=\ny= 18 \"\"\".\"\"\"\"..+......#######################\ny= 19 \"\"\".\"\"\"\"..RRR.PPP#RRR#RRR#RRR#=RRR#RRR#R\ny= 20 ....\"\"\"\"..RRR.PPP#RRR#RRR#RRR#=RRR#RRR#R\ny= 21 ....\"\"\"\"..RRR#PPP#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 0% | OK zoom view at (0,0) next turn\nYOUR NOTES FROM LAST TURN: Cash $2, no construction affordable. Tax 0% for growth; at next turn check January revenue, population, demand, and whether power restoration or new residential development can be funded.", "raw": "{\"thoughts\":\"With only $2, construction is impossible this turn. I will restore a moderate tax rate so January can provide revenue while keeping all department funding at zero to avoid another unaffordable annual deficit; then use the cash for power and residential recovery.\",\"notes\":\"Tax set to 7%; funding remains 0% to preserve cash. Next turn check January revenue, population, demand, and unpowered zones before prioritizing power or housing.\",\"actions\":[{\"type\":\"tax\",\"rate\":7}]}", "routed_model": "openai/gpt-5.6-luna", "usage": {"prompt_tokens": 4456, "completion_tokens": 317, "total_tokens": 4773, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 4454, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.00164373, "upstream_inference_prompt_cost": 0.00122529, "upstream_inference_completions_cost": 0.00041844}, "completion_tokens_details": {"reasoning_tokens": 208, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.00164373, "latency_s": 4.1, "thoughts": "With only $2, construction is impossible this turn. I will restore a moderate tax rate so January can provide revenue while keeping all department funding at zero to avoid another unaffordable annual deficit; then use the cash for power and residential recovery.", "notes": "Tax set to 7%; funding remains 0% to preserve cash. Next turn check January revenue, population, demand, and unpowered zones before prioritizing power or housing.", "actions": [{"type": "tax", "rate": 7}], "actions_dropped": 0, "results": ["OK tax rate set to 7%"], "state": {"population_now": 11520, "funds": 2, "score": 606, "tax": 0}, "info": {"unpowered_zones": 6, "zones_r": 157, "zones_c": 67, "zones_i": 94, "free_sites": 10}, "wall_s": 265.4} {"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: $315 tax rate 7% funding: road 0%, fire 0%, police 0%\n last January's budget: tax income $313, requested road $2,496, fire $700, police $1,600; cash flow $-4,483/yr\nPOPULATION: 9,860 now (official census 10,040, City); residents 117, commerce 19, industry 28 (engine units)\nZONES: residential 157, commercial 67, industrial 94; 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): 687 / 1000 (change +81 at the last evaluation); approval 65%; top problems (share of citizens): taxes 10%, pollution 8%, crime 7%, housing costs 6%\nAVERAGES (0-255, lower is better except land value): crime 27, pollution 48, traffic 2, land value 61\nSERVICES: coal plants 2, nuclear 3, police 16, fire stations 7, stadiums 1, seaports 1, airports 1; road tiles 2359, rail tiles 597; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 27); 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 x16: (0,63)* (5,76)* (10,40) (14,19) (18,52) (47,14) (48,3) (52,48) (56,44) (60,26) (74,6)* (77,6)* (83,55) (94,63) (102,31) (104,90); 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): (25,0) (29,0) (36,82) (64,6) (67,6) (70,6)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (51,85) (5,53) (7,19) (5,24) (5,56) (11,10) (2,31) (90,14) (84,6) (5,59)\nLARGE OPEN AREAS (top-left, size): (71,67) 22x22 (102,71) 18x18 (105,0) 15x15 (55,75) 14x14 (0,11) 10x10 (108,61) 10x10\nHOT SPOTS (value@tile range): crime: 202@(26-27,64-65) 186@(28-29,66-67) 181@(72-73,24-25); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15); traffic: 124@(68-69,46-47) 124@(28-29,58-59) 122@(8-9,50-51)\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 .\"\"#\"\"\".\"\".\"rrrr\"\"\"\".\"\"\"RRRRRRR\"\"\"\"\"..\"\"\"\"kkk\"\"\"#\".\"\"\"\"\"\"\"\"\"\ny= 2 .\"\"#RR\"\"\"\"\"\"rrrr\"\"\"\".\"\"\"PPRRRRR\"+\"\"++++\"\"\"kkk\"\"\"#\"\"\"\"\"\"\"..\"\"\ny= 4 .\"\"#RR\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"\"PPRRRRR++++++++\".\"\"\"\"\"CC#\"\"\"\"\"\"\"\"\"\".\ny= 6 .\"\"#RR++++++++#RR++RR+RRIIRRIIIIrrrrrPPPCC\"\"\"\"CC#CC.\"\"\"\"\"\"\".\ny= 8 \"\"\".RR#########RR#+RR#RRIIRRIIIIrrrrrPPPCC#######CC.\"\".\"\"\"..\ny= 10 \"\"\"....RRRRRRRRCC#CCRIIII#IIIIIIIIAAAAIIRRRR#RRRRRR....\"\"\"\"\"\ny= 12 ..\"....RRRRRRRRCC#CCRIIII#IIIIIIIIAAAAIIRRRR#RRRRRR##..\"\"\"\"\"\ny= 14 \"\"\"....RRFFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#,,,#RR,,II\"\"\"\"\"\ny= 16 \"\"\"\".