{"turn": 1, "date": "Jan 1972", "model": "openai/gpt-5.6-terra", "prompt": "TASK: Detroit, 1972. Competition from overseas and other economic factors pushed the once 'automobile capital of the world' into recession. Falling land values and unemployment drove crime in the inner city to chronic levels. You have $20,000 and 10 years to reduce crime and rebuild the industrial base. GOAL: the average crime level must be under 60 when the scenario is judged in 1982 (the scenario's own rule), AND the population then must be at least 25,000, a third of 1972's 76,000. (This eval adds the population floor: without it the scenario can be 'won' by letting the city empty out, which cuts crime.)\n\nDATE: Jan 1972 (turn 1 of 40; each turn = 3 months; deadline Jan 1982)\nFUNDS: $20,000   tax rate 7%   funding: road 100%, fire 100%, police 100%\n  last January's budget: tax income $0, requested road $0, fire $0, police $0; cash flow $0/yr\nPOPULATION: 76,160 now (no official census yet); residents 1576, commerce 113, industry 166 (engine units)\nZONES: residential 121, commercial 64, industrial 92; unpowered zones: 0\nDEMAND (-100..+100, positive = the city wants more of it): residential +95, commercial +23, industrial +47\nCITY SCORE (re-evaluated each January, like the official census): 285 / 1000 (change +0 at the last evaluation); approval 0%; top problems (share of citizens): none yet\nAVERAGES (0-255, lower is better except land value): crime 92, pollution 64, traffic 0, land value 14\nSERVICES: coal plants 2, nuclear 3, police 3, fire stations 7, stadiums 1, seaports 1, airports 1; road tiles 2394, rail tiles 602; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 92); population must be >= 25,000\n\nBUILDINGS (top-left; * = unpowered): coal power plant x2: (44,74) (113,32); nuclear power plant x3: (107,95) (111,95) (115,95); police station x3: (18,52) (47,14) (102,31); fire station x7: (9,86) (18,14) (18,48) (43,19) (47,31) (64,48) (98,31); stadium x1: (87,53); seaport x1: (103,42); airport x1: (69,11)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (56,44) (52,48) (35,40) (32,40) (39,10) (36,10) (56,72) (48,6) (52,6) (45,6)\nLARGE OPEN AREAS (top-left, size): (94,63) 26x26 (67,67) 22x22 (105,0) 15x15 (54,74) 13x13 (0,12) 10x10 (33,0) 9x9\nHOT SPOTS (value@tile range): crime: 120@(118-119,98-99) 120@(118-119,96-97) 120@(118-119,94-95); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15); traffic: 200@(76-77,30-31) 150@(72-73,30-31) 100@(106-107,26-27)\n\nMAP (1 char = 2x2 tiles; the char at column c, row r covers x=2c..2c+1, y=2r..2r+1).\nLegend: . empty land  \" trees  ~ water  , rubble  * fire  w flood  ! radiation  # road  = rail  + power line  R/C/I zones (lowercase = unpowered)  E coal plant  N nuclear  P police  F fire station  S stadium  O seaport  A airport  H hospital/church  k park\n      0    10   20   30   40   50   60   70   80   90   100  110     <- x\ny=  0 .\"\"#\"\"\".\"\".\"\"\"#\"\"\"\"\".\"\"\"\"#\"\"...\"\"\"\"\"..\"\"\"\"\"\".\"\"\"#\".\"\"\"\"\"\"\"\"\"\ny=  2 .\"\"#RR\"\"\"\"\"\"\"\"#\"\"\"\"\".\"\"\"\"#\"\".\".\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"#\"\"\"\"\"\"\"..\"\"\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 the immediate emergency, so I will create a broader police coverage network across the established urban area while taking advantage of strong demand to add housing, shops, and factories on already road-served sites. Taxes and service funding stay stable to avoid undermining recovery.\",\"notes\":\"Built police coverage in central, northern, southern, and eastern areas; added 4 R, 3 C, 3 I at pre-roaded infill sites. Next assess crime/cash flow, growth, and whether more police or new roaded industrial district is needed.\",\"actions\":[{\"type\":\"tax\",\"rate\":7},{\"type\":\"funding\",\"road\":100,\"fire\":100,\"police\":100},{\"type\":\"build\",\"what\":\"police\",\"x\":56,\"y\":44},{\"type\":\"build\",\"what\":\"police\",\"x\":35,\"y\":40},{\"type\":\"build\",\"what\":\"police\",\"x\":56,\"y\":72},{\"type\":\"build\",\"what\":\"police\",\"x\":67,\"y\":67},{\"type\":\"build\",\"what\":\"police\",\"x\":94,\"y\":63},{\"type\":\"build\",\"what\":\"police\",\"x\":36,\"y\":10},{\"type\":\"build\",\"what\":\"police\",\"x\":105,\"y\":0},{\"type\":\"zone\",\"zone\":\"residential\",\"x\":32,\"y\":40},{\"type\":\"zone\",\"zone\":\"residential\",\"x\":39,\"y\":10},{\"type\":\"zone\",\"zone\":\"residential\",\"x\":48,\"y\":6},{\"type\":\"zone\",\"zone\":\"residential\",\"x\":52,\"y\":6},{\"type\":\"zone\",\"zone\":\"commercial\",\"x\":52,\"y\":48},{\"type\":\"zone\",\"zone\":\"commercial\",\"x\":45,\"y\":6},{\"type\":\"zone\",\"zone\":\"commercial\",\"x\":36,\"y\":10},{\"type\":\"zone\",\"zone\":\"industrial\",\"x\":56,\"y\":44},{\"type\":\"zone\",\"zone\":\"industrial\",\"x\":56,\"y\":72},{\"type\":\"zone\",\"zone\":\"industrial\",\"x\":35,\"y\":40}]}", "routed_model": "openai/gpt-5.6-terra", "usage": {"prompt_tokens": 3635, "completion_tokens": 1693, "total_tokens": 5328, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 3633, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.03234275, "upstream_inference_prompt_cost": 0.00999515, "upstream_inference_completions_cost": 0.0223476}, "completion_tokens_details": {"reasoning_tokens": 1259, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.03234275, "latency_s": 23.83, "thoughts": "Crime is the immediate emergency, so I will create a broader police coverage network across the established urban area while taking advantage of strong demand to add housing, shops, and factories on already road-served sites. Taxes and service funding stay stable to avoid undermining recovery.", "notes": "Built police coverage in central, northern, southern, and eastern areas; added 4 R, 3 C, 3 I at pre-roaded infill sites. Next assess crime/cash flow, growth, and whether more police or new roaded industrial district is needed.", "actions": [{"type": "tax", "rate": 7}, {"type": "funding", "road": 100, "fire": 100, "police": 100}, {"type": "build", "what": "police", "x": 56, "y": 44}, {"type": "build", "what": "police", "x": 35, "y": 40}, {"type": "build", "what": "police", "x": 56, "y": 72}, {"type": "build", "what": "police", "x": 67, "y": 67}, {"type": "build", "what": "police", "x": 94, "y": 63}, {"type": "build", "what": "police", "x": 36, "y": 10}, {"type": "build", "what": "police", "x": 105, "y": 0}, {"type": "zone", "zone": "residential", "x": 32, "y": 40}, {"type": "zone", "zone": "residential", "x": 39, "y": 10}, {"type": "zone", "zone": "residential", "x": 48, "y": 6}, {"type": "zone", "zone": "residential", "x": 52, "y": 6}, {"type": "zone", "zone": "commercial", "x": 52, "y": 48}, {"type": "zone", "zone": "commercial", "x": 45, "y": 6}, {"type": "zone", "zone": "commercial", "x": 36, "y": 10}, {"type": "zone", "zone": "industrial", "x": 56, "y": 44}, {"type": "zone", "zone": "industrial", "x": 56, "y": 72}, {"type": "zone", "zone": "industrial", "x": 35, "y": 40}], "actions_dropped": 0, "results": ["OK tax rate set to 7%", "OK funding set: road 100%, fire 100%, police 100%", "OK police at (56,44): ok", "OK police at (35,40): ok", "OK police at (56,72): ok", "OK police at (67,67): ok", "OK police at (94,63): ok", "OK police at (36,10): ok", "OK police at (105,0): ok", "OK residential x1: 1 placed; (32,40) ok", "OK residential x1: 1 placed; (39,10) ok", "OK residential x1: 1 placed; (48,6) ok", "OK residential x1: 1 placed; (52,6) ok", "OK commercial x1: 1 placed; (52,48) ok", "OK commercial x1: 1 placed; (45,6) ok", "REJECTED commercial x1: 0 placed; (36,10) blocked by police station (e.g. (36,10)); bulldoze first or pick another site", "REJECTED industrial x1: 0 placed; (56,44) blocked by police station (e.g. (56,44)); bulldoze first or pick another site", "REJECTED industrial x1: 0 placed; (56,72) blocked by police station (e.g. (56,72)); bulldoze first or pick another site", "REJECTED industrial x1: 0 placed; (35,40) blocked by police station (e.g. (35,40)); bulldoze first or pick another site"], "state": {"population_now": 76160, "funds": 20000, "score": 285, "tax": 7}, "info": {"unpowered_zones": 0, "zones_r": 121, "zones_c": 64, "zones_i": 92, "free_sites": 10}, "wall_s": 23.9}
{"turn": 2, "date": "Apr 1972", "model": "openai/gpt-5.6-terra", "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: $15,829   tax rate 7%   funding: road 100%, fire 100%, police 100%\n  last January's budget: tax income $0, requested road $0, fire $0, police $0; cash flow $0/yr\nPOPULATION: 72,440 now (official census 76,160, Capital); residents 1454, commerce 104, industry 167 (engine units)\nZONES: residential 125, commercial 66, industrial 92; unpowered zones: 7\nDEMAND (-100..+100, positive = the city wants more of it): residential +65, commercial -22, industrial +8\nCITY SCORE (re-evaluated each January, like the official census): 539 / 1000 (change +254 at the last evaluation); approval 61%; top problems (share of citizens): pollution 14%, crime 13%, taxes 12%, housing costs 6%\nAVERAGES (0-255, lower is better except land value): crime 92, pollution 64, traffic 9, land value 14\nSERVICES: coal plants 2, nuclear 3, police 10, fire stations 7, stadiums 1, seaports 1, airports 1; road tiles 2383, 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 x10: (18,52) (35,40) (36,10)* (47,14) (56,44)* (56,72) (67,67)* (94,63)* (102,31) (105,0)*; 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) (39,10) (45,6) (48,6) (52,6) (52,48)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (80,55) (39,7) (42,6) (35,7) (56,4) (64,6) (48,3) (52,3) (83,55) (51,77)\nLARGE OPEN AREAS (top-left, size): (97,66) 23x23 (74,67) 22x22 (59,74) 15x15 (108,0) 12x12 (0,12) 10x10 (15,0) 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@(80-81,30-31) 206@(76-77,30-31) 206@(62-63,30-31)\n\nMAP (1 char = 2x2 tiles; the char at column c, row r covers x=2c..2c+1, y=2r..2r+1).\nLegend: . empty land  \" trees  ~ water  , rubble  * fire  w flood  ! radiation  # road  = rail  + power line  R/C/I zones (lowercase = unpowered)  E coal plant  N nuclear  P police  F fire station  S stadium  O seaport  A airport  H hospital/church  k park\n      0    10   20   30   40   50   60   70   80   90   100  110     <- x\ny=  0 .\"\"#\"\"\".\"\".\"\"\"#\"\"\"\"\".\"\"\"\"#\"\"...\"\"\"\"\"..\"\"\"\"\"\".\"\"\"#\".\"PP\"\"\"\"\"\"\ny=  2 .\"\"#rr\"\"\"\"\"\"\"\"#\"\"\"\"\".\"\"\"\"#\"\".\".\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"#\"\"\"PP\"\"..\"\"\ny=  4 .\"\"#rr\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"\"\"#\"\"\"\"..\"\"\"\"\".\"\".\"\"\"\"\"CC#\"\"\"\"\"\"\"\"\"\".\ny=  6 .\"\"#rr\"\".\"\".\"\"#RR\"\"\"\"\"ccrrrrIIII\"\"\"\"..\"\"CC\"\"\"\"CC#CC.\"\"\"\"\"\"\".\ny=  8 \"\"\".rr#########RR#..\"#ccrrrrIIII########CC#######CC.\"\".\"\"\"..\ny= 10 \"\"\".....#RRRRHHCC#PPrIIII#IIIIIIIIAAAAIIRRRR#RRRRRR....\"\"\"\"\"\ny= 12 ..\".....#RRRRHHCC#PPrIIII#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=RPPCCRRCC#CCRRRRRRRRRRRRRRRR############~~~~\ny= 42 \"\"\"\"=.#RRRRRRRR#RPPCCRRCC#CCRRRRRRRRRRRRRRRRIIIIIIIOOOI#~~~~\ny= 44 \"\"\"\"=.#RRRRRRRRCCCCCCCCCC#CCPPkkk=RRRRRRRR#kIIIIIIIOOOI~~~~~\ny= 46 \"\"\"\"###RRRRRRRRCCCCCCCCCC#CCPP####RRRRRRRR~~+~~~~~~~~~~~~~~~\ny= 48 .RRR#RRHHFFRRHHCCCCCCCCCC#ccCCRRFFRRRR#~#~~++~~~~~~~~~~~~~~~\ny= 50 #RRR#RRHHFFRRHHCCCCCCCCCC#ccCCRRFFRRRR~~#~~+\"\"~~~~~~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~~~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~###SSS~~~~~~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#~~~~~\"\"\"SSS~~~~~~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"\"\"\"~~~~~~~\"~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCCCCCCC#CCCC#~~~~~~~~\"\"\"~~~~~~~\"\"\"\".\"\"~~~~\ny= 62 \"\".\"IIII#IIIIIICCCCCCCCCC#CC~~~~~~~~~~~~~~~~~~~PP\"\"\"\"...\"\"\"~\ny= 64 \"\"..IIII#IIIIIICCCCCC###=#~~~~~~~~~~~~~~~~~~~~\"PP\"\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC+~~=#~~~~~~~PP~~~~~~~~\"\".\"\"\"\"\"\".\"\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC##+~~=#~II~\"\"\"PP\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~+~~=#III\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~+~~=#IIPP\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..\"\"IIII#IIIIIICC~~~IIEE=CC\"PP\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"..\"\".\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: OK tax rate set to 7% | OK funding set: road 100%, fire 100%, police 100% | OK police at (56,44): ok | OK police at (35,40): ok | OK police at (56,72): ok | OK police at (67,67): ok | OK police at (94,63): ok | OK police at (36,10): ok | OK police at (105,0): ok | OK residential x1: 1 placed; (32,40) ok | OK residential x1: 1 placed; (39,10) ok | OK residential x1: 1 placed; (48,6) ok | OK residential x1: 1 placed; (52,6) ok | OK commercial x1: 1 placed; (52,48) ok | OK commercial x1: 1 placed; (45,6) ok | REJECTED commercial x1: 0 placed; (36,10) blocked by police station (e.g. (36,10)); bulldoze first or pick another site | REJECTED industrial x1: 0 placed; (56,44) blocked by police station (e.g. (56,44)); bulldoze first or pick another site | REJECTED industrial x1: 0 placed; (56,72) blocked by police station (e.g. (56,72)); bulldoze first or pick another site | REJECTED industrial x1: 0 placed; (35,40) blocked by police station (e.g. (35,40)); bulldoze first or pick another site\nYOUR NOTES FROM LAST TURN: Built police coverage in central, northern, southern, and eastern areas; added 4 R, 3 C, 3 I at pre-roaded infill sites. Next assess crime/cash flow, growth, and whether more police or new roaded industrial district is needed.", "raw": "{\"thoughts\":\"Crime reduction is the priority: several existing police stations are unpowered, so I will connect them into the southern coal plant's grid and add one central-east station. Residential demand remains strong, so I will also add road-adjacent housing and one industrial site for jobs.\",\"notes\":\"Power lines should activate police at (56,72), (56,44), (35,40), (36,10), (67,67), (94,63), and (105,0); verify crime and unpowered-service count next turn. Added R infill and one southern I zone; maintain 7% tax/full funding.\",\"actions\":[{\"type\":\"power_line\",\"x1\":48,\"y1\":76,\"x2\":55,\"y2\":72},{\"type\":\"power_line\",\"x1\":55,\"y1\":71,\"x2\":55,\"y2\":47},{\"type\":\"power_line\",\"x1\":55,\"y1\":43,\"x2\":39,\"y2\":13},{\"type\":\"power_line\",\"x1\":55,\"y1\":71,\"x2\":66,\"y2\":71},{\"type\":\"power_line\",\"x1\":70,\"y1\":68,\"x2\":93,\"y2\":66},{\"type\":\"power_line\",\"x1\":93,\"y1\":62,\"x2\":101,\"y2\":34},{\"type\":\"power_line\",\"x1\":105,\"y1\":30,\"x2\":105,\"y2\":3},{\"type\":\"build\",\"what\":\"police\",\"x\":80,\"y\":55},{\"type\":\"power_line\",\"x1\":83,\"y1\":58,\"x2\":93,\"y2\":63},{\"type\":\"zone\",\"zone\":\"residential\",\"x\":39,\"y\":7},{\"type\":\"zone\",\"zone\":\"residential\",\"x\":42,\"y\":6},{\"type\":\"zone\",\"zone\":\"residential\",\"x\":35,\"y\":7},{\"type\":\"zone\",\"zone\":\"residential\",\"x\":56,\"y\":4},{\"type\":\"zone\",\"zone\":\"residential\",\"x\":64,\"y\":6},{\"type\":\"zone\",\"zone\":\"residential\",\"x\":48,\"y\":3},{\"type\":\"zone\",\"zone\":\"residential\",\"x\":52,\"y\":3},{\"type\":\"zone\",\"zone\":\"residential\",\"x\":83,\"y\":55},{\"type\":\"zone\",\"zone\":\"industrial\",\"x\":51,\"y\":77},{\"type\":\"tax\",\"rate\":7},{\"type\":\"funding\",\"road\":100,\"fire\":100,\"police\":100},{\"type\":\"zoom\",\"x\":30,\"y\":35}]}", "routed_model": "openai/gpt-5.6-terra", "usage": {"prompt_tokens": 4138, "completion_tokens": 2513, "total_tokens": 6651, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 4136, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.04455, "upstream_inference_prompt_cost": 0.0113784, "upstream_inference_completions_cost": 0.0331716}, "completion_tokens_details": {"reasoning_tokens": 1965, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.04455, "latency_s": 32.69, "thoughts": "Crime reduction is the priority: several existing police stations are unpowered, so I will connect them into the southern coal plant's grid and add one central-east station. Residential demand remains strong, so I will also add road-adjacent housing and one industrial site for jobs.", "notes": "Power lines should activate police at (56,72), (56,44), (35,40), (36,10), (67,67), (94,63), and (105,0); verify crime and unpowered-service count next turn. Added R infill and one southern I zone; maintain 7% tax/full funding.", "actions": [{"type": "power_line", "x1": 48, "y1": 76, "x2": 55, "y2": 72}, {"type": "power_line", "x1": 55, "y1": 71, "x2": 55, "y2": 47}, {"type": "power_line", "x1": 55, "y1": 43, "x2": 39, "y2": 13}, {"type": "power_line", "x1": 55, "y1": 71, "x2": 66, "y2": 71}, {"type": "power_line", "x1": 70, "y1": 68, "x2": 93, "y2": 66}, {"type": "power_line", "x1": 93, "y1": 62, "x2": 101, "y2": 34}, {"type": "power_line", "x1": 105, "y1": 30, "x2": 105, "y2": 3}, {"type": "build", "what": "police", "x": 80, "y": 55}, {"type": "power_line", "x1": 83, "y1": 58, "x2": 93, "y2": 63}, {"type": "zone", "zone": "residential", "x": 39, "y": 7}, {"type": "zone", "zone": "residential", "x": 42, "y": 6}, {"type": "zone", "zone": "residential", "x": 35, "y": 7}, {"type": "zone", "zone": "residential", "x": 56, "y": 4}, {"type": "zone", "zone": "residential", "x": 64, "y": 6}, {"type": "zone", "zone": "residential", "x": 48, "y": 3}, {"type": "zone", "zone": "residential", "x": 52, "y": 3}, {"type": "zone", "zone": "residential", "x": 83, "y": 55}, {"type": "zone", "zone": "industrial", "x": 51, "y": 77}, {"type": "tax", "rate": 7}, {"type": "funding", "road": 100, "fire": 100, "police": 100}, {"type": "zoom", "x": 30, "y": 35}], "actions_dropped": 0, "results": ["OK power_line (48,76)->(55,72): 5/12 tiles ok, $27; 1 blocked by power line e.g. (48, 76); 1 blocked by rail e.g. (49, 76); 2 blocked by road e.g. (50, 76); 3 blocked by commercial e.g. (51, 76)", "OK power_line (55,71)->(55,47): 15/25 tiles ok, $176; 3 blocked by industrial e.g. (55, 71); 7 blocked by road e.g. (55, 61)", "OK power_line (55,43)->(39,13): 20/47 tiles ok, $100; 6 blocked by road e.g. (55, 43); 12 blocked by commercial e.g. (39, 42); 9 blocked by residential e.g. (39, 29)", "OK power_line (55,71)->(66,71): 9/12 tiles ok, $50; 3 blocked by industrial e.g. (55, 71)", "OK power_line (70,68)->(93,66): 26/26 tiles ok, $151", "OK power_line (93,62)->(101,34): 28/37 tiles ok, $371; 1 blocked by water e.g. (93, 62); 3 blocked by industrial e.g. (101, 44); 5 blocked by road e.g. (101, 41)", "OK power_line (105,30)->(105,3): 21/28 tiles ok, $111; 4 blocked by road e.g. (105, 30); 3 blocked by rail e.g. (105, 28)", "OK police at (80,55): ok", "OK power_line (83,58)->(93,63): 13/16 tiles ok, $113; 3 blocked by water e.g. (93, 59)", "OK residential x1: 1 placed; (39,7) ok", "OK residential x1: 1 placed; (42,6) ok", "OK residential x1: 1 placed; (35,7) ok", "OK residential x1: 1 placed; (56,4) ok", "OK residential x1: 1 placed; (64,6) ok", "OK residential x1: 1 placed; (48,3) ok", "OK residential x1: 1 placed; (52,3) ok", "OK residential x1: 1 placed; (83,55) ok", "OK industrial x1: 1 placed; (51,77) ok", "OK tax rate set to 7%", "OK funding set: road 100%, fire 100%, police 100%", "OK zoom view at (30,35) next turn"], "state": {"population_now": 72440, "funds": 15829, "score": 539, "tax": 7}, "info": {"unpowered_zones": 7, "zones_r": 125, "zones_c": 66, "zones_i": 92, "free_sites": 10}, "wall_s": 56.7}
{"turn": 3, "date": "Jul 1972", "model": "openai/gpt-5.6-terra", "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: $13,269   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: 70,800 now (official census 76,160, Capital); residents 1388, commerce 101, industry 168 (engine units)\nZONES: residential 133, commercial 66, industrial 93; unpowered zones: 6\nDEMAND (-100..+100, positive = the city wants more of it): residential +29, commercial -72, industrial -41\nCITY SCORE (re-evaluated each January, like the official census): 539 / 1000 (change +254 at the last evaluation); approval 61%; top problems (share of citizens): pollution 14%, crime 13%, taxes 12%, housing costs 6%\nAVERAGES (0-255, lower is better except land value): crime 93, pollution 62, traffic 9, land value 57\nSERVICES: coal plants 2, nuclear 3, police 11, fire stations 7, stadiums 1, seaports 1, airports 1; road tiles 2383, rail tiles 593; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 93); population must be >= 25,000\n\nBUILDINGS (top-left; * = unpowered): coal power plant x2: (44,74) (113,32); nuclear power plant x3: (107,95) (111,95) (115,95); police station x11: (18,52) (35,40) (36,10) (47,14) (56,44)* (56,72) (67,67)* (80,55)* (94,63) (102,31) (105,0); fire station x7: (9,86) (18,14) (18,48) (43,19) (47,31) (64,48) (98,31); stadium x1: (87,53); seaport x1: (103,42); airport x1: (69,11)\nUNPOWERED ZONES (top-left): (8,3) (9,6) (52,3) (52,6) (64,6) (83,55)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (59,3) (67,6) (62,3) (70,6) (48,0) (52,0) (10,40) (10,43) (46,79) (73,6)\nLARGE OPEN AREAS (top-left, size): (97,66) 23x23 (77,69) 20x20 (60,72) 17x17 (107,3) 12x12 (0,12) 10x10 (17,0) 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@(90-91,40-41) 206@(80-81,30-31) 206@(62-63,30-31)\n\nMAP (1 char = 2x2 tiles; the char at column c, row r covers x=2c..2c+1, y=2r..2r+1).\nLegend: . empty land  \" trees  ~ water  , rubble  * fire  w flood  ! radiation  # road  = rail  + power line  R/C/I zones (lowercase = unpowered)  E coal plant  N nuclear  P police  F fire station  S stadium  O seaport  A airport  H hospital/church  k park\n      0    10   20   30   40   50   60   70   80   90   100  110     <- x\ny=  0 .\"\"#\"\"\".\"\".\"\"\"#\"\"\"\"\".\"\"\"\"#\"\"...\"\"\"\"\"..\"\"\"\"\"\".\"\"\"#\".\"PP\"\"\"\"\"\"\ny=  2 .\"\"#rr\"\"\"\"\"\"\"\"#\"\"\"\"\".\"\"\"RRrr.\".\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"#\"\"\"PP\"\"..\"\"\ny=  4 .\"\"#rr\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"\"RRrrRR..\"\"\"\"\".\"\".\"\"\"\"\"CC#\"\"\"+\"\"\"\"\"\".\ny=  6 .\"\"#rr\"\".\"\".\"\"#RRRRRRRCCRRrrIIIIrr\"\"..\"\"CC\"\"\"\"CC#CC.+\"\"\"\"\"\".\ny=  8 \"\"\".rr#########RRRRRRRCCRRrrIIIIrr######CC#######CC.+\".\"\"\"..\ny= 10 \"\"\".....#RRRRHHCC#PPRIIII#IIIIIIIIAAAAIIRRRR#RRRRRR.+..\"\"\"\"\"\ny= 12 ..\".....#RRRRHHCC#PPRIIII#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=RPPCCRRCC#CCRRRRRRRRRRRRRRRR############~~~~\ny= 42 \"\"\"\"=.#RRRRRRRR#RPPCCRRCC#CCRRRRRRRRRRRRRRRRIIIIIIIOOOI#~~~~\ny= 44 \"\"\"\"=.#RRRRRRRRCCCCCCCCCC#CCPPkkk=RRRRRRRR#kIIIIIIIOOOI~~~~~\ny= 46 \"\"\"\"###RRRRRRRRCCCCCCCCCC#CCPP####RRRRRRRR~~+~~~~~+~~~~~~~~~\ny= 48 .RRR#RRHHFFRRHHCCCCCCCCCC#CCCCRRFFRRRR#~#~~++~~~~~+~~~~~~~~~\ny= 50 #RRR#RRHHFFRRHHCCCCCCCCCC#CCCCRRFFRRRR~~#~~+\"\"~~~~+~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~+~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~PPrSSS~~~~+~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#~~~~~PPrSSS~~~~+~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"\"++++++~~~+~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCCCCCCC#CCCC#~~~~~~~~\"\"\"~~~~~~~\"+\"\".\"\"~~~~\ny= 62 \"\".\"IIII#IIIIIICCCCCCCCCC#CC~~~~~~~~~~~~~~~~~~+PP++\"\"...\"\"\"~\ny= 64 \"\"..IIII#IIIIIICCCCCC###=#~+~~~~~~~~~~~~~~~~~~\"PP\"\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC+~~=#~+~~~~~PP~~~~~~~~\"\".+\"\"\"\"\".\"\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC##+~~=#~II~\"\"\"PP++++++++++++\"\".\"\"\"..\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~+~~=#III+++++\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~+~~=#IIPP\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..\"\"IIII#IIIIIICC~~~IIEE=CC+PP\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"..\"\".\ny= 76 \"\"\"\"#############~~~IIEE=II+\"\"\".\"\"\".\"......\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"\"\"IIII#IIIIII~~~~II####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 (30,35)):\n       3         4         5         6         \n       0123456789012345678901234567890123456789\ny= 35  =CCC#CCC#CCC#CCC#CCC=#CCC#CCC#RRR#RRR=#R\ny= 36  =CCC#CCC#CCC#CCC#CCC=#CCC#CCC#RRR#RRR=#R\ny= 37  =CCC#CCC#CCC#CCC#CCC=#CCC#CCC#RRR#RRR=#R\ny= 38  ====#===#===#===#====#===#===#===#====#=\ny= 39  ########################################\ny= 40  =,RRRPPP#CCC#RRR#CCC=#CCC#RRR#RRR#RRR=#R\ny= 41  =,RRRPPP#CCC#RRR#CCC=#CCC#RRR#RRR#RRR=#R\ny= 42  =,RRRPPP#CCC#RRR#CCC=#CCC#RRR#RRR#RRR=#R\ny= 43  ########################################\ny= 44  =CCC#CCC#CCC#CCC#CCC=#CCC#PPP#kkkkkkk=#R\ny= 45  =CCC#CCC#CCC#CCC#CCC=#CCC#PPP#kkkkkkk=#R\ny= 46  =CCC#CCC#CCC#CCC#CCC=#CCC#PPP#kkkkkkk=#R\ny= 47  ########################################\ny= 48  =CCC#CCC#CCC#CCC#CCC=#CCC#CCC#RRR#FFF=#R\ny= 49  =CCC#CCC#CCC#CCC#CCC=#CCC#CCC#RRR#FFF=#R\ny= 50  =CCC#CCC#CCC#CCC#CCC=#CCC#CCC#RRR#FFF=#R\ny= 51  ########################################\ny= 52  =CCC#CCC#RRR#RRR#CCC=#CCC#CCC#RRR#RRR=#R\ny= 53  =CCC#CCC#RRR#RRR#CCC=#CCC#CCC#RRR#RRR=#R\ny= 54  =CCC#CCC#RRR#RRR#CCC=#CCC#CCC#RRR#RRR=#R\ny= 55  ########################################\ny= 56  =CCC#CCC#CCC#CCC#CCC=+CCC#CCC#kkk#RRR=#~\ny= 57  =CCC#CCC#CCC#CCC#CCC==CCC#CCC#RRR#RRR=~~\ny= 58  =CCC#CCC#CCC#CCC#CCCk=CCC#CCC#RRR#RRR~~~\ny= 59  ##########################CCC#RRR#~~~~~~\n\nEVENTS SINCE LAST TURN: none\nRESULTS OF YOUR LAST ACTIONS: OK power_line (48,76)->(55,72): 5/12 tiles ok, $27; 1 blocked by power line e.g. (48, 76); 1 blocked by rail e.g. (49, 76); 2 blocked by road e.g. (50, 76); 3 blocked by commercial e.g. (51, 76) | OK power_line (55,71)->(55,47): 15/25 tiles ok, $176; 3 blocked by industrial e.g. (55, 71); 7 blocked by road e.g. (55, 61) | OK power_line (55,43)->(39,13): 20/47 tiles ok, $100; 6 blocked by road e.g. (55, 43); 12 blocked by commercial e.g. (39, 42); 9 blocked by residential e.g. (39, 29) | OK power_line (55,71)->(66,71): 9/12 tiles ok, $50; 3 blocked by industrial e.g. (55, 71) | OK power_line (70,68)->(93,66): 26/26 tiles ok, $151 | OK power_line (93,62)->(101,34): 28/37 tiles ok, $371; 1 blocked by water e.g. (93, 62); 3 blocked by industrial e.g. (101, 44); 5 blocked by road e.g. (101, 41) | OK power_line (105,30)->(105,3): 21/28 tiles ok, $111; 4 blocked by road e.g. (105, 30); 3 blocked by rail e.g. (105, 28) | OK police at (80,55): ok | OK power_line (83,58)->(93,63): 13/16 tiles ok, $113; 3 blocked by water e.g. (93, 59) | OK residential x1: 1 placed; (39,7) ok | OK residential x1: 1 placed; (42,6) ok | OK residential x1: 1 placed; (35,7) ok | OK residential x1: 1 placed; (56,4) ok | OK residential x1: 1 placed; (64,6) ok | OK residential x1: 1 placed; (48,3) ok | OK residential x1: 1 placed; (52,3) ok | OK residential x1: 1 placed; (83,55) ok | OK industrial x1: 1 placed; (51,77) ok | OK tax rate set to 7% | OK funding set: road 100%, fire 100%, police 100% | OK zoom view at (30,35) next turn\nYOUR NOTES FROM LAST TURN: Power lines should activate police at (56,72), (56,44), (35,40), (36,10), (67,67), (94,63), and (105,0); verify crime and unpowered-service count next turn. Added R infill and one southern I zone; maintain 7% tax/full funding.", "raw": "{\"thoughts\":\"Crime is the binding objective, so I will substantially densify police coverage across the developed core, especially the extreme east-central crime hotspot. Stations will replace a few developed 3x3 blocks but should be powered by the surrounding powered urban fabric; this is worth the modest loss of industrial/commercial capacity given the deep negative demand.\",\"notes\":\"Added a concentrated police grid, including stations at the 90-95/42-43 crime hotspot. Next turn verify which stations are powered, crime average, funds/budget impact, and add power links only where needed.\",\"actions\":[{\"type\":\"bulldoze\",\"x\":90,\"y\":42,\"w\":3,\"h\":3},{\"type\":\"build\",\"what\":\"police\",\"x\":90,\"y\":42},{\"type\":\"bulldoze\",\"x\":84,\"y\":42,\"w\":3,\"h\":3},{\"type\":\"build\",\"what\":\"police\",\"x\":84,\"y\":42},{\"type\":\"bulldoze\",\"x\":74,\"y\":42,\"w\":3,\"h\":3},{\"type\":\"build\",\"what\":\"police\",\"x\":74,\"y\":42},{\"type\":\"bulldoze\",\"x\":68,\"y\":30,\"w\":3,\"h\":3},{\"type\":\"build\",\"what\":\"police\",\"x\":68,\"y\":30},{\"type\":\"bulldoze\",\"x\":58,\"y\":30,\"w\":3,\"h\":3},{\"type\":\"build\",\"what\":\"police\",\"x\":58,\"y\":30},{\"type\":\"bulldoze\",\"x\":46,\"y\":30,\"w\":3,\"h\":3},{\"type\":\"build\",\"what\":\"police\",\"x\":46,\"y\":30},{\"type\":\"bulldoze\",\"x\":22,\"y\":30,\"w\":3,\"h\":3},{\"type\":\"build\",\"what\":\"police\",\"x\":22,\"y\":30},{\"type\":\"bulldoze\",\"x\":12,\"y\":40,\"w\":3,\"h\":3},{\"type\":\"build\",\"what\":\"police\",\"x\":12,\"y\":40},{\"type\":\"bulldoze\",\"x\":20,\"y\":60,\"w\":3,\"h\":3},{\"type\":\"build\",\"what\":\"police\",\"x\":20,\"y\":60},{\"type\":\"bulldoze\",\"x\":38,\"y\":60,\"w\":3,\"h\":3},{\"type\":\"build\",\"what\":\"police\",\"x\":38,\"y\":60},{\"type\":\"bulldoze\",\"x\":48,\"y\":76,\"w\":3,\"h\":3},{\"type\":\"build\",\"what\":\"police\",\"x\":48,\"y\":76},{\"type\":\"bulldoze\",\"x\":64,\"y\":72,\"w\":3,\"h\":3},{\"type\":\"build\",\"what\":\"police\",\"x\":64,\"y\":72},{\"type\":\"tax\",\"rate\":7},{\"type\":\"funding\",\"road\":100,\"fire\":100,\"police\":100},{\"type\":\"zoom\",\"x\":70,\"y\":28}]}", "routed_model": "openai/gpt-5.6-terra", "usage": {"prompt_tokens": 5083, "completion_tokens": 2050, "total_tokens": 7133, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 5081, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.04103715, "upstream_inference_prompt_cost": 0.01397715, "upstream_inference_completions_cost": 0.02706}, "completion_tokens_details": {"reasoning_tokens": 1417, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.04103715, "latency_s": 30.84, "thoughts": "Crime is the binding objective, so I will substantially densify police coverage across the developed core, especially the extreme east-central crime hotspot. Stations will replace a few developed 3x3 blocks but should be powered by the surrounding powered urban fabric; this is worth the modest loss of industrial/commercial capacity given the deep negative demand.", "notes": "Added a concentrated police grid, including stations at the 90-95/42-43 crime hotspot. Next turn verify which stations are powered, crime average, funds/budget impact, and add power links only where needed.", "actions": [{"type": "bulldoze", "x": 90, "y": 42, "w": 3, "h": 3}, {"type": "build", "what": "police", "x": 90, "y": 42}, {"type": "bulldoze", "x": 84, "y": 42, "w": 3, "h": 3}, {"type": "build", "what": "police", "x": 84, "y": 42}, {"type": "bulldoze", "x": 74, "y": 42, "w": 3, "h": 3}, {"type": "build", "what": "police", "x": 74, "y": 42}, {"type": "bulldoze", "x": 68, "y": 30, "w": 3, "h": 3}, {"type": "build", "what": "police", "x": 68, "y": 30}, {"type": "bulldoze", "x": 58, "y": 30, "w": 3, "h": 3}, {"type": "build", "what": "police", "x": 58, "y": 30}, {"type": "bulldoze", "x": 46, "y": 30, "w": 3, "h": 3}, {"type": "build", "what": "police", "x": 46, "y": 30}, {"type": "bulldoze", "x": 22, "y": 30, "w": 3, "h": 3}, {"type": "build", "what": "police", "x": 22, "y": 30}, {"type": "bulldoze", "x": 12, "y": 40, "w": 3, "h": 3}, {"type": "build", "what": "police", "x": 12, "y": 40}, {"type": "bulldoze", "x": 20, "y": 60, "w": 3, "h": 3}, {"type": "build", "what": "police", "x": 20, "y": 60}, {"type": "bulldoze", "x": 38, "y": 60, "w": 3, "h": 3}, {"type": "build", "what": "police", "x": 38, "y": 60}, {"type": "bulldoze", "x": 48, "y": 76, "w": 3, "h": 3}, {"type": "build", "what": "police", "x": 48, "y": 76}, {"type": "bulldoze", "x": 64, "y": 72, "w": 3, "h": 3}, {"type": "build", "what": "police", "x": 64, "y": 72}, {"type": "tax", "rate": 7}, {"type": "funding", "road": 100, "fire": 100, "police": 100}, {"type": "zoom", "x": 70, "y": 28}], "actions_dropped": 0, "results": ["OK bulldoze (90,42) 3x3: 5 tiles cleared, $5", "REJECTED police at (90,42): blocked by industrial (e.g. (92,42)); bulldoze first or pick another site", "OK bulldoze (84,42) 3x3: 7 tiles cleared, $7", "REJECTED police at (84,42): blocked by residential (e.g. (85,42)); bulldoze first or pick another site", "OK bulldoze (74,42) 3x3: 5 tiles cleared, $5", "REJECTED police at (74,42): blocked by residential (e.g. (74,42)); bulldoze first or pick another site", "OK bulldoze (68,30) 3x3: 7 tiles cleared, $7", "OK police at (68,30): ok", "OK bulldoze (58,30) 3x3: 7 tiles cleared, $7", "REJECTED police at (58,30): blocked by commercial (e.g. (58,31)); bulldoze first or pick another site", "OK bulldoze (46,30) 3x3: 6 tiles cleared, $6", "OK police at (46,30): ok", "OK bulldoze (22,30) 3x3: 9 tiles cleared, $9", "OK police at (22,30): ok", "OK bulldoze (12,40) 3x3: 6 tiles cleared, $6", "OK police at (12,40): ok", "OK bulldoze (20,60) 3x3: 5 tiles cleared, $5", "REJECTED police at (20,60): blocked by industrial (e.g. (20,61)); bulldoze first or pick another site", "OK bulldoze (38,60) 3x3: 6 tiles cleared, $6", "OK police at (38,60): ok", "OK bulldoze (48,76) 3x3: 8 tiles cleared, $8", "OK police at (48,76): ok", "OK bulldoze (64,72) 3x3: 7 tiles cleared, $7", "OK police at (64,72): ok", "OK tax rate set to 7%", "OK funding set: road 100%, fire 100%, police 100%", "OK zoom view at (70,28) next turn"], "state": {"population_now": 70800, "funds": 13269, "score": 539, "tax": 7}, "info": {"unpowered_zones": 6, "zones_r": 133, "zones_c": 66, "zones_i": 93, "free_sites": 10}, "wall_s": 87.7}