+.k#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#===#RR==II\"\"\"\"\"\ny= 18 \"\"\"\".RRPPRRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRII\"\"\"\ny= 20 ..\"\".RRPPRRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRIIII\"\ny= 22 \"\"\"\"#RR##RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#####RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#kkk#RRRRkkk=RRII\"\"\"\ny= 26 \"RRR#RRRRRRRRRRRRRRRRRRII#IIIIPPIIIIIIIIRRRR#RRRRRRRRIIIIII\"\ny= 28 .RRR#RRRRRRRRRRRRRRRRRRII#IIIIPPIIIIIIIIRRRR#RRRRRRRRIIIIII~\ny= 30 .#RR#RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII###\"~\ny= 32 \"\"RR#RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII#EEE~\ny= 34 \"\"RR#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#EEE~\ny= 36 \"\"RR#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#\"~~~\ny= 38 \"\"RR####################################################~~~~\ny= 40 \"\"\"k=PPRRRRRRRR=RRRCCRRCC#CCRRRRRRRRRRRRRRRR############~~~~\ny= 42 \"\"\"\"=PPRRRRRRRR#RRRCCRRCC#CCRRRRRRRRRRRRRRRRIIIIIIIOOOI#~~~~\ny= 44 \"\"CC=RRRRRRRRRRCCCCCCCCCC#CCPPkkk=RRRRRRRR#kIIIIIIIOOOI~~~~~\ny= 46 \"\"CC###RRRRRRRRCCCCCCCCCC#CCPP####RRRRRRRR~~+~~~~~~~~~~~~~~~\ny= 48 .RRR#RRRRFFRRRRCCCCCCCCCC#PPCCRRFFRRRR#~#~~++~~~~~~~~~~~~~~~\ny= 50 #RRR#RRRRFFRRRRCCCCCCCCCC#PPCCRRFFRRRR~~#~~+\"\"~~~~~~~~~~~~~~\ny= 52 CCk.#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~~~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~+RPPSSS~~~~~~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#~~~~~RPPSSS~~~~~~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"\"\"\"~~~~~~~\"~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCCCCCCC#CCCC#~~~~~~~~\"\"\"k~~~~~~\"\"\"\".\"\"~~~~\ny= 62 PP.\"IIII#IIIIIICCCCCCCCCC#CC~~~~~~~~~~~~~~~~~~~PP\"\"\"\"...\"\"\"~\ny= 64 PP..IIII#IIIIIICCCCCC###=#~~~~~~~~~~~~~~~~~~~~\"PP\"\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC++~=#~~~~~~~~~~~~~~~~~\"\".\"+\"\"kkkk\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC#,++~=#~II~\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"+\".kkkk.\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~++~=#III\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"+\"\"kkkk\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~++~=#IIIII\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"+\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..\"\"IIII#IIIIIICC~~~IIEE=CC\"III\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"+\".\"\"\"\"\"..\"\".\ny= 76 \"\"PP#############~~~IIEE=CC\"\"\"\".\"\"\".\"......\"\"\"\"+.\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"PPIIII#IIIIII~~~+II####RR\"\"\"\".\"\"\".\"\"\"..\"\"\"\".\"+\"\"\"\"\"\"\"\"\"\"\"\"\ny= 80 \"\"\".IIII#IIIIII~~~+II#\"\"=#\"\".\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\"+\"\"\"\"\"\"\"\"\"\"\"\"\ny= 82 \"\"\"\"IIII#IIII~~~~~cc#II+=CC..\"\"..\"\".\"\".\"\"\"\"\"\"\"\"+\"\"\"\"\"\"\"..\"\"\"\ny= 84 .\"\"\"IIII#IIII~~~~\"ccIII##CC\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"+\"\"\"\"\".\"\"\".\"\"\ny= 86 ~\"\".FFII#===~~~~\"\"##IICC=\"\"\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"\".\"+\"\"\"\"\"\"\"\"\".\"\"\ny= 88 ~\"\"\"FFII=~==~~~.\"\"#\"\"#CC====================================\ny= 90 ~~\"\"II#~===~~~~.\"\"#\"\"#.\"\"\"\".\"\"\"\"\".=.\"\"\"\".\"\"\".\"\"+.\"\"\"PP\",,,,,\ny= 92 \"~~~II#~===~~~~\"\"\"#.\"#\"\"\"\"\"\"\"\"\"\"\".=\"\"\"\"\".\"\"\"\"\"\"+\"\"\"\"PP\",,,,,\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: Tax set to 7%; funding remains 0% to preserve cash. Next turn check January revenue, population, demand, and unpowered zones before prioritizing power or housing.", "raw": "{\"thoughts\":\"The city is severely depopulated, but funds allow only a few targeted actions. Set taxes to 0% to encourage growth and add three residential zones beside existing roads and services, prioritizing the central neighborhoods; avoid spending on departments or expansion this turn.\",\"notes\":\"Tax lowered to 0%; three residential infill sites added. Reassess population, demand, and cash next turn; preserve funds for power connections or further infill.