{"turn": 4, "date": "Oct 1972", "model": "openai/gpt-5.6-terra", "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: $9,679   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: 66,120 now (official census 76,160, Capital); residents 1290, commerce 96, industry 156 (engine units)\nZONES: residential 131, commercial 65, industrial 92; unpowered zones: 13\nDEMAND (-100..+100, positive = the city wants more of it): residential -11, commercial -100, industrial -94\nCITY SCORE (re-evaluated each January, like the official census): 539 / 1000 (change +254 at the last evaluation); approval 61%; top problems (share of citizens): pollution 14%, crime 13%, taxes 12%, housing costs 6%\nAVERAGES (0-255, lower is better except land value): crime 69, pollution 63, traffic 9, land value 45\nSERVICES: coal plants 2, nuclear 3, police 18, fire stations 6, stadiums 1, seaports 1, airports 1; road tiles 2363, rail tiles 586; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 69); population must be >= 25,000\n\nBUILDINGS (top-left; * = unpowered): coal power plant x2: (44,74) (113,32); nuclear power plant x3: (107,95) (111,95) (115,95); police station x18: (12,40) (18,52) (22,30) (35,40) (36,10) (38,60) (46,30) (47,14) (48,76) (56,44)* (56,72) (64,72) (67,67)* (68,30) (80,55)* (94,63)* (102,31) (105,0); fire station x6: (9,86) (18,14) (18,48) (43,19) (64,48) (98,31); stadium x1: (87,53)*; seaport x1: (103,42)*; airport x1: (69,11)\nUNPOWERED ZONES (top-left): (8,3) (9,6) (22,23) (39,19) (52,3) (52,6) (64,6) (83,55) (85,40) (92,42) (96,42) (99,42) (107,42)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (59,3) (67,6) (62,3) (70,6) (48,0) (52,0) (89,42) (10,43) (46,79) (73,6)\nLARGE OPEN AREAS (top-left, size): (97,66) 23x23 (70,69) 20x20 (56,75) 14x14 (107,3) 12x12 (0,10) 10x10 (19,0) 9x9\nHOT SPOTS (value@tile range): crime: 250@(94-95,42-43) 250@(92-93,42-43) 250@(92-93,40-41); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15); traffic: 206@(92-93,40-41) 206@(72-73,34-35) 206@(72-73,32-33)\n\nMAP (1 char = 2x2 tiles; the char at column c, row r covers x=2c..2c+1, y=2r..2r+1).\nLegend: . empty land  \" trees  ~ water  , rubble  * fire  w flood  ! radiation  # road  = rail  + power line  R/C/I zones (lowercase = unpowered)  E coal plant  N nuclear  P police  F fire station  S stadium  O seaport  A airport  H hospital/church  k park\n      0    10   20   30   40   50   60   70   80   90   100  110     <- x\ny=  0 .\"\"#\"\"\".\"\".\"\"\"#\"\"\"\"\".\"\"\"\"#\"\"...\"\"\"\"\"..\"\"\"\"\"\".\"\"\"#\".\"PP\"\"\"\"\"\"\ny=  2 .\"\"#rr\"\"\"\"\"\"\"\"#\"\"\"\"\".\"\"\"RRrr.\".\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"#\"\"\"PP\"\"..\"\"\ny=  4 .\"\"#rr\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"\"RRrrRR..\"\"\"\"\".\"\".\"\"\"\"\"CC#\"\"\"+\"\"\"\"\"\".\ny=  6 .\"\"#rr\"\".\"\".\"\"#RRRRRRRCCRRrrIIIIrr\"\"..\"\"CC\"\"\"\"CC#CC.+\"\"\"\"\"\".\ny=  8 \"\"\".rr#########RRRRRRRCCRRrrIIIIrr######CC#######CC.+\".\"\"\"..\ny= 10 \"\"\".....#RRRRHHCC#PPRIIII#IIIIIIIIAAAAIIRRRR#RRRRRR.+..\"\"\"\"\"\ny= 12 ..\".....#RRRRHHCC#PPRIIII#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 .####RRRRRRPPRRCCCCCCCCPP#CCCCRRRRPPRRRRRRRR#RRRRFFPPII###\"~\ny= 32 \"\"\"\"#RRRRRRPPRRCCCCCCCCPP#CCCCRRRRPPRRRRRRRR#RRRRFFPPII#EEE~\ny= 34 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRHH#RRRRRRRRRR#EEE~\ny= 36 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRHH#RRRRRRRRRR#\"~~~\ny= 38 \"\"\".####################################################~~~~\ny= 40 \"\"\".=.PPRRRRRRR=RPPCCRRCC#CCRRRRRRRRRRRRRRrr############~~~~\ny= 42 \"\"\"\"=.PPRRRRRRR#RPPCCRRCC#CCRRRRRRRRRRRRRRrr#,iiiiiOOOi#~~~~\ny= 44 \"\"\"\"=.#RRRRRRRRCCCCCCCCCC#CCPPkkk=RRRRRRRR~k=~iiiiiOOOi~~~~~\ny= 46 \"\"\"\"###RRRRRRRRCCCCCCCCCC#CCPP####RRRRRRRR~~+~~~~~+~~~~~~~~~\ny= 48 .RRR#RRHHFFRRHHCCCCCCCCCC#CCCCRRFFRRRR#~#~~++~~~~~+~~~~~~~~~\ny= 50 #RRR#RRHHFFRRHHCCCCCCCCCC#CCCCRRFFRRRR~~#~~+\"\"~~~~+~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~+~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~PPrSSS~~~~+~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#~~~~~PPrSSS~~~~+~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"\"++++++~~~+~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCPPCCCC#CCCC#~~~~~~~~\"\"\"~~~~~~~\"+\"\".\"\"~~~~\ny= 62 \"\".\"IIII#IIIIIICCCCPPCCCC#CC~~~~~~~~~~~~~~~~~~+PP++\"\"...\"\"\"~\ny= 64 \"\"..IIII#IIIIIICCCCCC###=##+~~~~~~~~~~~~~~~~~~\"PP\"\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC+~~=#~+~~~~~PP~~~~~~~~\"\".+\"\"\"\"\".\"\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC##+~~=##II~\"\"\"PP++++++++++++\"\".\"\"\"..\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~+~~=#III+++++\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~+~~=#IIPP\"\"PP\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..\"\"IIII#IIIIIICC~~~IIEE=CC+PP\"\"PP\"\".\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"..\"\".\ny= 76 \"\"\"\"#############~~~IIEEPPI+\"\"\".\"\"\".\"......\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"\"\"IIII#IIIIII~~~~II###PPI\"\"\"\".\"\"\".\"\"\"..\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\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 (70,28)):\n       7         8         9         0         \n       0123456789012345678901234567890123456789\ny= 28  II#III#III#RRR#RRR=#HHH#HHH#HHH#RRR=#III\ny= 29  II#III#III#RRR#RRR=#HHH#HHH#HHH#RRR=#III\ny= 30  P#######################################\ny= 31  P,#RRR#RRR#RRR#RRR=#RRR#RRR#FFF#PPP=#III\ny= 32  P,#RRR#RRR#RRR#RRR=#RRR#RRR#FFF#PPP=#III\ny= 33  ,,#RRR#RRR#RRR#RRR=#RRR#RRR#FFF#PPP=#III\ny= 34  ########################################\ny= 35  RR#RRR#RRR#RRR#HHH=#RRR#RRR#RRR#RRR=#RRR\ny= 36  RR#RRR#RRR#RRR#HHH=#RRR#RRR#RRR#RRR=#RRR\ny= 37  RR#RRR#RRR#RRR#HHH=#RRR#RRR#RRR#RRR=#RRR\ny= 38  ==#===#===#===#====#===#===#===#====#===\ny= 39  ########################################\ny= 40  RR#RRR#RRR#RRR#RRR=#kkk#kkk#kkk#kkkk#kkk\ny= 41  RR#RRR#RRR#RRR#RRR######################\ny= 42  RR#RRR.RRR#RRR.RRR=,,.III#IIIIII#OOOOIII\ny= 43  ####...#######...##,,.III#IIIIII#OOOOIII\ny= 44  RR#RRR.RRR#RRR...k=,..III#IIIIII#OOOOIII\ny= 45  RR#RRR#RRR#RRR~~~~~+~~~~~~~~~~~+~OOOO~~~\ny= 46  RR#RRR#RRR#RRR~~~~~+~~~~~~~~~~~+~~~~~~~~\ny= 47  ###########~~~~~~~~+~~~~~~~~~~~+~~~~~~~~\ny= 48  RR#RRR#.~~##~~~~~~~+~~~~~~~~~~~+~~~~~~~~\ny= 49  RR#RRR#~~~~~~~~~~+++~~~~~~~~~~~+~~~~~~~~\ny= 50  RR#RRR~~~~#~~~~~.+\"\"\".~~~~~~~~~+~~~~~~~~\ny= 51  ####~~~~~~~~~~~..+\"\"\"...~~~.~~~+~~~~~~~~\ny= 52  RR.~~~~~~~##~~..######~~....~~~+~~~~~~~~\n\nEVENTS SINCE LAST TURN: Heavy traffic reported. (at 78,32) | Pollution very high.\nRESULTS OF YOUR LAST ACTIONS: OK bulldoze (90,42) 3x3: 5 tiles cleared, $5 | REJECTED police at (90,42): blocked by industrial (e.g. (92,42)); bulldoze first or pick another site | OK bulldoze (84,42) 3x3: 7 tiles cleared, $7 | REJECTED police at (84,42): blocked by residential (e.g. (85,42)); bulldoze first or pick another site | OK bulldoze (74,42) 3x3: 5 tiles cleared, $5 | REJECTED police at (74,42): blocked by residential (e.g. (74,42)); bulldoze first or pick another site | OK bulldoze (68,30) 3x3: 7 tiles cleared, $7 | OK police at (68,30): ok | OK bulldoze (58,30) 3x3: 7 tiles cleared, $7 | REJECTED police at (58,30): blocked by commercial (e.g. (58,31)); bulldoze first or pick another site | OK bulldoze (46,30) 3x3: 6 tiles cleared, $6 | OK police at (46,30): ok | OK bulldoze (22,30) 3x3: 9 tiles cleared, $9 | OK police at (22,30): ok | OK bulldoze (12,40) 3x3: 6 tiles cleared, $6 | OK police at (12,40): ok | OK bulldoze (20,60) 3x3: 5 tiles cleared, $5 | REJECTED police at (20,60): blocked by industrial (e.g. (20,61)); bulldoze first or pick another site | OK bulldoze (38,60) 3x3: 6 tiles cleared, $6 | OK police at (38,60): ok | OK bulldoze (48,76) 3x3: 8 tiles cleared, $8 | OK police at (48,76): ok | OK bulldoze (64,72) 3x3: 7 tiles cleared, $7 | OK police at (64,72): ok | OK tax rate set to 7% | OK funding set: road 100%, fire 100%, police 100% | OK zoom view at (70,28) next turn\nYOUR NOTES FROM LAST TURN: Added a concentrated police grid, including stations at the 90-95/42-43 crime hotspot. Next turn verify which stations are powered, crime average, funds/budget impact, and add power links only where needed.", "raw": "{\"thoughts\":\"The immediate priority is to power the isolated police, stadium, and port network while placing one police station directly on the extreme inner-city crime hotspot. I will also remove a small highly polluted industrial pocket at that hotspot and add inexpensive parks to support land value.\",\"notes\":\"Power backbone: coal plant (44,74) to police (67,67), then to (80,55), stadium (87,53), and police (94,63). Port gets line from coal (113,32). New police at (91,40) after clearance; check crime, pollution, power status, and January budget next turn.\",\"actions\":[{\"type\":\"bulldoze\",\"x\":91,\"y\":40,\"w\":6,\"h\":6},{\"type\":\"build\",\"what\":\"police\",\"x\":91,\"y\":40},{\"type\":\"power_line\",\"x1\":113,\"y1\":35,\"x2\":105,\"y2\":42},{\"type\":\"power_line\",\"x1\":56,\"y1\":44,\"x2\":56,\"y2\":38},{\"type\":\"power_line\",\"x1\":67,\"y1\":69,\"x2\":47,\"y2\":74},{\"type\":\"power_line\",\"x1\":80,\"y1\":57,\"x2\":67,\"y2\":69},{\"type\":\"power_line\",\"x1\":82,\"y1\":56,\"x2\":87,\"y2\":56},{\"type\":\"power_line\",\"x1\":90,\"y1\":56,\"x2\":94,\"y2\":63},{\"type\":\"power_line\",\"x1\":91,\"y1\":43,\"x2\":90,\"y2\":56},{\"type\":\"build\",\"what\":\"park\",\"x\":84,\"y\":42},{\"type\":\"build\",\"what\":\"park\",\"x\":90,\"y\":42},{\"type\":\"build\",\"what\":\"park\",\"x\":74,\"y\":42},{\"type\":\"funding\",\"road\":100,\"fire\":100,\"police\":100},{\"type\":\"zoom\",\"x\":80,\"y\":38}]}", "routed_model": "openai/gpt-5.6-terra", "usage": {"prompt_tokens": 5051, "completion_tokens": 2117, "total_tokens": 7168, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 5049, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.04183355, "upstream_inference_prompt_cost": 0.01388915, "upstream_inference_completions_cost": 0.0279444}, "completion_tokens_details": {"reasoning_tokens": 1686, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.04183355, "latency_s": 26.82, "thoughts": "The immediate priority is to power the isolated police, stadium, and port network while placing one police station directly on the extreme inner-city crime hotspot. I will also remove a small highly polluted industrial pocket at that hotspot and add inexpensive parks to support land value.", "notes": "Power backbone: coal plant (44,74) to police (67,67), then to (80,55), stadium (87,53), and police (94,63). Port gets line from coal (113,32). New police at (91,40) after clearance; check crime, pollution, power status, and January budget next turn.", "actions": [{"type": "bulldoze", "x": 91, "y": 40, "w": 6, "h": 6}, {"type": "build", "what": "police", "x": 91, "y": 40}, {"type": "power_line", "x1": 113, "y1": 35, "x2": 105, "y2": 42}, {"type": "power_line", "x1": 56, "y1": 44, "x2": 56, "y2": 38}, {"type": "power_line", "x1": 67, "y1": 69, "x2": 47, "y2": 74}, {"type": "power_line", "x1": 80, "y1": 57, "x2": 67, "y2": 69}, {"type": "power_line", "x1": 82, "y1": 56, "x2": 87, "y2": 56}, {"type": "power_line", "x1": 90, "y1": 56, "x2": 94, "y2": 63}, {"type": "power_line", "x1": 91, "y1": 43, "x2": 90, "y2": 56}, {"type": "build", "what": "park", "x": 84, "y": 42}, {"type": "build", "what": "park", "x": 90, "y": 42}, {"type": "build", "what": "park", "x": 74, "y": 42}, {"type": "funding", "road": 100, "fire": 100, "police": 100}, {"type": "zoom", "x": 80, "y": 38}], "actions_dropped": 0, "results": ["OK bulldoze (91,40) 6x6: 20 tiles cleared, $20", "OK police at (91,40): ok", "OK power_line (113,35)->(105,42): 9/16 tiles ok, $46; 1 blocked by coal power plant e.g. (113, 35); 3 blocked by residential e.g. (109, 35); 2 blocked by rail e.g. (105, 36); 1 blocked by seaport e.g. (105, 42)", "OK power_line (56,44)->(56,38): 3/7 tiles ok, $15; 1 blocked by police station e.g. (56, 44); 3 blocked by residential e.g. (56, 42)", "OK power_line (67,69)->(47,74): 14/26 tiles ok, $83; 1 blocked by police station e.g. (67, 69); 3 blocked by industrial e.g. (57, 69); 2 blocked by road e.g. (52, 69); 4 blocked by water e.g. (50, 69); 1 blocked by rail e.g. (49, 69); 1 blocked by coal power plant e.g. (47, 74)", "OK power_line (80,57)->(67,69): 22/26 tiles ok, $395; 4 blocked by police station e.g. (80, 57)", "OK power_line (82,56)->(87,56): 1/6 tiles ok, $5; 1 blocked by police station e.g. (82, 56); 3 blocked by residential e.g. (83, 56); 1 blocked by stadium e.g. (87, 56)", "OK power_line (90,56)->(94,63): 7/12 tiles ok, $76; 1 blocked by stadium e.g. (90, 56); 2 blocked by water e.g. (94, 59); 1 blocked by power line e.g. (94, 62); 1 blocked by police station e.g. (94, 63)", "OK power_line (91,43)->(90,56): 11/15 tiles ok, $139; 4 blocked by stadium e.g. (90, 53)", "OK park at (84,42): ok", "OK park at (90,42): ok", "REJECTED park at (74,42): blocked by residential (e.g. (74,42)); bulldoze first or pick another site", "OK funding set: road 100%, fire 100%, police 100%", "OK zoom view at (80,38) next turn"], "state": {"population_now": 66120, "funds": 9679, "score": 539, "tax": 7}, "info": {"unpowered_zones": 13, "zones_r": 131, "zones_c": 65, "zones_i": 92, "free_sites": 10}, "wall_s": 114.7}
{"turn": 5, "date": "Jan 1973", "model": "openai/gpt-5.6-terra", "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: $4,861   tax rate 7%   funding: road 100%, fire 100%, police 100%\n  last January's budget: tax income $1,440, requested road $2,456, fire $600, police $1,900; cash flow $-3,516/yr\nPOPULATION: 61,700 now (official census 62,640, Capital); residents 1197, commerce 92, industry 144 (engine units)\nZONES: residential 133, commercial 65, industrial 91; unpowered zones: 9\nDEMAND (-100..+100, positive = the city wants more of it): residential -52, commercial -100, industrial -100\nCITY SCORE (re-evaluated each January, like the official census): 482 / 1000 (change -57 at the last evaluation); approval 54%; top problems (share of citizens): crime 15%, pollution 12%, taxes 12%, housing costs 5%\nAVERAGES (0-255, lower is better except land value): crime 69, pollution 63, traffic 24, land value 45\nSERVICES: coal plants 2, nuclear 3, police 19, fire stations 6, stadiums 1, seaports 1, airports 1; road tiles 2325, rail tiles 582; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 69); population must be >= 25,000\n\nBUILDINGS (top-left; * = unpowered): coal power plant x2: (44,74) (113,32); nuclear power plant x3: (107,95) (111,95) (115,95); police station x19: (12,40) (18,52) (22,30) (35,40) (36,10) (38,60) (46,30) (47,14) (48,76) (56,44) (56,72) (64,72) (67,67) (68,30) (80,55) (91,40) (94,63)* (102,31) (105,0); fire station x6: (9,86) (18,14) (18,48) (43,19) (64,48) (98,31); stadium x1: (87,53); seaport x1: (103,42)*; airport x1: (69,11)\nUNPOWERED ZONES (top-left): (8,3) (9,6) (52,3) (52,6) (64,6) (85,40) (96,42) (99,42) (107,42)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (59,3) (67,6) (62,3) (70,6) (48,0) (52,0) (10,43) (46,79) (73,6) (26,6)\nLARGE OPEN AREAS (top-left, size): (97,66) 23x23 (70,69) 20x20 (56,75) 14x14 (107,3) 12x12 (0,10) 10x10 (19,0) 9x9\nHOT SPOTS (value@tile range): crime: 250@(94-95,42-43) 250@(92-93,42-43) 250@(92-93,40-41); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15); traffic: 206@(64-65,38-39) 206@(60-61,38-39) 206@(58-59,38-39)\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 .\"\"#\"\"\".\"\".\"\"\"#\"\"\"\"\".\"\"\"\"#\"\"...\"\"\"\"\"..\"\"\"\"\"\".\"\"\"#\".\"PP\"\"\"\"\"\"\ny=  2 .\"\"#rr\"\"\"\"\"\"\"\"#\"\"\"\"\".\"\"\"RRrr.\".\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"#\"\"\"PP\"\"..\"\"\ny=  4 .\"\"#rr\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"\"RRrrRR..\"\"\"\"\".\"\".\"\"\"\"\"CC#\"\"\"+\"\"\"\"\"\".\ny=  6 .\"\"#rr\"\".\"\".\"\"#RRRRRRRCCRRrrIIIIrr\"\"..\"\"CC\"\"\"\"CC#CC.+\"\"\"\"\"\".\ny=  8 \"\"\".rr#########RRRRRRRCCRRrrIIIIrr######CC#######CC.+\".\"\"\"..\ny= 10 \"\"\".....#RRRRHHCC#PPRIIII#IIIIIIIIAAAAIIRRRR#RRRRRR.+..\"\"\"\"\"\ny= 12 ..\".....#RRRRHHCC#PPRIIII#IIIIIIIIAAAAIIRRRR#RRRRRR##..\"\"\"\"\"\ny= 14 \"\"\".....#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#,,,#RR,+II\"\"\"\"\"\ny= 16 \"\"\"\"....#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#===#RR==II\"\"\"\"\"\ny= 18 \"\"\"\".RR.#RRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRII\"\"\"\ny= 20 ..\"\".RR.#RRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRIIII\"\ny= 22 \"\"\"\"#RR##RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#####RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#kkk#RRRRkkk=RRII\"\"\"\ny= 26 \"HHR#RRRRHHRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#HHHHHHRRIIIIII\"\ny= 28 .HHR#RRRRHHRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#HHHHHHRRIIIIII~\ny= 30 .####RRRRRRPPRRCCCCCCCCPP#CCCCRRRRPPRRRRRRRR#RRRRFFPPII###\"~\ny= 32 \"\"\"\"#RRRRRRPPRRCCCCCCCCPP#CCCCRRRRPPRRRRRRRR#RRRRFFPPII#EEE~\ny= 34 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#EEE~\ny= 36 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#\"~~~\ny= 38 \"\"\".####################################################~~~~\ny= 40 \"\"\".=.PPRRRRRRR=RPPCCRRCC#CCRRRRRRRRRRRRRRrr#PP.########~~~~\ny= 42 \"\"\"\"=.PPRRRRRRR#RPPCCRRCC#CCRRRRRRRRRRRRRRrr#PP.iiiOOOi#~~~~\ny= 44 \"\"\"\"=.#RRRRRRRRCCCCCCCCCC#CCPPkkk=RRRRRRRR~k=+,~iiiOOOi~~~~~\ny= 46 \"\"\"\"###RRRRRRRRCCCCCCCCCC#CCPP####RRRRRRRR~~++~~~~+~~~~~~~~~\ny= 48 .RRR#RRHHFFRRHHCCCCCCCCCC#CCCCRRFFRRRR#~#~~+++~~~~+~~~~~~~~~\ny= 50 #RRR#RRHHFFRRHHCCCCCCCCCC#CCCCRRFFRRRR~~#~~+\"+~~~~+~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~+~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~PPRSSS~~~~+~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#+++++PPRSSS++~~+~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"\"+++++++~~+~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCPPCCCC#CCCC#~~+~~~~~\"\"\"~~~~~+~\"+\"\".\"\"~~~~\ny= 62 \"\".\"IIII#IIIIIICCCCPPCCCC#CC~~~~~+~~~~~~~~~~~~+PP++\"\"...\"\"\"~\ny= 64 \"\"..IIII#IIIIIICCCCCC###=##+~~~~~+~~~~~~~~~~~~\"PP\"\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC+~~=#~+~~~~~PP~~~~~~~~\"\".+\"\"\"\"\".\"\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC##+~~=##II++++PP++++++++++++\"\".\"\"\"..\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~+~+=#III+++++\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~+~+=#IIPP\"\"PP\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..\"\"IIII#IIIIIICC~~~IIEE=CC+PP\"\"PP\"\".\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"..\"\".\ny= 76 \"\"\"\"#############~~~IIEEPPI+\"\"\".\"\"\".\"......\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"\"\"IIII#IIIIII~~~~II###PPI\"\"\"\".\"\"\".\"\"\"..\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\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 (80,38)):\n       8         9         0         1         \n       0123456789012345678901234567890123456789\ny= 38  #===#====#===#===#===#====#===#\"\"~~~~~~~\ny= 39  ###############################.~~~~~~~~\ny= 40  #RRR#RRR=#kPPP...#kkk#kkk+#kkk#~~~~~~~~~\ny= 41  #RRR#RRR###PPP...##############~~~~~~~~~\ny= 42  #RRRkRRR=,kPPP..IIIIII#OOOOIII#~~~~~~~~~\ny= 43  ####...##,++,,..IIIIII#OOOOIII#~~~~~~~~~\ny= 44  #RRR...k=,+.,...IIIIII#OOOOIII~~~~~~~~~~\ny= 45  #RRR~~~~~++~~~~~~~~~~+~OOOO~~~~~~~~~~~~~\ny= 46  #RRR~~~~~++~~~~~~~~~~+~~~~~~~~~~~~~~~~~~\ny= 47  #~~~~~~~~++~~~~~~~~~~+~~~~~~~~~~~~~~~~~~\ny= 48  ##~~~~~~~++~~~~~~~~~~+~~~~~~~~~~~~~~~~~~\ny= 49  ~~~~~~~++++~~~~~~~~~~+~~~~~~~~~~~~~~~~~~\ny= 50  #~~~~~.+\"\"+.~~~~~~~~~+~~~~~~~~~~~~~~~~~~\ny= 51  ~~~~~..+\"\"+...~~~.~~~+~~~~~~~~~~~~~~~~~~\ny= 52  ##~~..######~~....~~~+~~~~~~~~~~~~~~~~~~\ny= 53  #~...##SSSS#~~~~~.~~~+~~~~~~~\"\"~~~~~~~~~\ny= 54  #######SSSS#~~~~.~~~~+~~....\"\"\"\"~~~~~~~~\ny= 55  PPPRRR#SSSS#.~~.~~~~~+~~~~~~\"\"\"\"~~~~~~~~\ny= 56  PPPRRR#SSSS#+++~~~~~~+~~~~~~~~~~~~~~~~~~\ny= 57  PPPRRR######.~+~~~~~~+~~~~~~~~~~~~~~~~~~\ny= 58  \"\"\"++++++++++++~~~~..+\"~~~~~~~~~~~~~~~~~\ny= 59  \"\"\"\"\"\"~~~~~~~~~~~~...+\"\"\"\"~~~~~~~~~~~~~~\ny= 60  \"\"\"\"\"~~~~~~~~~~~~...\"+\"\"\"\"...\"\"\"~~~~~~~~\ny= 61  \"\"\"\"~~~~~~~~~~+~...\"\"+\"\"\"....\"\"\"......~~\ny= 62  \"\"\"~~~~~~~~~~+++++++++\"\"\"..............~\n\nEVENTS SINCE LAST TURN: Heavy traffic reported. (at 69,27)\nRESULTS OF YOUR LAST ACTIONS: OK bulldoze (91,40) 6x6: 20 tiles cleared, $20 | OK police at (91,40): ok | OK power_line (113,35)->(105,42): 9/16 tiles ok, $46; 1 blocked by coal power plant e.g. (113, 35); 3 blocked by residential e.g. (109, 35); 2 blocked by rail e.g. (105, 36); 1 blocked by seaport e.g. (105, 42) | OK power_line (56,44)->(56,38): 3/7 tiles ok, $15; 1 blocked by police station e.g. (56, 44); 3 blocked by residential e.g. (56, 42) | OK power_line (67,69)->(47,74): 14/26 tiles ok, $83; 1 blocked by police station e.g. (67, 69); 3 blocked by industrial e.g. (57, 69); 2 blocked by road e.g. (52, 69); 4 blocked by water e.g. (50, 69); 1 blocked by rail e.g. (49, 69); 1 blocked by coal power plant e.g. (47, 74) | OK power_line (80,57)->(67,69): 22/26 tiles ok, $395; 4 blocked by police station e.g. (80, 57) | OK power_line (82,56)->(87,56): 1/6 tiles ok, $5; 1 blocked by police station e.g. (82, 56); 3 blocked by residential e.g. (83, 56); 1 blocked by stadium e.g. (87, 56) | OK power_line (90,56)->(94,63): 7/12 tiles ok, $76; 1 blocked by stadium e.g. (90, 56); 2 blocked by water e.g. (94, 59); 1 blocked by power line e.g. (94, 62); 1 blocked by police station e.g. (94, 63) | OK power_line (91,43)->(90,56): 11/15 tiles ok, $139; 4 blocked by stadium e.g. (90, 53) | OK park at (84,42): ok | OK park at (90,42): ok | REJECTED park at (74,42): blocked by residential (e.g. (74,42)); bulldoze first or pick another site | OK funding set: road 100%, fire 100%, police 100% | OK zoom view at (80,38) next turn\nYOUR NOTES FROM LAST TURN: Power backbone: coal plant (44,74) to police (67,67), then to (80,55), stadium (87,53), and police (94,63). Port gets line from coal (113,32). New police at (91,40) after clearance; check crime, pollution, power status, and January budget next turn.", "raw": "{\"thoughts\":\"Crime is only modestly above the target, so I will preserve full police coverage and use inexpensive parks to improve the severely distressed east-side hotspot. The city cannot sustain its current annual deficit, so I will raise taxes enough to maintain police while reducing road and fire funding on the oversized existing networks.\",\"notes\":\"Set tax 15%, road/fire funding 50%, police 100%. Parks placed in the cleared high-crime industrial area beside the new police station at (91,40); next turn check crime average, population trend, station/park effects, and whether funding is affordable.\",\"actions\":[{\"type\":\"tax\",\"rate\":15},{\"type\":\"funding\",\"road\":50,\"fire\":50,\"police\":100},{\"type\":\"build\",\"what\":\"park\",\"x\":94,\"y\":40},{\"type\":\"build\",\"what\":\"park\",\"x\":94,\"y\":43},{\"type\":\"build\",\"what\":\"park\",\"x\":91,\"y\":43},{\"type\":\"zoom\",\"x\":88,\"y\":36}]}", "routed_model": "openai/gpt-5.6-terra", "usage": {"prompt_tokens": 5016, "completion_tokens": 1725, "total_tokens": 6741, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 5014, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.0365629, "upstream_inference_prompt_cost": 0.0137929, "upstream_inference_completions_cost": 0.02277}, "completion_tokens_details": {"reasoning_tokens": 1508, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.0365629, "latency_s": 26.03, "thoughts": "Crime is only modestly above the target, so I will preserve full police coverage and use inexpensive parks to improve the severely distressed east-side hotspot. The city cannot sustain its current annual deficit, so I will raise taxes enough to maintain police while reducing road and fire funding on the oversized existing networks.", "notes": "Set tax 15%, road/fire funding 50%, police 100%. Parks placed in the cleared high-crime industrial area beside the new police station at (91,40); next turn check crime average, population trend, station/park effects, and whether funding is affordable.", "actions": [{"type": "tax", "rate": 15}, {"type": "funding", "road": 50, "fire": 50, "police": 100}, {"type": "build", "what": "park", "x": 94, "y": 40}, {"type": "build", "what": "park", "x": 94, "y": 43}, {"type": "build", "what": "park", "x": 91, "y": 43}, {"type": "zoom", "x": 88, "y": 36}], "actions_dropped": 0, "results": ["OK tax rate set to 15%", "OK funding set: road 50%, fire 50%, police 100%", "OK park at (94,40): ok", "OK park at (94,43): ok", "OK park at (91,43): ok", "OK zoom view at (80,36) next turn"], "state": {"population_now": 61700, "funds": 4861, "score": 482, "tax": 7}, "info": {"unpowered_zones": 9, "zones_r": 133, "zones_c": 65, "zones_i": 91, "free_sites": 10}, "wall_s": 140.9}
{"turn": 6, "date": "Apr 1973", "model": "openai/gpt-5.6-terra", "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: $4,830   tax rate 15%   funding: road 50%, fire 50%, police 100%\n  last January's budget: tax income $1,440, requested road $2,456, fire $600, police $1,900; cash flow $-3,516/yr\nPOPULATION: 56,580 now (official census 62,640, Capital); residents 1045, commerce 85, industry 138 (engine units)\nZONES: residential 134, commercial 65, industrial 91; unpowered zones: 9\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): 482 / 1000 (change -57 at the last evaluation); approval 54%; top problems (share of citizens): crime 15%, pollution 12%, taxes 12%, housing costs 5%\nAVERAGES (0-255, lower is better except land value): crime 57, pollution 65, traffic 24, land value 48\nSERVICES: coal plants 2, nuclear 3, police 19, fire stations 6, stadiums 1, seaports 1, airports 1; road tiles 2344, rail tiles 582; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 57); 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 x19: (12,40) (18,52) (22,30) (35,40) (36,10) (38,60) (46,30) (47,14) (48,76) (56,44) (56,72) (64,72) (67,67) (68,30) (80,55) (91,40)* (94,63)* (102,31) (105,0); fire station x6: (9,86) (18,14) (18,48) (43,19) (64,48) (98,31); stadium x1: (87,53); seaport x1: (103,42)*; airport x1: (69,11)\nUNPOWERED ZONES (top-left): (8,3) (9,6) (52,3) (52,6) (64,6) (85,40) (96,42) (99,42) (107,42)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (59,3) (67,6) (62,3) (70,6) (48,0) (52,0) (10,43) (46,79) (73,6) (26,6)\nLARGE OPEN AREAS (top-left, size): (97,66) 23x23 (70,69) 20x20 (56,75) 14x14 (107,3) 12x12 (0,10) 10x10 (19,0) 9x9\nHOT SPOTS (value@tile range): crime: 250@(56-57,10-11) 250@(24-25,78-79) 250@(24-25,74-75); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15); traffic: 206@(62-63,54-55) 206@(62-63,34-35) 206@(24-25,22-23)\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 .\"\"#\"\"\".\"\".\"\"\"#\"\"\"\"\".\"\"\"\"#\"\"...\"\"\"\"\"..\"\"\"\"\"\".\"\"\"#\".\"PP\"\"\"\"\"\"\ny=  2 .\"\"#rr\"\"\"\"\"\"\"\"#\"\"\"\"\".\"\"\"RRrr.\".\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"#\"\"\"PP\"\"..\"\"\ny=  4 .\"\"#rr\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"\"RRrrRR..\"\"\"\"\".\"\".\"\"\"\"\"CC#\"\"\"+\"\"\"\"\"\".\ny=  6 .\"\"#rr\"\".\"\".\"\"#RRRRRRRCCRRrrIIIIrr\"\"..\"\"CC\"\"\"\"CC#CC.+\"\"\"\"\"\".\ny=  8 \"\"\".rr#########RRRRRRRCCRRrrIIIIrr######CC#######CC.+\".\"\"\"..\ny= 10 \"\"\".....#RRRRHHCC#PPRIIII#IIIIIIIIAAAAIIRRRR#RRRRRR.+..\"\"\"\"\"\ny= 12 ..\".....#RRRRHHCC#PPRIIII#IIIIIIIIAAAAIIRRRR#RRRRRR##..\"\"\"\"\"\ny= 14 \"\"\".....#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#,,,#RR,+II\"\"\"\"\"\ny= 16 \"\"\"\"....#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#===#RR==II\"\"\"\"\"\ny= 18 \"\"\"\".RR.#RRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRII\"\"\"\ny= 20 ..\"\".RR.#RRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRIIII\"\ny= 22 \"\"\"\"#RR##RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#####RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#kkk#RRRRkkk=RRII\"\"\"\ny= 26 \"HHR#RRRRHHRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#HHHHRRRRIIIIII\"\ny= 28 .HHR#RRRRHHRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#HHHHRRRRIIIIII~\ny= 30 .####RRRRRRPPRRCCCCCCCCPP#CCCCRRRRPPRRRRRRRR#RRRRFFPPII###\"~\ny= 32 \"\"\"\"#RRRRRRPPRRCCCCCCCCPP#CCCCRRRRPPRRRRRRRR#RRRRFFPPII#EEE~\ny= 34 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#EEE~\ny= 36 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#\"~~~\ny= 38 \"\"\".####################################################~~~~\ny= 40 \"\"\".=.PPRRRRRRR=RPPCCRRCC#CCRRRRRRRRRRRRRRrr#PPk########~~~~\ny= 42 \"\"\"\"=.PPRRRRRRR#RPPCCRRCC#CCRRRRRRRRRRRRRRrr#PPkiiiOOOi#~~~~\ny= 44 \"\"\"\"=.#RRRRRRRRCCCCCCCCCC#CCPPkkk=RRRRRRRR~k=+,~iiiOOOi~~~~~\ny= 46 \"\"\"\"###RRRRRRRRCCCCCCCCCC#CCPP####RRRRRRRR~~++~~~~+~~~~~~~~~\ny= 48 .RRR#RRHHFFRRHHCCCCCCCCCC#CCCCRRFFRRRR#~#~~+++~~~~+~~~~~~~~~\ny= 50 #RRR#RRHHFFRRHHCCCCCCCCCC#CCCCRRFFRRRR~~#~~+\"+~~~~+~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~+~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~PPRSSS~~~~+~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#+++++PPRSSS++~~+~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"\"+++++++~~+~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCPPCCCC#CCCC#~~+~~~~~\"\"\"~~~~~+~\"+\"\".\"\"~~~~\ny= 62 \"\".\"IIII#IIIIIICCCCPPCCCC#CC~~~~~+~~~~~~~~~~~~+PP++\"\"...\"\"\"~\ny= 64 \"\"..IIII#IIIIIICCCCCC###=##+~~~~~+~~~~~~~~~~~~\"PP\"\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC+~~=#~+~~~~~PP~~~~~~~~\"\".+\"\"\"\"\".\"\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC##+~~=##II++++PP++++++++++++\"\".\"\"\"..\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~+~+=#III+++++\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~+~+=#IIPP\"\"PP\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..\"\"IIII#IIIIIICC~~~IIEE=CC+PP\"\"PP\"\".\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"..\"\".\ny= 76 \"\"\"\"#############~~~IIEEPPI+\"\"\".\"\"\".\"......\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"\"\"IIII#IIIIII~~~~II###PPI\"\"\"\".\"\"\".\"\"\"..\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\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 (80,36)):\n       8         9         0         1         \n       0123456789012345678901234567890123456789\ny= 36  #RRR#RRR=#RRR#RRR#RRR#RRR=#RRR#\"\"\".~~~~~\ny= 37  #RRR#RRR=#RRR#RRR#RRR#RRR=#RRR#\"\"\"~~~~~~\ny= 38  #===#====#===#===#===#====#===#\"\"~~~~~~~\ny= 39  ###############################.~~~~~~~~\ny= 40  #RRR#RRR=#kPPPk..#kkk#kkk+#kkk#~~~~~~~~~\ny= 41  #RRR#RRR###PPP...##############~~~~~~~~~\ny= 42  #RRRkRRR=,kPPP..IIIIII#OOOOIII#~~~~~~~~~\ny= 43  ####...##,+k,,k.IIIIII#OOOOIII#~~~~~~~~~\ny= 44  #RRR...k=,+.,...IIIIII#OOOOIII~~~~~~~~~~\ny= 45  #RRR~~~~~++~~~~~~~~~~+~OOOO~~~~~~~~~~~~~\ny= 46  #RRR~~~~~++~~~~~~~~~~+~~~~~~~~~~~~~~~~~~\ny= 47  #~~~~~~~~++~~~~~~~~~~+~~~~~~~~~~~~~~~~~~\ny= 48  #~~~~~~~~++~~~~~~~~~~+~~~~~~~~~~~~~~~~~~\ny= 49  #~~~~~~++++~~~~~~~~~~+~~~~~~~~~~~~~~~~~~\ny= 50  #~~~~~.+\"\"+.~~~~~~~~~+~~~~~~~~~~~~~~~~~~\ny= 51  #~~~~..+\"\"+...~~~.~~~+~~~~~~~~~~~~~~~~~~\ny= 52  #~~~..######~~....~~~+~~~~~~~~~~~~~~~~~~\ny= 53  #~...##SSSS#~~~~~.~~~+~~~~~~~\"\"~~~~~~~~~\ny= 54  #######SSSS#~~~~.~~~~+~~....\"\"\"\"~~~~~~~~\ny= 55  PPPRRR#SSSS#.~~.~~~~~+~~~~~~\"\"\"\"~~~~~~~~\ny= 56  PPPRRR#SSSS#+++~~~~~~+~~~~~~~~~~~~~~~~~~\ny= 57  PPPRRR######.~+~~~~~~+~~~~~~~~~~~~~~~~~~\ny= 58  \"\"\"++++++++++++~~~~..+\"~~~~~~~~~~~~~~~~~\ny= 59  \"\"\"\"\"\"~~~~~~~~~~~~...+\"\"\"\"~~~~~~~~~~~~~~\ny= 60  \"\"\"\"\"~~~~~~~~~~~~...\"+\"\"\"\"...\"\"\"~~~~~~~~\n\nEVENTS SINCE LAST TURN: Citizens upset: the tax rate is too high. | Heavy traffic reported. (at 72,36)\nRESULTS OF YOUR LAST ACTIONS: OK tax rate set to 15% | OK funding set: road 50%, fire 50%, police 100% | OK park at (94,40): ok | OK park at (94,43): ok | OK park at (91,43): ok | OK zoom view at (80,36) next turn\nYOUR NOTES FROM LAST TURN: Set tax 15%, road/fire funding 50%, police 100%. Parks placed in the cleared high-crime industrial area beside the new police station at (91,40); next turn check crime average, population trend, station/park effects, and whether funding is affordable.", "raw": "{\"thoughts\":\"Crime is only narrowly below the target, with severe hotspots in industrial districts and high taxes suppressing all demand. I will replace two hotspot industrial blocks with police coverage, lower taxes to a growth-friendly level, and sharply trim non-police spending to preserve funds while rebuilding demand.\",\"notes\":\"Police stations added at former industrial hotspot blocks (56,10) and (24,74). Tax reduced to 9%; road funding 20%, fire 0%, police 100%. Next check demand/population response, crime average, cash flow, and road decay.\",\"actions\":[{\"type\":\"bulldoze\",\"x\":56,\"y\":10,\"w\":3,\"h\":3},{\"type\":\"build\",\"what\":\"police\",\"x\":56,\"y\":10},{\"type\":\"bulldoze\",\"x\":24,\"y\":74,\"w\":3,\"h\":3},{\"type\":\"build\",\"what\":\"police\",\"x\":24,\"y\":74},{\"type\":\"tax\",\"rate\":9},{\"type\":\"funding\",\"road\":20,\"fire\":0,\"police\":100},{\"type\":\"zoom\",\"x\":16,\"y\":68}]}", "routed_model": "openai/gpt-5.6-terra", "usage": {"prompt_tokens": 4525, "completion_tokens": 1314, "total_tokens": 5839, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 4523, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.02978745, "upstream_inference_prompt_cost": 0.01244265, "upstream_inference_completions_cost": 0.0173448}, "completion_tokens_details": {"reasoning_tokens": 1072, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.02978745, "latency_s": 18.59, "thoughts": "Crime is only narrowly below the target, with severe hotspots in industrial districts and high taxes suppressing all demand. I will replace two hotspot industrial blocks with police coverage, lower taxes to a growth-friendly level, and sharply trim non-police spending to preserve funds while rebuilding demand.", "notes": "Police stations added at former industrial hotspot blocks (56,10) and (24,74). Tax reduced to 9%; road funding 20%, fire 0%, police 100%. Next check demand/population response, crime average, cash flow, and road decay.", "actions": [{"type": "bulldoze", "x": 56, "y": 10, "w": 3, "h": 3}, {"type": "build", "what": "police", "x": 56, "y": 10}, {"type": "bulldoze", "x": 24, "y": 74, "w": 3, "h": 3}, {"type": "build", "what": "police", "x": 24, "y": 74}, {"type": "tax", "rate": 9}, {"type": "funding", "road": 20, "fire": 0, "police": 100}, {"type": "zoom", "x": 16, "y": 68}], "actions_dropped": 0, "results": ["OK bulldoze (56,10) 3x3: 5 tiles cleared, $5", "OK police at (56,10): ok", "OK bulldoze (24,74) 3x3: 5 tiles cleared, $5", "REJECTED police at (24,74): blocked by industrial (e.g. (24,74)); bulldoze first or pick another site", "OK tax rate set to 9%", "OK funding set: road 20%, fire 0%, police 100%", "OK zoom view at (16,68) next turn"], "state": {"population_now": 56580, "funds": 4830, "score": 482, "tax": 15}, "info": {"unpowered_zones": 9, "zones_r": 134, "zones_c": 65, "zones_i": 91, "free_sites": 10}, "wall_s": 159.7}
{"turn": 7, "date": "Jul 1973", "model": "openai/gpt-5.6-terra", "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: $4,315   tax rate 9%   funding: road 20%, fire 0%, police 100%\n  last January's budget: tax income $1,440, requested road $2,456, fire $600, police $1,900; cash flow $-3,516/yr\nPOPULATION: 51,140 now (official census 62,640, Capital); residents 933, commerce 75, industry 128 (engine units)\nZONES: residential 135, commercial 65, industrial 90; unpowered zones: 9\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): 482 / 1000 (change -57 at the last evaluation); approval 54%; top problems (share of citizens): crime 15%, pollution 12%, taxes 12%, housing costs 5%\nAVERAGES (0-255, lower is better except land value): crime 48, pollution 57, traffic 24, land value 48\nSERVICES: coal plants 2, nuclear 3, police 20, fire stations 6, stadiums 1, seaports 1, airports 1; road tiles 2338, rail tiles 582; 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 x20: (12,40) (18,52) (22,30) (35,40) (36,10) (38,60) (46,30) (47,14) (48,76) (56,10) (56,44) (56,72) (64,72) (67,67) (68,30) (80,55) (91,40)* (94,63)* (102,31) (105,0); fire station x6: (9,86) (18,14) (18,48) (43,19) (64,48) (98,31); stadium x1: (87,53); seaport x1: (103,42)*; airport x1: (69,11)\nUNPOWERED ZONES (top-left): (8,3) (9,6) (52,3) (52,6) (64,6) (85,40) (96,42) (99,42) (107,42)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (59,3) (67,6) (62,3) (70,6) (48,0) (52,0) (10,43) (46,79) (73,6) (26,6)\nLARGE OPEN AREAS (top-left, size): (97,66) 23x23 (70,69) 20x20 (56,75) 14x14 (107,3) 12x12 (0,10) 10x10 (19,0) 9x9\nHOT SPOTS (value@tile range): crime: 250@(24-25,78-79) 250@(24-25,74-75) 250@(22-23,80-81); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15); traffic: 172@(62-63,34-35) 172@(16-17,22-23) 168@(32-33,26-27)\n\nMAP (1 char = 2x2 tiles; the char at column c, row r covers x=2c..2c+1, y=2r..2r+1).\nLegend: . empty land  \" trees  ~ water  , rubble  * fire  w flood  ! radiation  # road  = rail  + power line  R/C/I zones (lowercase = unpowered)  E coal plant  N nuclear  P police  F fire station  S stadium  O seaport  A airport  H hospital/church  k park\n      0    10   20   30   40   50   60   70   80   90   100  110     <- x\ny=  0 .\"\"#\"\"\".\"\".\"\"\"#\"\"\"\"\".\"\"\"\"#\"\"...\"\"\"\"\"..\"\"\"\"\"\".\"\"\"#\".\"PP\"\"\"\"\"\"\ny=  2 .\"\"#rr\"\"\"\"\"\"\"\"#\"\"\"\"\".\"\"\"RRrr.\".\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"#\"\"\"PP\"\"..\"\"\ny=  4 .\"\"#rr\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"\"RRrrRR..\"\"\"\"\".\"\".\"\"\"\"\"CC#\"\"\"+\"\"\"\"\"\".\ny=  6 .\"\"#rr\"\".\"\".\"\"#RRRRRRRCCRRrrIIIIrr\"\"..\"\"CC\"\"\"\"CC#CC.+\"\"\"\"\"\".\ny=  8 \"\"\".rr#########RRRRRRRCCRRrrIIIIrr######CC#######CC.+\".\"\"\"..\ny= 10 \"\"\".....#RRRRHHCC#PPRIIII#IIPPIIIIAAAAIIRRRR#RRRRRR.+..\"\"\"\"\"\ny= 12 ..\".....#RRRRHHCC#PPRIIII#IIPPIIIIAAAAIIRRRR#RRRRRR##..\"\"\"\"\"\ny= 14 \"\"\".....#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#,,,#RR,+II\"\"\"\"\"\ny= 16 \"\"\"\"....#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#===#RR==II\"\"\"\"\"\ny= 18 \"\"\"\".RR.#RRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRII\"\"\"\ny= 20 ..\"\".RR.#RRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRIIII\"\ny= 22 \"\"\"\"#RR##RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#####RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#kkk#RRRRkkk=RRII\"\"\"\ny= 26 \"HHR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#HHHHRRRRIIIIII\"\ny= 28 .HHR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#HHHHRRRRIIIIII~\ny= 30 .####RRRRRRPPRRCCCCCCCCPP#CCCCRRRRPPRRRRRRRR#RRRRFFPPII###\"~\ny= 32 \"\"\"\"#RRRRRRPPRRCCCCCCCCPP#CCCCRRRRPPRRRRRRRR#RRRRFFPPII#EEE~\ny= 34 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#EEE~\ny= 36 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#\"~~~\ny= 38 \"\"\".####################################################~~~~\ny= 40 \"\"\".=.PPRRRRRRR=RPPCCRRCC#CCRRRRRRRRRRRRRRrr#PPk########~~~~\ny= 42 \"\"\"\"=.PPRRRRRRR#RPPCCRRCC#CCRRRRRRRRRRRRRRrr#PPkiiiOOOi#~~~~\ny= 44 \"\"\"\"=.#RRRRRRRRCCCCCCCCCC#CCPPkkk=RRRRRRRR~k=+,~iiiOOOi~~~~~\ny= 46 \"\"\"\"###RRRRRRRRCCCCCCCCCC#CCPP####RRRRRRRR~~++~~~~+~~~~~~~~~\ny= 48 .RRR#RRHHFFRRHHCCCCCCCCCC#CCCCRRFFRRRR#~#~~+++~~~~+~~~~~~~~~\ny= 50 #RRR#RRHHFFRRHHCCCCCCCCCC#CCCCRRFFRRRR~~#~~+\"+~~~~+~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~+~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~PPRSSS~~~~+~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#+++++PPRSSS++~~+~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"\"+++++++~~+~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCPPCCCC#CCCC#~~+~~~~~\"\"\"~~~~~+~\"+\"\".\"\"~~~~\ny= 62 \"\".\"IIII#IIIIIICCCCPPCCCC#CC~~~~~+~~~~~~~~~~~~+PP++\"\"...\"\"\"~\ny= 64 \"\"..IIII#IIIIIICCCCCC###=#~+~~~~~+~~~~~~~~~~~~\"PP\"\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC+~~=#~+~~~~~PP~~~~~~~~\"\".+\"\"\"\"\".\"\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC##+~~=#+II++++PP++++++++++++\"\".\"\"\"..\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~+~+=#III+++++\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~+~+=#IIPP\"\"PP\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..\"\"IIII#IIIIIICC~~~IIEE=CC+PP\"\"PP\"\".\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"..\"\".\ny= 76 \"\"\"\"#############~~~IIEEPPI+\"\"\".\"\"\".\"......\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"\"\"IIII#IIIIII~~~~II###PPI\"\"\"\".\"\"\".\"\"\"..\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\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 (16,68)):\n           2         3         4         5     \n       6789012345678901234567890123456789012345\ny= 68  ##########################+~~~~~~=~#~~~+\ny= 69  #=III#III#kkk#CCC#CCC#\"\".~+~~~~~~=~#~++I\ny= 70  #=III#III#kkk#CCC#CCC#\"\"~~+~~~~~~=##IIII\ny= 71  #=III#III#kkk#CCC#CCC#.~~~+~~~~+~=#.IIII\ny= 72  #####################.~~~~+~~~~+\"=#.III#\ny= 73  #=III#III#III#CCC#...~~~~~+~~..+\"=######\ny= 74  #=III#III.III#CCC#..~~~~~~++EEEE.=#CCC\"+\ny= 75  #=III#III.III#CCC#.~~~~~~IIIEEEE.=#CCC\"+\ny= 76  ########...#######~~~~~~~IIIEEEEPPPCCC++\ny= 77  #====#===#===#...~~~~~~~.IIIEEEEPPPIII\"\"\ny= 78  #=III#III#III#..~~~~~~~III######PPPIII\"\"\ny= 79  #=III#III#III#.~~~~~~.,III#.\"\".\"\"=#III.\"\ny= 80  #=III#III#III#~~~~~~~..III#+\"\".\"\"=#\"\"\"\".\ny= 81  #############~~~~~~~..\".###+\"\"...=#\"\"\"\".\ny= 82  #=III#III#..~~~~~~~\"\"..##..III+++=#CCC..\ny= 83  #=III#III#.~~~~~~~\"\"\"..#...III\"\"\"=#CCC..\ny= 84  #=III#III#~~~~~~~\"\"\"\"..#IIIIII\"\"\"=#CCC..\ny= 85  #########~~~~~~~.\"\"\"\"..#III########\"\"\"\"\"\ny= 86  #=======~~~~~~~........#III#CCC\"\"=\"\"\"\"\"\"\ny= 87  #=.==.==~~~~~~...\"\"..#######CCC\"\"=\"\"\"..\"\ny= 88  ~=~~===~~~~~~~...\"\"..#..\"\"\"#CCC\"\"=\"\"\"...\ny= 89  ~=~~~~=~~~~~~....\"\"..#\"\"\"\"\"#...\"\"=======\ny= 90  ~=~~~~~~~~~~~........#\"\"\"\"\"#.......\"\"...\ny= 91  =====~~~~~~~~....\"\"\"\"#..\"\"\"#...\"\"\".\"\"...\ny= 92  =.=.==~~~~~~~\"\"..\"\"\"\"#...\"\"#\"\".\"\"\".\"\"...\n\nEVENTS SINCE LAST TURN: none\nRESULTS OF YOUR LAST ACTIONS: OK bulldoze (56,10) 3x3: 5 tiles cleared, $5 | OK police at (56,10): ok | OK bulldoze (24,74) 3x3: 5 tiles cleared, $5 | REJECTED police at (24,74): blocked by industrial (e.g. (24,74)); bulldoze first or pick another site | OK tax rate set to 9% | OK funding set: road 20%, fire 0%, police 100% | OK zoom view at (16,68) next turn\nYOUR NOTES FROM LAST TURN: Police stations added at former industrial hotspot blocks (56,10) and (24,74). Tax reduced to 9%; road funding 20%, fire 0%, police 100%. Next check demand/population response, crime average, cash flow, and road decay.", "raw": "{\"thoughts\":\"Crime is safely below the target but the city is running a severe structural deficit. I will modestly raise taxes and rebalance police and road funding to preserve crime protection while slowing road decay; no new development is warranted with all demand negative.\",\"notes\":\"Set tax 10%, road 30%, police 75%, fire 0 to reduce annual losses while retaining broad coverage from 20 stations. Avoid construction until demand improves; monitor January budget, crime, population and road decay.\",\"actions\":[{\"type\":\"tax\",\"rate\":10},{\"type\":\"funding\",\"road\":30,\"fire\":0,\"police\":75},{\"type\":\"zoom\",\"x\":16,\"y\":68}]}", "routed_model": "openai/gpt-5.6-terra", "usage": {"prompt_tokens": 4617, "completion_tokens": 664, "total_tokens": 5281, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 4615, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.02146045, "upstream_inference_prompt_cost": 0.01269565, "upstream_inference_completions_cost": 0.0087648}, "completion_tokens_details": {"reasoning_tokens": 516, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.02146045, "latency_s": 9.53, "thoughts": "Crime is safely below the target but the city is running a severe structural deficit. I will modestly raise taxes and rebalance police and road funding to preserve crime protection while slowing road decay; no new development is warranted with all demand negative.", "notes": "Set tax 10%, road 30%, police 75%, fire 0 to reduce annual losses while retaining broad coverage from 20 stations. Avoid construction until demand improves; monitor January budget, crime, population and road decay.", "actions": [{"type": "tax", "rate": 10}, {"type": "funding", "road": 30, "fire": 0, "police": 75}, {"type": "zoom", "x": 16, "y": 68}], "actions_dropped": 0, "results": ["OK tax rate set to 10%", "OK funding set: road 30%, fire 0%, police 75%", "OK zoom view at (16,68) next turn"], "state": {"population_now": 51140, "funds": 4315, "score": 482, "tax": 9}, "info": {"unpowered_zones": 9, "zones_r": 135, "zones_c": 65, "zones_i": 90, "free_sites": 10}, "wall_s": 169.3}
{"turn": 8, "date": "Oct 1973", "model": "openai/gpt-5.6-terra", "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: $4,315   tax rate 10%   funding: road 30%, fire 0%, police 75%\n  last January's budget: tax income $1,440, requested road $2,456, fire $600, police $1,900; cash flow $-3,516/yr\nPOPULATION: 46,800 now (official census 62,640, Capital); residents 868, commerce 65, industry 119 (engine units)\nZONES: residential 136, commercial 65, industrial 90; unpowered zones: 9\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): 482 / 1000 (change -57 at the last evaluation); approval 54%; top problems (share of citizens): crime 15%, pollution 12%, taxes 12%, housing costs 5%\nAVERAGES (0-255, lower is better except land value): crime 48, pollution 57, traffic 24, land value 48\nSERVICES: coal plants 2, nuclear 3, police 20, fire stations 6, stadiums 1, seaports 1, airports 1; road tiles 2325, rail tiles 582; 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 x20: (12,40) (18,52) (22,30) (35,40) (36,10) (38,60) (46,30) (47,14) (48,76) (56,10) (56,44) (56,72) (64,72) (67,67) (68,30) (80,55) (91,40)* (94,63)* (102,31) (105,0); fire station x6: (9,86) (18,14) (18,48) (43,19) (64,48) (98,31); stadium x1: (87,53); seaport x1: (103,42)*; airport x1: (69,11)\nUNPOWERED ZONES (top-left): (8,3) (9,6) (52,3) (52,6) (64,6) (85,40) (96,42) (99,42) (107,42)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (59,3) (67,6) (62,3) (70,6) (48,0) (52,0) (10,43) (46,79) (73,6) (26,6)\nLARGE OPEN AREAS (top-left, size): (97,66) 23x23 (70,69) 20x20 (56,75) 14x14 (107,3) 12x12 (0,10) 10x10 (19,0) 9x9\nHOT SPOTS (value@tile range): crime: 250@(24-25,78-79) 250@(24-25,74-75) 250@(22-23,80-81); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15); traffic: 206@(62-63,42-43) 206@(62-63,40-41) 206@(62-63,30-31)\n\nMAP (1 char = 2x2 tiles; the char at column c, row r covers x=2c..2c+1, y=2r..2r+1).\nLegend: . empty land  \" trees  ~ water  , rubble  * fire  w flood  ! radiation  # road  = rail  + power line  R/C/I zones (lowercase = unpowered)  E coal plant  N nuclear  P police  F fire station  S stadium  O seaport  A airport  H hospital/church  k park\n      0    10   20   30   40   50   60   70   80   90   100  110     <- x\ny=  0 .\"\"#\"\"\".\"\".\"\"\"#\"\"\"\"\".\"\"\"\"#\"\"...\"\"\"\"\"..\"\"\"\"\"\".\"\"\"#\".\"PP\"\"\"\"\"\"\ny=  2 .\"\"#rr\"\"\"\"\"\"\"\"#\"\"\"\"\".\"\"\"RRrr.\".\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"#\"\"\"PP\"\"..\"\"\ny=  4 .\"\"#rr\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"\"RRrrRR..\"\"\"\"\".\"\".\"\"\"\"\"CC#\"\"\"+\"\"\"\"\"\".\ny=  6 .\"\"#rr\"\".\"\".\"\"#RRRRRRRCCRRrrIIIIrr\"\"..\"\"CC\"\"\"\"CC#CC.+\"\"\"\"\"\".\ny=  8 \"\"\".rr#########RRRRRRRCCRRrrIIIIrr######CC#######CC.+\".\"\"\"..\ny= 10 \"\"\".....#RRRRHHCC#PPRIIII#IIPPIIIIAAAAIIRRRR#RRRRRR.+..\"\"\"\"\"\ny= 12 ..\".....#RRRRHHCC#PPRIIII#IIPPIIIIAAAAIIRRRR#RRRRRR##..\"\"\"\"\"\ny= 14 \"\"\".....#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#,,,#RR,+II\"\"\"\"\"\ny= 16 \"\"\"\"....#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#===#RR==II\"\"\"\"\"\ny= 18 \"\"\"\".RR.#RRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRII\"\"\"\ny= 20 ..\"\".RR.#RRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRIIII\"\ny= 22 \"\"\"\"#RR##RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#####RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#kkk#RRRRkkk=RRII\"\"\"\ny= 26 \"HHR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#HHRRRRRRIIIIII\"\ny= 28 .HHR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#HHRRRRRRIIIIII~\ny= 30 .####RRRRRRPPRRCCCCCCCCPP#CCCCRRRRPPRRRRRRRR#RRRRFFPPII###\"~\ny= 32 \"\"\"\"#RRRRRRPPRRCCCCCCCCPP#CCCCRRRRPPRRRRRRRR#RRRRFFPPII#EEE~\ny= 34 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#EEE~\ny= 36 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#\"~~~\ny= 38 \"\"\".####################################################~~~~\ny= 40 \"\"\".=.PPRRRRRRR=RPPCCRRCC#CCRRRRRRRRRRRRRRrr#PPk########~~~~\ny= 42 \"\"\"\"=.PPRRRRRRR#RPPCCRRCC#CCRRRRRRRRRRRRRRrr#PPkiiiOOOi#~~~~\ny= 44 \"\"\"\"=.#RRRRRRRRCCCCCCCCCC#CCPPkkk=RRRRRRRR~k=+,~iiiOOOi~~~~~\ny= 46 \"\"\"\"###RRRRRRRRCCCCCCCCCC#CCPP####RRRRRRRR~~++~~~~+~~~~~~~~~\ny= 48 .RRR#RRHHFFRRHHCCCCCCCCCC#CCCCRRFFRRRR#~#~~+++~~~~+~~~~~~~~~\ny= 50 #RRR#RRHHFFRRHHCCCCCCCCCC#CCCCRRFFRRRR~~#~~+\"+~~~~+~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~+~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~PPRSSS~~~~+~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#+++++PPRSSS++~~+~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"\"+++++++~~+~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCPPCCCC#CCCC#~~+~~~~~\"\"\"~~~~~+~\"+\"\".\"\"~~~~\ny= 62 \"\".\"IIII#IIIIIICCCCPPCCCC#CC~~~~~+~~~~~~~~~~~~+PP++\"\"...\"\"\"~\ny= 64 \"\"..IIII#IIIIIICCCCCC###=##+~~~~~+~~~~~~~~~~~~\"PP\"\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC+~~=#~+~~~~~PP~~~~~~~~\"\".+\"\"\"\"\".\"\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC##+~~=##II++++PP++++++++++++\"\".\"\"\"..\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~+~+=#III+++++\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~+~+=#IIPP\"\"PP\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..\"\"IIII#IIIIIICC~~~IIEE=CC+PP\"\"PP\"\".\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"..\"\".\ny= 76 \"\"\"\"#############~~~IIEEPPI+\"\"\".\"\"\".\"......\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"\"\"IIII#IIIIII~~~~II###PPI\"\"\"\".\"\"\".\"\"\"..\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\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 (16,68)):\n           2         3         4         5     \n       6789012345678901234567890123456789012345\ny= 68  ##########################+~~~~~~=~~~~~+\ny= 69  #=III#III#kkk#CCC#CCC#\"\".~+~~~~~~=~##++I\ny= 70  #=III#III#kkk#CCC#CCC#\"\"~~+~~~~~~=##IIII\ny= 71  #=III#III#kkk#CCC#CCC#.~~~+~~~~+~=#.IIII\ny= 72  #####################.~~~~+~~~~+\"=#.III#\ny= 73  #=III#III#III#CCC#...~~~~~+~~..+\"=######\ny= 74  #=III#III.III#CCC#..~~~~~~++EEEE.=#CCC\"+\ny= 75  #=III#III.III#CCC#.~~~~~~IIIEEEE.=#CCC\"+\ny= 76  ########...#######~~~~~~~IIIEEEEPPPCCC++\ny= 77  #====#===#===#...~~~~~~~.IIIEEEEPPPIII\"\"\ny= 78  #=III#III#III#..~~~~~~~III######PPPIII\"\"\ny= 79  #=III#III#III#.~~~~~~.,III#.\"\".\"\"=#III.\"\ny= 80  #=III#III#III#~~~~~~~..III#+\"\".\"\"=#\"\"\"\".\ny= 81  #############~~~~~~~..\".###+\"\"...=#\"\"\"\".\ny= 82  #=III#III#..~~~~~~~\"\"..##..III+++=#CCC..\ny= 83  #=III#III#.~~~~~~~\"\"\"..#...III\"\"\"=#CCC..\ny= 84  #=III#III#~~~~~~~\"\"\"\"..#IIIIII\"\"\"=#CCC..\ny= 85  #########~~~~~~~.\"\"\"\"..#III########\"\"\"\"\"\ny= 86  #=======~~~~~~~........#III#CCC\"\"=\"\"\"\"\"\"\ny= 87  #=.==.==~~~~~~...\"\"..#######CCC\"\"=\"\"\"..\"\ny= 88  ~=~~===~~~~~~~...\"\"..#..\"\"\"#CCC\"\"=\"\"\"...\ny= 89  ~=~~~~=~~~~~~....\"\"..#\"\"\"\"\"#...\"\"=======\ny= 90  ~=~~~~~~~~~~~........#\"\"\"\"\"#.......\"\"...\ny= 91  =====~~~~~~~~....\"\"\"\"#..\"\"\"#...\"\"\".\"\"...\ny= 92  =.=.==~~~~~~~\"\"..\"\"\"\"#...\"\"#\"\".\"\"\".\"\"...\n\nEVENTS SINCE LAST TURN: Population has reached 10,000.\nRESULTS OF YOUR LAST ACTIONS: OK tax rate set to 10% | OK funding set: road 30%, fire 0%, police 75% | OK zoom view at (16,68) next turn\nYOUR NOTES FROM LAST TURN: Set tax 10%, road 30%, police 75%, fire 0 to reduce annual losses while retaining broad coverage from 20 stations. Avoid construction until demand improves; monitor January budget, crime, population and road decay.", "raw": "{\"thoughts\":\"The city already clears both target thresholds, but the recession and chronic fiscal deficit threaten long-term stability. I will reduce taxes to 9% to ease a major complaint and potentially improve demand, while preserving current police and road coverage and avoiding unnecessary capital costs.\",\"notes\":\"Tax lowered to 9%; retain road 30%, police 75%, fire 0. Do not zone while all demand is -100. Next turn check January score/crime, cash flow, population, road decay, and whether tax relief improves demand.\",\"actions\":[{\"type\":\"tax\",\"rate\":9},{\"type\":\"zoom\",\"x\":16,\"y\":68}]}", "routed_model": "openai/gpt-5.6-terra", "usage": {"prompt_tokens": 4530, "completion_tokens": 841, "total_tokens": 5371, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 4528, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.0235576, "upstream_inference_prompt_cost": 0.0124564, "upstream_inference_completions_cost": 0.0111012}, "completion_tokens_details": {"reasoning_tokens": 702, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.0235576, "latency_s": 12.26, "thoughts": "The city already clears both target thresholds, but the recession and chronic fiscal deficit threaten long-term stability. I will reduce taxes to 9% to ease a major complaint and potentially improve demand, while preserving current police and road coverage and avoiding unnecessary capital costs.", "notes": "Tax lowered to 9%; retain road 30%, police 75%, fire 0. Do not zone while all demand is -100. Next turn check January score/crime, cash flow, population, road decay, and whether tax relief improves demand.", "actions": [{"type": "tax", "rate": 9}, {"type": "zoom", "x": 16, "y": 68}], "actions_dropped": 0, "results": ["OK tax rate set to 9%", "OK zoom view at (16,68) next turn"], "state": {"population_now": 46800, "funds": 4315, "score": 482, "tax": 10}, "info": {"unpowered_zones": 9, "zones_r": 136, "zones_c": 65, "zones_i": 90, "free_sites": 10}, "wall_s": 181.7}
{"turn": 9, "date": "Jan 1974", "model": "openai/gpt-5.6-terra", "prompt": "TASK: Detroit, 1972. Competition from overseas and other economic factors pushed the once 'automobile capital of the world' into recession. Falling land values and unemployment drove crime in the inner city to chronic levels. You have $20,000 and 10 years to reduce crime and rebuild the industrial base. GOAL: the average crime level must be under 60 when the scenario is judged in 1982 (the scenario's own rule), AND the population then must be at least 25,000, a third of 1972's 76,000. (This eval adds the population floor: without it the scenario can be 'won' by letting the city empty out, which cuts crime.)\n\nDATE: Jan 1974 (turn 9 of 40; each turn = 3 months; deadline Jan 1982)\nFUNDS: $3,564   tax rate 9%   funding: road 30%, fire 0%, police 75%\n  last January's budget: tax income $1,474, requested road $2,418, fire $600, police $2,000; cash flow $-3,544/yr\nPOPULATION: 42,960 now (official census 44,000, City); residents 812, commerce 56, industry 111 (engine units)\nZONES: residential 136, commercial 65, industrial 90; unpowered zones: 9\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): 400 / 1000 (change -82 at the last evaluation); approval 37%; top problems (share of citizens): taxes 21%, housing costs 9%, pollution 8%, crime 7%\nAVERAGES (0-255, lower is better except land value): crime 43, pollution 55, traffic 12, land value 51\nSERVICES: coal plants 2, nuclear 3, police 20, fire stations 6, stadiums 1, seaports 1, airports 1; road tiles 2295, rail tiles 582; 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 x20: (12,40) (18,52) (22,30) (35,40) (36,10) (38,60) (46,30) (47,14) (48,76) (56,10) (56,44) (56,72) (64,72) (67,67) (68,30) (80,55) (91,40)* (94,63)* (102,31) (105,0); fire station x6: (9,86) (18,14) (18,48) (43,19) (64,48) (98,31); stadium x1: (87,53); seaport x1: (103,42)*; airport x1: (69,11)\nUNPOWERED ZONES (top-left): (8,3) (9,6) (52,3) (52,6) (64,6) (85,40) (96,42) (99,42) (107,42)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (59,3) (67,6) (62,3) (70,6) (48,0) (52,0) (10,43) (46,79) (73,6) (26,6)\nLARGE OPEN AREAS (top-left, size): (97,66) 23x23 (70,69) 20x20 (56,75) 14x14 (107,3) 12x12 (0,10) 10x10 (19,0) 9x9\nHOT SPOTS (value@tile range): crime: 250@(24-25,74-75) 250@(22-23,76-77) 250@(22-23,74-75); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15); traffic: 206@(68-69,34-35) 206@(16-17,22-23) 172@(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 .\"\"#\"\"\".\"\".\"\"\"#\"\"\"\"\".\"\"\"\"#\"\"...\"\"\"\"\"..\"\"\"\"\"\".\"\"\"#\".\"PP\"\"\"\"\"\"\ny=  2 .\"\"#rr\"\"\"\"\"\"\"\"#\"\"\"\"\".\"\"\"RRrr.\".\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"#\"\"\"PP\"\"..\"\"\ny=  4 .\"\"#rr\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"\"RRrrRR..\"\"\"\"\".\"\".\"\"\"\"\"CC#\"\"\"+\"\"\"\"\"\".\ny=  6 .\"\"#rr\"\".\"\".\"\"#RRRRRRRCCRRrrIIIIrr\"\"..\"\"CC\"\"\"\"CC#CC.+\"\"\"\"\"\".\ny=  8 \"\"\".rr#########RRRRRRRCCRRrrIIIIrr######CC#######CC.+\".\"\"\"..\ny= 10 \"\"\".....#RRRRHHCC#PPRIIII#IIPPIIIIAAAAIIRRRR#RRRRRR.+..\"\"\"\"\"\ny= 12 ..\".....#RRRRHHCC#PPRIIII#IIPPIIIIAAAAIIRRRR#RRRRRR##..\"\"\"\"\"\ny= 14 \"\"\".....#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#,,,#RR,+II\"\"\"\"\"\ny= 16 \"\"\"\"....#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#===#RR==II\"\"\"\"\"\ny= 18 \"\"\"\".RR.#RRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRII\"\"\"\ny= 20 ..\"\".RR.#RRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRIIII\"\ny= 22 \"\"\"\"#RR##RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#####RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#kkk#RRRRkkk=RRII\"\"\"\ny= 26 \"HHR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#HHRRRRRRIIIIII\"\ny= 28 .HHR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#HHRRRRRRIIIIII~\ny= 30 .####RRRRRRPPRRCCCCCCCCPP#CCCCRRRRPPRRRRRRRR#RRRRFFPPII###\"~\ny= 32 \"\"\"\"#RRRRRRPPRRCCCCCCCCPP#CCCCRRRRPPRRRRRRRR#RRRRFFPPII#EEE~\ny= 34 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#EEE~\ny= 36 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#\"~~~\ny= 38 \"\"\".####################################################~~~~\ny= 40 \"\"\".=.PPRRRRRRR=RPPCCRRCC#CCRRRRRRRRRRRRRRrr#PPk########~~~~\ny= 42 \"\"\"\"=.PPRRRRRRR#RPPCCRRCC#CCRRRRRRRRRRRRRRrr#PPkiiiOOOi#~~~~\ny= 44 \"\"\"\"=.#RRRRRRRRCCCCCCCCCC#CCPPkkk=RRRRRRRR~k=+,~iiiOOOi~~~~~\ny= 46 \"\"\"\"###RRRRRRRRCCCCCCCCCC#CCPP####RRRRRRRR~~++~~~~+~~~~~~~~~\ny= 48 .RRR#RRHHFFRRHHCCCCCCCCCC#CCCCRRFFRRRR#~#~~+++~~~~+~~~~~~~~~\ny= 50 #RRR#RRHHFFRRHHCCCCCCCCCC#CCCCRRFFRRRR~~#~~+\"+~~~~+~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~+~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~PPRSSS~~~~+~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#+++++PPRSSS++~~+~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"\"+++++++~~+~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCPPCCCC#CCCC#~~+~~~~~\"\"\"~~~~~+~\"+\"\".\"\"~~~~\ny= 62 \"\".\"IIII#IIIIIICCCCPPCCCC#CC~~~~~+~~~~~~~~~~~~+PP++\"\"...\"\"\"~\ny= 64 \"\"..IIII#IIIIIICCCCCC###=##+~~~~~+~~~~~~~~~~~~\"PP\"\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC+~~=#~+~~~~~PP~~~~~~~~\"\".+\"\"\"\"\".\"\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC##+~~=##II++++PP++++++++++++\"\".\"\"\"..\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~+~+=#III+++++\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~+~+=#IIPP\"\"PP\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..\"\"IIII#IIIIIICC~~~IIEE=CC+PP\"\"PP\"\".\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"..\"\".\ny= 76 \"\"\"\"#############~~~IIEEPPI+\"\"\".\"\"\".\"......\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"\"\"IIII#IIIIII~~~~II###PPI\"\"\"\".\"\"\".\"\"\"..\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\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 (16,68)):\n           2         3         4         5     \n       6789012345678901234567890123456789012345\ny= 68  ##########################+~~~~~~=~~~~~+\ny= 69  #=III#III#kkk#CCC#CCC#\"\".~+~~~~~~=~##++I\ny= 70  #=III#III#kkk#CCC#CCC#\"\"~~+~~~~~~=##IIII\ny= 71  #=III#III#kkk#CCC#CCC#.~~~+~~~~+~=#.IIII\ny= 72  #####################.~~~~+~~~~+\"=#.III#\ny= 73  #=III#III#III#CCC#...~~~~~+~~..+\"=######\ny= 74  #=III#III.III#CCC#..~~~~~~++EEEE.=#CCC\"+\ny= 75  #=III#III.III#CCC#.~~~~~~IIIEEEE.=#CCC\"+\ny= 76  ########...#######~~~~~~~IIIEEEEPPPCCC++\ny= 77  #====#===#===#...~~~~~~~.IIIEEEEPPPIII\"\"\ny= 78  #=III#III#III#..