\",\"actions\":[{\"type\":\"tax\",\"rate\":0},{\"type\":\"zone\",\"zone\":\"residential\",\"x\":5,\"y\":53},{\"type\":\"zone\",\"zone\":\"residential\",\"x\":7,\"y\":19},{\"type\":\"zone\",\"zone\":\"residential\",\"x\":5,\"y\":24}]}", "routed_model": "openai/gpt-5.6-luna", "usage": {"prompt_tokens": 3834, "completion_tokens": 570, "total_tokens": 4404, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 3832, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.00180664, "upstream_inference_prompt_cost": 0.00105424, "upstream_inference_completions_cost": 0.0007524}, "completion_tokens_details": {"reasoning_tokens": 408, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.00180664, "latency_s": 4.91, "thoughts": "The city is severely depopulated, but funds allow only a few targeted actions. Set taxes to 0% to encourage growth and add three residential zones beside existing roads and services, prioritizing the central neighborhoods; avoid spending on departments or expansion this turn.", "notes": "Tax lowered to 0%; three residential infill sites added. Reassess population, demand, and cash next turn; preserve funds for power connections or further infill.", "actions": [{"type": "tax", "rate": 0}, {"type": "zone", "zone": "residential", "x": 5, "y": 53}, {"type": "zone", "zone": "residential", "x": 7, "y": 19}, {"type": "zone", "zone": "residential", "x": 5, "y": 24}], "actions_dropped": 0, "results": ["OK tax rate set to 0%", "OK residential x1: 1 placed; (5,53) ok", "OK residential x1: 1 placed; (7,19) ok", "OK residential x1: 1 placed; (5,24) ok"], "state": {"population_now": 9860, "funds": 315, "score": 687, "tax": 7}, "info": {"unpowered_zones": 6, "zones_r": 157, "zones_c": 67, "zones_i": 94, "free_sites": 10}, "wall_s": 270.4} {"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: $6 tax rate 0% funding: road 0%, fire 0%, police 0%\n last January's budget: tax income $313, requested road $2,496, fire $700, police $1,600; cash flow $-4,483/yr\nPOPULATION: 8,560 now (official census 10,040, City); residents 108, commerce 18, industry 22 (engine units)\nZONES: residential 160, commercial 67, industrial 94; unpowered zones: 7\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): 687 / 1000 (change +81 at the last evaluation); approval 65%; top problems (share of citizens): taxes 10%, pollution 8%, crime 7%, housing costs 6%\nAVERAGES (0-255, lower is better except land value): crime 27, pollution 46, traffic 2, land value 64\nSERVICES: coal plants 2, nuclear 3, police 16, fire stations 7, stadiums 1, seaports 1, airports 1; road tiles 2349, rail tiles 597; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 27); 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 x16: (0,63)* (5,76)* (10,40) (14,19) (18,52) (47,14) (48,3) (52,48) (56,44) (60,26) (74,6)* (77,6)* (83,55) (94,63) (102,31) (104,90); 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): (5,53) (25,0) (29,0) (36,82) (64,6) (67,6) (70,6)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (51,85) (5,56) (11,10) (2,31) (90,14) (84,6) (5,59) (34,85) (5,62) (8,10)\nLARGE OPEN AREAS (top-left, size): (66,67) 22x22 (100,71) 18x18 (105,0) 15x15 (54,77) 12x12 (107,61) 10x10 (0,10) 9x9\nHOT SPOTS (value@tile range): crime: 202@(26-27,64-65) 186@(28-29,66-67) 181@(72-73,24-25); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15); traffic: 102@(28-29,58-59) 102@(26-27,58-59) 62@(52-53,72-73)\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 .\"\"#\"\"\".\"\".\"rrrr\"\"\"\".\"\"\"RRRRRRR\"\"\"\"\"..\"\"\"\"kkk\"\"\"#\".\"\"\"\"\"\"\"\"\"\ny= 2 .\"\"#RR\"\"\"\"\"\"rrrr\"\"\"\".\"\"\"PPRRRRR\"+\"\"++++\"\"\"kkk\"\"\"#\"\"\"\"\"\"\"..\"\"\ny= 4 .\"\"#RR\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"\"PPRRRRR++++++++\".\"\"\"\"\"CC#\"\"\"\"\"\"\"\"\"\".\ny= 6 .\"\"#RR++++++++#RR++RR+RRIIRRIIIIrrrrrPPPCC\"\"\"\"CC#CC.\"\"\"\"\"\"\".\ny= 8 \"\"\".RR#########RR#+RR#RRIIRRIIIIrrrrrPPPCC#######CC.\"\".\"\"\"..\ny= 10 \"\"\"....RRRRRRRRCC#CCRIIII#IIIIIIIIAAAAIIRRRR#RRRRRR....\"\"\"\"\"\ny= 12 ..\"....RRRRRRRRCC#CCRIIII#IIIIIIIIAAAAIIRRRR#RRRRRR##..\"\"\"\"\"\ny= 14 \"\"\"....RRFFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#,,,#RR,,II\"\"\"\"\"\ny= 16 \"\"\"\".+.k#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#===#RR==II\"\"\"\"\"\ny= 18 \"\"\"RRRRPPRRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRII\"\"\"\ny= 20 ..\"RRRRPPRRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRIIII\"\ny= 22 \"\"\"\"#RR##RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#####RRRR####RR##II\"\ny= 24 \"\"RR#RRk#RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#kkk#RRRRkkk=RRII\"\"\"\ny= 26 \"RRR#RRRRRRRRRRRRRRRRRRII#IIIIPPIIIIIIIIRRRR#RRRRRRRRIIIIII\"\ny= 28 .RRR#RRRRRRRRRRRRRRRRRRII#IIIIPPIIIIIIIIRRRR#RRRRRRRRIIIIII~\ny= 30 .