~~~~~~~III######PPPIII\"\"\ny= 79  #=III#III#III#.~~~~~~.,III#.\"\".\"\"=#III.\"\ny= 80  #=III#III#III#~~~~~~~..III#+\"\".\"\"=#\"\"\"\".\ny= 81  #############~~~~~~~..\".###+\"\"...=#\"\"\"\".\ny= 82  #=III#III#..~~~~~~~\"\"..##..III+++=#CCC..\ny= 83  #=III#III#.~~~~~~~\"\"\"..#...III\"\"\"=#CCC..\ny= 84  #=III#III#~~~~~~~\"\"\"\"..#IIIIII\"\"\"=#CCC..\ny= 85  #########~~~~~~~.\"\"\"\"..#III########\"\"\"\"\"\ny= 86  #=======~~~~~~~........#III#CCC\"\"=\"\"\"\"\"\"\ny= 87  #=.==.==~~~~~~...\"\"..#######CCC\"\"=\"\"\"..\"\ny= 88  ~=~~===~~~~~~~...\"\"..#..\"\"\"#CCC\"\"=\"\"\"...\ny= 89  ~=~~~~=~~~~~~....\"\"..#\"\"\"\"\"#...\"\"=======\ny= 90  ~=~~~~~~~~~~~........#\"\"\"\"\"#.......\"\"...\ny= 91  =====~~~~~~~~....\"\"\"\"#..\"\"\"#...\"\"\".\"\"...\ny= 92  =.=.==~~~~~~~\"\"..\"\"\"\"#...\"\"#\"\".\"\"\".\"\"...\n\nEVENTS SINCE LAST TURN: Heavy traffic reported. (at 73,33)\nRESULTS OF YOUR LAST ACTIONS: OK tax rate set to 9% | OK zoom view at (16,68) next turn\nYOUR NOTES FROM LAST TURN: Tax lowered to 9%; retain road 30%, police 75%, fire 0. Do not zone while all demand is -100. Next turn check January score/crime, cash flow, population, road decay, and whether tax relief improves demand.", "raw": "{\"thoughts\":\"Crime is presently below the target, but the city needs to preserve police coverage and restore power to inactive zones while avoiding costly new zoning during the severe demand slump. I will make low-cost power-grid repairs and modestly reduce road funding because traffic is very low and the road network is oversized.\",\"notes\":\"Keep tax at 9% for recovery; road funding reduced to 20%, police 75%, fire 0. Power lines attempted for all listed unpowered clusters and two unpowered police stations. Next check funds, demand, population trend, crime, and whether road decay becomes significant.\",\"actions\":[{\"type\":\"funding\",\"road\":20,\"fire\":0,\"police\":75},{\"type\":\"power_line\",\"x1\":102,\"y1\":34,\"x2\":102,\"y2\":42},{\"type\":\"power_line\",\"x1\":102,\"y1\":42,\"x2\":107,\"y2\":42},{\"type\":\"power_line\",\"x1\":102,\"y1\":40,\"x2\":85,\"y2\":40},{\"type\":\"power_line\",\"x1\":56,\"y1\":10,\"x2\":52,\"y2\":3},{\"type\":\"power_line\",\"x1\":52,\"y1\":6,\"x2\":64,\"y2\":6},{\"type\":\"power_line\",\"x1\":18,\"y1\":14,\"x2\":9,\"y2\":6},{\"type\":\"power_line\",\"x1\":82,\"y1\":55,\"x2\":94,\"y2\":63},{\"type\":\"zoom\",\"x\":16,\"y\":68}]}", "routed_model": "openai/gpt-5.6-terra", "usage": {"prompt_tokens": 4522, "completion_tokens": 3097, "total_tokens": 7619, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 4520, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.0533148, "upstream_inference_prompt_cost": 0.0124344, "upstream_inference_completions_cost": 0.0408804}, "completion_tokens_details": {"reasoning_tokens": 2760, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.0533148, "latency_s": 43.56, "thoughts": "Crime is presently below the target, but the city needs to preserve police coverage and restore power to inactive zones while avoiding costly new zoning during the severe demand slump. I will make low-cost power-grid repairs and modestly reduce road funding because traffic is very low and the road network is oversized.", "notes": "Keep tax at 9% for recovery; road funding reduced to 20%, police 75%, fire 0. Power lines attempted for all listed unpowered clusters and two unpowered police stations. Next check funds, demand, population trend, crime, and whether road decay becomes significant.", "actions": [{"type": "funding", "road": 20, "fire": 0, "police": 75}, {"type": "power_line", "x1": 102, "y1": 34, "x2": 102, "y2": 42}, {"type": "power_line", "x1": 102, "y1": 42, "x2": 107, "y2": 42}, {"type": "power_line", "x1": 102, "y1": 40, "x2": 85, "y2": 40}, {"type": "power_line", "x1": 56, "y1": 10, "x2": 52, "y2": 3}, {"type": "power_line", "x1": 52, "y1": 6, "x2": 64, "y2": 6}, {"type": "power_line", "x1": 18, "y1": 14, "x2": 9, "y2": 6}, {"type": "power_line", "x1": 82, "y1": 55, "x2": 94, "y2": 63}, {"type": "zoom", "x": 16, "y": 68}], "actions_dropped": 0, "results": ["OK funding set: road 20%, fire 0%, police 75%", "OK power_line (102,34)->(102,42): 5/9 tiles ok, $26; 3 blocked by residential e.g. (102, 35); 1 blocked by road e.g. (102, 41)", "REJECTED power_line (102,42)->(107,42): 0/6 tiles ok, $0; 1 blocked by road e.g. (102, 42); 4 blocked by seaport e.g. (103, 42); 1 blocked by industrial e.g. (107, 42)", "OK power_line (102,40)->(85,40): 10/18 tiles ok, $55; 1 blocked by power line e.g. (102, 40); 1 blocked by road e.g. (101, 40); 3 blocked by police station e.g. (93, 40); 3 blocked by residential e.g. (87, 40)", "OK power_line (56,10)->(52,3): 2/12 tiles ok, $10; 1 blocked by police station e.g. (56, 10); 3 blocked by industrial e.g. (54, 10); 6 blocked by residential e.g. (52, 8)", "OK power_line (52,6)->(64,6): 4/13 tiles ok, $21; 7 blocked by residential e.g. (52, 6); 2 blocked by road e.g. (59, 6)", "OK power_line (18,14)->(9,6): 14/18 tiles ok, $70; 1 blocked by fire station e.g. (18, 14); 3 blocked by residential e.g. (9, 8)", "OK power_line (82,55)->(94,63): 6/21 tiles ok, $52; 2 blocked by police station e.g. (82, 55); 3 blocked by residential e.g. (83, 55); 4 blocked by stadium e.g. (87, 55); 5 blocked by power line e.g. (94, 56); 1 blocked by water e.g. (94, 59)", "OK zoom view at (16,68) next turn"], "state": {"population_now": 42960, "funds": 3564, "score": 400, "tax": 9}, "info": {"unpowered_zones": 9, "zones_r": 136, "zones_c": 65, "zones_i": 90, "free_sites": 10}, "wall_s": 225.5}
{"turn": 10, "date": "Apr 1974", "model": "openai/gpt-5.6-terra", "prompt": "TASK: Detroit, 1972. Competition from overseas and other economic factors pushed the once 'automobile capital of the world' into recession. Falling land values and unemployment drove crime in the inner city to chronic levels. You have $20,000 and 10 years to reduce crime and rebuild the industrial base. GOAL: the average crime level must be under 60 when the scenario is judged in 1982 (the scenario's own rule), AND the population then must be at least 25,000, a third of 1972's 76,000. (This eval adds the population floor: without it the scenario can be 'won' by letting the city empty out, which cuts crime.)\n\nDATE: Apr 1974 (turn 10 of 40; each turn = 3 months; deadline Jan 1982)\nFUNDS: $3,330   tax rate 9%   funding: road 20%, fire 0%, police 75%\n  last January's budget: tax income $1,474, requested road $2,418, fire $600, police $2,000; cash flow $-3,544/yr\nPOPULATION: 37,240 now (official census 44,000, City); residents 718, commerce 46, industry 97 (engine units)\nZONES: residential 138, commercial 65, industrial 90; 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): 400 / 1000 (change -82 at the last evaluation); approval 37%; top problems (share of citizens): taxes 21%, housing costs 9%, pollution 8%, crime 7%\nAVERAGES (0-255, lower is better except land value): crime 41, pollution 58, traffic 12, land value 52\nSERVICES: coal plants 2, nuclear 3, police 20, fire stations 6, stadiums 1, seaports 1, airports 1; road tiles 2285, rail tiles 580; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 41); 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 x20: (12,40) (18,52) (22,30) (35,40) (36,10) (38,60) (46,30) (47,14) (48,76) (56,10) (56,44) (56,72) (64,72) (67,67) (68,30) (80,55) (91,40) (94,63)* (102,31) (105,0); fire station x6: (9,86) (18,14) (18,48) (43,19) (64,48) (98,31); stadium x1: (87,53); seaport x1: (103,42)*; airport x1: (69,11)\nUNPOWERED ZONES (top-left): (64,6) (96,42) (99,42) (107,42)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (59,3) (67,6) (62,3) (70,6) (48,0) (52,0) (10,43) (46,79) (73,6) (26,6)\nLARGE OPEN AREAS (top-left, size): (97,66) 23x23 (76,69) 20x20 (62,75) 14x14 (106,3) 12x12 (67,0) 9x9 (15,0) 9x9\nHOT SPOTS (value@tile range): crime: 250@(22-23,76-77) 250@(22-23,74-75) 250@(22-23,72-73); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15); traffic: 164@(68-69,46-47) 158@(92-93,8-9) 158@(90-91,8-9)\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 .\"\"#\"\"\".\"\".\"\"\"#\"\"\"\"\".\"\"\"\"#\"\"...\"\"\"\"\"..\"\"\"\"\"\".\"\"\"#\".\"PP\"\"\"\"\"\"\ny=  2 .\"\"#RR\"\"\"\"\"\"\"\"#\"\"\"\"\".\"\"\"RRRR.\".\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"#\"\"\"PP\"\"..\"\"\ny=  4 .\"\"#RR\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"\"RRRRRR..\"\"\"\"\".\"\".\"\"\"\"\"CC#\"\"\"+\"\"\"\"\"\".\ny=  6 .\"\"#RR\"\".\"\".\"\"#RRRRRRRCCRRRRIIIIrr\"\"..\"\"CC\"\"\"\"CC#CC.+\"\"\"\"\"\".\ny=  8 \"\"\".RR#########RRRRRRRCCRRRRIIIIrr######CC#######CC.+\".\"\"\"..\ny= 10 \"\"\".+...#RRRRHHCC#PPRIIII#IIPPIIIIAAAAIIRRRR#RRRRRR.+..\"\"\"\"\"\ny= 12 ..\".+...#RRRRHHCC#PPRIIII#IIPPIIIIAAAAIIRRRR#RRRRRR##..\"\"\"\"\"\ny= 14 \"\"\".++++#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#,,,#RR,+II\"\"\"\"\"\ny= 16 \"\"\"\"....#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#===#RR==II\"\"\"\"\"\ny= 18 \"\"\"\".RR.#RRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRII\"\"\"\ny= 20 ..\"\".RR.#RRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRIIII\"\ny= 22 \"\"\"\"#RR##RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#####RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#kkk#RRRRkkk=RRII\"\"\"\ny= 26 \"RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRRRRRRRIIIIII\"\ny= 28 .RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRRRRRRRIIIIII~\ny= 30 .####RRRRRRPPRRCCCCCCCCPP#CCCCRRRRPPRRRRRRRR#RRRRFFPPII###\"~\ny= 32 \"\"\"\"#RRRRRRPPRRCCCCCCCCPP#CCCCRRRRPPRRRRRRRR#RRRRFFPPII#EEE~\ny= 34 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#EEE~\ny= 36 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#\"~~~\ny= 38 \"\"\".####################################################~~~~\ny= 40 \"\"\".=.PPRRRRRRR=RPPCCRRCC#CCRRRRRRRRRRRRRRRR#PP+########~~~~\ny= 42 \"\"\"\"=.PPRRRRRRR#RPPCCRRCC#CCRRRRRRRRRRRRRRRR#PPkiiiOOOi#~~~~\ny= 44 \"\"\"\"=.#RRRRRRRRCCCCCCCCCC#CCPPkkk=RRRRRRRR~k=+,~iiiOOOi~~~~~\ny= 46 \"\"\"\"###RRRRRRRRCCCCCCCCCC#CCPP####RRRRRRRR~~++~~~~+~~~~~~~~~\ny= 48 .RRR#RRHHFFRRHHCCCCCCCCCC#CCCCRRFFRRRR#~#~~+++~~~~+~~~~~~~~~\ny= 50 #RRR#RRHHFFRRHHCCCCCCCCCC#CCCCRRFFRRRR~~#~~+\"+~~~~+~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~+~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~PPRSSS++~~+~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#+++++PPRSSS++~~+~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"\"+++++++~~+~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCPPCCCC#CCCC#~~+~~~~~\"\"\"~~~~~+~\"+\"\".\"\"~~~~\ny= 62 \"\".\"IIII#IIIIIICCCCPPCCCC#CC~~~~~+~~~~~~~~~~~~+PP++\"\"...\"\"\"~\ny= 64 \"\"..IIII#IIIIIICCCCCC###=##+~~~~~+~~~~~~~~~~~~\"PP\"\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC+~~=#~+~~~~~PP~~~~~~~~\"\".+\"\"\"\"\".\"\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC##+~~=##II++++PP++++++++++++\"\".\"\"\"..\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~+~+=#III+++++\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~+~+=#IIPP\"\"PP\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..\"\"IIII#IIIIIICC~~~IIEE=CC+PP\"\"PP\"\".\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"..\"\".\ny= 76 \"\"\"\"#############~~~IIEEPPI+\"\"\".\"\"\".\"......\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"\"\"IIII#IIIIII~~~~II###PPI\"\"\"\".\"\"\".\"\"\"..\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\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 (16,68)):\n           2         3         4         5     \n       6789012345678901234567890123456789012345\ny= 68  ##########################+~~~~~~=~~~~~+\ny= 69  #=III#III#kkk#CCC#CCC#\"\".~+~~~~~~=~##++I\ny= 70  #=III#III#kkk#CCC#CCC#\"\"~~+~~~~~~=##IIII\ny= 71  #=III#III#kkk#CCC#CCC#.~~~+~~~~+~=#.IIII\ny= 72  #####################.~~~~+~~~~+\"=#.III#\ny= 73  #=III#III#III#CCC#...~~~~~+~~..+\"=######\ny= 74  #=III#III.III#CCC#..~~~~~~++EEEE.=#CCC\"+\ny= 75  #=III#III.III#CCC#.~~~~~~IIIEEEE.=#CCC\"+\ny= 76  ########...#######~~~~~~~IIIEEEEPPPCCC++\ny= 77  #====#===#===#...~~~~~~~.IIIEEEEPPPIII\"\"\ny= 78  #=III#III#III#..~~~~~~~III######PPPIII\"\"\ny= 79  #=III#III#III#.~~~~~~.,III#.\"\".\"\"=#III.\"\ny= 80  #=III#III#III#~~~~~~~..III#+\"\".\"\"=#\"\"\"\".\ny= 81  #############~~~~~~~..\".###+\"\"...=#\"\"\"\".\ny= 82  #=III#III#..~~~~~~~\"\"..##..III+++=#CCC..\ny= 83  #=III#III#.~~~~~~~\"\"\"..#...III\"\"\"=#CCC..\ny= 84  #=III#III#~~~~~~~\"\"\"\"..#IIIIII\"\"\"=#CCC..\ny= 85  #########~~~~~~~.\"\"\"\"..#III########\"\"\"\"\"\ny= 86  #=======~~~~~~~........#III#CCC\"\"=\"\"\"\"\"\"\ny= 87  #=.==.==~~~~~~...\"\"..#######CCC\"\"=\"\"\"..\"\ny= 88  ~=~~===~~~~~~~...\"\"..#..\"\"\"#CCC\"\"=\"\"\"...\ny= 89  ~=~~~~=~~~~~~....\"\"..#\"\"\"\"\"#...\"\"=======\ny= 90  ~=~~~~~~~~~~~........#\"\"\"\"\"#.......\"\"...\ny= 91  =====~~~~~~~~....\"\"\"\"#..\"\"\"#...\"\"\".\"\"...\ny= 92  =.=.==~~~~~~~\"\"..\"\"\"\"#...\"\"#\"\".\"\"\".\"\"...\n\nEVENTS SINCE LAST TURN: none\nRESULTS OF YOUR LAST ACTIONS: OK funding set: road 20%, fire 0%, police 75% | OK power_line (102,34)->(102,42): 5/9 tiles ok, $26; 3 blocked by residential e.g. (102, 35); 1 blocked by road e.g. (102, 41) | REJECTED power_line (102,42)->(107,42): 0/6 tiles ok, $0; 1 blocked by road e.g. (102, 42); 4 blocked by seaport e.g. (103, 42); 1 blocked by industrial e.g. (107, 42) | OK power_line (102,40)->(85,40): 10/18 tiles ok, $55; 1 blocked by power line e.g. (102, 40); 1 blocked by road e.g. (101, 40); 3 blocked by police station e.g. (93, 40); 3 blocked by residential e.g. (87, 40) | OK power_line (56,10)->(52,3): 2/12 tiles ok, $10; 1 blocked by police station e.g. (56, 10); 3 blocked by industrial e.g. (54, 10); 6 blocked by residential e.g. (52, 8) | OK power_line (52,6)->(64,6): 4/13 tiles ok, $21; 7 blocked by residential e.g. (52, 6); 2 blocked by road e.g. (59, 6) | OK power_line (18,14)->(9,6): 14/18 tiles ok, $70; 1 blocked by fire station e.g. (18, 14); 3 blocked by residential e.g. (9, 8) | OK power_line (82,55)->(94,63): 6/21 tiles ok, $52; 2 blocked by police station e.g. (82, 55); 3 blocked by residential e.g. (83, 55); 4 blocked by stadium e.g. (87, 55); 5 blocked by power line e.g. (94, 56); 1 blocked by water e.g. (94, 59) | OK zoom view at (16,68) next turn\nYOUR NOTES FROM LAST TURN: Keep tax at 9% for recovery; road funding reduced to 20%, police 75%, fire 0. Power lines attempted for all listed unpowered clusters and two unpowered police stations. Next check funds, demand, population trend, crime, and whether road decay becomes significant.", "raw": "{\"thoughts\":\"The city already meets the crime target, but population and universal negative demand make retention the priority. Lower taxes to improve desirability while preserving full police coverage; avoid new construction and let excess infrastructure decay rather than spending scarce cash.\",\"notes\":\"Tax reduced to 7% and police restored to 100%; road remains 20%, fire 0. Do not zone/build until demand recovers; monitor population, crime, treasury, and road decay next turn.\",\"actions\":[{\"type\":\"tax\",\"rate\":7},{\"type\":\"funding\",\"road\":20,\"fire\":0,\"police\":100}]}", "routed_model": "openai/gpt-5.6-terra", "usage": {"prompt_tokens": 4976, "completion_tokens": 647, "total_tokens": 5623, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 4974, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.0222233, "upstream_inference_prompt_cost": 0.0136829, "upstream_inference_completions_cost": 0.0085404}, "completion_tokens_details": {"reasoning_tokens": 516, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.0222233, "latency_s": 9.55, "thoughts": "The city already meets the crime target, but population and universal negative demand make retention the priority. Lower taxes to improve desirability while preserving full police coverage; avoid new construction and let excess infrastructure decay rather than spending scarce cash.", "notes": "Tax reduced to 7% and police restored to 100%; road remains 20%, fire 0. Do not zone/build until demand recovers; monitor population, crime, treasury, and road decay next turn.", "actions": [{"type": "tax", "rate": 7}, {"type": "funding", "road": 20, "fire": 0, "police": 100}], "actions_dropped": 0, "results": ["OK tax rate set to 7%", "OK funding set: road 20%, fire 0%, police 100%"], "state": {"population_now": 37240, "funds": 3330, "score": 400, "tax": 9}, "info": {"unpowered_zones": 4, "zones_r": 138, "zones_c": 65, "zones_i": 90, "free_sites": 10}, "wall_s": 235.2}
{"turn": 11, "date": "Jul 1974", "model": "openai/gpt-5.6-terra", "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: $3,330   tax rate 7%   funding: road 20%, fire 0%, police 100%\n  last January's budget: tax income $1,474, requested road $2,418, fire $600, police $2,000; cash flow $-3,544/yr\nPOPULATION: 33,460 now (official census 44,000, City); residents 657, commerce 39, industry 88 (engine units)\nZONES: residential 138, commercial 65, industrial 90; 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): 400 / 1000 (change -82 at the last evaluation); approval 37%; top problems (share of citizens): taxes 21%, housing costs 9%, pollution 8%, crime 7%\nAVERAGES (0-255, lower is better except land value): crime 41, pollution 54, traffic 12, land value 55\nSERVICES: coal plants 2, nuclear 3, police 20, fire stations 6, stadiums 1, seaports 1, airports 1; road tiles 2318, rail tiles 580; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 41); 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 x20: (12,40) (18,52) (22,30) (35,40) (36,10) (38,60) (46,30) (47,14) (48,76) (56,10) (56,44) (56,72) (64,72) (67,67) (68,30) (80,55) (91,40) (94,63)* (102,31) (105,0); fire station x6: (9,86) (18,14) (18,48) (43,19) (64,48) (98,31); stadium x1: (87,53); seaport x1: (103,42)*; airport x1: (69,11)\nUNPOWERED ZONES (top-left): (64,6) (96,42) (99,42) (107,42)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (59,3) (67,6) (62,3) (70,6) (48,0) (52,0) (10,43) (46,79) (73,6) (26,6)\nLARGE OPEN AREAS (top-left, size): (97,66) 23x23 (76,69) 20x20 (62,75) 14x14 (106,3) 12x12 (67,0) 9x9 (15,0) 9x9\nHOT SPOTS (value@tile range): crime: 250@(22-23,76-77) 250@(22-23,74-75) 250@(22-23,72-73); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15); traffic: 204@(28-29,34-35) 188@(58-59,34-35) 172@(40-41,26-27)\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 .\"\"#\"\"\".\"\".\"\"\"#\"\"\"\"\".\"\"\"\"#\"\"...\"\"\"\"\"..\"\"\"\"\"\".\"\"\"#\".\"PP\"\"\"\"\"\"\ny=  2 .\"\"#RR\"\"\"\"\"\"\"\"#\"\"\"\"\".\"\"\"RRRR.\".\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"#\"\"\"PP\"\"..\"\"\ny=  4 .\"\"#RR\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"\"RRRRRR..\"\"\"\"\".\"\".\"\"\"\"\"CC#\"\"\"+\"\"\"\"\"\".\ny=  6 .\"\"#RR\"\".\"\".\"\"#RRRRRRRCCRRRRIIIIrr\"\"..\"\"CC\"\"\"\"CC#CC.+\"\"\"\"\"\".\ny=  8 \"\"\".RR#########RRRRRRRCCRRRRIIIIrr######CC#######CC.+\".\"\"\"..\ny= 10 \"\"\".+...#RRRRHHCC#PPRIIII#IIPPIIIIAAAAIIRRRR#RRRRRR.+..\"\"\"\"\"\ny= 12 ..\".+...#RRRRHHCC#PPRIIII#IIPPIIIIAAAAIIRRRR#RRRRRR##..\"\"\"\"\"\ny= 14 \"\"\".++++#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#,,,#RR,+II\"\"\"\"\"\ny= 16 \"\"\"\"....#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#===#RR==II\"\"\"\"\"\ny= 18 \"\"\"\".RR.#RRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRII\"\"\"\ny= 20 ..\"\".RR.#RRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRIIII\"\ny= 22 \"\"\"\"#RR##RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#####RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#kkk#RRRRkkk=RRII\"\"\"\ny= 26 \"RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRRRRRRRIIIIII\"\ny= 28 .RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRRRRRRRIIIIII~\ny= 30 .####RRRRRRPPRRCCCCCCCCPP#CCCCRRRRPPRRRRRRRR#RRRRFFPPII###\"~\ny= 32 \"\"\"\"#RRRRRRPPRRCCCCCCCCPP#CCCCRRRRPPRRRRRRRR#RRRRFFPPII#EEE~\ny= 34 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#EEE~\ny= 36 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#\"~~~\ny= 38 \"\"\".####################################################~~~~\ny= 40 \"\"\".=.PPRRRRRRR=RPPCCRRCC#CCRRRRRRRRRRRRRRRR#PP+########~~~~\ny= 42 \"\"\"\"=.PPRRRRRRR#RPPCCRRCC#CCRRRRRRRRRRRRRRRR#PPkiiiOOOi#~~~~\ny= 44 \"\"\"\"=.#RRRRRRRRCCCCCCCCCC#CCPPkkk=RRRRRRRR~k=+,~iiiOOOi~~~~~\ny= 46 \"\"\"\"###RRRRRRRRCCCCCCCCCC#CCPP####RRRRRRRR~~++~~~~+~~~~~~~~~\ny= 48 .RRR#RRHHFFRRHHCCCCCCCCCC#CCCCRRFFRRRR#~#~~+++~~~~+~~~~~~~~~\ny= 50 #RRR#RRHHFFRRHHCCCCCCCCCC#CCCCRRFFRRRR~~#~~+\"+~~~~+~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~+~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~PPRSSS++~~+~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#+++++PPRSSS++~~+~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"\"+++++++~~+~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCPPCCCC#CCCC#~~+~~~~~\"\"\"~~~~~+~\"+\"\".\"\"~~~~\ny= 62 \"\".\"IIII#IIIIIICCCCPPCCCC#CC~~~~~+~~~~~~~~~~~~+PP++\"\"...\"\"\"~\ny= 64 \"\"..IIII#IIIIIICCCCCC###=#~+~~~~~+~~~~~~~~~~~~\"PP\"\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC+~~=#~+~~~~~PP~~~~~~~~\"\".+\"\"\"\"\".\"\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC##+~~=#+II++++PP++++++++++++\"\".\"\"\"..\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~+~+=#III+++++\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~+~+=#IIPP\"\"PP\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..\"\"IIII#IIIIIICC~~~IIEE=CC+PP\"\"PP\"\".\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"..\"\".\ny= 76 \"\"\"\"#############~~~IIEEPPI+\"\"\".\"\"\".\"......\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"\"\"IIII#IIIIII~~~~II###PPI\"\"\"\".\"\"\".\"\"\"..\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\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: OK tax rate set to 7% | OK funding set: road 20%, fire 0%, police 100%\nYOUR NOTES FROM LAST TURN: Tax reduced to 7% and police restored to 100%; road remains 20%, fire 0. Do not zone/build until demand recovers; monitor population, crime, treasury, and road decay next turn.", "raw": "{\"thoughts\":\"Crime is presently safely below the target, but all RCI demand is collapsed and the treasury cannot support new construction. Preserve the low 7% tax and full police coverage while conserving cash; wait for demand to recover and watch for population decline or road-decay effects.\",\"notes\":\"Jul 1974: $3,330, population 33,460, crime 41, all demand -100. Keep tax 7%, police 100%, roads 20%, fire 0 for now; do not build into negative demand. Reassess after next quarter, especially treasury, demand, crime, and population.\",\"actions\":[{\"type\":\"zoom\",\"x\":12,\"y\":66}]}", "routed_model": "openai/gpt-5.6-terra", "usage": {"prompt_tokens": 3900, "completion_tokens": 598, "total_tokens": 4498, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 3898, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.0186175, "upstream_inference_prompt_cost": 0.0107239, "upstream_inference_completions_cost": 0.0078936}, "completion_tokens_details": {"reasoning_tokens": 448, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.0186175, "latency_s": 9.63, "thoughts": "Crime is presently safely below the target, but all RCI demand is collapsed and the treasury cannot support new construction. Preserve the low 7% tax and full police coverage while conserving cash; wait for demand to recover and watch for population decline or road-decay effects.", "notes": "Jul 1974: $3,330, population 33,460, crime 41, all demand -100. Keep tax 7%, police 100%, roads 20%, fire 0 for now; do not build into negative demand. Reassess after next quarter, especially treasury, demand, crime, and population.", "actions": [{"type": "zoom", "x": 12, "y": 66}], "actions_dropped": 0, "results": ["OK zoom view at (12,66) next turn"], "state": {"population_now": 33460, "funds": 3330, "score": 400, "tax": 7}, "info": {"unpowered_zones": 4, "zones_r": 138, "zones_c": 65, "zones_i": 90, "free_sites": 10}, "wall_s": 245.0}
{"turn": 12, "date": "Oct 1974", "model": "openai/gpt-5.6-terra", "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: $3,330   tax rate 7%   funding: road 20%, fire 0%, police 100%\n  last January's budget: tax income $1,474, requested road $2,418, fire $600, police $2,000; cash flow $-3,544/yr\nPOPULATION: 30,740 now (official census 44,000, City); residents 617, commerce 37, industry 78 (engine units)\nZONES: residential 138, commercial 65, industrial 90; 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): 400 / 1000 (change -82 at the last evaluation); approval 37%; top problems (share of citizens): taxes 21%, housing costs 9%, pollution 8%, crime 7%\nAVERAGES (0-255, lower is better except land value): crime 37, pollution 54, traffic 12, land value 55\nSERVICES: coal plants 2, nuclear 3, police 20, fire stations 6, stadiums 1, seaports 1, airports 1; road tiles 2304, rail tiles 580; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 37); population must be >= 25,000\n\nBUILDINGS (top-left; * = unpowered): coal power plant x2: (44,74) (113,32); nuclear power plant x3: (107,95) (111,95) (115,95); police station x20: (12,40) (18,52) (22,30) (35,40) (36,10) (38,60) (46,30) (47,14) (48,76) (56,10) (56,44) (56,72) (64,72) (67,67) (68,30) (80,55) (91,40) (94,63)* (102,31) (105,0); fire station x6: (9,86) (18,14) (18,48) (43,19) (64,48) (98,31); stadium x1: (87,53); seaport x1: (103,42)*; airport x1: (69,11)\nUNPOWERED ZONES (top-left): (64,6) (96,42) (99,42) (107,42)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (59,3) (67,6) (62,3) (70,6) (48,0) (52,0) (10,43) (46,79) (73,6) (26,6)\nLARGE OPEN AREAS (top-left, size): (97,66) 23x23 (76,69) 20x20 (62,75) 14x14 (106,3) 12x12 (67,0) 9x9 (15,0) 9x9\nHOT SPOTS (value@tile range): crime: 250@(22-23,76-77) 250@(20-21,74-75) 250@(18-19,72-73); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15); traffic: 186@(28-29,34-35) 178@(62-63,54-55) 172@(72-73,30-31)\n\nMAP (1 char = 2x2 tiles; the char at column c, row r covers x=2c..2c+1, y=2r..2r+1).\nLegend: . empty land  \" trees  ~ water  , rubble  * fire  w flood  ! radiation  # road  = rail  + power line  R/C/I zones (lowercase = unpowered)  E coal plant  N nuclear  P police  F fire station  S stadium  O seaport  A airport  H hospital/church  k park\n      0    10   20   30   40   50   60   70   80   90   100  110     <- x\ny=  0 .\"\"#\"\"\".\"\".\"\"\"#\"\"\"\"\".\"\"\"\"#\"\"...\"\"\"\"\"..\"\"\"\"\"\".\"\"\"#\".\"PP\"\"\"\"\"\"\ny=  2 .\"\"#RR\"\"\"\"\"\"\"\"#\"\"\"\"\".\"\"\"RRRR.\".\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"#\"\"\"PP\"\"..\"\"\ny=  4 .\"\"#RR\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"\"RRRRRR..\"\"\"\"\".\"\".\"\"\"\"\"CC#\"\"\"+\"\"\"\"\"\".\ny=  6 .\"\"#RR\"\".\"\".\"\"#RRRRRRRCCRRRRIIIIrr\"\"..\"\"CC\"\"\"\"CC#CC.+\"\"\"\"\"\".\ny=  8 \"\"\".RR#########RRRRRRRCCRRRRIIIIrr######CC#######CC.+\".\"\"\"..\ny= 10 \"\"\".+...#RRRRHHCC#PPRIIII#IIPPIIIIAAAAIIRRRR#RRRRRR.+..\"\"\"\"\"\ny= 12 ..\".+...#RRRRHHCC#PPRIIII#IIPPIIIIAAAAIIRRRR#RRRRRR##..\"\"\"\"\"\ny= 14 \"\"\".++++#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#,,,#RR,+II\"\"\"\"\"\ny= 16 \"\"\"\"....#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#===#RR==II\"\"\"\"\"\ny= 18 \"\"\"\".RR.#RRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRII\"\"\"\ny= 20 ..\"\".RR.#RRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRIIII\"\ny= 22 \"\"\"\"#RR##RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#####RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#kkk#RRRRkkk=RRII\"\"\"\ny= 26 \"RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRRRRRRRIIIIII\"\ny= 28 .RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRRRRRRRIIIIII~\ny= 30 .####RRRRRRPPRRCCCCCCCCPP#CCCCRRRRPPRRRRRRRR#RRRRFFPPII###\"~\ny= 32 \"\"\"\"#RRRRRRPPRRCCCCCCCCPP#CCCCRRRRPPRRRRRRRR#RRRRFFPPII#EEE~\ny= 34 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#EEE~\ny= 36 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#\"~~~\ny= 38 \"\"\".####################################################~~~~\ny= 40 \"\"\".=.PPRRRRRRR=RPPCCRRCC#CCRRRRRRRRRRRRRRRR#PP+########~~~~\ny= 42 \"\"\"\"=.PPRRRRRRR#RPPCCRRCC#CCRRRRRRRRRRRRRRRR#PPkiiiOOOi#~~~~\ny= 44 \"\"\"\"=.#RRRRRRRRCCCCCCCCCC#CCPPkkk=RRRRRRRR~k=+,~iiiOOOi~~~~~\ny= 46 \"\"\"\"###RRRRRRRRCCCCCCCCCC#CCPP####RRRRRRRR~~++~~~~+~~~~~~~~~\ny= 48 .RRR#RRHHFFRRHHCCCCCCCCCC#CCCCRRFFRRRR#~#~~+++~~~~+~~~~~~~~~\ny= 50 #RRR#RRHHFFRRHHCCCCCCCCCC#CCCCRRFFRRRR~~#~~+\"+~~~~+~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~+~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~PPRSSS++~~+~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#+++++PPRSSS++~~+~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"\"+++++++~~+~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCPPCCCC#CCCC#~~+~~~~~\"\"\"~~~~~+~\"+\"\".\"\"~~~~\ny= 62 \"\".\"IIII#IIIIIICCCCPPCCCC#CC~~~~~+~~~~~~~~~~~~+PP++\"\"...\"\"\"~\ny= 64 \"\"..IIII#IIIIIICCCCCC###=#~+~~~~~+~~~~~~~~~~~~\"PP\"\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC+~~=#~+~~~~~PP~~~~~~~~\"\".+\"\"\"\"\".\"\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC##+~~=#+II++++PP++++++++++++\"\".\"\"\"..\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~+~+=#III+++++\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~+~+=#IIPP\"\"PP\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..\"\"IIII#IIIIIICC~~~IIEE=CC+PP\"\"PP\"\".\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"..\"\".\ny= 76 \"\"\"\"#############~~~IIEEPPI+\"\"\".\"\"\".\"......\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"\"\"IIII#IIIIII~~~~II###PPI\"\"\"\".\"\"\".\"\"\"..\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\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 (12,66)):\n               2         3         4         5 \n       2345678901234567890123456789012345678901\ny= 66  #III#=III#III#III#CCC#CCC#CCC#+.~~~~~=~#\ny= 67  #III#=III#III#III#CCC#CCC#CCC#+~~~~~~=~#\ny= 68  ##############################+~~~~~~=~#\ny= 69  #III#=III#III#kkk#CCC#CCC#\"\".~+~~~~~~=~#\ny= 70  #III#=III#III#kkk#CCC#CCC#\"\"~~+~~~~~~=##\ny= 71  #III#=III#III#kkk#CCC#CCC#.~~~+~~~~+~=#.\ny= 72  #########################.~~~~+~~~~+\"=#.\ny= 73  #III#=III#III#III#CCC#...~~~~~+~~..+\"=##\ny= 74  #III#=III#III.III#CCC#..~~~~~~++EEEE.=#C\ny= 75  #III#=III#III.III#CCC#.~~~~~~IIIEEEE.=#C\ny= 76  ############...#######~~~~~~~IIIEEEEPPPC\ny= 77  #===#====#===#===#...~~~~~~~.IIIEEEEPPPI\ny= 78  #III#=III#III#III#..~~~~~~~III######PPPI\ny= 79  #III#=III#III#III#.~~~~~~.,III#.\"\".\"\"=#I\ny= 80  #III#=III#III#III#~~~~~~~..III#+\"\".\"\"=#\"\ny= 81  #################~~~~~~~..\".###+\"\"...=#\"\ny= 82  #III#=III#III#..~~~~~~~\"\"..##..III+++=#C\ny= 83  #III#=III#III#.~~~~~~~\"\"\"..#...III\"\"\"=#C\ny= 84  #III#=III#III#~~~~~~~\"\"\"\"..#IIIIII\"\"\"=#C\ny= 85  #############~~~~~~~.\"\"\"\"..#III########\"\ny= 86  #III#=======~~~~~~~........#III#CCC\"\"=\"\"\ny= 87  #III#=.==.==~~~~~~...\"\"..#######CCC\"\"=\"\"\ny= 88  #III~=~~===~~~~~~~...\"\"..#..\"\"\"#CCC\"\"=\"\"\ny= 89  ###~~=~~~~=~~~~~~....\"\"..#\"\"\"\"\"#...\"\"===\ny= 90  #.~~~=~~~~~~~~~~~........#\"\"\"\"\"#.......\"\n\nEVENTS SINCE LAST TURN: none\nRESULTS OF YOUR LAST ACTIONS: OK zoom view at (12,66) next turn\nYOUR NOTES FROM LAST TURN: Jul 1974: $3,330, population 33,460, crime 41, all demand -100. Keep tax 7%, police 100%, roads 20%, fire 0 for now; do not build into negative demand. Reassess after next quarter, especially treasury, demand, crime, and population.", "raw": "{\"thoughts\":\"Crime is comfortably below the target, but the city is losing money while demand is fully negative and population is slipping. I will preserve full police protection, suspend road spending temporarily because the road network is extensive, and use a modest 8% tax rate to stabilize the treasury without crossing the high-growth penalty range.\",\"notes\":\"Oct 1974: set tax 8%, road funding 0%, police 100%, fire 0. Avoid construction while all demand is -100; monitor population decline, January cash flow, road decay, and crime.\",\"actions\":[{\"type\":\"tax\",\"rate\":8},{\"type\":\"funding\",\"road\":0,\"fire\":0,\"police\":100}]}", "routed_model": "openai/gpt-5.6-terra", "usage": {"prompt_tokens": 4526, "completion_tokens": 707, "total_tokens": 5233, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 4524, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.0217778, "upstream_inference_prompt_cost": 0.0124454, "upstream_inference_completions_cost": 0.0093324}, "completion_tokens_details": {"reasoning_tokens": 557, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.0217778, "latency_s": 11.68, "thoughts": "Crime is comfortably below the target, but the city is losing money while demand is fully negative and population is slipping. I will preserve full police protection, suspend road spending temporarily because the road network is extensive, and use a modest 8% tax rate to stabilize the treasury without crossing the high-growth penalty range.", "notes": "Oct 1974: set tax 8%, road funding 0%, police 100%, fire 0. Avoid construction while all demand is -100; monitor population decline, January cash flow, road decay, and crime.", "actions": [{"type": "tax", "rate": 8}, {"type": "funding", "road": 0, "fire": 0, "police": 100}], "actions_dropped": 0, "results": ["OK tax rate set to 8%", "OK funding set: road 0%, fire 0%, police 100%"], "state": {"population_now": 30740, "funds": 3330, "score": 400, "tax": 7}, "info": {"unpowered_zones": 4, "zones_r": 138, "zones_c": 65, "zones_i": 90, "free_sites": 10}, "wall_s": 256.8}