#RR#RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII###\"~\ny= 32 \"\"RR#RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII#EEE~\ny= 34 \"\"RR#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#EEE~\ny= 36 \"\"RR#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#\"~~~\ny= 38 \"\"RR####################################################~~~~\ny= 40 \"\"\"k=PPRRRRRRRR=RRRCCRRCC#CCRRRRRRRRRRRRRRRR############~~~~\ny= 42 \"\"\"\"=PPRRRRRRRR#RRRCCRRCC#CCRRRRRRRRRRRRRRRRIIIIIIIOOOI#~~~~\ny= 44 \"\"CC=RRRRRRRRRRCCCCCCCCCC#CCPPkkk=RRRRRRRR#kIIIIIIIOOOI~~~~~\ny= 46 \"\"CC###RRRRRRRRCCCCCCCCCC#CCPP####RRRRRRRR~~+~~~~~~~~~~~~~~~\ny= 48 .RRR#RRRRFFRRRRCCCCCCCCCC#PPCCRRFFRRRR#~#~~++~~~~~~~~~~~~~~~\ny= 50 #RRR#RRRRFFRRRRCCCCCCCCCC#PPCCRRFFRRRR~~#~~+\"\"~~~~~~~~~~~~~~\ny= 52 CCrr#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~~~~~~~~~~~\ny= 54 CCrr###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~+RPPSSS~~~~~~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#~~~~~RPPSSS~~~~~~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"\"\"\"~~~~~~~\"~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCCCCCCC#CCCC#~~~~~~~~\"\"\"k~~~~~~\"\"\"\".\"\"~~~~\ny= 62 PP.\"IIII#IIIIIICCCCCCCCCC#CC~~~~~~~~~~~~~~~~~~~PP\"\"\"\"...\"\"\"~\ny= 64 PP..IIII#IIIIIICCCCCC###=##~~~~~~~~~~~~~~~~~~~\"PP\"\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC++~=#~~~~~~~~~~~~~~~~~\"\".\"+\"\"kkkk\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC#,++~=##II~\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"+\".kkkk.\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~++~=#III\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"+\"\"kkkk\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~++~=#IIIII\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"+\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..\"\"IIII#IIIIIICC~~~IIEE=CC\"III\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"+\".\"\"\"\"\"..\"\".\ny= 76 \"\"PP#############~~~IIEE=CC\"\"\"\".\"\"\".\"......\"\"\"\"+.\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"PPIIII#IIIIII~~~+II####RR\"\"\"\".\"\"\".\"\"\"..\"\"\"\".\"+\"\"\"\"\"\"\"\"\"\"\"\"\ny= 80 \"\"\".IIII#IIIIII~~~+II#\"\"=#\"\".\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\"+\"\"\"\"\"\"\"\"\"\"\"\"\ny= 82 \"\"\"\"IIII#IIII~~~~~cc#II+=CC..\"\"..\"\".\"\".\"\"\"\"\"\"\"\"+\"\"\"\"\"\"\"..\"\"\"\ny= 84 .\"\"\"IIII#IIII~~~~\"ccIII##CC\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"+\"\"\"\"\".\"\"\".\"\"\ny= 86 ~\"\".FFII#===~~~~\"\"##IICC=\"\"\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"\".\"+\"\"\"\"\"\"\"\"\".\"\"\ny= 88 ~\"\"\"FFII=~==~~~.\"\"#\"\"#CC====================================\ny= 90 ~~\"\"II#~===~~~~.\"\"#\"\"#.\"\"\"\".\"\"\"\"\".=.\"\"\"\".\"\"\".\"\"+.\"\"\"PP\",,,,,\ny= 92 \"~~~II#~===~~~~\"\"\"#.\"#\"\"\"\"\"\"\"\"\"\"\".=\"\"\"\"\".\"\"\"\"\"\"+\"\"\"\"PP\",,,,,\ny= 94 \".~~II#~===~~~\"\"\"\"#\"\"#\"\"\"\"\"\"\".\"\"\"\"=\"\"\"\"\"\"\"\"\"\"\"\"++++++NNNNNNN\ny= 96 \".\"\"II#~==~~~~\"\"\"\"#.\"#\"...\"\"\".\"\"\"\"=\"\"\".\"\"\"\".\"\".\"\"\"\"\"\"NNNNNNN\ny= 98 \"\"\"\"###+=+++++++++#++#++++++++++++=++++++++++++++++++NNNNNNN\n\nEVENTS SINCE LAST TURN: Population has reached 2,000.\nRESULTS OF YOUR LAST ACTIONS: OK tax rate set to 0% | OK residential x1: 1 placed; (5,53) ok | OK residential x1: 1 placed; (7,19) ok | OK residential x1: 1 placed; (5,24) ok\nYOUR NOTES FROM LAST TURN: Tax lowered to 0%; three residential infill sites added. Reassess population, demand, and cash next turn; preserve funds for power connections or further infill.", "raw": "{\"thoughts\":\"Funds are nearly exhausted and demand is severely negative, so new development is unlikely before the deadline. I will preserve the 0% tax that supports growth and spend the remaining cash attempting to connect the isolated residential zone at (5,53) to the nearby power network; keeping services unfunded is unavoidable.\",\"notes\":\"Cash about $1 after the power connection attempt. Recheck whether (5,53) powered and whether population rises by the final turn; do not spend further unless revenue arrives.\",\"actions\":[{\"type\":\"tax\",\"rate\":0},{\"type\":\"power_line\",\"x1\":4,\"y1\":54,\"x2\":5,\"y2\":54},{\"type\":\"funding\",\"road\":0,\"fire\":0,\"police\":0}]}", "routed_model": "openai/gpt-5.6-luna", "usage": {"prompt_tokens": 3893, "completion_tokens": 680, "total_tokens": 4573, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 3891, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.001968065, "upstream_inference_prompt_cost": 0.001070465, "upstream_inference_completions_cost": 0.0008976}, "completion_tokens_details": {"reasoning_tokens": 516, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.001968065, "latency_s": 8.93, "thoughts": "Funds are nearly exhausted and demand is severely negative, so new development is unlikely before the deadline. I will preserve the 0% tax that supports growth and spend the remaining cash attempting to connect the isolated residential zone at (5,53) to the nearby power network; keeping services unfunded is unavoidable.", "notes": "Cash about $1 after the power connection attempt. Recheck whether (5,53) powered and whether population rises by the final turn; do not spend further unless revenue arrives.", "actions": [{"type": "tax", "rate": 0}, {"type": "power_line", "x1": 4, "y1": 54, "x2": 5, "y2": 54}, {"type": "funding", "road": 0, "fire": 0, "police": 0}], "actions_dropped": 0, "results": ["OK tax rate set to 0%", "OK power_line (4,54)->(5,54): 1/2 tiles ok, $5; 1 blocked by residential e.g. (5, 54)", "OK funding set: road 0%, fire 0%, police 0%"], "state": {"population_now": 8560, "funds": 6, "score": 687, "tax": 0}, "info": {"unpowered_zones": 7, "zones_r": 160, "zones_c": 67, "zones_i": 94, "free_sites": 10}, "wall_s": 279.5} {"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: $1 tax rate 0% funding: road 0%, fire 0%, police 0%\n last January's budget: tax income $313, requested road $2,496, fire $700, police $1,600; cash flow $-4,483/yr\nPOPULATION: 8,220 now (official census 10,040, City); residents 99, commerce 18, industry 21 (engine units)\nZONES: residential 160, commercial 67, industrial 94; unpowered zones: 7\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): 687 / 1000 (change +81 at the last evaluation); approval 65%; top problems (share of citizens): taxes 10%, pollution 8%, crime 7%, housing costs 6%\nAVERAGES (0-255, lower is better except land value): crime 26, pollution 46, traffic 2, land value 64\nSERVICES: coal plants 2, nuclear 3, police 16, fire stations 7, stadiums 1, seaports 1, airports 1; road tiles 2349, rail tiles 597; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 26); 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 x16: (0,63)* (5,76)* (10,40) (14,19) (18,52) (47,14) (48,3) (52,48) (56,44) (60,26) (74,6)* (77,6)* (83,55) (94,63) (102,31) (104,90); 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): (5,53) (25,0) (29,0) (36,82) (64,6) (67,6) (70,6)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (51,85) (5,56) (11,10) (2,31) (90,14) (84,6) (5,59) (34,85) (5,62) (8,10)\nLARGE OPEN AREAS (top-left, size): (69,67) 22x22 (95,71) 18x18 (105,0) 15x15 (55,75) 14x14 (107,61) 10x10 (0,10) 9x9\nHOT SPOTS (value@tile range): crime: 202@(26-27,64-65) 186@(28-29,66-67) 180@(70-71,22-23); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15); traffic: 76@(28-29,58-59) 76@(26-27,58-59)\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 .\"\"#\"\"\".\"\".\"rrrr\"\"\"\".\"\"\"RRRRRRR\"\"\"\"\"..\"\"\"\"kkk\"\"\"#\".\"\"\"\"\"\"\"\"\"\ny= 2 .\"\"#RR\"\"\"\"\"\"rrrr\"\"\"\".\"\"\"PPRRRRR\"+\"\"++++\"\"\"kkk\"\"\"#\"\"\"\"\"\"\"..\"\"\ny= 4 .\"\"#RR\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"\"PPRRRRR++++++++\".\"\"\"\"\"CC#\"\"\"\"\"\"\"\"\"\".\ny= 6 .\"\"#RR++++++++#RR++RR+RRIIRRIIIIrrrrrPPPCC\"\"\"\"CC#CC.\"\"\"\"\"\"\".\ny= 8 \"\"\".RR#########RR#+RR#RRIIRRIIIIrrrrrPPPCC#######CC.\"\".\"\"\"..\ny= 10 \"\"\"....RRRRRRRRCC#CCRIIII#IIIIIIIIAAAAIIRRRR#RRRRRR....\"\"\"\"\"\ny= 12 ..\"....RRRRRRRRCC#CCRIIII#IIIIIIIIAAAAIIRRRR#RRRRRR##..\"\"\"\"\"\ny= 14 \"\"\"....RRFFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#,,,#RR,,II\"\"\"\"\"\ny= 16 \"\"\"\".+.k#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#===#RR==II\"\"\"\"\"\ny= 18 \"\"\"RRRRPPRRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRII\"\"\"\ny= 20 ..\"RRRRPPRRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRIIII\"\ny= 22 \"\"\"\"#RR##RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#####RRRR####RR##II\"\ny= 24 \"\"RR#RRk#RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#kkk#RRRRkkk=RRII\"\"\"\ny= 26 \"RRR#RRRRRRRRRRRRRRRRRRII#IIIIPPIIIIIIIIRRRR#RRRRRRRRIIIIII\"\ny= 28 .RRR#RRRRRRRRRRRRRRRRRRII#IIIIPPIIIIIIIIRRRR#RRRRRRRRIIIIII~\ny= 30 .#RR#RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII###\"~\ny= 32 \"\"RR#RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII#EEE~\ny= 34 \"\"RR#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#EEE~\ny= 36 \"\"RR#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#\"~~~\ny= 38 \"\"RR####################################################~~~~\ny= 40 \"\"\"k=PPRRRRRRRR=RRRCCRRCC#CCRRRRRRRRRRRRRRRR############~~~~\ny= 42 \"\"\"\"=PPRRRRRRRR#RRRCCRRCC#CCRRRRRRRRRRRRRRRRIIIIIIIOOOI#~~~~\ny= 44 \"\"CC=RRRRRRRRRRCCCCCCCCCC#CCPPkkk=RRRRRRRR#kIIIIIIIOOOI~~~~~\ny= 46 \"\"CC###RRRRRRRRCCCCCCCCCC#CCPP####RRRRRRRR~~+~~~~~~~~~~~~~~~\ny= 48 .RRR#RRRRFFRRRRCCCCCCCCCC#PPCCRRFFRRRR#~#~~++~~~~~~~~~~~~~~~\ny= 50 #RRR#RRRRFFRRRRCCCCCCCCCC#PPCCRRFFRRRR~~#~~+\"\"~~~~~~~~~~~~~~\ny= 52 CCrr#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~~~~~~~~~~~\ny= 54 CCrr###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~+RPPSSS~~~~~~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#~~~~~RPPSSS~~~~~~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"\"\"\"~~~~~~~\"~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCCCCCCC#CCCC#~~~~~~~~\"\"\"k~~~~~~\"\"\"\".