{"turn": 13, "date": "Jan 1975", "model": "openai/gpt-5.6-terra", "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: $2,237   tax rate 8%   funding: road 0%, fire 0%, police 100%\n  last January's budget: tax income $907, requested road $2,445, fire $600, police $2,000; cash flow $-4,138/yr\nPOPULATION: 27,160 now (official census 27,580, City); residents 558, commerce 32, industry 68 (engine units)\nZONES: residential 138, commercial 65, industrial 90; 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): 342 / 1000 (change -58 at the last evaluation); approval 40%; top problems (share of citizens): taxes 16%, crime 10%, housing costs 6%, pollution 5%\nAVERAGES (0-255, lower is better except land value): crime 34, pollution 52, traffic 7, land value 56\nSERVICES: coal plants 2, nuclear 3, police 20, fire stations 6, stadiums 1, seaports 1, airports 1; road tiles 2319, rail tiles 580; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 34); population must be >= 25,000\n\nBUILDINGS (top-left; * = unpowered): coal power plant x2: (44,74) (113,32); nuclear power plant x3: (107,95) (111,95) (115,95); police station x20: (12,40) (18,52) (22,30) (35,40) (36,10) (38,60) (46,30) (47,14) (48,76) (56,10) (56,44) (56,72) (64,72) (67,67) (68,30) (80,55) (91,40) (94,63)* (102,31) (105,0); fire station x6: (9,86) (18,14) (18,48) (43,19) (64,48) (98,31); stadium x1: (87,53); seaport x1: (103,42)*; airport x1: (69,11)\nUNPOWERED ZONES (top-left): (64,6) (96,42) (99,42) (107,42)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (59,3) (67,6) (62,3) (70,6) (48,0) (52,0) (10,43) (46,79) (73,6) (26,6)\nLARGE OPEN AREAS (top-left, size): (97,66) 23x23 (76,69) 20x20 (62,75) 14x14 (106,3) 12x12 (67,0) 9x9 (15,0) 9x9\nHOT SPOTS (value@tile range): crime: 250@(20-21,74-75) 250@(14-15,64-65) 241@(18-19,64-65); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15); traffic: 164@(40-41,26-27) 148@(62-63,34-35) 148@(62-63,30-31)\n\nMAP (1 char = 2x2 tiles; the char at column c, row r covers x=2c..2c+1, y=2r..2r+1).\nLegend: . empty land  \" trees  ~ water  , rubble  * fire  w flood  ! radiation  # road  = rail  + power line  R/C/I zones (lowercase = unpowered)  E coal plant  N nuclear  P police  F fire station  S stadium  O seaport  A airport  H hospital/church  k park\n      0    10   20   30   40   50   60   70   80   90   100  110     <- x\ny=  0 .\"\"#\"\"\".\"\".\"\"\"#\"\"\"\"\".\"\"\"\"#\"\"...\"\"\"\"\"..\"\"\"\"\"\".\"\"\"#\".\"PP\"\"\"\"\"\"\ny=  2 .\"\"#RR\"\"\"\"\"\"\"\"#\"\"\"\"\".\"\"\"RRRR.\".\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"#\"\"\"PP\"\"..\"\"\ny=  4 .\"\"#RR\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"\"RRRRRR..\"\"\"\"\".\"\".\"\"\"\"\"CC#\"\"\"+\"\"\"\"\"\".\ny=  6 .\"\"#RR\"\".\"\".\"\"#RRRRRRRCCRRRRIIIIrr\"\"..\"\"CC\"\"\"\"CC#CC.+\"\"\"\"\"\".\ny=  8 \"\"\".RR#########RRRRRRRCCRRRRIIIIrr######CC#######CC.+\".\"\"\"..\ny= 10 \"\"\".+...#RRRRHHCC#PPRIIII#IIPPIIIIAAAAIIRRRR#RRRRRR.+..\"\"\"\"\"\ny= 12 ..\".+...#RRRRHHCC#PPRIIII#IIPPIIIIAAAAIIRRRR#RRRRRR##..\"\"\"\"\"\ny= 14 \"\"\".++++#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#,,,#RR,+II\"\"\"\"\"\ny= 16 \"\"\"\"....#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#===#RR==II\"\"\"\"\"\ny= 18 \"\"\"\".RR.#RRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRII\"\"\"\ny= 20 ..\"\".RR.#RRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRIIII\"\ny= 22 \"\"\"\"#RR##RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#####RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#kkk#RRRRkkk=RRII\"\"\"\ny= 26 \"RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRRRRRRRIIIIII\"\ny= 28 .RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRRRRRRRIIIIII~\ny= 30 .####RRRRRRPPRRCCCCCCCCPP#CCCCRRRRPPRRRRRRRR#RRRRFFPPII###\"~\ny= 32 \"\"\"\"#RRRRRRPPRRCCCCCCCCPP#CCCCRRRRPPRRRRRRRR#RRRRFFPPII#EEE~\ny= 34 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#EEE~\ny= 36 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#\"~~~\ny= 38 \"\"\".####################################################~~~~\ny= 40 \"\"\".=.PPRRRRRRR=RPPCCRRCC#CCRRRRRRRRRRRRRRRR#PP+########~~~~\ny= 42 \"\"\"\"=.PPRRRRRRR#RPPCCRRCC#CCRRRRRRRRRRRRRRRR#PPkiiiOOOi#~~~~\ny= 44 \"\"\"\"=.#RRRRRRRRCCCCCCCCCC#CCPPkkk=RRRRRRRR~k=+,~iiiOOOi~~~~~\ny= 46 \"\"\"\"###RRRRRRRRCCCCCCCCCC#CCPP####RRRRRRRR~~++~~~~+~~~~~~~~~\ny= 48 .RRR#RRHHFFRRHHCCCCCCCCCC#CCCCRRFFRRRR#~#~~+++~~~~+~~~~~~~~~\ny= 50 #RRR#RRHHFFRRHHCCCCCCCCCC#CCCCRRFFRRRR~~#~~+\"+~~~~+~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~+~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~PPRSSS++~~+~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#+++++PPRSSS++~~+~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"\"+++++++~~+~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCPPCCCC#CCCC#~~+~~~~~\"\"\"~~~~~+~\"+\"\".\"\"~~~~\ny= 62 \"\".\"IIII#IIIIIICCCCPPCCCC#CC~~~~~+~~~~~~~~~~~~+PP++\"\"...\"\"\"~\ny= 64 \"\"..IIII#IIIIIICCCCCC###=#~+~~~~~+~~~~~~~~~~~~\"PP\"\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC+~~=#~+~~~~~PP~~~~~~~~\"\".+\"\"\"\"\".\"\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC##+~~=#+II++++PP++++++++++++\"\".\"\"\"..\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~+~+=#III+++++\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~+~+=#IIPP\"\"PP\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..\"\"IIII#IIIIIICC~~~IIEE=CC+PP\"\"PP\"\".\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"..\"\".\ny= 76 \"\"\"\"#############~~~IIEEPPI+\"\"\".\"\"\".\"......\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"\"\"IIII#IIIIII~~~~II###PPI\"\"\"\".\"\"\".\"\"\"..\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\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: OK tax rate set to 8% | OK funding set: road 0%, fire 0%, police 100%\nYOUR NOTES FROM LAST TURN: Oct 1974: set tax 8%, road funding 0%, police 100%, fire 0. Avoid construction while all demand is -100; monitor population decline, January cash flow, road decay, and crime.", "raw": "{\"thoughts\":\"The city is financially unsustainable at full police funding, but crime is already safely below the target and population remains just above the required floor. I will preserve a modest road network and substantial police coverage while keeping taxes growth-friendly and avoiding construction until demand recovers.\",\"notes\":\"Jan 1975: tax stays 8%; set roads 10%, police 35%, fire 0% for an estimated small annual deficit (~$37). Do not zone/build while all demand is -100. Watch population closely (must remain >=25k), crime trend, demand recovery, and road decay.\",\"actions\":[{\"type\":\"funding\",\"road\":10,\"fire\":0,\"police\":35}]}", "routed_model": "openai/gpt-5.6-terra", "usage": {"prompt_tokens": 3900, "completion_tokens": 1069, "total_tokens": 4969, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 3898, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.0248347, "upstream_inference_prompt_cost": 0.0107239, "upstream_inference_completions_cost": 0.0141108}, "completion_tokens_details": {"reasoning_tokens": 919, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.0248347, "latency_s": 16.66, "thoughts": "The city is financially unsustainable at full police funding, but crime is already safely below the target and population remains just above the required floor. I will preserve a modest road network and substantial police coverage while keeping taxes growth-friendly and avoiding construction until demand recovers.", "notes": "Jan 1975: tax stays 8%; set roads 10%, police 35%, fire 0% for an estimated small annual deficit (~$37). Do not zone/build while all demand is -100. Watch population closely (must remain >=25k), crime trend, demand recovery, and road decay.", "actions": [{"type": "funding", "road": 10, "fire": 0, "police": 35}], "actions_dropped": 0, "results": ["OK funding set: road 10%, fire 0%, police 35%"], "state": {"population_now": 27160, "funds": 2237, "score": 342, "tax": 8}, "info": {"unpowered_zones": 4, "zones_r": 138, "zones_c": 65, "zones_i": 90, "free_sites": 10}, "wall_s": 273.6}
{"turn": 14, "date": "Apr 1975", "model": "openai/gpt-5.6-terra", "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: $2,237   tax rate 8%   funding: road 10%, fire 0%, police 35%\n  last January's budget: tax income $907, requested road $2,445, fire $600, police $2,000; cash flow $-4,138/yr\nPOPULATION: 24,140 now (official census 27,580, City); residents 511, commerce 27, industry 60 (engine units)\nZONES: residential 138, commercial 65, industrial 90; unpowered zones: 4\nDEMAND (-100..+100, positive = the city wants more of it): residential -100, commercial -92, industrial -100\nCITY SCORE (re-evaluated each January, like the official census): 342 / 1000 (change -58 at the last evaluation); approval 40%; top problems (share of citizens): taxes 16%, crime 10%, housing costs 6%, pollution 5%\nAVERAGES (0-255, lower is better except land value): crime 34, pollution 49, traffic 7, land value 58\nSERVICES: coal plants 2, nuclear 3, police 20, fire stations 6, stadiums 1, seaports 1, airports 1; road tiles 2290, rail tiles 580; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 34); population must be >= 25,000\n\nBUILDINGS (top-left; * = unpowered): coal power plant x2: (44,74) (113,32); nuclear power plant x3: (107,95) (111,95) (115,95); police station x20: (12,40) (18,52) (22,30) (35,40) (36,10) (38,60) (46,30) (47,14) (48,76) (56,10) (56,44) (56,72) (64,72) (67,67) (68,30) (80,55) (91,40) (94,63)* (102,31) (105,0); fire station x6: (9,86) (18,14) (18,48) (43,19) (64,48) (98,31); stadium x1: (87,53); seaport x1: (103,42)*; airport x1: (69,11)\nUNPOWERED ZONES (top-left): (64,6) (96,42) (99,42) (107,42)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (59,3) (67,6) (62,3) (70,6) (48,0) (52,0) (10,43) (46,79) (73,6) (26,6)\nLARGE OPEN AREAS (top-left, size): (97,66) 23x23 (76,69) 20x20 (62,75) 14x14 (106,3) 12x12 (67,0) 9x9 (15,0) 9x9\nHOT SPOTS (value@tile range): crime: 250@(20-21,74-75) 250@(14-15,64-65) 241@(18-19,64-65); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15); traffic: 186@(40-41,26-27) 172@(62-63,34-35) 154@(96-97,8-9)\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 .\"\"#\"\"\".\"\".\"\"\"#\"\"\"\"\".\"\"\"\"#\"\"...\"\"\"\"\"..\"\"\"\"\"\".\"\"\"#\".\"PP\"\"\"\"\"\"\ny=  2 .\"\"#RR\"\"\"\"\"\"\"\"#\"\"\"\"\".\"\"\"RRRR.\".\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"#\"\"\"PP\"\"..\"\"\ny=  4 .\"\"#RR\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"\"RRRRRR..\"\"\"\"\".\"\".\"\"\"\"\"CC#\"\"\"+\"\"\"\"\"\".\ny=  6 .\"\"#RR\"\".\"\".\"\"#RRRRRRRCCRRRRIIIIrr\"\"..\"\"CC\"\"\"\"CC#CC.+\"\"\"\"\"\".\ny=  8 \"\"\".RR#########RRRRRRRCCRRRRIIIIrr######CC#######CC.+\".\"\"\"..\ny= 10 \"\"\".+...#RRRRHHCC#PPRIIII#IIPPIIIIAAAAIIRRRR#RRRRRR.+..\"\"\"\"\"\ny= 12 ..\".+...#RRRRHHCC#PPRIIII#IIPPIIIIAAAAIIRRRR#RRRRRR##..\"\"\"\"\"\ny= 14 \"\"\".++++#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#,,,#RR,+II\"\"\"\"\"\ny= 16 \"\"\"\"....#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#===#RR==II\"\"\"\"\"\ny= 18 \"\"\"\".RR.#RRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRII\"\"\"\ny= 20 ..\"\".RR.#RRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRIIII\"\ny= 22 \"\"\"\"#RR##RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#####RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#kkk#RRRRkkk=RRII\"\"\"\ny= 26 \"RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRRRRRRRIIIIII\"\ny= 28 .RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRRRRRRRIIIIII~\ny= 30 .####RRRRRRPPRRCCCCCCCCPP#CCCCRRRRPPRRRRRRRR#RRRRFFPPII###\"~\ny= 32 \"\"\"\"#RRRRRRPPRRCCCCCCCCPP#CCCCRRRRPPRRRRRRRR#RRRRFFPPII#EEE~\ny= 34 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#EEE~\ny= 36 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#\"~~~\ny= 38 \"\"\".####################################################~~~~\ny= 40 \"\"\".=.PPRRRRRRR=RPPCCRRCC#CCRRRRRRRRRRRRRRRR#PP+########~~~~\ny= 42 \"\"\"\"=.PPRRRRRRR#RPPCCRRCC#CCRRRRRRRRRRRRRRRR#PPkiiiOOOi#~~~~\ny= 44 \"\"\"\"=.#RRRRRRRRCCCCCCCCCC#CCPPkkk=RRRRRRRR~k=+,~iiiOOOi~~~~~\ny= 46 \"\"\"\"###RRRRRRRRCCCCCCCCCC#CCPP####RRRRRRRR~~++~~~~+~~~~~~~~~\ny= 48 .RRR#RRHHFFRRHHCCCCCCCCCC#CCCCRRFFRRRR#~#~~+++~~~~+~~~~~~~~~\ny= 50 #RRR#RRHHFFRRHHCCCCCCCCCC#CCCCRRFFRRRR~~#~~+\"+~~~~+~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~+~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~PPRSSS++~~+~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#+++++PPRSSS++~~+~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"\"+++++++~~+~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCPPCCCC#CCCC#~~+~~~~~\"\"\"~~~~~+~\"+\"\".\"\"~~~~\ny= 62 \"\".\"IIII#IIIIIICCCCPPCCCC#CC~~~~~+~~~~~~~~~~~~+PP++\"\"...\"\"\"~\ny= 64 \"\"..IIII#IIIIIICCCCCC###=##+~~~~~+~~~~~~~~~~~~\"PP\"\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC+~~=#~+~~~~~PP~~~~~~~~\"\".+\"\"\"\"\".\"\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC##+~~=##II++++PP++++++++++++\"\".\"\"\"..\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~+~+=#III+++++\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~+~+=#IIPP\"\"PP\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..\"\"IIII#IIIIIICC~~~IIEE=CC+PP\"\"PP\"\".\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"..\"\".\ny= 76 \"\"\"\"#############~~~IIEEPPI+\"\"\".\"\"\".\"......\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"\"\"IIII#IIIIII~~~~II###PPI\"\"\"\".\"\"\".\"\"\"..\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\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: OK funding set: road 10%, fire 0%, police 35%\nYOUR NOTES FROM LAST TURN: Jan 1975: tax stays 8%; set roads 10%, police 35%, fire 0% for an estimated small annual deficit (~$37). Do not zone/build while all demand is -100. Watch population closely (must remain >=25k), crime trend, demand recovery, and road decay.", "raw": "{\"thoughts\":\"All RCI demand remains at the floor, so additional zoning would waste funds and worsen abandonment. Crime is already safely below the target; preserve the current low-cost police coverage and wait for the recession modifier/demand to recover while conserving cash.\",\"notes\":\"Apr 1975: no construction while all demand is -100. Keep tax 8%, road 10%, police 35%, fire 0%; projected deficit is minimal. Check population, demand, crime, and road decay next turn.\",\"actions\":[]}", "routed_model": "openai/gpt-5.6-terra", "usage": {"prompt_tokens": 3909, "completion_tokens": 478, "total_tokens": 4387, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 3907, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.01705825, "upstream_inference_prompt_cost": 0.01074865, "upstream_inference_completions_cost": 0.0063096}, "completion_tokens_details": {"reasoning_tokens": 366, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.01705825, "latency_s": 7.86, "thoughts": "All RCI demand remains at the floor, so additional zoning would waste funds and worsen abandonment. Crime is already safely below the target; preserve the current low-cost police coverage and wait for the recession modifier/demand to recover while conserving cash.", "notes": "Apr 1975: no construction while all demand is -100. Keep tax 8%, road 10%, police 35%, fire 0%; projected deficit is minimal. Check population, demand, crime, and road decay next turn.", "actions": [], "actions_dropped": 0, "results": [], "state": {"population_now": 24140, "funds": 2237, "score": 342, "tax": 8}, "info": {"unpowered_zones": 4, "zones_r": 138, "zones_c": 65, "zones_i": 90, "free_sites": 10}, "wall_s": 281.6}
{"turn": 15, "date": "Jul 1975", "model": "openai/gpt-5.6-terra", "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: $2,237   tax rate 8%   funding: road 10%, fire 0%, police 35%\n  last January's budget: tax income $907, requested road $2,445, fire $600, police $2,000; cash flow $-4,138/yr\nPOPULATION: 22,020 now (official census 27,580, City); residents 477, commerce 25, industry 53 (engine units)\nZONES: residential 139, commercial 65, industrial 90; unpowered zones: 4\nDEMAND (-100..+100, positive = the city wants more of it): residential -100, commercial -82, industrial -100\nCITY SCORE (re-evaluated each January, like the official census): 342 / 1000 (change -58 at the last evaluation); approval 40%; top problems (share of citizens): taxes 16%, crime 10%, housing costs 6%, pollution 5%\nAVERAGES (0-255, lower is better except land value): crime 31, pollution 49, traffic 7, land value 58\nSERVICES: coal plants 2, nuclear 3, police 20, fire stations 6, stadiums 1, seaports 1, airports 1; road tiles 2323, rail tiles 580; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 31); population must be >= 25,000\n\nBUILDINGS (top-left; * = unpowered): coal power plant x2: (44,74) (113,32); nuclear power plant x3: (107,95) (111,95) (115,95); police station x20: (12,40) (18,52) (22,30) (35,40) (36,10) (38,60) (46,30) (47,14) (48,76) (56,10) (56,44) (56,72) (64,72) (67,67) (68,30) (80,55) (91,40) (94,63)* (102,31) (105,0); fire station x6: (9,86) (18,14) (18,48) (43,19) (64,48) (98,31); stadium x1: (87,53); seaport x1: (103,42)*; airport x1: (69,11)\nUNPOWERED ZONES (top-left): (64,6) (96,42) (99,42) (107,42)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (59,3) (67,6) (62,3) (70,6) (48,0) (52,0) (10,43) (46,79) (73,6) (26,6)\nLARGE OPEN AREAS (top-left, size): (97,66) 23x23 (76,69) 20x20 (62,75) 14x14 (106,3) 12x12 (67,0) 9x9 (15,0) 9x9\nHOT SPOTS (value@tile range): crime: 210@(80-81,10-11) 208@(14-15,64-65) 207@(18-19,64-65); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15); traffic: 190@(40-41,26-27) 126@(24-25,38-39) 112@(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 .\"\"#\"\"\".\"\".\"\"\"#\"\"\"\"\".\"\"\"\"#\"\"...\"\"\"\"\"..\"\"\"\"\"\".\"\"\"#\".\"PP\"\"\"\"\"\"\ny=  2 .\"\"#RR\"\"\"\"\"\"\"\"#\"\"\"\"\".\"\"\"RRRR.\".\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"#\"\"\"PP\"\"..\"\"\ny=  4 .\"\"#RR\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"\"RRRRRR..\"\"\"\"\".\"\".\"\"\"\"\"CC#\"\"\"+\"\"\"\"\"\".\ny=  6 .\"\"#RR\"\".\"\".\"\"#RRRRRRRCCRRRRIIIIrr\"\"..\"\"CC\"\"\"\"CC#CC.+\"\"\"\"\"\".\ny=  8 \"\"\".RR#########RRRRRRRCCRRRRIIIIrr######CC#######CC.+\".\"\"\"..\ny= 10 \"\"\".+...#RRRRRRCC#PPRIIII#IIPPIIIIAAAAIIRRRR#RRRRRR.+..\"\"\"\"\"\ny= 12 ..\".+...#RRRRRRCC#PPRIIII#IIPPIIIIAAAAIIRRRR#RRRRRR##..\"\"\"\"\"\ny= 14 \"\"\".++++#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#,,,#RR,+II\"\"\"\"\"\ny= 16 \"\"\"\"....#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#===#RR==II\"\"\"\"\"\ny= 18 \"\"\"\".RR.#RRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRII\"\"\"\ny= 20 ..\"\".RR.#RRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRIIII\"\ny= 22 \"\"\"\"#RR##RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#####RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#kkk#RRRRkkk=RRII\"\"\"\ny= 26 \"RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRRRRRRRIIIIII\"\ny= 28 .RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRRRRRRRIIIIII~\ny= 30 .####RRRRRRPPRRCCCCCCCCPP#CCCCRRRRPPRRRRRRRR#RRRRFFPPII###\"~\ny= 32 \"\"\"\"#RRRRRRPPRRCCCCCCCCPP#CCCCRRRRPPRRRRRRRR#RRRRFFPPII#EEE~\ny= 34 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#EEE~\ny= 36 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#\"~~~\ny= 38 \"\"\".####################################################~~~~\ny= 40 \"\"\".=.PPRRRRRRR=RPPCCRRCC#CCRRRRRRRRRRRRRRRR#PP+########~~~~\ny= 42 \"\"\"\"=.PPRRRRRRR#RPPCCRRCC#CCRRRRRRRRRRRRRRRR#PPkiiiOOOi#~~~~\ny= 44 \"\"\"\"=.#RRRRRRRRCCCCCCCCCC#CCPPkkk=RRRRRRRR~k=+,~iiiOOOi~~~~~\ny= 46 \"\"\"\"###RRRRRRRRCCCCCCCCCC#CCPP####RRRRRRRR~~++~~~~+~~~~~~~~~\ny= 48 .RRR#RRHHFFRRHHCCCCCCCCCC#CCCCRRFFRRRR#~#~~+++~~~~+~~~~~~~~~\ny= 50 #RRR#RRHHFFRRHHCCCCCCCCCC#CCCCRRFFRRRR~~#~~+\"+~~~~+~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~+~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~PPRSSS++~~+~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#+++++PPRSSS++~~+~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"\"+++++++~~+~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCPPCCCC#CCCC#~~+~~~~~\"\"\"~~~~~+~\"+\"\".\"\"~~~~\ny= 62 \"\".\"IIII#IIIIIICCCCPPCCCC#CC~~~~~+~~~~~~~~~~~~+PP++\"\"...\"\"\"~\ny= 64 \"\"..IIII#IIIIIICCCCCC###=#~+~~~~~+~~~~~~~~~~~~\"PP\"\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC+~~=#~+~~~~~PP~~~~~~~~\"\".+\"\"\"\"\".\"\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC##+~~=#+II++++PP++++++++++++\"\".\"\"\"..\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~+~+=#III+++++\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~+~+=#IIPP\"\"PP\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..\"\"IIII#IIIIIICC~~~IIEE=CC+PP\"\"PP\"\".\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"..\"\".\ny= 76 \"\"\"\"#############~~~IIEEPPI+\"\"\".\"\"\".\"......\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"\"\"IIII#IIIIII~~~~II###PPI\"\"\"\".\"\"\".\"\"\"..\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\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: Apr 1975: no construction while all demand is -100. Keep tax 8%, road 10%, police 35%, fire 0%; projected deficit is minimal. Check population, demand, crime, and road decay next turn.", "raw": "{\"thoughts\":\"Crime is already safely below the target, but the city is losing population and all RCI demand is collapsed. I will preserve the current low-cost budget and restore power to the isolated port-side employment block, since activating existing industrial/commercial capacity is preferable to building more zones while demand is negative.\",\"notes\":\"Jul 1975: population 22,020; must reach 25,000 by Jan 1982. Keep tax 8%, road 10%, police 35%, fire 0% for now due limited cash. Connected the power spur north of the unpowered port-side zones; next check whether all four unpowered zones and seaport are restored, plus demand/population and treasury.\",\"actions\":[{\"type\":\"power_line\",\"x1\":100,\"y1\":41,\"x2\":106,\"y2\":41},{\"type\":\"zoom\",\"x\":88,\"y\":28}]}", "routed_model": "openai/gpt-5.6-terra", "usage": {"prompt_tokens": 3880, "completion_tokens": 1723, "total_tokens": 5603, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 3878, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.0334125, "upstream_inference_prompt_cost": 0.0106689, "upstream_inference_completions_cost": 0.0227436}, "completion_tokens_details": {"reasoning_tokens": 1531, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.0334125, "latency_s": 26.5, "thoughts": "Crime is already safely below the target, but the city is losing population and all RCI demand is collapsed. I will preserve the current low-cost budget and restore power to the isolated port-side employment block, since activating existing industrial/commercial capacity is preferable to building more zones while demand is negative.", "notes": "Jul 1975: population 22,020; must reach 25,000 by Jan 1982. Keep tax 8%, road 10%, police 35%, fire 0% for now due limited cash. Connected the power spur north of the unpowered port-side zones; next check whether all four unpowered zones and seaport are restored, plus demand/population and treasury.", "actions": [{"type": "power_line", "x1": 100, "y1": 41, "x2": 106, "y2": 41}, {"type": "zoom", "x": 88, "y": 28}], "actions_dropped": 0, "results": ["OK power_line (100,41)->(106,41): 3/7 tiles ok, $15; 4 blocked by road e.g. (101, 41)", "OK zoom view at (80,28) next turn"], "state": {"population_now": 22020, "funds": 2237, "score": 342, "tax": 8}, "info": {"unpowered_zones": 4, "zones_r": 139, "zones_c": 65, "zones_i": 90, "free_sites": 10}, "wall_s": 308.3}
{"turn": 16, "date": "Oct 1975", "model": "openai/gpt-5.6-terra", "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: $2,222   tax rate 8%   funding: road 10%, fire 0%, police 35%\n  last January's budget: tax income $907, requested road $2,445, fire $600, police $2,000; cash flow $-4,138/yr\nPOPULATION: 19,660 now (official census 27,580, City); residents 415, commerce 25, industry 46 (engine units)\nZONES: residential 139, commercial 65, industrial 90; unpowered zones: 1\nDEMAND (-100..+100, positive = the city wants more of it): residential -100, commercial -75, industrial -100\nCITY SCORE (re-evaluated each January, like the official census): 342 / 1000 (change -58 at the last evaluation); approval 40%; top problems (share of citizens): taxes 16%, crime 10%, housing costs 6%, pollution 5%\nAVERAGES (0-255, lower is better except land value): crime 29, pollution 47, traffic 7, land value 59\nSERVICES: coal plants 2, nuclear 3, police 20, fire stations 6, stadiums 1, seaports 1, airports 1; road tiles 2312, rail tiles 580; 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 x20: (12,40) (18,52) (22,30) (35,40) (36,10) (38,60) (46,30) (47,14) (48,76) (56,10) (56,44) (56,72) (64,72) (67,67) (68,30) (80,55) (91,40) (94,63) (102,31) (105,0); fire station x6: (9,86) (18,14) (18,48) (43,19) (64,48) (98,31); stadium x1: (87,53); seaport x1: (103,42); airport x1: (69,11)\nUNPOWERED ZONES (top-left): (64,6)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (59,3) (67,6) (62,3) (70,6) (48,0) (52,0) (10,43) (46,79) (73,6) (26,6)\nLARGE OPEN AREAS (top-left, size): (97,66) 23x23 (76,69) 20x20 (62,75) 14x14 (106,3) 12x12 (67,0) 9x9 (15,0) 9x9\nHOT SPOTS (value@tile range): crime: 210@(80-81,10-11) 208@(14-15,64-65) 207@(18-19,64-65); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15); traffic: 130@(40-41,26-27) 110@(66-67,54-55) 108@(28-29,42-43)\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 .\"\"#\"\"\".\"\".\"\"\"#\"\"\"\"\".\"\"\"\"#\"\"...\"\"\"\"\"..\"\"\"\"\"\".\"\"\"#\".\"PP\"\"\"\"\"\"\ny=  2 .\"\"#RR\"\"\"\"\"\"\"\"#\"\"\"\"\".\"\"\"RRRR.\".\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"#\"\"\"PP\"\"..\"\"\ny=  4 .\"\"#RR\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"\"RRRRRR..\"\"\"\"\".\"\".\"\"\"\"\"CC#\"\"\"+\"\"\"\"\"\".\ny=  6 .\"\"#RR\"\".\"\".\"\"#RRRRRRRCCRRRRIIIIrr\"\"..\"\"CC\"\"\"\"CC#CC.+\"\"\"\"\"\".\ny=  8 \"\"\".RR#########RRRRRRRCCRRRRIIIIrr######CC#######CC.+\".\"\"\"..\ny= 10 \"\"\".+...#RRRRRRCC#PPRIIII#IIPPIIIIAAAAIIRRRR#RRRRRR.+..\"\"\"\"\"\ny= 12 ..\".+...#RRRRRRCC#PPRIIII#IIPPIIIIAAAAIIRRRR#RRRRRR##..\"\"\"\"\"\ny= 14 \"\"\".++++#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#,,,#RR,+II\"\"\"\"\"\ny= 16 \"\"\"\"....#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#===#RR==II\"\"\"\"\"\ny= 18 \"\"\"\".RR.#RRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRII\"\"\"\ny= 20 ..\"\".RR.#RRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRIIII\"\ny= 22 \"\"\"\"#RR##RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#####RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#kkk#RRRRkkk=RRII\"\"\"\ny= 26 \"RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRRRRRRRIIIIII\"\ny= 28 .RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRRRRRRRIIIIII~\ny= 30 .####RRRRRRPPRRCCCCCCCCPP#CCCCRRRRPPRRRRRRRR#RRRRFFPPII###\"~\ny= 32 \"\"\"\"#RRRRRRPPRRCCCCCCCCPP#CCCCRRRRPPRRRRRRRR#RRRRFFPPII#EEE~\ny= 34 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#EEE~\ny= 36 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#\"~~~\ny= 38 \"\"\".####################################################~~~~\ny= 40 \"\"\".=.PPRRRRRRR=RPPCCRRCC#CCRRRRRRRRRRRRRRRR#PP+########~~~~\ny= 42 \"\"\"\"=.PPRRRRRRR#RPPCCRRCC#CCRRRRRRRRRRRRRRRR#PPkIIIOOOI#~~~~\ny= 44 \"\"\"\"=.#RRRRRRRRCCCCCCCCCC#CCPPkkk=RRRRRRRR~k=+,~IIIOOOI~~~~~\ny= 46 \"\"\"\"###RRRRRRRRCCCCCCCCCC#CCPP####RRRRRRRR~~++~~~~+~~~~~~~~~\ny= 48 .RRR#RRHHFFRRHHCCCCCCCCCC#CCCCRRFFRRRR#~#~~+++~~~~+~~~~~~~~~\ny= 50 #RRR#RRHHFFRRHHCCCCCCCCCC#CCCCRRFFRRRR~~#~~+\"+~~~~+~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~+~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~PPRSSS++~~+~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#+++++PPRSSS++~~+~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"\"+++++++~~+~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCPPCCCC#CCCC#~~+~~~~~\"\"\"~~~~~+~\"+\"\".\"\"~~~~\ny= 62 \"\".\"IIII#IIIIIICCCCPPCCCC#CC~~~~~+~~~~~~~~~~~~+PP++\"\"...\"\"\"~\ny= 64 \"\"..IIII#IIIIIICCCCCC###=##+~~~~~+~~~~~~~~~~~~\"PP\"\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC+~~=#~+~~~~~PP~~~~~~~~\"\".+\"\"\"\"\".\"\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC##+~~=##II++++PP++++++++++++\"\".\"\"\"..\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~+~+=#III+++++\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~+~+=#IIPP\"\"PP\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..\"\"IIII#IIIIIICC~~~IIEE=CC+PP\"\"PP\"\".\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"..\"\".\ny= 76 \"\"\"\"#############~~~IIEEPPI+\"\"\".\"\"\".\"......\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"\"\"IIII#IIIIII~~~~II###PPI\"\"\"\".\"\"\".\"\"\"..\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\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 (80,28)):\n       8         9         0         1         \n       0123456789012345678901234567890123456789\ny= 28  #RRR#RRR=#RRR#RRR#RRR#RRR=#III#IIIIII\"\"\"\ny= 29  #RRR#RRR=#RRR#RRR#RRR#RRR=#III#IIIIII\"\"~\ny= 30  ####################################\"\"\"~\ny= 31  #RRR#RRR=#RRR#RRR#FFF#PPP=#III#..+..\"\"~~\ny= 32  #RRR#RRR=#RRR#RRR#FFF#PPP=#III#..EEEE~~~\ny= 33  #RRR#RRR=#RRR#RRR#FFF#PPP=#III#++EEEE~~~\ny= 34  ###############################..EEEE~~~\ny= 35  #RRR#RRR=#RRR#RRR#RRR#RRR=#RRR#++EEEE~~~\ny= 36  #RRR#RRR=#RRR#RRR#RRR#RRR=#RRR#\"\"\".~~~~~\ny= 37  #RRR#RRR=#RRR#RRR#RRR#RRR=#RRR#\"\"\"~~~~~~\ny= 38  #===#====#===#===#===#====#===#\"\"~~~~~~~\ny= 39  ###############################.~~~~~~~~\ny= 40  #RRR#RRR=#+PPP+++#+++#+kk+#kkk#~~~~~~~~~\ny= 41  #RRR#RRR###PPP...##############~~~~~~~~~\ny= 42  #RRRkRRR=,kPPP..IIIIII#OOOOIII#~~~~~~~~~\ny= 43  ####...##,+k,,k.IIIIII#OOOOIII#~~~~~~~~~\ny= 44  #RRR...k=,+.,...IIIIII#OOOOIII~~~~~~~~~~\ny= 45  #RRR~~~~~++~~~~~~~~~~+~OOOO~~~~~~~~~~~~~\ny= 46  #RRR~~~~~++~~~~~~~~~~+~~~~~~~~~~~~~~~~~~\ny= 47  #~~~~~~~~++~~~~~~~~~~+~~~~~~~~~~~~~~~~~~\ny= 48  #~~~~~~~~++~~~~~~~~~~+~~~~~~~~~~~~~~~~~~\ny= 49  #~~~~~~++++~~~~~~~~~~+~~~~~~~~~~~~~~~~~~\ny= 50  #~~~~~.+\"\"+.~~~~~~~~~+~~~~~~~~~~~~~~~~~~\ny= 51  #~~~~..+\"\"+...~~~.~~~+~~~~~~~~~~~~~~~~~~\ny= 52  #~~~..######~~....~~~+~~~~~~~~~~~~~~~~~~\n\nEVENTS SINCE LAST TURN: none\nRESULTS OF YOUR LAST ACTIONS: OK power_line (100,41)->(106,41): 3/7 tiles ok, $15; 4 blocked by road e.g. (101, 41) | OK zoom view at (80,28) next turn\nYOUR NOTES FROM LAST TURN: Jul 1975: population 22,020; must reach 25,000 by Jan 1982. Keep tax 8%, road 10%, police 35%, fire 0% for now due limited cash. Connected the power spur north of the unpowered port-side zones; next check whether all four unpowered zones and seaport are restored, plus demand/population and treasury.", "raw": "{\"thoughts\":\"Population is the binding problem while crime is safely below the target. I will lower taxes to stimulate renewed growth while preserving a modest police budget and suspending road/fire spending to stop the treasury drain; no new zoning is warranted while all demand is deeply negative.\",\"notes\":\"Oct 1975: tax cut to 5%, road/fire funding 0, police 20%. Existing zone capacity is ample; prioritize restoring demand and conserving cash. Next turn check population trajectory, demand, crime, actual cash flow, and whether zone (64,6) remains unpowered.\",\"actions\":[{\"type\":\"tax\",\"rate\":5},{\"type\":\"funding\",\"road\":0,\"fire\":0,\"police\":20}]}", "routed_model": "openai/gpt-5.6-terra", "usage": {"prompt_tokens": 4530, "completion_tokens": 1187, "total_tokens": 5717, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 4528, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.0281248, "upstream_inference_prompt_cost": 0.0124564, "upstream_inference_completions_cost": 0.0156684}, "completion_tokens_details": {"reasoning_tokens": 1034, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.0281248, "latency_s": 17.79, "thoughts": "Population is the binding problem while crime is safely below the target. I will lower taxes to stimulate renewed growth while preserving a modest police budget and suspending road/fire spending to stop the treasury drain; no new zoning is warranted while all demand is deeply negative.", "notes": "Oct 1975: tax cut to 5%, road/fire funding 0, police 20%. Existing zone capacity is ample; prioritize restoring demand and conserving cash. Next turn check population trajectory, demand, crime, actual cash flow, and whether zone (64,6) remains unpowered.", "actions": [{"type": "tax", "rate": 5}, {"type": "funding", "road": 0, "fire": 0, "police": 20}], "actions_dropped": 0, "results": ["OK tax rate set to 5%", "OK funding set: road 0%, fire 0%, police 20%"], "state": {"population_now": 19660, "funds": 2222, "score": 342, "tax": 8}, "info": {"unpowered_zones": 1, "zones_r": 139, "zones_c": 65, "zones_i": 90, "free_sites": 10}, "wall_s": 326.2}
{"turn": 17, "date": "Jan 1976", "model": "openai/gpt-5.6-terra", "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: $2,207   tax rate 5%   funding: road 0%, fire 0%, police 20%\n  last January's budget: tax income $385, requested road $2,439, fire $600, police $2,000; cash flow $-4,654/yr\nPOPULATION: 17,160 now (official census 17,740, City); residents 370, commerce 21, industry 40 (engine units)\nZONES: residential 139, commercial 65, industrial 90; unpowered zones: 1\nDEMAND (-100..+100, positive = the city wants more of it): residential -100, commercial -65, industrial -100\nCITY SCORE (re-evaluated each January, like the official census): 330 / 1000 (change -12 at the last evaluation); approval 25%; top problems (share of citizens): taxes 9%, pollution 8%, housing costs 8%, crime 5%\nAVERAGES (0-255, lower is better except land value): crime 29, pollution 46, traffic 2, land value 60\nSERVICES: coal plants 2, nuclear 3, police 20, fire stations 6, stadiums 1, seaports 1, airports 1; road tiles 2322, rail tiles 580; 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 x20: (12,40) (18,52) (22,30) (35,40) (36,10) (38,60) (46,30) (47,14) (48,76) (56,10) (56,44) (56,72) (64,72) (67,67) (68,30) (80,55) (91,40) (94,63) (102,31) (105,0); fire station x6: (9,86) (18,14) (18,48) (43,19) (64,48) (98,31); stadium x1: (87,53); seaport x1: (103,42); airport x1: (69,11)\nUNPOWERED ZONES (top-left): (64,6)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (59,3) (67,6) (62,3) (70,6) (48,0) (52,0) (10,43) (46,79) (73,6) (26,6)\nLARGE OPEN AREAS (top-left, size): (97,66) 23x23 (76,69) 20x20 (62,75) 14x14 (106,3) 12x12 (67,0) 9x9 (15,0) 9x9\nHOT SPOTS (value@tile range): crime: 210@(80-81,10-11) 208@(14-15,64-65) 207@(18-19,64-65); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15); traffic: 176@(12-13,58-59) 154@(34-35,26-27) 126@(58-59,42-43)\n\nMAP (1 char = 2x2 tiles; the char at column c, row r covers x=2c..2c+1, y=2r..2r+1).\nLegend: . empty land  \" trees  ~ water  , rubble  * fire  w flood  ! radiation  # road  = rail  + power line  R/C/I zones (lowercase = unpowered)  E coal plant  N nuclear  P police  F fire station  S stadium  O seaport  A airport  H hospital/church  k park\n      0    10   20   30   40   50   60   70   80   90   100  110     <- x\ny=  0 .\"\"#\"\"\".\"\".\"\"\"#\"\"\"\"\".\"\"\"\"#\"\"...\"\"\"\"\"..\"\"\"\"\"\".\"\"\"#\".\"PP\"\"\"\"\"\"\ny=  2 .\"\"#RR\"\"\"\"\"\"\"\"#\"\"\"\"\".\"\"\"RRRR.\".\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"#\"\"\"PP\"\"..\"\"\ny=  4 .\"\"#RR\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"\"RRRRRR..\"\"\"\"\".\"\".\"\"\"\"\"CC#\"\"\"+\"\"\"\"\"\".\ny=  6 .\"\"#RR\"\".\"\".\"\"#RRRRRRRCCRRRRIIIIrr\"\"..\"\"CC\"\"\"\"CC#CC.+\"\"\"\"\"\".\ny=  8 \"\"\".RR#########RRRRRRRCCRRRRIIIIrr######CC#######CC.+\".\"\"\"..\ny= 10 \"\"\".+...#RRRRRRCC#PPRIIII#IIPPIIIIAAAAIIRRRR#RRRRRR.+..\"\"\"\"\"\ny= 12 ..\".+...#RRRRRRCC#PPRIIII#IIPPIIIIAAAAIIRRRR#RRRRRR##..\"\"\"\"\"\ny= 14 \"\"\".++++#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#,,,#RR,+II\"\"\"\"\"\ny= 16 \"\"\"\"....#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#===#RR==II\"\"\"\"\"\ny= 18 \"\"\"\".RR.#RRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRII\"\"\"\ny= 20 ..\"\".RR.#RRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRIIII\"\ny= 22 \"\"\"\"#RR##RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#####RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#kkk#RRRRkkk=RRII\"\"\"\ny= 26 \"RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRRRRRRRIIIIII\"\ny= 28 .RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRRRRRRRIIIIII~\ny= 30 .####RRRRRRPPRRCCCCCCCCPP#CCCCRRRRPPRRRRRRRR#RRRRFFPPII###\"~\ny= 32 \"\"\"\"#RRRRRRPPRRCCCCCCCCPP#CCCCRRRRPPRRRRRRRR#RRRRFFPPII#EEE~\ny= 34 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#EEE~\ny= 36 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#\"~~~\ny= 38 \"\"\".####################################################~~~~\ny= 40 \"\"\".=.PPRRRRRRR=RPPCCRRCC#CCRRRRRRRRRRRRRRRR#PP+########~~~~\ny= 42 \"\"\"\"=.PPRRRRRRR#RPPCCRRCC#CCRRRRRRRRRRRRRRRR#PPkIIIOOOI#~~~~\ny= 44 \"\"\"\"=.#RRRRRRRRCCCCCCCCCC#CCPPkkk=RRRRRRRR~k=+,~IIIOOOI~~~~~\ny= 46 \"\"\"\"###RRRRRRRRCCCCCCCCCC#CCPP####RRRRRRRR~~++~~~~+~~~~~~~~~\ny= 48 .RRR#RRHHFFRRHHCCCCCCCCCC#CCCCRRFFRRRR#~#~~+++~~~~+~~~~~~~~~\ny= 50 #RRR#RRHHFFRRHHCCCCCCCCCC#CCCCRRFFRRRR~~#~~+\"+~~~~+~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~+~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~PPRSSS++~~+~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#+++++PPRSSS++~~+~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"\"+++++++~~+~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCPPCCCC#CCCC#~~+~~~~~\"\"\"~~~~~+~\"+\"\".\"\"~~~~\ny= 62 \"\".\"IIII#IIIIIICCCCPPCCCC#CC~~~~~+~~~~~~~~~~~~+PP++\"\"...\"\"\"~\ny= 64 \"\"..IIII#IIIIIICCCCCC###=#~+~~~~~+~~~~~~~~~~~~\"PP\"\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC+~~=#~+~~~~~PP~~~~~~~~\"\".+\"\"\"\"\".\"\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC##+~~=#+II++++PP++++++++++++\"\".\"\"\"..\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~+~+=#III+++++\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~+~+=#IIPP\"\"PP\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..\"\"IIII#IIIIIICC~~~IIEE=CC+PP\"\"PP\"\".\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"..\"\".\ny= 76 \"\"\"\"#############~~~IIEEPPI+\"\"\".\"\"\".\"......\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"\"\"IIII#IIIIII~~~~II###PPI\"\"\"\".\"\"\".\"\"\"..\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\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: OK tax rate set to 5% | OK funding set: road 0%, fire 0%, police 20%\nYOUR NOTES FROM LAST TURN: Oct 1975: tax cut to 5%, road/fire funding 0, police 20%. Existing zone capacity is ample; prioritize restoring demand and conserving cash. Next turn check population trajectory, demand, crime, actual cash flow, and whether zone (64,6) remains unpowered.", "raw": "{\"thoughts\":\"Crime is already safely below the target, but population growth is blocked by deeply negative demand and weak finances. I will preserve the low 5% tax and minimal operating costs for another quarter while inspecting the isolated unpowered zone before spending scarce funds.\",\"notes\":\"Jan 1976: hold tax 5%, road/fire 0%, police 20% pending next budget effects. Need population rise from 17,160 to 25,000 by 1982; demand all strongly negative. Inspect north-central unpowered zone (64,6) and cash flow next turn.\",\"actions\":[{\"type\":\"zoom\",\"x\":52,\"y\":0}]}", "routed_model": "openai/gpt-5.6-terra", "usage": {"prompt_tokens": 3900, "completion_tokens": 1005, "total_tokens": 4905, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 3898, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.0239899, "upstream_inference_prompt_cost": 0.0107239, "upstream_inference_completions_cost": 0.013266}, "completion_tokens_details": {"reasoning_tokens": 864, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.0239899, "latency_s": 18.22, "thoughts": "Crime is already safely below the target, but population growth is blocked by deeply negative demand and weak finances. I will preserve the low 5% tax and minimal operating costs for another quarter while inspecting the isolated unpowered zone before spending scarce funds.", "notes": "Jan 1976: hold tax 5%, road/fire 0%, police 20% pending next budget effects. Need population rise from 17,160 to 25,000 by 1982; demand all strongly negative. Inspect north-central unpowered zone (64,6) and cash flow next turn.", "actions": [{"type": "zoom", "x": 52, "y": 0}], "actions_dropped": 0, "results": ["OK zoom view at (52,0) next turn"], "state": {"population_now": 17160, "funds": 2207, "score": 330, "tax": 5}, "info": {"unpowered_zones": 1, "zones_r": 139, "zones_c": 65, "zones_i": 90, "free_sites": 10}, "wall_s": 344.6}
{"turn": 18, "date": "Apr 1976", "model": "openai/gpt-5.6-terra", "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: $2,207   tax rate 5%   funding: road 0%, fire 0%, police 20%\n  last January's budget: tax income $385, requested road $2,439, fire $600, police $2,000; cash flow $-4,654/yr\nPOPULATION: 14,960 now (official census 17,740, City); residents 316, commerce 19, industry 35 (engine units)\nZONES: residential 139, commercial 65, industrial 90; unpowered zones: 1\nDEMAND (-100..+100, positive = the city wants more of it): residential -99, commercial -43, industrial -99\nCITY SCORE (re-evaluated each January, like the official census): 330 / 1000 (change -12 at the last evaluation); approval 25%; top problems (share of citizens): taxes 9%, pollution 8%, housing costs 8%, crime 5%\nAVERAGES (0-255, lower is better except land value): crime 28, pollution 46, traffic 2, land value 62\nSERVICES: coal plants 2, nuclear 3, police 20, fire stations 6, stadiums 1, seaports 1, airports 1; road tiles 2302, rail tiles 580; 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 x20: (12,40) (18,52) (22,30) (35,40) (36,10) (38,60) (46,30) (47,14) (48,76) (56,10) (56,44) (56,72) (64,72) (67,67) (68,30) (80,55) (91,40) (94,63) (102,31) (105,0); fire station x6: (9,86) (18,14) (18,48) (43,19) (64,48) (98,31); stadium x1: (87,53); seaport x1: (103,42); airport x1: (69,11)\nUNPOWERED ZONES (top-left): (64,6)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (59,3) (67,6) (62,3) (70,6) (48,0) (52,0) (10,43) (46,79) (73,6) (26,6)\nLARGE OPEN AREAS (top-left, size): (97,66) 23x23 (76,69) 20x20 (62,75) 14x14 (106,3) 12x12 (67,0) 9x9 (15,0) 9x9\nHOT SPOTS (value@tile range): crime: 210@(80-81,10-11) 207@(18-19,64-65) 202@(14-15,64-65); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15); traffic: 172@(68-69,34-35) 152@(58-59,42-43) 104@(84-85,26-27)\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 .\"\"#\"\"\".\"\".\"\"\"#\"\"\"\"\".\"\"\"\"#\"\"...\"\"\"\"\"..\"\"\"\"\"\".\"\"\"#\".\"PP\"\"\"\"\"\"\ny=  2 .\"\"#RR\"\"\"\"\"\"\"\"#\"\"\"\"\".\"\"\"RRRR.\".\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"#\"\"\"PP\"\"..\"\"\ny=  4 .\"\"#RR\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"\"RRRRRR..\"\"\"\"\".\"\".\"\"\"\"\"CC#\"\"\"+\"\"\"\"\"\".\ny=  6 .\"\"#RR\"\".\"\".\"\"#RRRRRRRCCRRRRIIIIrr\"\"..\"\"CC\"\"\"\"CC#CC.+\"\"\"\"\"\".\ny=  8 \"\"\".RR#########RRRRRRRCCRRRRIIIIrr######CC#######CC.+\".\"\"\"..\ny= 10 \"\"\".+...#RRRRRRCC#PPRIIII#IIPPIIIIAAAAIIRRRR#RRRRRR.+..\"\"\"\"\"\ny= 12 ..\".+...#RRRRRRCC#PPRIIII#IIPPIIIIAAAAIIRRRR#RRRRRR##..\"\"\"\"\"\ny= 14 \"\"\".++++#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#,,,#RR,+II\"\"\"\"\"\ny= 16 \"\"\"\"....#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#===#RR==II\"\"\"\"\"\ny= 18 \"\"\"\".RR.#RRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRII\"\"\"\ny= 20 ..\"\".RR.#RRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRIIII\"\ny= 22 \"\"\"\"#RR##RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#####RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#kkk#RRRRkkk=RRII\"\"\"\ny= 26 \"RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRRRRRRRIIIIII\"\ny= 28 .RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRRRRRRRIIIIII~\ny= 30 .####RRRRRRPPRRCCCCCCCCPP#CCCCRRRRPPRRRRRRRR#RRRRFFPPII###\"~\ny= 32 \"\"\"\"#RRRRRRPPRRCCCCCCCCPP#CCCCRRRRPPRRRRRRRR#RRRRFFPPII#EEE~\ny= 34 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#EEE~\ny= 36 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#\"~~~\ny= 38 \"\"\".####################################################~~~~\ny= 40 \"\"\".=.PPRRRRRRR=RPPCCRRCC#CCRRRRRRRRRRRRRRRR#PP+########~~~~\ny= 42 \"\"\"\"=.PPRRRRRRR#RPPCCRRCC#CCRRRRRRRRRRRRRRRR#PPkIIIOOOI#~~~~\ny= 44 \"\"\"\"=.#RRRRRRRRCCCCCCCCCC#CCPPkkk=RRRRRRRR~k=+,~IIIOOOI~~~~~\ny= 46 \"\"\"\"###RRRRRRRRCCCCCCCCCC#CCPP####RRRRRRRR~~++~~~~+~~~~~~~~~\ny= 48 .RRR#RRHHFFRRHHCCCCCCCCCC#CCCCRRFFRRRR#~#~~+++~~~~+~~~~~~~~~\ny= 50 #RRR#RRHHFFRRHHCCCCCCCCCC#CCCCRRFFRRRR~~#~~+\"+~~~~+~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~+~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~PPRSSS++~~+~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#+++++PPRSSS++~~+~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"\"+++++++~~+~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCPPCCCC#CCCC#~~+~~~~~\"\"\"~~~~~+~\"+\"\".\"\"~~~~\ny= 62 \"\".\"IIII#IIIIIICCCCPPCCCC#CC~~~~~+~~~~~~~~~~~~+PP++\"\"...\"\"\"~\ny= 64 \"\"..IIII#IIIIIICCCCCC###=##+~~~~~+~~~~~~~~~~~~\"PP\"\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC+~~=#~+~~~~~PP~~~~~~~~\"\".+\"\"\"\"\".\"\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC##+~~=##II++++PP++++++++++++\"\".\"\"\"..\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~+~+=#III+++++\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~+~+=#IIPP\"\"PP\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..\"\"IIII#IIIIIICC~~~IIEE=CC+PP\"\"PP\"\".\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"..\"\".\ny= 76 \"\"\"\"#############~~~IIEEPPI+\"\"\".\"\"\".\"......\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"\"\"IIII#IIIIII~~~~II###PPI\"\"\"\".\"\"\".\"\"\"..\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\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 (52,0)):\n               6         7         8         9 \n       2345678901234567890123456789012345678901\ny=  0  .\"\"\"......\"\"\".............\"\"\"\"\"\".......\"\ny=  1  .\"\"\"......\"\"\"..\"\"\"\"......\"\"\"\"\"\"\".\"\"...\"\"\ny=  2  \"\"........\"\"\"..\"\"\"\"......\"\"\"\"\"\"..\"\"...\"\"\ny=  3  RRR...\"\".......\"\".......\"\"\"\"\"....\"\".\"\"\"\"\ny=  4  RRR.RRR\"....\"\"\"..\"\"\"\"\"..\"\"\"\"...\"\"\".\"\"\"\"\"\ny=  5  RRR.RRR.....\"\"\"..\"\"\"\"\"..\"\"\"\"..\"\"\"\".\"\"\"\"\"\ny=  6  RRR+RRR#####RRR...\"\"....\"\"\"...\"\"\"\".\"\"\"\"\"\ny=  7  RRR.III#III#RRR\"\"\"\"\"....\"\"\"..CCC\"\".\"\"\"\"\"\ny=  8  RRR.III#III#RRR\"\"\"\".....\"\"\"..CCC...\"\"\"\"\"\ny=  9  ####III#III##################CCC########\ny= 10  III#PPP#III#III=#kkkkkk=#III#RRR#RRR=#RR\ny= 11  III#PPP#III#III=#AAAAAA=#III#RRR#RRR=#RR\ny= 12  III#PPP#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\n\nEVENTS SINCE LAST TURN: none\nRESULTS OF YOUR LAST ACTIONS: OK zoom view at (52,0) next turn\nYOUR NOTES FROM LAST TURN: Jan 1976: hold tax 5%, road/fire 0%, police 20% pending next budget effects. Need population rise from 17,160 to 25,000 by 1982; demand all strongly negative. Inspect north-central unpowered zone (64,6) and cash flow next turn.", "raw": "{\"thoughts\":\"Crime is already safely below the target, while the urgent problem is rebuilding population and reversing extreme negative demand. I will remove the remaining power gap and cut taxes to encourage growth while keeping minimal police coverage.\",\"notes\":\"Apr 1976: powered the isolated north-central zone via line to the developed grid; tax reduced to 0% to try to reverse severe population/demand collapse. Keep police 20%, road/fire 0% for cash conservation; next check demand and population response, especially January finances.\",\"actions\":[{\"type\":\"power_line\",\"x1\":64,\"y1\":6,\"x2\":64,\"y2\":10},{\"type\":\"tax\",\"rate\":0},{\"type\":\"funding\",\"road\":0,\"fire\":0,\"police\":20}]}", "routed_model": "openai/gpt-5.6-terra", "usage": {"prompt_tokens": 4475, "completion_tokens": 1099, "total_tokens": 5574, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 4473, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.02681195, "upstream_inference_prompt_cost": 0.01230515, "upstream_inference_completions_cost": 0.0145068}, "completion_tokens_details": {"reasoning_tokens": 933, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.02681195, "latency_s": 16.72, "thoughts": "Crime is already safely below the target, while the urgent problem is rebuilding population and reversing extreme negative demand. I will remove the remaining power gap and cut taxes to encourage growth while keeping minimal police coverage.", "notes": "Apr 1976: powered the isolated north-central zone via line to the developed grid; tax reduced to 0% to try to reverse severe population/demand collapse. Keep police 20%, road/fire 0% for cash conservation; next check demand and population response, especially January finances.", "actions": [{"type": "power_line", "x1": 64, "y1": 6, "x2": 64, "y2": 10}, {"type": "tax", "rate": 0}, {"type": "funding", "road": 0, "fire": 0, "police": 20}], "actions_dropped": 0, "results": ["OK power_line (64,6)->(64,10): 1/5 tiles ok, $5; 3 blocked by residential e.g. (64, 6); 1 blocked by industrial e.g. (64, 10)", "OK tax rate set to 0%", "OK funding set: road 0%, fire 0%, police 20%"], "state": {"population_now": 14960, "funds": 2207, "score": 330, "tax": 5}, "info": {"unpowered_zones": 1, "zones_r": 139, "zones_c": 65, "zones_i": 90, "free_sites": 10}, "wall_s": 361.4}
{"turn": 19, "date": "Jul 1976", "model": "openai/gpt-5.6-terra", "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: $2,202   tax rate 0%   funding: road 0%, fire 0%, police 20%\n  last January's budget: tax income $385, requested road $2,439, fire $600, police $2,000; cash flow $-4,654/yr\nPOPULATION: 14,720 now (official census 17,740, City); residents 296, commerce 24, industry 31 (engine units)\nZONES: residential 139, commercial 65, industrial 90; unpowered zones: 0\nDEMAND (-100..+100, positive = the city wants more of it): residential -61, commercial +5, industrial -47\nCITY SCORE (re-evaluated each January, like the official census): 330 / 1000 (change -12 at the last evaluation); approval 25%; top problems (share of citizens): taxes 9%, pollution 8%, housing costs 8%, crime 5%\nAVERAGES (0-255, lower is better except land value): crime 26, pollution 46, traffic 2, land value 62\nSERVICES: coal plants 2, nuclear 3, police 20, fire stations 6, stadiums 1, seaports 1, airports 1; road tiles 2302, rail tiles 580; 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 x20: (12,40) (18,52) (22,30) (35,40) (36,10) (38,60) (46,30) (47,14) (48,76) (56,10) (56,44) (56,72) (64,72) (67,67) (68,30) (80,55) (91,40) (94,63) (102,31) (105,0); fire station x6: (9,86) (18,14) (18,48) (43,19) (64,48) (98,31); stadium x1: (87,53); seaport x1: (103,42); airport x1: (69,11)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (59,3) (67,6) (62,3) (70,6) (48,0) (52,0) (10,43) (46,79) (73,6) (26,6)\nLARGE OPEN AREAS (top-left, size): (97,66) 23x23 (76,69) 20x20 (62,75) 14x14 (106,3) 12x12 (67,0) 9x9 (15,0) 9x9\nHOT SPOTS (value@tile range): crime: 184@(18-19,72-73) 181@(10-11,92-93) 181@(10-11,90-91); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15); traffic: 130@(58-59,42-43) 102@(28-29,34-35)\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 .\"\"#\"\"\".\"\".\"\"\"#\"\"\"\"\".\"\"\"\"#\"\"...\"\"\"\"\"..\"\"\"\"\"\".\"\"\"#\".\"PP\"\"\"\"\"\"\ny=  2 .\"\"#RR\"\"\"\"\"\"\"\"#\"\"\"\"\".\"\"\"RRRR.\".\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"#\"\"\"PP\"\"..\"\"\ny=  4 .\"\"#RR\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"\"RRRRRR..\"\"\"\"\".\"\".\"\"\"\"\"CC#\"\"\"+\"\"\"\"\"\".\ny=  6 .\"\"#RR\"\".\"\".\"\"#RRRRRRRCCRRRRIIIIRR\"\"..\"\"CC\"\"\"\"CC#CC.+\"\"\"\"\"\".\ny=  8 \"\"\".RR#########RRRRRRRCCRRRRIIIIRR######CC#######CC.+\".\"\"\"..\ny= 10 \"\"\".+...#RRRRRRCC#PPRIIII#IIPPIIIIAAAAIIRRRR#RRRRRR.+..\"\"\"\"\"\ny= 12 ..\".+...#RRRRRRCC#PPRIIII#IIPPIIIIAAAAIIRRRR#RRRRRR##..\"\"\"\"\"\ny= 14 \"\"\".++++#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#,,,#RR,+II\"\"\"\"\"\ny= 16 \"\"\"\"....#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#===#RR==II\"\"\"\"\"\ny= 18 \"\"\"\".RR.#RRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRII\"\"\"\ny= 20 ..\"\".RR.#RRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRIIII\"\ny= 22 \"\"\"\"#RR##RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#####RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#kkk#RRRRkkk=RRII\"\"\"\ny= 26 \"RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRRRRRRRIIIIII\"\ny= 28 .RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRRRRRRRIIIIII~\ny= 30 .####RRRRRRPPRRCCCCCCCCPP#CCCCRRRRPPRRRRRRRR#RRRRFFPPII###\"~\ny= 32 \"\"\"\"#RRRRRRPPRRCCCCCCCCPP#CCCCRRRRPPRRRRRRRR#RRRRFFPPII#EEE~\ny= 34 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#EEE~\ny= 36 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#\"~~~\ny= 38 \"\"\".####################################################~~~~\ny= 40 \"\"\".=.PPRRRRRRR=RPPCCRRCC#CCRRRRRRRRRRRRRRRR#PP+########~~~~\ny= 42 \"\"\"\"=.PPRRRRRRR#RPPCCRRCC#CCRRRRRRRRRRRRRRRR#PPkIIIOOOI#~~~~\ny= 44 \"\"\"\"=.#RRRRRRRRCCCCCCCCCC#CCPPkkk=RRRRRRRR~k=+,~IIIOOOI~~~~~\ny= 46 \"\"\"\"###RRRRRRRRCCCCCCCCCC#CCPP####RRRRRRRR~~++~~~~+~~~~~~~~~\ny= 48 .RRR#RRHHFFRRHHCCCCCCCCCC#CCCCRRFFRRRR#~#~~+++~~~~+~~~~~~~~~\ny= 50 #RRR#RRHHFFRRHHCCCCCCCCCC#CCCCRRFFRRRR~~#~~+\"+~~~~+~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~+~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~PPRSSS++~~+~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#+++++PPRSSS++~~+~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"\"+++++++~~+~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCPPCCCC#CCCC#~~+~~~~~\"\"\"~~~~~+~\"+\"\".\"\"~~~~\ny= 62 \"\".\"IIII#IIIIIICCCCPPCCCC#CC~~~~~+~~~~~~~~~~~~+PP++\"\"...\"\"\"~\ny= 64 \"\"..IIII#IIIIIICCCCCC###=#~+~~~~~+~~~~~~~~~~~~\"PP\"\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC+~~=#~+~~~~~PP~~~~~~~~\"\".+\"\"\"\"\".\"\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC##+~~=#+II++++PP++++++++++++\"\".\"\"\"..\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~+~+=#III+++++\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~+~+=#IIPP\"\"PP\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..\"\"IIII#IIIIIICC~~~IIEE=CC+PP\"\"PP\"\".\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"..\"\".\ny= 76 \"\"\"\"#############~~~IIEEPPI+\"\"\".\"\"\".\"......\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"\"\"IIII#IIIIII~~~~II###PPI\"\"\"\".\"\"\".\"\"\"..\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\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: OK power_line (64,6)->(64,10): 1/5 tiles ok, $5; 3 blocked by residential e.g. (64, 6); 1 blocked by industrial e.g. (64, 10) | OK tax rate set to 0% | OK funding set: road 0%, fire 0%, police 20%\nYOUR NOTES FROM LAST TURN: Apr 1976: powered the isolated north-central zone via line to the developed grid; tax reduced to 0% to try to reverse severe population/demand collapse. Keep police 20%, road/fire 0% for cash conservation; next check demand and population response, especially January finances.", "raw": "{\"thoughts\":\"Crime is already safely below the scenario threshold, but Detroit\u2019s immediate crisis is employment and population loss. With taxes at 0%, preserve cash by eliminating service funding for now and add a small amount of road-adjacent commercial capacity to help absorb workers without committing to costly new infrastructure.\",\"notes\":\"Jul 1976: crime 26, population 14,720, R demand -61/C +5/I -47. Tax remains 0%; set all funding 0 to conserve cash. Added 5 central/northern commercial sites; wait for tax/demand recovery and January finances before major spending.\",\"actions\":[{\"type\":\"funding\",\"road\":0,\"fire\":0,\"police\":0},{\"type\":\"zone\",\"zone\":\"commercial\",\"x\":59,\"y\":3},{\"type\":\"zone\",\"zone\":\"commercial\",\"x\":62,\"y\":3},{\"type\":\"zone\",\"zone\":\"commercial\",\"x\":67,\"y\":6},{\"type\":\"zone\",\"zone\":\"commercial\",\"x\":70,\"y\":6},{\"type\":\"zone\",\"zone\":\"commercial\",\"x\":73,\"y\":6},{\"type\":\"zoom\",\"x\":8,\"y\":0}]}", "routed_model": "openai/gpt-5.6-terra", "usage": {"prompt_tokens": 3928, "completion_tokens": 1020, "total_tokens": 4948, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 3926, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.0242649, "upstream_inference_prompt_cost": 0.0108009, "upstream_inference_completions_cost": 0.013464}, "completion_tokens_details": {"reasoning_tokens": 775, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.0242649, "latency_s": 15.04, "thoughts": "Crime is already safely below the scenario threshold, but Detroit\u2019s immediate crisis is employment and population loss. With taxes at 0%, preserve cash by eliminating service funding for now and add a small amount of road-adjacent commercial capacity to help absorb workers without committing to costly new infrastructure.", "notes": "Jul 1976: crime 26, population 14,720, R demand -61/C +5/I -47. Tax remains 0%; set all funding 0 to conserve cash. Added 5 central/northern commercial sites; wait for tax/demand recovery and January finances before major spending.", "actions": [{"type": "funding", "road": 0, "fire": 0, "police": 0}, {"type": "zone", "zone": "commercial", "x": 59, "y": 3}, {"type": "zone", "zone": "commercial", "x": 62, "y": 3}, {"type": "zone", "zone": "commercial", "x": 67, "y": 6}, {"type": "zone", "zone": "commercial", "x": 70, "y": 6}, {"type": "zone", "zone": "commercial", "x": 73, "y": 6}, {"type": "zoom", "x": 8, "y": 0}], "actions_dropped": 0, "results": ["OK funding set: road 0%, fire 0%, police 0%", "OK commercial x1: 1 placed; (59,3) ok", "OK commercial x1: 1 placed; (62,3) ok", "OK commercial x1: 1 placed; (67,6) ok", "OK commercial x1: 1 placed; (70,6) ok", "OK commercial x1: 1 placed; (73,6) ok", "OK zoom view at (8,0) next turn"], "state": {"population_now": 14720, "funds": 2202, "score": 330, "tax": 0}, "info": {"unpowered_zones": 0, "zones_r": 139, "zones_c": 65, "zones_i": 90, "free_sites": 10}, "wall_s": 376.7}