\"\"~~~~\ny= 62 PP.\"IIII#IIIIIICCCCCCCCCC#CC~~~~~~~~~~~~~~~~~~~PP\"\"\"\"...\"\"\"~\ny= 64 PP..IIII#IIIIIICCCCCC###=#~~~~~~~~~~~~~~~~~~~~\"PP\"\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC++~=#~~~~~~~~~~~~~~~~~\"\".\"+\"\"kkkk\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC#,++~=#~II~\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"+\".kkkk.\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~++~=#III\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"+\"\"kkkk\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~++~=#IIIII\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"+\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..\"\"IIII#IIIIIICC~~~IIEE=CC\"III\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"+\".\"\"\"\"\"..\"\".\ny= 76 \"\"PP#############~~~IIEE=CC\"\"\"\".\"\"\".\"......\"\"\"\"+.\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"PPIIII#IIIIII~~~+II####RR\"\"\"\".\"\"\".\"\"\"..\"\"\"\".\"+\"\"\"\"\"\"\"\"\"\"\"\"\ny= 80 \"\"\".IIII#IIIIII~~~+II#\"\"=#\"\".\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\"+\"\"\"\"\"\"\"\"\"\"\"\"\ny= 82 \"\"\"\"IIII#IIII~~~~~cc#II+=CC..\"\"..\"\".\"\".\"\"\"\"\"\"\"\"+\"\"\"\"\"\"\"..\"\"\"\ny= 84 .\"\"\"IIII#IIII~~~~\"ccIII##CC\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"+\"\"\"\"\".\"\"\".\"\"\ny= 86 ~\"\".FFII#===~~~~\"\"##IICC=\"\"\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"\".\"+\"\"\"\"\"\"\"\"\".\"\"\ny= 88 ~\"\"\"FFII=~==~~~.\"\"#\"\"#CC====================================\ny= 90 ~~\"\"II#~===~~~~.\"\"#\"\"#.\"\"\"\".\"\"\"\"\".=.\"\"\"\".\"\"\".\"\"+.\"\"\"PP\",,,,,\ny= 92 \"~~~II#~===~~~~\"\"\"#.\"#\"\"\"\"\"\"\"\"\"\"\".=\"\"\"\"\".\"\"\"\"\"\"+\"\"\"\"PP\",,,,,\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 (4,54)->(5,54): 1/2 tiles ok, $5; 1 blocked by residential e.g. (5, 54) | OK funding set: road 0%, fire 0%, police 0%\nYOUR NOTES FROM LAST TURN: Cash about $1 after the power connection attempt. Recheck whether (5,53) powered and whether population rises by the final turn; do not spend further unless revenue arrives.", "raw": "{\"thoughts\":\"With only $1 and one turn remaining, major redevelopment is impossible. Keep taxes at 0% to preserve growth incentives and leave existing services unchanged; the city already meets the crime threshold, but the population floor appears unattainable this turn.\",\"notes\":\"Final turn: funds insufficient for construction or meaningful power/road work. Crime is 26; population 8,220. Preserve low taxes and check final evaluation.\",\"actions\":[{\"type\":\"tax\",\"rate\":0},{\"type\":\"zoom\",\"x\":0,\"y\":0}]}", "routed_model": "openai/gpt-5.6-luna", "usage": {"prompt_tokens": 3883, "completion_tokens": 365, "total_tokens": 4248, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 3881, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.001549515, "upstream_inference_prompt_cost": 0.001067715, "upstream_inference_completions_cost": 0.0004818}, "completion_tokens_details": {"reasoning_tokens": 247, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.001549515, "latency_s": 4.06, "thoughts": "With only $1 and one turn remaining, major redevelopment is impossible. Keep taxes at 0% to preserve growth incentives and leave existing services unchanged; the city already meets the crime threshold, but the population floor appears unattainable this turn.", "notes": "Final turn: funds insufficient for construction or meaningful power/road work. Crime is 26; population 8,220. Preserve low taxes and check final evaluation.", "actions": [{"type": "tax", "rate": 0}, {"type": "zoom", "x": 0, "y": 0}], "actions_dropped": 0, "results": ["OK tax rate set to 0%", "OK zoom view at (0,0) next turn"], "state": {"population_now": 8220, "funds": 1, "score": 687, "tax": 0}, "info": {"unpowered_zones": 7, "zones_r": 160, "zones_c": 67, "zones_i": 94, "free_sites": 10}, "wall_s": 283.8} {"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: $1 tax rate 0% funding: road 0%, fire 0%, police 0%\n last January's budget: tax income $313, requested road $2,496, fire $700, police $1,600; cash flow $-4,483/yr\nPOPULATION: 7,740 now (official census 10,040, City); residents 99, commerce 15, industry 21 (engine units)\nZONES: residential 160, commercial 67, industrial 94; unpowered zones: 7\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): 687 / 1000 (change +81 at the last evaluation); approval 65%; top problems (share of citizens): taxes 10%, pollution 8%, crime 7%, housing costs 6%\nAVERAGES (0-255, lower is better except land value): crime 24, pollution 46, traffic 2, land value 66\nSERVICES: coal plants 2, nuclear 3, police 16, fire stations 7, stadiums 1, seaports 1, airports 1; road tiles 2349, rail tiles 597; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 24); 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 x16: (0,63)* (5,76)* (10,40) (14,19) (18,52) (47,14) (48,3) (52,48) (56,44) (60,26) (74,6)* (77,6)* (83,55) (94,63) (102,31) (104,90); 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): (5,53) (25,0) (29,0) (36,82) (64,6) (67,6) (70,6)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (51,85) (5,56) (11,10) (2,31) (90,14) (84,6) (5,59) (34,85) (5,62) (8,10)\nLARGE OPEN AREAS (top-left, size): (69,67) 22x22 (95,71) 18x18 (105,0) 15x15 (55,75) 14x14 (107,61) 10x10 (0,10) 9x9\nHOT SPOTS (value@tile range): crime: 178@(26-27,64-65) 174@(70-71,22-23) 170@(106-107,14-15); 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 .\"\"#\"\"\".\"\".\"rrrr\"\"\"\".\"\"\"RRRRRRR\"\"\"\"\"..\"\"\"\"kkk\"\"\"#\".\"\"\"\"\"\"\"\"\"\ny= 2 .\"\"#RR\"\"\"\"\"\"rrrr\"\"\"\".\"\"\"PPRRRRR\"+\"\"++++\"\"\"kkk\"\"\"#\"\"\"\"\"\"\"..\"\"\ny= 4 .\"\"#RR\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"\"PPRRRRR++++++++\".\"\"\"\"\"CC#\"\"\"\"\"\"\"\"\"\".\ny= 6 .\"\"#RR++++++++#RR++RR+RRIIRRIIIIrrrrrPPPCC\"\"\"\"CC#CC.\"\"\"\"\"\"\".\ny= 8 \"\"\".RR#########RR#+RR#RRIIRRIIIIrrrrrPPPCC#######CC.\"\".\"\"\"..\ny= 10 \"\"\"....RRRRRRRRCC#CCRIIII#IIIIIIIIAAAAIIRRRR#RRRRRR....\"\"\"\"\"\ny= 12 ..\"....RRRRRRRRCC#CCRIIII#IIIIIIIIAAAAIIRRRR#RRRRRR##..\"\"\"\"\"\ny= 14 \"\"\"....RRFFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#,,,#RR,,II\"\"\"\"\"\ny= 16 \"\"\"\".+.k#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#===#RR==II\"\"\"\"\"\ny= 18 \"\"\"RRRRPPRRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRII\"\"\"\ny= 20 ..\"RRRRPPRRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRIIII\"\ny= 22 \"\"\"\"#RR##RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#####RRRR####RR##II\"\ny= 24 \"\"RR#RRk#RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#kkk#RRRRkkk=RRII\"\"\"\ny= 26 \"RRR#RRRRRRRRRRRRRRRRRRII#IIIIPPIIIIIIIIRRRR#RRRRRRRRIIIIII\"\ny= 28 .RRR#RRRRRRRRRRRRRRRRRRII#IIIIPPIIIIIIIIRRRR#RRRRRRRRIIIIII~\ny= 30 .#RR#RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII###\"~\ny= 32 \"\"RR#RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII#EEE~\ny= 34 \"\"RR#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#EEE~\ny= 36 \"\"RR#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#\"~~~\ny= 38 \"\"RR####################################################~~~~\ny= 40 \"\"\"k=PPRRRRRRRR=RRRCCRRCC#CCRRRRRRRRRRRRRRRR############~~~~\ny= 42 \"\"\"\"=PPRRRRRRRR#RRRCCRRCC#CCRRRRRRRRRRRRRRRRIIIIIIIOOOI#~~~~\ny= 44 \"\"CC=RRRRRRRRRRCCCCCCCCCC#CCPPkkk=RRRRRRRR#kIIIIIIIOOOI~~~~~\ny= 46 \"\"CC###RRRRRRRRCCCCCCCCCC#CCPP####RRRRRRRR~~+~~~~~~~~~~~~~~~\ny= 48 .RRR#RRRRFFRRRRCCCCCCCCCC#PPCCRRFFRRRR#~#~~++~~~~~~~~~~~~~~~\ny= 50 #RRR#RRRRFFRRRRCCCCCCCCCC#PPCCRRFFRRRR~~#~~+\"\"~~~~~~~~~~~~~~\ny= 52 CCrr#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~~~~~~~~~~~\ny= 54 CCrr###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~+RPPSSS~~~~~~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#~~~~~RPPSSS~~~~~~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"\"\"\"~~~~~~~\"~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCCCCCCC#CCCC#~~~~~~~~\"\"\"k~~~~~~\"\"\"\".\"\"~~~~\ny= 62 PP.\"IIII#IIIIIICCCCCCCCCC#CC~~~~~~~~~~~~~~~~~~~PP\"\"\"\"...\"\"\"~\ny= 64 PP..IIII#IIIIIICCCCCC###=#~~~~~~~~~~~~~~~~~~~~\"PP\"\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC++~=#~~~~~~~~~~~~~~~~~\"\".\"+\"\"kkkk\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC#,++~=#~II~\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"+\".kkkk.\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~++~=#III\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"+\"\"kkkk\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~++~=#IIIII\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"+\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..