{"turn": 20, "date": "Oct 1976", "model": "openai/gpt-5.6-terra", "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: $1,687   tax rate 0%   funding: road 0%, fire 0%, police 0%\n  last January's budget: tax income $385, requested road $2,439, fire $600, police $2,000; cash flow $-4,654/yr\nPOPULATION: 14,760 now (official census 17,740, City); residents 282, commerce 28, industry 29 (engine units)\nZONES: residential 139, commercial 70, industrial 90; unpowered zones: 0\nDEMAND (-100..+100, positive = the city wants more of it): residential -39, commercial -3, industrial -19\nCITY SCORE (re-evaluated each January, like the official census): 330 / 1000 (change -12 at the last evaluation); approval 25%; top problems (share of citizens): taxes 9%, pollution 8%, housing costs 8%, crime 5%\nAVERAGES (0-255, lower is better except land value): crime 26, pollution 46, traffic 2, land value 62\nSERVICES: coal plants 2, nuclear 3, police 20, fire stations 6, stadiums 1, seaports 1, airports 1; road tiles 2322, rail tiles 580; 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 x20: (12,40) (18,52) (22,30) (35,40) (36,10) (38,60) (46,30) (47,14) (48,76) (56,10) (56,44) (56,72) (64,72) (67,67) (68,30) (80,55) (91,40) (94,63) (102,31) (105,0); fire station x6: (9,86) (18,14) (18,48) (43,19) (64,48) (98,31); stadium x1: (87,53); seaport x1: (103,42); airport x1: (69,11)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (48,0) (52,0) (10,43) (46,79) (26,6) (30,3) (14,19) (76,6) (23,6) (14,16)\nLARGE OPEN AREAS (top-left, size): (97,66) 23x23 (72,69) 20x20 (56,75) 14x14 (108,2) 12x12 (16,0) 9x9 (0,12) 9x9\nHOT SPOTS (value@tile range): crime: 184@(18-19,72-73) 181@(10-11,92-93) 181@(10-11,90-91); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15); traffic: 128@(66-67,38-39) 128@(62-63,42-43) 80@(72-73,50-51)\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 .\"\"#\"\"\".\"\".\"\"\"#\"\"\"\"\".\"\"\"\"#\"\"...\"\"\"\"\"..\"\"\"\"\"\".\"\"\"#\".\"PP\"\"\"\"\"\"\ny=  2 .\"\"#RR\"\"\"\"\"\"\"\"#\"\"\"\"\".\"\"\"RRRR.CCCC\"\"\"..\"\"\"\"\"\"\"\"\"\"#\"\"\"PP\"\"..\"\"\ny=  4 .\"\"#RR\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"\"RRRRRCCCC\"\"\"\".\"\".\"\"\"\"\"CC#\"\"\"+\"\"\"\"\"\".\ny=  6 .\"\"#RR\"\".\"\".\"\"#RRRRRRRCCRRRRIIIIRCCCCC\"\"CC\"\"\"\"CC#CC.+\"\"\"\"\"\".\ny=  8 \"\"\".RR#########RRRRRRRCCRRRRIIIIRCCCCC##CC#######CC.+\".\"\"\"..\ny= 10 \"\"\".+...#RRRRRRCC#PPRIIII#IIPPIIIIAAAAIIRRRR#RRRRRR.+..\"\"\"\"\"\ny= 12 ..\".+...#RRRRRRCC#PPRIIII#IIPPIIIIAAAAIIRRRR#RRRRRR##..\"\"\"\"\"\ny= 14 \"\"\".++++#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#,,,#RR,+II\"\"\"\"\"\ny= 16 \"\"\"\"....#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#===#RR==II\"\"\"\"\"\ny= 18 \"\"\"\".RR.#RRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRII\"\"\"\ny= 20 ..\"\".RR.#RRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRIIII\"\ny= 22 \"\"\"\"#RR##RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#####RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#kkk#RRRRkkk=RRII\"\"\"\ny= 26 \"RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRRRRRRRIIIIII\"\ny= 28 .RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRRRRRRRIIIIII~\ny= 30 .####RRRRRRPPRRCCCCCCCCPP#CCCCRRRRPPRRRRRRRR#RRRRFFPPII###\"~\ny= 32 \"\"\"\"#RRRRRRPPRRCCCCCCCCPP#CCCCRRRRPPRRRRRRRR#RRRRFFPPII#EEE~\ny= 34 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#EEE~\ny= 36 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#\"~~~\ny= 38 \"\"\".####################################################~~~~\ny= 40 \"\"\".=.PPRRRRRRR=RPPCCRRCC#CCRRRRRRRRRRRRRRRR#PP+########~~~~\ny= 42 \"\"\"\"=.PPRRRRRRR#RPPCCRRCC#CCRRRRRRRRRRRRRRRR#PPkIIIOOOI#~~~~\ny= 44 \"\"\"\"=.#RRRRRRRRCCCCCCCCCC#CCPPkkk=RRRRRRRR~k=+,~IIIOOOI~~~~~\ny= 46 \"\"\"\"###RRRRRRRRCCCCCCCCCC#CCPP####RRRRRRRR~~++~~~~+~~~~~~~~~\ny= 48 .RRR#RRHHFFRRHHCCCCCCCCCC#CCCCRRFFRRRR#~#~~+++~~~~+~~~~~~~~~\ny= 50 #RRR#RRHHFFRRHHCCCCCCCCCC#CCCCRRFFRRRR~~#~~+\"+~~~~+~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~+~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~PPRSSS++~~+~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#+++++PPRSSS++~~+~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"\"+++++++~~+~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCPPCCCC#CCCC#~~+~~~~~\"\"\"~~~~~+~\"+\"\".\"\"~~~~\ny= 62 \"\".\"IIII#IIIIIICCCCPPCCCC#CC~~~~~+~~~~~~~~~~~~+PP++\"\"...\"\"\"~\ny= 64 \"\"..IIII#IIIIIICCCCCC###=#~+~~~~~+~~~~~~~~~~~~\"PP\"\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC+~~=#~+~~~~~PP~~~~~~~~\"\".+\"\"\"\"\".\"\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC##+~~=#+II++++PP++++++++++++\"\".\"\"\"..\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~+~+=#III+++++\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~+~+=#IIPP\"\"PP\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..\"\"IIII#IIIIIICC~~~IIEE=CC+PP\"\"PP\"\".\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"..\"\".\ny= 76 \"\"\"\"#############~~~IIEEPPI+\"\"\".\"\"\".\"......\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"\"\"IIII#IIIIII~~~~II###PPI\"\"\"\".\"\"\".\"\"\"..\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\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 (8,0)):\n         1         2         3         4       \n       8901234567890123456789012345678901234567\ny=  0  ...............\"\"...#..............\"\"...\ny=  1  \"\"\"\"\"\"...\"\"\"...\"\"\"\".#.\"\"\"\"\".\"\"\"....\"\"..\"\ny=  2  \"\"\"\"\"\"...\"\"\"\"\".\"\"\"\".#.\"\"\"\"\".\"\"\"....\"\".\"\"\ny=  3  RRR\"\"\".\"\".\"\"\"\"\"\"\".\"\"#.\"\"\"\"\".\"\"\"......\"\"\"\ny=  4  RRR\"\"\".\"\"\".\"\"\"\"\"\"\"\"\"#...\"\".\"\"\"\"......\"\".\ny=  5  RRR\"\"..\"\"\".\"\"\"\"\"\"\"\"\"##....\"\"\"\"\".\"\"\"\"\"...\ny=  6  #RRR.......\"\"\"...\"\"..#RRR.\"\"\"\"\".\"\"RRRCCC\ny=  7  #RRR\"\"\"\"...\"\"\".......#RRR..RRR.RRRRRRCCC\ny=  8  #RRR\"\"\"\"...\"\"\".......#RRR..RRR.RRRRRRCCC\ny=  9  ###########################RRR.RRR######\ny= 10  .+.......#RRR#RRR#RRR#=CCC#,PPPRRR#III#I\ny= 11  .+.......#RRR#RRR#RRR#=CCC#,PPPRRR#III#I\ny= 12  .+.......#RRR#RRR#RRR#=CCC#,PPPRRR#III#I\ny= 13  .+.......###############################\ny= 14  .++++++++#FFF#RRR#RRR#=CCC#CCC#CCC#III#P\ny= 15  .........#FFF#RRR#RRR#=CCC#CCC#CCC#III#P\ny= 16  .........#FFF#RRR#RRR#=CCC#CCC#CCC#III#P\ny= 17  .........#===#===#===#====#===#===#===#=\ny= 18  .........###############################\ny= 19  ..RRR....#RRR#RRR#RRR#=RRR#RRR#RRR#FFF#I\ny= 20  ..RRR....#RRR#RRR#RRR#=RRR#RRR#RRR#FFF#I\ny= 21  ..RRR#...#RRR#RRR#RRR#=RRR#RRR#RRR#FFF#I\ny= 22  ########################################\ny= 23  #=RRR#kkk#RRR#RRR#RRR#=RRR#RRR#RRR#III#I\ny= 24  #=RRR#kkk#RRR#RRR#RRR#=RRR#RRR#RRR#III#I\n\nEVENTS SINCE LAST TURN: none\nRESULTS OF YOUR LAST ACTIONS: OK funding set: road 0%, fire 0%, police 0% | OK commercial x1: 1 placed; (59,3) ok | OK commercial x1: 1 placed; (62,3) ok | OK commercial x1: 1 placed; (67,6) ok | OK commercial x1: 1 placed; (70,6) ok | OK commercial x1: 1 placed; (73,6) ok | OK zoom view at (8,0) next turn\nYOUR NOTES FROM LAST TURN: Jul 1976: crime 26, population 14,720, R demand -61/C +5/I -47. Tax remains 0%; set all funding 0 to conserve cash. Added 5 central/northern commercial sites; wait for tax/demand recovery and January finances before major spending.", "raw": "{\"thoughts\":\"Population recovery is the binding problem, while crime is presently safely below the target. Set a growth-friendly normal tax rate that supplies modest annual income, and preserve limited road and police effectiveness without exhausting the treasury before 1982.\",\"notes\":\"Oct 1976: set tax 7%, road funding 10%, police 20%, fire 0%. Do not add zones while all demand is negative; check January demand, population response, cash, and crime before spending on expansion.\",\"actions\":[{\"type\":\"tax\",\"rate\":7},{\"type\":\"funding\",\"road\":10,\"fire\":0,\"police\":20},{\"type\":\"zoom\",\"x\":8,\"y\":0}]}", "routed_model": "openai/gpt-5.6-terra", "usage": {"prompt_tokens": 4624, "completion_tokens": 1099, "total_tokens": 5723, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 4622, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.0272217, "upstream_inference_prompt_cost": 0.0127149, "upstream_inference_completions_cost": 0.0145068}, "completion_tokens_details": {"reasoning_tokens": 951, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.0272217, "latency_s": 15.94, "thoughts": "Population recovery is the binding problem, while crime is presently safely below the target. Set a growth-friendly normal tax rate that supplies modest annual income, and preserve limited road and police effectiveness without exhausting the treasury before 1982.", "notes": "Oct 1976: set tax 7%, road funding 10%, police 20%, fire 0%. Do not add zones while all demand is negative; check January demand, population response, cash, and crime before spending on expansion.", "actions": [{"type": "tax", "rate": 7}, {"type": "funding", "road": 10, "fire": 0, "police": 20}, {"type": "zoom", "x": 8, "y": 0}], "actions_dropped": 0, "results": ["OK tax rate set to 7%", "OK funding set: road 10%, fire 0%, police 20%", "OK zoom view at (8,0) next turn"], "state": {"population_now": 14760, "funds": 1687, "score": 330, "tax": 0}, "info": {"unpowered_zones": 0, "zones_r": 139, "zones_c": 70, "zones_i": 90, "free_sites": 10}, "wall_s": 392.8}
{"turn": 21, "date": "Jan 1977", "model": "openai/gpt-5.6-terra", "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: $1,495   tax rate 7%   funding: road 10%, fire 0%, police 20%\n  last January's budget: tax income $450, requested road $2,422, fire $600, police $2,000; cash flow $-4,572/yr\nPOPULATION: 13,540 now (official census 14,100, City); residents 253, commerce 29, industry 24 (engine units)\nZONES: residential 139, commercial 70, industrial 90; unpowered zones: 0\nDEMAND (-100..+100, positive = the city wants more of it): residential -87, commercial -100, industrial -83\nCITY SCORE (re-evaluated each January, like the official census): 367 / 1000 (change +37 at the last evaluation); approval 38%; top problems (share of citizens): taxes 15%, pollution 5%, housing costs 5%, crime 4%\nAVERAGES (0-255, lower is better except land value): crime 26, pollution 45, traffic 0, land value 63\nSERVICES: coal plants 2, nuclear 3, police 20, fire stations 6, stadiums 1, seaports 1, airports 1; road tiles 2282, rail tiles 579; fires burning 1\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 x20: (12,40) (18,52) (22,30) (35,40) (36,10) (38,60) (46,30) (47,14) (48,76) (56,10) (56,44) (56,72) (64,72) (67,67) (68,30) (80,55) (91,40) (94,63) (102,31) (105,0); fire station x6: (9,86) (18,14) (18,48) (43,19) (64,48) (98,31); stadium x1: (87,53); seaport x1: (103,42); airport x1: (69,11)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (48,0) (52,0) (10,43) (46,79) (26,6) (30,3) (14,19) (76,6) (23,6) (14,16)\nLARGE OPEN AREAS (top-left, size): (97,66) 23x23 (72,69) 20x20 (56,75) 14x14 (108,2) 12x12 (16,0) 9x9 (0,12) 9x9\nHOT SPOTS (value@tile range): crime: 184@(18-19,72-73) 180@(20-21,74-75) 180@(18-19,76-77); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15); traffic: 76@(62-63,12-13)\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 .\"\"#\"\"\".\"\".\"\"\"#\"\"\"\"\".\"\"\"\"#\"\"...\"\"\"\"\"..\"\"\"\"\"\".\"\"\"#\".\"PP\"\"\"\"\"\"\ny=  2 .\"\"#RR\"\"\"\"\"\"\"\"#\"\"\"\"\".\"\"\"RRRR.CCCC\"\"\"..\"\"\"\"\"\"\"\"\"\"#\"\"\"PP\"\"..\"\"\ny=  4 .\"\"#RR\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"\"RRRRRCCCC\"\"\"\".\"\".\"\"\"\"\"CC#\"\"\"+\"\"\"\"\"\".\ny=  6 .\"\"#RR\"\".\"\".\"\"#RRRRRRRCCRRRRIIIIRCCCCC\"\"CC\"\"\"\"CC#CC.+\"\"\"\"\"\".\ny=  8 \"\"\".RR#########RRRRRRRCCRRRRIIIIRCCCCC##CC#######CC.+\".\"\"\"..\ny= 10 \"\"\".+...#RRRRRRCC#PPRIIII#IIPPIIIIAAAAIIRRRR#RRRRRR.+..\"\"\"\"\"\ny= 12 ..\".+...#RRRRRRCC#PPRIIII#IIPPIIIIAAAAIIRRRR#RRRRRR##..\"\"\"\"\"\ny= 14 \"\"\".++++#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#,,,#RR,+II\"\"\"\"\"\ny= 16 \"\"\"\"....#FFRRRRCCCCCCIIPP#IIIIIIIIAAAAIIRRRR#===#RR==II\"\"\"\"\"\ny= 18 \"\"\"\".RR.#RRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRII\"\"\"\ny= 20 ..\"\".RR.#RRRRRRRRRRRRFFII#IIIIIIIIIIIIIIIIII#RRRRRRRRRRIIII\"\ny= 22 \"\"\"\"#RR##RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#####RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#kkk#RRRRkkk=RRII\"\"\"\ny= 26 \"RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRRRRRRRIIIIII\"\ny= 28 .RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRRRRRRRIIIIII~\ny= 30 .####RRRRRRPPRRCCCCCCCCPP#CCCCRRRRPPRRRRRRRR#RRRRFFPPII###\"~\ny= 32 \"\"\"\"#RRRRRRPPRRCCCCCCCCPP#CCCCRRRRPPRRRRRRRR#RRRRFFPPII#EEE~\ny= 34 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#EEE~\ny= 36 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#\"~~~\ny= 38 \"\"\".####################################################~~~~\ny= 40 \"\"\".=.PPRRRRRRR=RPPCCRRCC#CCRRRRRRRRRRRRRRRR#PP+########~~~~\ny= 42 \"\"\"\"=.PPRRRRRRR#RPPCCRRCC#CCRRRRRRRRRRRRRRRR*PPkIIIOOOI#~~~~\ny= 44 \"\"\"\"=.#RRRRRRRRCCCCCCCCCC#CCPPkkk=RRRRRRRR~k=+,~IIIOOOI~~~~~\ny= 46 \"\"\"\"###RRRRRRRRCCCCCCCCCC#CCPP####RRRRRRRR~~++~~~~+~~~~~~~~~\ny= 48 .RRR#RRHHFFRRHHCCCCCCCCCC#CCCCRRFFRRRR#~#~~+++~~~~+~~~~~~~~~\ny= 50 #RRR#RRHHFFRRHHCCCCCCCCCC#CCCCRRFFRRRR~~#~~+\"+~~~~+~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~+~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~PPRSSS++~~+~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#+++++PPRSSS++~~+~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"\"+++++++~~+~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCPPCCCC#CCCC#~~+~~~~~\"\"\"~~~~~+~\"+\"\".\"\"~~~~\ny= 62 \"\".\"IIII#IIIIIICCCCPPCCCC#CC~~~~~+~~~~~~~~~~~~+PP++\"\"...\"\"\"~\ny= 64 \"\"..IIII#IIIIIICCCCCC###=##+~~~~~+~~~~~~~~~~~~\"PP\"\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC+~~=#~+~~~~~PP~~~~~~~~\"\".+\"\"\"\"\".\"\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC##+~~=##II++++PP++++++++++++\"\".\"\"\"..\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~+~+=#III+++++\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~+~+=#IIPP\"\"PP\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..\"\"IIII#IIIIIICC~~~IIEE=CC+PP\"\"PP\"\".\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"..\"\".\ny= 76 \"\"\"\"#############~~~IIEEPPI+\"\"\".\"\"\".\"......\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"\"\"IIII#IIIIII~~~~II###PPI\"\"\"\".\"\"\".\"\"\"..\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\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 (8,0)):\n         1         2         3         4       \n       8901234567890123456789012345678901234567\ny=  0  ...............\"\"...#..............\"\"...\ny=  1  \"\"\"\"\"\"...\"\"\"...\"\"\"\".#.\"\"\"\"\".\"\"\"....\"\"..\"\ny=  2  \"\"\"\"\"\"...\"\"\"\"\".\"\"\"\".#.\"\"\"\"\".\"\"\"....\"\".\"\"\ny=  3  RRR\"\"\".\"\".\"\"\"\"\"\"\".\"\"#.\"\"\"\"\".\"\"\"......\"\"\"\ny=  4  RRR\"\"\".\"\"\".\"\"\"\"\"\"\"\"\"#...\"\".\"\"\"\"......\"\".\ny=  5  RRR\"\"..\"\"\".\"\"\"\"\"\"\"\"\"##....\"\"\"\"\".\"\"\"\"\"...\ny=  6  #RRR.......\"\"\"...\"\"..#RRR.\"\"\"\"\".\"\"RRRCCC\ny=  7  #RRR\"\"\"\"...\"\"\".......#RRR..RRR.RRRRRRCCC\ny=  8  #RRR\"\"\"\"...\"\"\".......#RRR..RRR.RRRRRRCCC\ny=  9  ###########################RRR.RRR######\ny= 10  .+.......#RRR#RRR#RRR#=CCC#,PPPRRR#III#I\ny= 11  .+.......#RRR#RRR#RRR#=CCC#,PPPRRR#III#I\ny= 12  .+.......#RRR#RRR#RRR#=CCC#,PPPRRR#III#I\ny= 13  .+.......###############################\ny= 14  .++++++++#FFF#RRR#RRR#=CCC#CCC#CCC#III#P\ny= 15  .........#FFF#RRR#RRR#=CCC#CCC#CCC#III#P\ny= 16  .........#FFF#RRR#RRR#=CCC#CCC#CCC#III#P\ny= 17  .........#===#===#===#====#===#===#===#=\ny= 18  .........###############################\ny= 19  ..RRR....#RRR#RRR#RRR#=RRR#RRR#RRR#FFF#I\ny= 20  ..RRR....#RRR#RRR#RRR#=RRR#RRR#RRR#FFF#I\ny= 21  ..RRR#...#RRR#RRR#RRR#=RRR#RRR#RRR#FFF#I\ny= 22  ########################################\ny= 23  #=RRR#kkk#RRR#RRR#RRR#=RRR#RRR#RRR#III#I\ny= 24  #=RRR#kkk#RRR#RRR#RRR#=RRR#RRR#RRR#III#I\n\nEVENTS SINCE LAST TURN: Shipwreck reported! (at 89,44) | Explosion detected! (at 89,43)\nRESULTS OF YOUR LAST ACTIONS: OK tax rate set to 7% | OK funding set: road 10%, fire 0%, police 20% | OK zoom view at (8,0) next turn\nYOUR NOTES FROM LAST TURN: Oct 1976: set tax 7%, road funding 10%, police 20%, fire 0%. Do not add zones while all demand is negative; check January demand, population response, cash, and crime before spending on expansion.", "raw": "{\"thoughts\":\"Population recovery is the binding goal; the existing massive surplus of civic buildings is draining funds while demand is deeply negative. I will cut taxes to stimulate growth, retain a compact police network around the occupied city and southern crime area, and remove redundant police/fire stations to make sustained funding possible.\",\"notes\":\"Jan 1977: tax cut to 0. Retained police at (12,40),(18,52),(38,60),(48,76),(80,55),(94,63); retained fire at (18,48),(64,48). Check next turn whether demand/population respond and whether actual budget reflects reduced services; do not zone until demand improves.\",\"actions\":[{\"type\":\"tax\",\"rate\":0},{\"type\":\"funding\",\"road\":10,\"fire\":0,\"police\":50},{\"type\":\"bulldoze\",\"x\":22,\"y\":30,\"w\":3,\"h\":3},{\"type\":\"bulldoze\",\"x\":35,\"y\":40,\"w\":3,\"h\":3},{\"type\":\"bulldoze\",\"x\":36,\"y\":10,\"w\":3,\"h\":3},{\"type\":\"bulldoze\",\"x\":46,\"y\":30,\"w\":3,\"h\":3},{\"type\":\"bulldoze\",\"x\":47,\"y\":14,\"w\":3,\"h\":3},{\"type\":\"bulldoze\",\"x\":56,\"y\":10,\"w\":3,\"h\":3},{\"type\":\"bulldoze\",\"x\":56,\"y\":44,\"w\":3,\"h\":3},{\"type\":\"bulldoze\",\"x\":56,\"y\":72,\"w\":3,\"h\":3},{\"type\":\"bulldoze\",\"x\":64,\"y\":72,\"w\":3,\"h\":3},{\"type\":\"bulldoze\",\"x\":67,\"y\":67,\"w\":3,\"h\":3},{\"type\":\"bulldoze\",\"x\":68,\"y\":30,\"w\":3,\"h\":3},{\"type\":\"bulldoze\",\"x\":91,\"y\":40,\"w\":3,\"h\":3},{\"type\":\"bulldoze\",\"x\":102,\"y\":31,\"w\":3,\"h\":3},{\"type\":\"bulldoze\",\"x\":105,\"y\":0,\"w\":3,\"h\":3},{\"type\":\"bulldoze\",\"x\":9,\"y\":86,\"w\":3,\"h\":3},{\"type\":\"bulldoze\",\"x\":18,\"y\":14,\"w\":3,\"h\":3},{\"type\":\"bulldoze\",\"x\":43,\"y\":19,\"w\":3,\"h\":3},{\"type\":\"bulldoze\",\"x\":98,\"y\":31,\"w\":3,\"h\":3},{\"type\":\"zoom\",\"x\":8,\"y\":60}]}", "routed_model": "openai/gpt-5.6-terra", "usage": {"prompt_tokens": 4538, "completion_tokens": 1941, "total_tokens": 6479, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 4536, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.0380996, "upstream_inference_prompt_cost": 0.0124784, "upstream_inference_completions_cost": 0.0256212}, "completion_tokens_details": {"reasoning_tokens": 1359, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.0380996, "latency_s": 31.66, "thoughts": "Population recovery is the binding goal; the existing massive surplus of civic buildings is draining funds while demand is deeply negative. I will cut taxes to stimulate growth, retain a compact police network around the occupied city and southern crime area, and remove redundant police/fire stations to make sustained funding possible.", "notes": "Jan 1977: tax cut to 0. Retained police at (12,40),(18,52),(38,60),(48,76),(80,55),(94,63); retained fire at (18,48),(64,48). Check next turn whether demand/population respond and whether actual budget reflects reduced services; do not zone until demand improves.", "actions": [{"type": "tax", "rate": 0}, {"type": "funding", "road": 10, "fire": 0, "police": 50}, {"type": "bulldoze", "x": 22, "y": 30, "w": 3, "h": 3}, {"type": "bulldoze", "x": 35, "y": 40, "w": 3, "h": 3}, {"type": "bulldoze", "x": 36, "y": 10, "w": 3, "h": 3}, {"type": "bulldoze", "x": 46, "y": 30, "w": 3, "h": 3}, {"type": "bulldoze", "x": 47, "y": 14, "w": 3, "h": 3}, {"type": "bulldoze", "x": 56, "y": 10, "w": 3, "h": 3}, {"type": "bulldoze", "x": 56, "y": 44, "w": 3, "h": 3}, {"type": "bulldoze", "x": 56, "y": 72, "w": 3, "h": 3}, {"type": "bulldoze", "x": 64, "y": 72, "w": 3, "h": 3}, {"type": "bulldoze", "x": 67, "y": 67, "w": 3, "h": 3}, {"type": "bulldoze", "x": 68, "y": 30, "w": 3, "h": 3}, {"type": "bulldoze", "x": 91, "y": 40, "w": 3, "h": 3}, {"type": "bulldoze", "x": 102, "y": 31, "w": 3, "h": 3}, {"type": "bulldoze", "x": 105, "y": 0, "w": 3, "h": 3}, {"type": "bulldoze", "x": 9, "y": 86, "w": 3, "h": 3}, {"type": "bulldoze", "x": 18, "y": 14, "w": 3, "h": 3}, {"type": "bulldoze", "x": 43, "y": 19, "w": 3, "h": 3}, {"type": "bulldoze", "x": 98, "y": 31, "w": 3, "h": 3}, {"type": "zoom", "x": 8, "y": 60}], "actions_dropped": 0, "results": ["OK tax rate set to 0%", "OK funding set: road 10%, fire 0%, police 50%", "OK bulldoze (22,30) 3x3: 5 tiles cleared, $5", "OK bulldoze (35,40) 3x3: 5 tiles cleared, $5", "OK bulldoze (36,10) 3x3: 5 tiles cleared, $5", "OK bulldoze (46,30) 3x3: 5 tiles cleared, $5", "OK bulldoze (47,14) 3x3: 5 tiles cleared, $5", "OK bulldoze (56,10) 3x3: 5 tiles cleared, $5", "OK bulldoze (56,44) 3x3: 5 tiles cleared, $5", "OK bulldoze (56,72) 3x3: 5 tiles cleared, $5", "OK bulldoze (64,72) 3x3: 5 tiles cleared, $5", "OK bulldoze (67,67) 3x3: 5 tiles cleared, $5", "OK bulldoze (68,30) 3x3: 5 tiles cleared, $5", "OK bulldoze (91,40) 3x3: 5 tiles cleared, $5", "OK bulldoze (102,31) 3x3: 5 tiles cleared, $5", "OK bulldoze (105,0) 3x3: 5 tiles cleared, $5", "OK bulldoze (9,86) 3x3: 5 tiles cleared, $5", "OK bulldoze (18,14) 3x3: 5 tiles cleared, $5", "OK bulldoze (43,19) 3x3: 5 tiles cleared, $5", "OK bulldoze (98,31) 3x3: 5 tiles cleared, $5", "OK zoom view at (8,60) next turn"], "state": {"population_now": 13540, "funds": 1495, "score": 367, "tax": 7}, "info": {"unpowered_zones": 0, "zones_r": 139, "zones_c": 70, "zones_i": 90, "free_sites": 10}, "wall_s": 424.6}
{"turn": 22, "date": "Apr 1977", "model": "openai/gpt-5.6-terra", "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: $1,405   tax rate 0%   funding: road 10%, fire 0%, police 50%\n  last January's budget: tax income $450, requested road $2,422, fire $600, police $2,000; cash flow $-4,572/yr\nPOPULATION: 11,720 now (official census 14,100, City); residents 226, commerce 27, industry 18 (engine units)\nZONES: residential 139, commercial 70, industrial 90; unpowered zones: 24\nDEMAND (-100..+100, positive = the city wants more of it): residential -81, commercial -100, industrial -75\nCITY SCORE (re-evaluated each January, like the official census): 367 / 1000 (change +37 at the last evaluation); approval 38%; top problems (share of citizens): taxes 15%, pollution 5%, housing costs 5%, crime 4%\nAVERAGES (0-255, lower is better except land value): crime 57, pollution 45, traffic 0, land value 63\nSERVICES: coal plants 2, nuclear 3, police 6, fire stations 2, stadiums 1, seaports 1, airports 1; road tiles 2282, rail tiles 579; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 57); 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 x6: (12,40) (18,52) (38,60) (48,76) (80,55) (94,63); fire station x2: (18,48) (64,48); stadium x1: (87,53); seaport x1: (103,42); airport x1: (69,11)*\nUNPOWERED ZONES (top-left): (8,3) (9,6) (13,86) (32,40) (35,7) (43,10) (47,10) (52,3) (52,6) (52,10) (56,4) (56,7) (59,3) (60,7) (60,10) (60,31) (62,3) (64,6) (64,10) (64,31) ...\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (56,44) (47,31) (35,40) (68,30) (43,19) (47,14) (22,31) (56,10) (36,10) (56,72)\nLARGE OPEN AREAS (top-left, size): (97,66) 23x23 (76,69) 20x20 (57,72) 17x17 (106,0) 14x14 (15,0) 9x9 (0,10) 9x9\nHOT SPOTS (value@tile range): crime: 185@(94-95,8-9) 184@(18-19,72-73) 180@(20-21,74-75); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15); traffic: 132@(88-89,8-9) 132@(86-87,8-9) 78@(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 .\"\"#\"\"\".\"\".\"\"\"#\"\"\"\"\".\"\"\"\"#\"\"...\"\"\"\"\"..\"\"\"\"\"\".\"\"\"#\".\",,\"\"\"\"\"\"\ny=  2 .\"\"#rr\"\"\"\"\"\"\"\"#\"\"\"\"\".\"\"\"RRrr.cccc\"\"\"..\"\"\"\"\"\"\"\"\"\"#\"\"\"+\"\"\"..\"\"\ny=  4 .\"\"#rr\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"\"RRrrrcccc\"\"\"\".\"\".\"\"\"\"\"CC#\"\"\"+\"\"\"\"\"\".\ny=  6 .\"\"#rr\"\".\"\".\"\"#RRrrRRRCCRRrriiiirccccc\"\"CC\"\"\"\"CC#CC.+\"\"\"\"\"\".\ny=  8 \"\"\".rr#########RRrrRRRCCRRrriiiirccccc##CC#######CC.+\".\"\"\"..\ny= 10 \"\"\".+...#RRRRRRCC#,RRiiii#ii,#iiiiAAAAIIRRRR#RRRRRR.+..\"\"\"\"\"\ny= 12 ..\".+...#RRRRRRCC##RRiiii#ii##iiiiAAAAIIRRRR#RRRRRR##..\"\"\"\"\"\ny= 14 \"\"\".++++#,#RRRRCCCCCCII#,#IIIIIIIIAAAAIIRRRR#,,,#RR,+II\"\"\"\"\"\ny= 16 \"\"\"\"....#=#RRRRCCCCCCII#=#IIIIIIIIAAAAIIRRRR#===#RR==II\"\"\"\"\"\ny= 18 \"\"\"\".RR.#RRRRRRRRRRRR##II#IIIIIIIIIIIIIIIIII#RRRRRRRRRRII\"\"\"\ny= 20 ..\"\".RR.#RRRRRRRRRRRR#,II#IIIIIIIIIIIIIIIIII#RRRRRRRRRRIIII\"\ny= 22 \"\"\"\"#RR##RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#####RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#kkk#RRRRkkk=RRII\"\"\"\ny= 26 \"RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRRRRRRRIIIIII\"\ny= 28 .RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRRRRRRRIIIIII~\ny= 30 .####RRRRRR,#RRCCCCCCCC,##CCCCrrrr,#RRRRRRRR#RRRR####II###\"~\ny= 32 \"\"\"\"#RRRRRR,#RRCCCCCCCC#,#CCCCrrrr#,RRRRRRRR#RRRR,#,=II#EEE~\ny= 34 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#EEE~\ny= 36 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#\"~~~\ny= 38 \"\"\".####################################################~~~~\ny= 40 \"\"\".=.PPRRRRRRR=rr,CCRRCC#CCRRRRRRRRRRRRRRrr##,+########~~~~\ny= 42 \"\"\"\"=.PPRRRRRRR#rr#CCRRCC#CCRRRRRRRRRRRRRRrr=k,kIIIOOOI#~~~~\ny= 44 \"\"\"\"=.#RRRRRRRRCCCCCCCCCC#CC,#kkk=RRRRRRRR~k=+,~IIIOOOI~~~~~\ny= 46 \"\"\"\"###RRRRRRRRCCCCCCCCCC#CC######RRRRRRRR~~++~~~~+~~~~~~~~~\ny= 48 .RRR#RRHHFFRRHHCCCCCCCCCC#CCCCRRFFRRRR#~#~~+++~~~~+~~~~~~~~~\ny= 50 #RRR#RRHHFFRRHHCCCCCCCCCC#CCCCRRFFRRRR~~#~~+\"+~~~~+~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~+~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~PPRSSS++~~+~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#+++++PPRSSS++~~+~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"\"+++++++~~+~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCPPCCCC#CCCC#~~+~~~~~\"\"\"~~~~~+~\"+\"\".\"\"~~~~\ny= 62 \"\".\"IIII#IIIIIICCCCPPCCCC#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##~~+~+=#II,\"\"\",\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..\"\"IIII#IIIIIICC~~~IIEE=CC+,\"\"\",\"\"\".\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"..\"\".\ny= 76 \"\"\"\"#############~~~IIEEPPI+\"\"\".\"\"\".\"......\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"\"\"IIII#IIIIII~~~~II###PPI\"\"\"\".\"\"\".\"\"\"..\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 80 \"\"\".IIII#IIIIII~~~~II#\"\"=#\"\".\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 82 \"\"\"\"IIII#IIII~~~~~\"##II+=CC..\"\"..\"\".\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"..\"\"\"\ny= 84 .\"\"\"IIII#IIII~~~~\"\"#III##CC\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\".\"\"\ny= 86 ~\"\".#,ii#===~~~~\"\"##IICC=\"\"\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\".\"\"\ny= 88 ~\"\"\"##ii=~==~~~.\"\"#\"\"#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 (8,60)):\n         1         2         3         4       \n       8901234567890123456789012345678901234567\ny= 60  #===#===#===...==#===#===#===#PPP#===#==\ny= 61  #III#III#=III.III#III#CCC#CCC#PPP#CCC#CC\ny= 62  #III#III#=III.III#III#CCC#CCC#PPP#CCC#CC\ny= 63  #III#III#=III#III#III#CCC#CCC#,,,#CCC#CC\ny= 64  #######################################~\ny= 65  #III#III#=III#III#III#CCC#CCC#CCC#...~~~\ny= 66  #III#III#=III#III#III#CCC#CCC#CCC#+.~~~~\ny= 67  #III#III#=III#III#III#CCC#CCC#CCC#+~~~~~\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#..~~~~~~++EEEE\ny= 75  #III#III#=III#III.III#CCC#.~~~~~~IIIEEEE\ny= 76  ################...#######~~~~~~~IIIEEEE\ny= 77  #===#===#====#===#===#...~~~~~~~.IIIEEEE\ny= 78  #III#III#=III#III#III#..~~~~~~~III######\ny= 79  #III#III#=III#III#III#.~~~~~~.,III#.\"\".\"\ny= 80  #III#III#=III#III#III#~~~~~~~..III#+\"\".\"\ny= 81  #####################~~~~~~~..\".###+\"\"..\ny= 82  #III#III#=III#III#..~~~~~~~\"\"..##..III++\ny= 83  #III#III#=III#III#.~~~~~~~\"\"\"..#...III\"\"\ny= 84  #III#III#=III#III#~~~~~~~\"\"\"\"..#IIIIII\"\"\n\nEVENTS SINCE LAST TURN: none\nRESULTS OF YOUR LAST ACTIONS: OK tax rate set to 0% | OK funding set: road 10%, fire 0%, police 50% | OK bulldoze (22,30) 3x3: 5 tiles cleared, $5 | OK bulldoze (35,40) 3x3: 5 tiles cleared, $5 | OK bulldoze (36,10) 3x3: 5 tiles cleared, $5 | OK bulldoze (46,30) 3x3: 5 tiles cleared, $5 | OK bulldoze (47,14) 3x3: 5 tiles cleared, $5 | OK bulldoze (56,10) 3x3: 5 tiles cleared, $5 | OK bulldoze (56,44) 3x3: 5 tiles cleared, $5 | OK bulldoze (56,72) 3x3: 5 tiles cleared, $5 | OK bulldoze (64,72) 3x3: 5 tiles cleared, $5 | OK bulldoze (67,67) 3x3: 5 tiles cleared, $5 | OK bulldoze (68,30) 3x3: 5 tiles cleared, $5 | OK bulldoze (91,40) 3x3: 5 tiles cleared, $5 | OK bulldoze (102,31) 3x3: 5 tiles cleared, $5 | OK bulldoze (105,0) 3x3: 5 tiles cleared, $5 | OK bulldoze (9,86) 3x3: 5 tiles cleared, $5 | OK bulldoze (18,14) 3x3: 5 tiles cleared, $5 | OK bulldoze (43,19) 3x3: 5 tiles cleared, $5 | OK bulldoze (98,31) 3x3: 5 tiles cleared, $5 | OK zoom view at (8,60) next turn\nYOUR NOTES FROM LAST TURN: Jan 1977: tax cut to 0. Retained police at (12,40),(18,52),(38,60),(48,76),(80,55),(94,63); retained fire at (18,48),(64,48). Check next turn whether demand/population respond and whether actual budget reflects reduced services; do not zone until demand improves.", "raw": "{\"thoughts\":\"The zero-tax policy needs more time to reverse the severe demand collapse; building more zones now would only add vacant capacity. Crime is just below the target, so preserve the existing police network and cash while monitoring the northern crime hotspot before making capital commitments.\",\"notes\":\"Apr 1977: $1405, tax 0%, police 50%, road 10%, fire 0. Demand remains deeply negative and population 11,720, so wait for recovery rather than zone. Crime 57; inspect north/east hotspot around (94,8) next turn. Need reassess cash and January budget before increasing services.\",\"actions\":[{\"type\":\"zoom\",\"x\":80,\"y\":0}]}", "routed_model": "openai/gpt-5.6-terra", "usage": {"prompt_tokens": 4921, "completion_tokens": 860, "total_tokens": 5781, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 4919, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.02488365, "upstream_inference_prompt_cost": 0.01353165, "upstream_inference_completions_cost": 0.011352}, "completion_tokens_details": {"reasoning_tokens": 709, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.02488365, "latency_s": 13.1, "thoughts": "The zero-tax policy needs more time to reverse the severe demand collapse; building more zones now would only add vacant capacity. Crime is just below the target, so preserve the existing police network and cash while monitoring the northern crime hotspot before making capital commitments.", "notes": "Apr 1977: $1405, tax 0%, police 50%, road 10%, fire 0. Demand remains deeply negative and population 11,720, so wait for recovery rather than zone. Crime 57; inspect north/east hotspot around (94,8) next turn. Need reassess cash and January budget before increasing services.", "actions": [{"type": "zoom", "x": 80, "y": 0}], "actions_dropped": 0, "results": ["OK zoom view at (80,0) next turn"], "state": {"population_now": 11720, "funds": 1405, "score": 367, "tax": 0}, "info": {"unpowered_zones": 24, "zones_r": 139, "zones_c": 70, "zones_i": 90, "free_sites": 10}, "wall_s": 437.8}