\"\"IIII#IIIIIICC~~~IIEE=CC\"III\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"+\".\"\"\"\"\"..\"\".\ny= 76 \"\"PP#############~~~IIEE=CC\"\"\"\".\"\"\".\"......\"\"\"\"+.\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"PPIIII#IIIIII~~~+II####RR\"\"\"\".\"\"\".\"\"\"..\"\"\"\".\"+\"\"\"\"\"\"\"\"\"\"\"\"\ny= 80 \"\"\".IIII#IIIIII~~~+II#\"\"=#\"\".\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\"+\"\"\"\"\"\"\"\"\"\"\"\"\ny= 82 \"\"\"\"IIII#IIII~~~~~cc#II+=CC..\"\"..\"\".\"\".\"\"\"\"\"\"\"\"+\"\"\"\"\"\"\"..\"\"\"\ny= 84 .\"\"\"IIII#IIII~~~~\"ccIII##CC\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"+\"\"\"\"\".\"\"\".\"\"\ny= 86 ~\"\".FFII#===~~~~\"\"##IICC=\"\"\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"\".\"+\"\"\"\"\"\"\"\"\".\"\"\ny= 88 ~\"\"\"FFII=~==~~~.\"\"#\"\"#CC====================================\ny= 90 ~~\"\"II#~===~~~~.\"\"#\"\"#.\"\"\"\".\"\"\"\"\".=.\"\"\"\".\"\"\".\"\"+.\"\"\"PP\",,,,,\ny= 92 \"~~~II#~===~~~~\"\"\"#.\"#\"\"\"\"\"\"\"\"\"\"\".=\"\"\"\"\".\"\"\"\"\"\"+\"\"\"\"PP\",,,,,\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 ......#................\"\"RRR#RRR........\ny= 1 ...\"\".##\"\"\"\"\"\"...\"\"\"...\"\"RRR#RRR\"\"\".\"\"\".\ny= 2 ..\"\"\"\"\"#\"\"\"\"\"\"...\"\"\"\"\".\"\"RRR#RRR\"\"\".\"\"\".\ny= 3 ..\"\"\"\"\"#RRR\"\"\".\"\".\"\"\"\"\"\"\"k\"\"#.k\"\"\"\".\"\"\".\ny= 4 ..\"\"\"\"\"#RRR\"\"\".\"\"\".\"\"\"\"\"\"\"\"\"#...\"\".\"\"\"\".\ny= 5 ..\"\"\"\"\"#RRR\"\"..\"\"\".\"\"\"\"\"\"\"\"\"##....\"\"\"\"\".\ny= 6 ..\"\"\"\"\"##RRR+++++++++++++++++#RRR+++++++\ny= 7 ..\"\"\"\"..#RRR\"\"\"\"...\"\"\".......#RRR...+..R\ny= 8 \"\"\"\"\"...#RRR\"\"\"\"...\"\"\".......#RRR...+..R\ny= 9 \"\".\"\"...###########################.+..R\ny= 10 \"\"\"\"\"\"........RRR#RRR#RRR#RRR#=CCC#,CCCR\ny= 11 \"\"\"\"\"\"........RRR#RRR#RRR#RRR#=CCC#,CCCR\ny= 12 ..............RRR#RRR#RRR#RRR#=CCC#,CCCR\ny= 13 ....\"\"........RRR#######################\ny= 14 \"\"\".\"\"........RRR#FFF#RRR#RRR#=CCC#CCC#C\ny= 15 \"\"\"\"..........RRR#FFF#RRR#RRR#=CCC#CCC#C\ny= 16 \"\"\"\".\"\"\"..+...k..#FFF#RRR#RRR#=CCC#CCC#C\ny= 17 \"\"\".\"\"\"\"..+......#===#===#===#====#===#=\ny= 18 \"\"\".\"\"\"\"..+......#######################\ny= 19 \"\"\".\"\"\"RRRRRR.PPP#RRR#RRR#RRR#=RRR#RRR#R\ny= 20 ....\"\"\"RRRRRR.PPP#RRR#RRR#RRR#=RRR#RRR#R\ny= 21 ....\"\"\"RRRRRR#PPP#RRR#RRR#RRR#=RRR#RRR#R\ny= 22 \"\"\"\".\"\"\"################################\ny= 23 \"\"\"\".\"\"\"#=RRR#kkk#RRR#RRR#RRR#=RRR#RRR#R\ny= 24 \"\"\"\"\"RRR#=RRR#kkk#RRR#RRR#RRR#=RRR#RRR#R\n\nEVENTS SINCE LAST TURN: none\nRESULTS OF YOUR LAST ACTIONS: OK tax rate set to 0% | OK zoom view at (0,0) next turn\nYOUR NOTES FROM LAST TURN: Final turn: funds insufficient for construction or meaningful power/road work. Crime is 26; population 8,220. Preserve low taxes and check final evaluation.", "raw": "{\"thoughts\":\"Crime is safely below the scenario threshold, but with only $1, deeply negative demand, and population far below 25,000, the population objective cannot be recovered in the final turn. Preserve the low-tax environment and avoid any unaffordable construction.\",\"notes\":\"Final turn: crime 24 and population 7,740; no funds for construction or meaningful service restoration. Keep taxes at 0% and funding unchanged for final evaluation.\",\"actions\":[{\"type\":\"tax\",\"rate\":0}]}", "routed_model": "openai/gpt-5.6-luna", "usage": {"prompt_tokens": 4460, "completion_tokens": 300, "total_tokens": 4760, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 4458, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.00162239, "upstream_inference_prompt_cost": 0.00122639, "upstream_inference_completions_cost": 0.000396}, "completion_tokens_details": {"reasoning_tokens": 190, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.00162239, "latency_s": 3.28, "thoughts": "Crime is safely below the scenario threshold, but with only $1, deeply negative demand, and population far below 25,000, the population objective cannot be recovered in the final turn. Preserve the low-tax environment and avoid any unaffordable construction.", "notes": "Final turn: crime 24 and population 7,740; no funds for construction or meaningful service restoration. Keep taxes at 0% and funding unchanged for final evaluation.", "actions": [{"type": "tax", "rate": 0}], "actions_dropped": 0, "results": ["OK tax rate set to 0%"], "state": {"population_now": 7740, "funds": 1, "score": 687, "tax": 0}, "info": {"unpowered_zones": 7, "zones_r": 160, "zones_c": 67, "zones_i": 94, "free_sites": 10}, "wall_s": 287.2}