{"turn": 23, "date": "Jul 1977", "model": "openai/gpt-5.6-terra", "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: $1,405   tax rate 0%   funding: road 10%, fire 0%, police 50%\n  last January's budget: tax income $450, requested road $2,422, fire $600, police $2,000; cash flow $-4,572/yr\nPOPULATION: 10,040 now (official census 14,100, City); residents 198, commerce 23, industry 15 (engine units)\nZONES: residential 139, commercial 70, industrial 90; unpowered zones: 24\nDEMAND (-100..+100, positive = the city wants more of it): residential -64, commercial -100, industrial -52\nCITY SCORE (re-evaluated each January, like the official census): 367 / 1000 (change +37 at the last evaluation); approval 38%; top problems (share of citizens): taxes 15%, pollution 5%, housing costs 5%, crime 4%\nAVERAGES (0-255, lower is better except land value): crime 57, pollution 46, traffic 0, land value 63\nSERVICES: coal plants 2, nuclear 3, police 6, fire stations 2, stadiums 1, seaports 1, airports 1; road tiles 2302, rail tiles 579; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 57); 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 x6: (12,40) (18,52) (38,60) (48,76) (80,55) (94,63); fire station x2: (18,48) (64,48); stadium x1: (87,53); seaport x1: (103,42); airport x1: (69,11)*\nUNPOWERED ZONES (top-left): (8,3) (9,6) (13,86) (32,40) (35,7) (43,10) (47,10) (52,3) (52,6) (52,10) (56,4) (56,7) (59,3) (60,7) (60,10) (60,31) (62,3) (64,6) (64,10) (64,31) ...\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (56,44) (47,31) (35,40) (68,30) (43,19) (47,14) (22,31) (56,10) (36,10) (56,72)\nLARGE OPEN AREAS (top-left, size): (97,66) 23x23 (76,69) 20x20 (57,72) 17x17 (106,0) 14x14 (15,0) 9x9 (0,10) 9x9\nHOT SPOTS (value@tile range): crime: 185@(94-95,8-9) 184@(18-19,72-73) 180@(20-21,74-75); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15); traffic: 76@(58-59,42-43)\n\nMAP (1 char = 2x2 tiles; the char at column c, row r covers x=2c..2c+1, y=2r..2r+1).\nLegend: . empty land  \" trees  ~ water  , rubble  * fire  w flood  ! radiation  # road  = rail  + power line  R/C/I zones (lowercase = unpowered)  E coal plant  N nuclear  P police  F fire station  S stadium  O seaport  A airport  H hospital/church  k park\n      0    10   20   30   40   50   60   70   80   90   100  110     <- x\ny=  0 .\"\"#\"\"\".\"\".\"\"\"#\"\"\"\"\".\"\"\"\"#\"\"...\"\"\"\"\"..\"\"\"\"\"\".\"\"\"#\".\",,\"\"\"\"\"\"\ny=  2 .\"\"#rr\"\"\"\"\"\"\"\"#\"\"\"\"\".\"\"\"RRrr.cccc\"\"\"..\"\"\"\"\"\"\"\"\"\"#\"\"\"+\"\"\"..\"\"\ny=  4 .\"\"#rr\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"\"RRrrrcccc\"\"\"\".\"\".\"\"\"\"\"CC#\"\"\"+\"\"\"\"\"\".\ny=  6 .\"\"#rr\"\".\"\".\"\"#RRrrRRRCCRRrriiiirccccc\"\"CC\"\"\"\"CC#CC.+\"\"\"\"\"\".\ny=  8 \"\"\".rr#########RRrrRRRCCRRrriiiirccccc##CC#######CC.+\".\"\"\"..\ny= 10 \"\"\".+...#RRRRRRCC#,RRiiii#ii,#iiiiAAAAIIRRRR#RRRRRR.+..\"\"\"\"\"\ny= 12 ..\".+...#RRRRRRCC##RRiiii#ii##iiiiAAAAIIRRRR#RRRRRR##..\"\"\"\"\"\ny= 14 \"\"\".++++#,#RRRRCCCCCCII#,#IIIIIIIIAAAAIIRRRR#,,,#RR,+II\"\"\"\"\"\ny= 16 \"\"\"\"....#=#RRRRCCCCCCII#=#IIIIIIIIAAAAIIRRRR#===#RR==II\"\"\"\"\"\ny= 18 \"\"\"\".RR.#RRRRRRRRRRRR##II#IIIIIIIIIIIIIIIIII#RRRRRRRRRRII\"\"\"\ny= 20 ..\"\".RR.#RRRRRRRRRRRR#,II#IIIIIIIIIIIIIIIIII#RRRRRRRRRRIIII\"\ny= 22 \"\"\"\"#RR##RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#####RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#kkk#RRRRkkk=RRII\"\"\"\ny= 26 \"RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRRRRRRRIIIIII\"\ny= 28 .RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRRRRRRRIIIIII~\ny= 30 .####RRRRRR,#RRCCCCCCCC,##CCCCrrrr,#RRRRRRRR#RRRR####II###\"~\ny= 32 \"\"\"\"#RRRRRR,#RRCCCCCCCC#,#CCCCrrrr#,RRRRRRRR#RRRR,#,=II#EEE~\ny= 34 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#EEE~\ny= 36 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#\"~~~\ny= 38 \"\"\".####################################################~~~~\ny= 40 \"\"\".=.PPRRRRRRR=rr,CCRRCC#CCRRRRRRRRRRRRRRrr##,+########~~~~\ny= 42 \"\"\"\"=.PPRRRRRRR#rr#CCRRCC#CCRRRRRRRRRRRRRRrr=k,kIIIOOOI#~~~~\ny= 44 \"\"\"\"=.#RRRRRRRRCCCCCCCCCC#CC,#kkk=RRRRRRRR~k=+,~IIIOOOI~~~~~\ny= 46 \"\"\"\"###RRRRRRRRCCCCCCCCCC#CC######RRRRRRRR~~++~~~~+~~~~~~~~~\ny= 48 .RRR#RRHHFFRRHHCCCCCCCCCC#CCCCRRFFRRRR#~#~~+++~~~~+~~~~~~~~~\ny= 50 #RRR#RRHHFFRRHHCCCCCCCCCC#CCCCRRFFRRRR~~#~~+\"+~~~~+~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~+~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~PPRSSS++~~+~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#+++++PPRSSS++~~+~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"\"+++++++~~+~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCPPCCCC#CCCC#~~+~~~~~\"\"\"~~~~~+~\"+\"\".\"\"~~~~\ny= 62 \"\".\"IIII#IIIIIICCCCPPCCCC#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##~~+~+=#II,\"\"\",\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..\"\"IIII#IIIIIICC~~~IIEE=CC+,\"\"\",\"\"\".\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"..\"\".\ny= 76 \"\"\"\"#############~~~IIEEPPI+\"\"\".\"\"\".\"......\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"\"\"IIII#IIIIII~~~~II###PPI\"\"\"\".\"\"\".\"\"\"..\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 80 \"\"\".IIII#IIIIII~~~~II#\"\"=#\"\".\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 82 \"\"\"\"IIII#IIII~~~~~\"##II+=CC..\"\"..\"\".\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"..\"\"\"\ny= 84 .\"\"\"IIII#IIII~~~~\"\"#III##CC\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\".\"\"\ny= 86 ~\"\".#,ii#===~~~~\"\"##IICC=\"\"\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\".\"\"\ny= 88 ~\"\"\"##ii=~==~~~.\"\"#\"\"#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 (80,0)):\n       8         9         0         1         \n       0123456789012345678901234567890123456789\ny=  0  \"\"\"\".......\"\"....\"\"\".....,,...\"\"\"\"\".....\ny=  1  \"\"\"\".\"\"...\"\"\".\"\"#\"\"\"...\"\",,.\".\"\"\"\"\"..\"\".\ny=  2  \"\"\"..\"\"...\"\"\".\"\"#...\"\"\"\"\",..\"........\"\".\ny=  3  \"....\"\".\"\"\"\"\"...#\"\"\"\"\"\"\"\"+.\"\"\"\".....\"\"..\ny=  4  ...\"\"\".\"\"\"\"\".CCC#\"\"\"\"\"\"\"\"+.\"\"\"\"\"...\"\"\"..\ny=  5  ..\"\"\"\".\"\"\"\"\".CCC#.\"\"\"\"...+\"\"\"\"\"\"\"\".\"\"\"..\ny=  6  ..\"\"\"\".\"\"\"\"\".CCC#++......+\"\"\"\"\"\"\"\"\"\"\"\"..\ny=  7  .CCC\"\".\"\"\"\"\"\"\"..#.CCC....+\"\"\"\"\"\"\".\"\"\"...\ny=  8  .CCC...\"\"\"\"\"\"\"..##CCC....+\"\"......\"\"....\ny=  9  #CCC##############CCC#...+.....\"\"\"\"\"....\ny= 10  #RRR#RRR=#RRR#RRR#RRR#...+.....\"\"\"\"...\"\"\ny= 11  #RRR#RRR=#RRR#RRR#RRR#...+.....\"\"\".\"\"\"\"\"\ny= 12  #RRR#RRR=#RRR#RRR#RRR#...+.....\"\"\".\"\"\"\"\"\ny= 13  #########################+.....\"\".\"\"\"\"\"\"\ny= 14  #RRR#RRR=#,,,.,,,#RRR#,,.+.....\"\".\"\"\"\"\"\"\ny= 15  #RRR#RRR=#,,,.,,,#RRR#,,,+III..\"\"\"\"\"\"\"\".\ny= 16  #RRR#RRR=#,,,.,,,#RRR#,,,+III..\"\"\"\"\"\"...\ny= 17  #===#====#=======#===#====III..\"\"\"...\"\"\"\ny= 18  ###############################....\"\"\"\"\"\ny= 19  #III#III=#RRR#RRR#RRR#RRR=#RRRIII\".\"\"\"\"\"\ny= 20  #III#III=#RRR#RRR#RRR#RRR=#RRRIII.III\"\"\"\ny= 21  #III#III=#RRR#RRR#RRR#RRR=#RRRIII+III...\ny= 22  ##################################III\"\".\ny= 23  #kkkkkkk=#RRR#RRR#kkkkkkk=#RRR#...\"\".\"\".\ny= 24  #kkkkkkk=#RRR#RRR#kkkkkkk=#RRR#III\"\"....\n\nEVENTS SINCE LAST TURN: none\nRESULTS OF YOUR LAST ACTIONS: OK zoom view at (80,0) next turn\nYOUR NOTES FROM LAST TURN: Apr 1977: $1405, tax 0%, police 50%, road 10%, fire 0. Demand remains deeply negative and population 11,720, so wait for recovery rather than zone. Crime 57; inspect north/east hotspot around (94,8) next turn. Need reassess cash and January budget before increasing services.", "raw": "{\"thoughts\":\"Population recovery is the overriding challenge, while crime is only narrowly below the target. I will restore a sustainable default tax rate and modestly improve road maintenance without spending scarce cash on uncertain construction while demand is deeply negative.\",\"notes\":\"Jul 1977: set tax 7%, road funding 20%, police 50%, fire 0%. Preserve cash; next turn reassess demand/population and January fiscal effects. Need eventually repair isolated unpowered zones and add police near northern hotspot only if affordable.\",\"actions\":[{\"type\":\"tax\",\"rate\":7},{\"type\":\"funding\",\"road\":20,\"fire\":0,\"police\":50},{\"type\":\"zoom\",\"x\":80,\"y\":0}]}", "routed_model": "openai/gpt-5.6-terra", "usage": {"prompt_tokens": 4477, "completion_tokens": 1160, "total_tokens": 5637, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 4475, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.02762265, "upstream_inference_prompt_cost": 0.01231065, "upstream_inference_completions_cost": 0.015312}, "completion_tokens_details": {"reasoning_tokens": 1008, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.02762265, "latency_s": 17.81, "thoughts": "Population recovery is the overriding challenge, while crime is only narrowly below the target. I will restore a sustainable default tax rate and modestly improve road maintenance without spending scarce cash on uncertain construction while demand is deeply negative.", "notes": "Jul 1977: set tax 7%, road funding 20%, police 50%, fire 0%. Preserve cash; next turn reassess demand/population and January fiscal effects. Need eventually repair isolated unpowered zones and add police near northern hotspot only if affordable.", "actions": [{"type": "tax", "rate": 7}, {"type": "funding", "road": 20, "fire": 0, "police": 50}, {"type": "zoom", "x": 80, "y": 0}], "actions_dropped": 0, "results": ["OK tax rate set to 7%", "OK funding set: road 20%, fire 0%, police 50%", "OK zoom view at (80,0) next turn"], "state": {"population_now": 10040, "funds": 1405, "score": 367, "tax": 0}, "info": {"unpowered_zones": 24, "zones_r": 139, "zones_c": 70, "zones_i": 90, "free_sites": 10}, "wall_s": 455.8}
{"turn": 24, "date": "Oct 1977", "model": "openai/gpt-5.6-terra", "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: $1,405   tax rate 7%   funding: road 20%, fire 0%, police 50%\n  last January's budget: tax income $450, requested road $2,422, fire $600, police $2,000; cash flow $-4,572/yr\nPOPULATION: 8,920 now (official census 14,100, City); residents 166, commerce 22, industry 13 (engine units)\nZONES: residential 140, commercial 70, industrial 90; unpowered zones: 24\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): 367 / 1000 (change +37 at the last evaluation); approval 38%; top problems (share of citizens): taxes 15%, pollution 5%, housing costs 5%, crime 4%\nAVERAGES (0-255, lower is better except land value): crime 55, pollution 48, traffic 0, land value 64\nSERVICES: coal plants 2, nuclear 3, police 6, fire stations 2, stadiums 1, seaports 1, airports 1; road tiles 2302, rail tiles 579; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 55); 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 x6: (12,40) (18,52) (38,60) (48,76) (80,55) (94,63); fire station x2: (18,48) (64,48); stadium x1: (87,53); seaport x1: (103,42); airport x1: (69,11)*\nUNPOWERED ZONES (top-left): (8,3) (9,6) (13,86) (32,40) (35,7) (43,10) (47,10) (52,3) (52,6) (52,10) (56,4) (56,7) (59,3) (60,7) (60,10) (60,31) (62,3) (64,6) (64,10) (64,31) ...\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (56,44) (47,31) (35,40) (68,30) (43,19) (47,14) (22,31) (56,10) (36,10) (56,72)\nLARGE OPEN AREAS (top-left, size): (97,66) 23x23 (76,69) 20x20 (57,72) 17x17 (106,0) 14x14 (15,0) 9x9 (0,10) 9x9\nHOT SPOTS (value@tile range): crime: 179@(56-57,20-21) 179@(44-45,10-11) 178@(18-19,74-75); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15); traffic: 76@(96-97,8-9) 76@(92-93,12-13)\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 .\"\"#\"\"\".\"\".\"\"\"#\"\"\"\"\".\"\"\"\"#\"\"...\"\"\"\"\"..\"\"\"\"\"\".\"\"\"#\".\",,\"\"\"\"\"\"\ny=  2 .\"\"#rr\"\"\"\"\"\"\"\"#\"\"\"\"\".\"\"\"RRrr.cccc\"\"\"..\"\"\"\"\"\"\"\"\"\"#\"\"\"+\"\"\"..\"\"\ny=  4 .\"\"#rr\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"\"RRrrrcccc\"\"\"\".\"\".\"\"\"\"\"CC#\"\"\"+\"\"\"\"\"\".\ny=  6 .\"\"#rr\"\".\"\".\"\"#RRrrRRRCCRRrriiiirccccc\"\"CC\"\"\"\"CC#CC.+\"\"\"\"\"\".\ny=  8 \"\"\".rr#########RRrrRRRCCRRrriiiirccccc##CC#######CC.+\".\"\"\"..\ny= 10 \"\"\".+...#RRRRRRCC#,RRiiii#ii,#iiiiAAAAIIRRRR#RRRRRR.+..\"\"\"\"\"\ny= 12 ..\".+...#RRRRRRCC##RRiiii#ii##iiiiAAAAIIRRRR#RRRRRR##..\"\"\"\"\"\ny= 14 \"\"\".++++#,#RRRRCCCCCCII#,#IIIIIIIIAAAAIIRRRR#,,,#RR,+II\"\"\"\"\"\ny= 16 \"\"\"\"....#=#RRRRCCCCCCII#=#IIIIIIIIAAAAIIRRRR#===#RR==II\"\"\"\"\"\ny= 18 \"\"\"\".RR.#RRRRRRRRRRRR##II#IIIIIIIIIIIIIIIIII#RRRRRRRRRRII\"\"\"\ny= 20 ..\"\".RR.#RRRRRRRRRRRR#,II#IIIIIIIIIIIIIIIIII#RRRRRRRRRRIIII\"\ny= 22 \"\"\"\"#RR##RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#####RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#kkk#RRRRkkk=RRII\"\"\"\ny= 26 \"RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRRRRRRRIIIIII\"\ny= 28 .RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRRRRRRRIIIIII~\ny= 30 .####RRRRRR,#RRCCCCCCCC,##CCCCrrrr,#RRRRRRRR#RRRR####II###\"~\ny= 32 \"\"\"\"#RRRRRR,#RRCCCCCCCC#,#CCCCrrrr#,RRRRRRRR#RRRR,#,=II#EEE~\ny= 34 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#EEE~\ny= 36 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#\"~~~\ny= 38 \"\"\".####################################################~~~~\ny= 40 \"\"\".=.PPRRRRRRR=rr,CCRRCC#CCRRRRRRRRRRRRRRrr##,+########~~~~\ny= 42 \"\"\"\"=.PPRRRRRRR#rr#CCRRCC#CCRRRRRRRRRRRRRRrr=k,kIIIOOOI#~~~~\ny= 44 \"\"\"\"=.#RRRRRRRRCCCCCCCCCC#CC,#kkk=RRRRRRRR~k=+,~IIIOOOI~~~~~\ny= 46 \"\"\"\"###RRRRRRRRCCCCCCCCCC#CC######RRRRRRRR~~++~~~~+~~~~~~~~~\ny= 48 .RRR#RRHHFFRRRRCCCCCCCCCC#CCCCRRFFRRRR#~#~~+++~~~~+~~~~~~~~~\ny= 50 #RRR#RRHHFFRRRRCCCCCCCCCC#CCCCRRFFRRRR~~#~~+\"+~~~~+~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~+~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~PPRSSS++~~+~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#+++++PPRSSS++~~+~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"\"+++++++~~+~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCPPCCCC#CCCC#~~+~~~~~\"\"\"~~~~~+~\"+\"\".\"\"~~~~\ny= 62 \"\".\"IIII#IIIIIICCCCPPCCCC#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##~~+~+=#II,\"\"\",\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..\"\"IIII#IIIIIICC~~~IIEE=CC+,\"\"\",\"\"\".\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"..\"\".\ny= 76 \"\"\"\"#############~~~IIEEPPI+\"\"\".\"\"\".\"......\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"\"\"IIII#IIIIII~~~~II###PPI\"\"\"\".\"\"\".\"\"\"..\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 80 \"\"\".IIII#IIIIII~~~~II#\"\"=#\"\".\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 82 \"\"\"\"IIII#IIII~~~~~\"##II+=CC..\"\"..\"\".\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"..\"\"\"\ny= 84 .\"\"\"IIII#IIII~~~~\"\"#III##CC\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\".\"\"\ny= 86 ~\"\".#,ii#===~~~~\"\"##IICC=\"\"\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\".\"\"\ny= 88 ~\"\"\"##ii=~==~~~.\"\"#\"\"#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 (80,0)):\n       8         9         0         1         \n       0123456789012345678901234567890123456789\ny=  0  \"\"\"\".......\"\"....\"\"\".....,,...\"\"\"\"\".....\ny=  1  \"\"\"\".\"\"...\"\"\".\"\"#\"\"\"...\"\",,.\".\"\"\"\"\"..\"\".\ny=  2  \"\"\"..\"\"...\"\"\".\"\"#...\"\"\"\"\",..\"........\"\".\ny=  3  \"....\"\".\"\"\"\"\"...#\"\"\"\"\"\"\"\"+.\"\"\"\".....\"\"..\ny=  4  ...\"\"\".\"\"\"\"\".CCC#\"\"\"\"\"\"\"\"+.\"\"\"\"\"...\"\"\"..\ny=  5  ..\"\"\"\".\"\"\"\"\".CCC#.\"\"\"\"...+\"\"\"\"\"\"\"\".\"\"\"..\ny=  6  ..\"\"\"\".\"\"\"\"\".CCC#++......+\"\"\"\"\"\"\"\"\"\"\"\"..\ny=  7  .CCC\"\".\"\"\"\"\"\"\"..#.CCC....+\"\"\"\"\"\"\".\"\"\"...\ny=  8  .CCC...\"\"\"\"\"\"\"..##CCC....+\"\"......\"\"....\ny=  9  #CCC##############CCC#...+.....\"\"\"\"\"....\ny= 10  #RRR#RRR=#RRR#RRR#RRR#...+.....\"\"\"\"...\"\"\ny= 11  #RRR#RRR=#RRR#RRR#RRR#...+.....\"\"\".\"\"\"\"\"\ny= 12  #RRR#RRR=#RRR#RRR#RRR#...+.....\"\"\".\"\"\"\"\"\ny= 13  #########################+.....\"\".\"\"\"\"\"\"\ny= 14  #RRR#RRR=#,,,.,,,#RRR#,,.+.....\"\".\"\"\"\"\"\"\ny= 15  #RRR#RRR=#,,,.,,,#RRR#,,,+III..\"\"\"\"\"\"\"\".\ny= 16  #RRR#RRR=#,,,.,,,#RRR#,,,+III..\"\"\"\"\"\"...\ny= 17  #===#====#=======#===#====III..\"\"\"...\"\"\"\ny= 18  ###############################....\"\"\"\"\"\ny= 19  #III#III=#RRR#RRR#RRR#RRR=#RRRIII\".\"\"\"\"\"\ny= 20  #III#III=#RRR#RRR#RRR#RRR=#RRRIII.III\"\"\"\ny= 21  #III#III=#RRR#RRR#RRR#RRR=#RRRIII+III...\ny= 22  ##################################III\"\".\ny= 23  #kkkkkkk=#RRR#RRR#kkkkkkk=#RRR#...\"\".\"\".\ny= 24  #kkkkkkk=#RRR#RRR#kkkkkkk=#RRR#III\"\"....\n\nEVENTS SINCE LAST TURN: Population has reached 2,000.\nRESULTS OF YOUR LAST ACTIONS: OK tax rate set to 7% | OK funding set: road 20%, fire 0%, police 50% | OK zoom view at (80,0) next turn\nYOUR NOTES FROM LAST TURN: Jul 1977: set tax 7%, road funding 20%, police 50%, fire 0%. Preserve cash; next turn reassess demand/population and January fiscal effects. Need eventually repair isolated unpowered zones and add police near northern hotspot only if affordable.", "raw": "{\"thoughts\":\"Population recovery is the overriding objective; the existing zoned capacity is ample, so I will cut taxes sharply to restore demand while preserving the minimal police and road support that is keeping average crime below the target. I will inspect the northern unpowered cluster before risking construction funds on a connection.\",\"notes\":\"Oct 1977: tax cut to 0% to revive R/C/I demand. Keep road 20%, police 50%, fire 0% for now; crime is 55. Need inspect north-central unpowered zones around x35-64,y3-10 and connect them cheaply once exact open power-line route is visible.\",\"actions\":[{\"type\":\"tax\",\"rate\":0},{\"type\":\"funding\",\"road\":20,\"fire\":0,\"police\":50},{\"type\":\"zoom\",\"x\":30,\"y\":0}]}", "routed_model": "openai/gpt-5.6-terra", "usage": {"prompt_tokens": 4502, "completion_tokens": 1046, "total_tokens": 5548, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 4500, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.0261866, "upstream_inference_prompt_cost": 0.0123794, "upstream_inference_completions_cost": 0.0138072}, "completion_tokens_details": {"reasoning_tokens": 867, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.0261866, "latency_s": 15.88, "thoughts": "Population recovery is the overriding objective; the existing zoned capacity is ample, so I will cut taxes sharply to restore demand while preserving the minimal police and road support that is keeping average crime below the target. I will inspect the northern unpowered cluster before risking construction funds on a connection.", "notes": "Oct 1977: tax cut to 0% to revive R/C/I demand. Keep road 20%, police 50%, fire 0% for now; crime is 55. Need inspect north-central unpowered zones around x35-64,y3-10 and connect them cheaply once exact open power-line route is visible.", "actions": [{"type": "tax", "rate": 0}, {"type": "funding", "road": 20, "fire": 0, "police": 50}, {"type": "zoom", "x": 30, "y": 0}], "actions_dropped": 0, "results": ["OK tax rate set to 0%", "OK funding set: road 20%, fire 0%, police 50%", "OK zoom view at (30,0) next turn"], "state": {"population_now": 8920, "funds": 1405, "score": 367, "tax": 7}, "info": {"unpowered_zones": 24, "zones_r": 140, "zones_c": 70, "zones_i": 90, "free_sites": 10}, "wall_s": 471.8}
{"turn": 25, "date": "Jan 1978", "model": "openai/gpt-5.6-terra", "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: $618   tax rate 0%   funding: road 20%, fire 0%, police 50%\n  last January's budget: tax income $0, requested road $2,436, fire $200, police $600; cash flow $-3,236/yr\nPOPULATION: 7,920 now (official census 8,100, Town); residents 140, commerce 21, industry 11 (engine units)\nZONES: residential 141, commercial 70, industrial 90; unpowered zones: 24\nDEMAND (-100..+100, positive = the city wants more of it): residential -92, commercial -100, industrial -89\nCITY SCORE (re-evaluated each January, like the official census): 329 / 1000 (change -38 at the last evaluation); approval 32%; top problems (share of citizens): crime 9%, housing costs 9%, pollution 7%\nAVERAGES (0-255, lower is better except land value): crime 53, pollution 48, traffic 0, land value 64\nSERVICES: coal plants 2, nuclear 3, police 6, fire stations 2, stadiums 1, seaports 1, airports 1; road tiles 2322, rail tiles 579; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 53); population must be >= 25,000\n\nBUILDINGS (top-left; * = unpowered): coal power plant x2: (44,74) (113,32); nuclear power plant x3: (107,95) (111,95) (115,95); police station x6: (12,40) (18,52) (38,60) (48,76) (80,55) (94,63); fire station x2: (18,48) (64,48); stadium x1: (87,53); seaport x1: (103,42); airport x1: (69,11)*\nUNPOWERED ZONES (top-left): (8,3) (9,6) (13,86) (32,40) (35,7) (43,10) (47,10) (52,3) (52,6) (52,10) (56,4) (56,7) (59,3) (60,7) (60,10) (60,31) (62,3) (64,6) (64,10) (64,31) ...\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (56,44) (47,31) (35,40) (68,30) (43,19) (47,14) (22,31) (56,10) (36,10) (56,72)\nLARGE OPEN AREAS (top-left, size): (97,66) 23x23 (76,69) 20x20 (57,72) 17x17 (106,0) 14x14 (15,0) 9x9 (0,10) 9x9\nHOT SPOTS (value@tile range): crime: 179@(56-57,20-21) 178@(18-19,74-75) 178@(18-19,72-73); 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 .\"\"#\"\"\".\"\".\"\"\"#\"\"\"\"\".\"\"\"\"#\"\"...\"\"\"\"\"..\"\"\"\"\"\".\"\"\"#\".\",,\"\"\"\"\"\"\ny=  2 .\"\"#rr\"\"\"\"\"\"\"\"#\"\"\"\"\".\"\"\"RRrr.cccc\"\"\"..\"\"\"\"\"\"\"\"\"\"#\"\"\"+\"\"\"..\"\"\ny=  4 .\"\"#rr\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"\"RRrrrcccc\"\"\"\".\"\".\"\"\"\"\"CC#\"\"\"+\"\"\"\"\"\".\ny=  6 .\"\"#rr\"\".\"\".\"\"#RRrrRRRCCRRrriiiirccccc\"\"CC\"\"\"\"CC#CC.+\"\"\"\"\"\".\ny=  8 \"\"\".rr#########RRrrRRRCCRRrriiiirccccc##CC#######CC.+\".\"\"\"..\ny= 10 \"\"\".+...#RRRRRRCC#,RRiiii#ii,#iiiiAAAAIIRRRR#RRRRRR.+..\"\"\"\"\"\ny= 12 ..\".+...#RRRRRRCC##RRiiii#ii##iiiiAAAAIIRRRR#RRRRRR##..\"\"\"\"\"\ny= 14 \"\"\".++++#,#RRRRCCCCCCII#,#IIIIIIIIAAAAIIRRRR#,,,#RR,+II\"\"\"\"\"\ny= 16 \"\"\"\"....#=#RRRRCCCCCCII#=#IIIIIIIIAAAAIIRRRR#===#RR==II\"\"\"\"\"\ny= 18 \"\"\"\".RR.#RRRRRRRRRRRR##II#IIIIIIIIIIIIIIIIII#RRRRRRRRRRII\"\"\"\ny= 20 ..\"\".RR.#RRRRRRRRRRRR#,II#IIIIIIIIIIIIIIIIII#RRRRRRRRRRIIII\"\ny= 22 \"\"\"\"#RR##RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#####RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#kkk#RRRRkkk=RRII\"\"\"\ny= 26 \"RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRRRRRRRIIIIII\"\ny= 28 .RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRRRRRRRIIIIII~\ny= 30 .####RRRRRR,#RRCCCCCCCC,##CCCCrrrr,#RRRRRRRR#RRRR####II###\"~\ny= 32 \"\"\"\"#RRRRRR,#RRCCCCCCCC#,#CCCCrrrr#,RRRRRRRR#RRRR,#,=II#EEE~\ny= 34 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#EEE~\ny= 36 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#\"~~~\ny= 38 \"\"\".####################################################~~~~\ny= 40 \"\"\".=.PPRRRRRRR=rr,CCRRCC#CCRRRRRRRRRRRRRRrr##,+########~~~~\ny= 42 \"\"\"\"=.PPRRRRRRR#rr#CCRRCC#CCRRRRRRRRRRRRRRrr=k,kIIIOOOI#~~~~\ny= 44 \"\"\"\"=.#RRRRRRRRCCCCCCCCCC#CC,#kkk=RRRRRRRR~k=+,~IIIOOOI~~~~~\ny= 46 \"\"\"\"###RRRRRRRRCCCCCCCCCC#CC######RRRRRRRR~~++~~~~+~~~~~~~~~\ny= 48 .RRR#RRRRFFRRRRCCCCCCCCCC#CCCCRRFFRRRR#~#~~+++~~~~+~~~~~~~~~\ny= 50 #RRR#RRRRFFRRRRCCCCCCCCCC#CCCCRRFFRRRR~~#~~+\"+~~~~+~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~+~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~PPRSSS++~~+~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#+++++PPRSSS++~~+~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"\"+++++++~~+~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCPPCCCC#CCCC#~~+~~~~~\"\"\"~~~~~+~\"+\"\".\"\"~~~~\ny= 62 \"\".\"IIII#IIIIIICCCCPPCCCC#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##~~+~+=#II,\"\"\",\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..\"\"IIII#IIIIIICC~~~IIEE=CC+,\"\"\",\"\"\".\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"..\"\".\ny= 76 \"\"\"\"#############~~~IIEEPPI+\"\"\".\"\"\".\"......\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"\"\"IIII#IIIIII~~~~II###PPI\"\"\"\".\"\"\".\"\"\"..\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 80 \"\"\".IIII#IIIIII~~~~II#\"\"=#\"\".\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 82 \"\"\"\"IIII#IIII~~~~~\"##II+=CC..\"\"..\"\".\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"..\"\"\"\ny= 84 .\"\"\"IIII#IIII~~~~\"\"#III##CC\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\".\"\"\ny= 86 ~\"\".#,ii#===~~~~\"\"##IICC=\"\"\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\".\"\"\ny= 88 ~\"\"\"##ii=~==~~~.\"\"#\"\"#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 (30,0)):\n       3         4         5         6         \n       0123456789012345678901234567890123456789\ny=  0  .............\"\"......#.\"\"\"......\"\"\".....\ny=  1  \"\"\"\"\".\"\"\"....\"\"..\"\"..#.\"\"\"......\"\"\"..\"\"\"\ny=  2  \"\"\"\"\".\"\"\"....\"\".\"\"\"\".#\"\"........\"\"\"..\"\"\"\ny=  3  \"\"\"\"\".\"\"\"......\"\"\"RRR#RRR...\"CCCCCC..\"\".\ny=  4  ..\"\".\"\"\"\"......\"\".RRR#RRR.RRRCCCCCC\"\"..\"\ny=  5  ....\"\"\"\"\".\"\"\"\"\"...RRR#RRR.RRRCCCCCC\"\"..\"\ny=  6  RRR.\"\"\"\"\".\"\"RRRCCCRRR#RRR+RRR#####RRRCCC\ny=  7  RRR..RRR.RRRRRRCCCRRR#RRR.III#III#RRRCCC\ny=  8  RRR..RRR.RRRRRRCCCRRR#RRR.III#III#RRRCCC\ny=  9  #####RRR.RRR##############III#III#######\ny= 10  =CCC#,,,.RRR#III#III=#III#,,.#III#III=#k\ny= 11  =CCC#,,,.RRR#III#III=#III#,,.#III#III=#A\ny= 12  =CCC#,,..RRR#III#III=#III#,..#III#III=#A\ny= 13  #######################################A\ny= 14  =CCC#CCC#CCC#III#,,.=#III#III#III#III=#A\ny= 15  =CCC#CCC#CCC#III#,,.=#III#III#III#III=#A\ny= 16  =CCC#CCC#CCC#III#,..=#III#III#III#III=#A\ny= 17  ====#===#===#===#====#===#===#===#====#=\ny= 18  ########################################\ny= 19  =RRR#RRR#RRR#,,.#III=#III#III#III#III=#I\ny= 20  =RRR#RRR#RRR#,,.#III=#III#III#III#III=#I\ny= 21  =RRR#RRR#RRR#,..#III=#III#III#III#III=#I\ny= 22  ########################################\ny= 23  =RRR#RRR#RRR#III#III=#III#III#III#III=#I\ny= 24  =RRR#RRR#RRR#III#III=#III#III#III#III=#I\n\nEVENTS SINCE LAST TURN: none\nRESULTS OF YOUR LAST ACTIONS: OK tax rate set to 0% | OK funding set: road 20%, fire 0%, police 50% | OK zoom view at (30,0) next turn\nYOUR NOTES FROM LAST TURN: Oct 1977: tax cut to 0% to revive R/C/I demand. Keep road 20%, police 50%, fire 0% for now; crime is 55. Need inspect north-central unpowered zones around x35-64,y3-10 and connect them cheaply once exact open power-line route is visible.", "raw": "{\"thoughts\":\"The city needs stable tax revenue while keeping growth viable; 7% is below the level that significantly suppresses development. I will preserve police protection for crime control, suspend road spending to avoid the huge maintenance burden, and inspect the northern power gap closely before spending scarce funds.\",\"notes\":\"Jan 1978: tax raised to 7%; road and fire funding 0, police 100. Need identify cheap valid power-line path for north-central unpowered zones/airport; inspect zoom at 48,0. Avoid new zones until demand recovers and funds improve.\",\"actions\":[{\"type\":\"tax\",\"rate\":7},{\"type\":\"funding\",\"road\":0,\"fire\":0,\"police\":100},{\"type\":\"zoom\",\"x\":48,\"y\":0}]}", "routed_model": "openai/gpt-5.6-terra", "usage": {"prompt_tokens": 4510, "completion_tokens": 1199, "total_tokens": 5709, "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": 0.0282282, "upstream_inference_prompt_cost": 0.0124014, "upstream_inference_completions_cost": 0.0158268}, "completion_tokens_details": {"reasoning_tokens": 1033, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.0282282, "latency_s": 17.19, "thoughts": "The city needs stable tax revenue while keeping growth viable; 7% is below the level that significantly suppresses development. I will preserve police protection for crime control, suspend road spending to avoid the huge maintenance burden, and inspect the northern power gap closely before spending scarce funds.", "notes": "Jan 1978: tax raised to 7%; road and fire funding 0, police 100. Need identify cheap valid power-line path for north-central unpowered zones/airport; inspect zoom at 48,0. Avoid new zones until demand recovers and funds improve.", "actions": [{"type": "tax", "rate": 7}, {"type": "funding", "road": 0, "fire": 0, "police": 100}, {"type": "zoom", "x": 48, "y": 0}], "actions_dropped": 0, "results": ["OK tax rate set to 7%", "OK funding set: road 0%, fire 0%, police 100%", "OK zoom view at (48,0) next turn"], "state": {"population_now": 7920, "funds": 618, "score": 329, "tax": 0}, "info": {"unpowered_zones": 24, "zones_r": 141, "zones_c": 70, "zones_i": 90, "free_sites": 10}, "wall_s": 489.2}
{"turn": 26, "date": "Apr 1978", "model": "openai/gpt-5.6-terra", "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: $618   tax rate 7%   funding: road 0%, fire 0%, police 100%\n  last January's budget: tax income $0, requested road $2,436, fire $200, police $600; cash flow $-3,236/yr\nPOPULATION: 7,380 now (official census 8,100, Town); residents 129, commerce 19, industry 11 (engine units)\nZONES: residential 141, commercial 70, industrial 90; unpowered zones: 24\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): 329 / 1000 (change -38 at the last evaluation); approval 32%; top problems (share of citizens): crime 9%, housing costs 9%, pollution 7%\nAVERAGES (0-255, lower is better except land value): crime 53, pollution 51, traffic 0, land value 65\nSERVICES: coal plants 2, nuclear 3, police 6, fire stations 2, stadiums 1, seaports 1, airports 1; road tiles 2302, rail tiles 579; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 53); population must be >= 25,000\n\nBUILDINGS (top-left; * = unpowered): coal power plant x2: (44,74) (113,32); nuclear power plant x3: (107,95) (111,95) (115,95); police station x6: (12,40) (18,52) (38,60) (48,76) (80,55) (94,63); fire station x2: (18,48) (64,48); stadium x1: (87,53); seaport x1: (103,42); airport x1: (69,11)*\nUNPOWERED ZONES (top-left): (8,3) (9,6) (13,86) (32,40) (35,7) (43,10) (47,10) (52,3) (52,6) (52,10) (56,4) (56,7) (59,3) (60,7) (60,10) (60,31) (62,3) (64,6) (64,10) (64,31) ...\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (56,44) (47,31) (35,40) (68,30) (43,19) (47,14) (22,31) (56,10) (36,10) (56,72)\nLARGE OPEN AREAS (top-left, size): (97,66) 23x23 (76,69) 20x20 (57,72) 17x17 (106,0) 14x14 (15,0) 9x9 (0,10) 9x9\nHOT SPOTS (value@tile range): crime: 179@(56-57,20-21) 178@(18-19,74-75) 178@(18-19,72-73); 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 .\"\"#\"\"\".\"\".\"\"\"#\"\"\"\"\".\"\"\"\"#\"\"...\"\"\"\"\"..\"\"\"\"\"\".\"\"\"#\".\",,\"\"\"\"\"\"\ny=  2 .\"\"#rr\"\"\"\"\"\"\"\"#\"\"\"\"\".\"\"\"RRrr.cccc\"\"\"..\"\"\"\"\"\"\"\"\"\"#\"\"\"+\"\"\"..\"\"\ny=  4 .\"\"#rr\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"\"RRrrrcccc\"\"\"\".\"\".\"\"\"\"\"CC#\"\"\"+\"\"\"\"\"\".\ny=  6 .\"\"#rr\"\".\"\".\"\"#RRrrRRRCCRRrriiiirccccc\"\"CC\"\"\"\"CC#CC.+\"\"\"\"\"\".\ny=  8 \"\"\".rr#########RRrrRRRCCRRrriiiirccccc##CC#######CC.+\".\"\"\"..\ny= 10 \"\"\".+...#RRRRRRCC#,RRiiii#ii,#iiiiAAAAIIRRRR#RRRRRR.+..\"\"\"\"\"\ny= 12 ..\".+...#RRRRRRCC##RRiiii#ii##iiiiAAAAIIRRRR#RRRRRR##..\"\"\"\"\"\ny= 14 \"\"\".++++#,#RRRRCCCCCCII#,#IIIIIIIIAAAAIIRRRR#,,,#RR,+II\"\"\"\"\"\ny= 16 \"\"\"\"....#=#RRRRCCCCCCII#=#IIIIIIIIAAAAIIRRRR#===#RR==II\"\"\"\"\"\ny= 18 \"\"\"\".RR.#RRRRRRRRRRRR##II#IIIIIIIIIIIIIIIIII#RRRRRRRRRRII\"\"\"\ny= 20 ..\"\".RR.#RRRRRRRRRRRR#,II#IIIIIIIIIIIIIIIIII#RRRRRRRRRRIIII\"\ny= 22 \"\"\"\"#RR##RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#####RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#kkk#RRRRkkk=RRII\"\"\"\ny= 26 \"RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRRRRRRRIIIIII\"\ny= 28 .RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRRRRRRRIIIIII~\ny= 30 .####RRRRRR,#RRCCCCCCCC,##CCCCrrrr,#RRRRRRRR#RRRR####II###\"~\ny= 32 \"\"\"\"#RRRRRR,#RRCCCCCCCC#,#CCCCrrrr#,RRRRRRRR#RRRR,#,=II#EEE~\ny= 34 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#EEE~\ny= 36 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#\"~~~\ny= 38 \"\"\".####################################################~~~~\ny= 40 \"\"\".=.PPRRRRRRR=rr,CCRRCC#CCRRRRRRRRRRRRRRrr##,+########~~~~\ny= 42 \"\"\"\"=.PPRRRRRRR#rr#CCRRCC#CCRRRRRRRRRRRRRRrr=k,kIIIOOOI#~~~~\ny= 44 \"\"\"\"=.#RRRRRRRRCCCCCCCCCC#CC,#kkk=RRRRRRRR~k=+,~IIIOOOI~~~~~\ny= 46 \"\"\"\"###RRRRRRRRCCCCCCCCCC#CC######RRRRRRRR~~++~~~~+~~~~~~~~~\ny= 48 .RRR#RRRRFFRRRRCCCCCCCCCC#CCCCRRFFRRRR#~#~~+++~~~~+~~~~~~~~~\ny= 50 #RRR#RRRRFFRRRRCCCCCCCCCC#CCCCRRFFRRRR~~#~~+\"+~~~~+~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~+~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~PPRSSS++~~+~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#+++++PPRSSS++~~+~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"\"+++++++~~+~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCPPCCCC#CCCC#~~+~~~~~\"\"\"~~~~~+~\"+\"\".\"\"~~~~\ny= 62 \"\".\"IIII#IIIIIICCCCPPCCCC#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##~~+~+=#II,\"\"\",\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..\"\"IIII#IIIIIICC~~~IIEE=CC+,\"\"\",\"\"\".\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"..\"\".\ny= 76 \"\"\"\"#############~~~IIEEPPI+\"\"\".\"\"\".\"......\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"\"\"IIII#IIIIII~~~~II###PPI\"\"\"\".\"\"\".\"\"\"..\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 80 \"\"\".IIII#IIIIII~~~~II#\"\"=#\"\".\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 82 \"\"\"\"IIII#IIII~~~~~\"##II+=CC..\"\"..\"\".\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"..\"\"\"\ny= 84 .\"\"\"IIII#IIII~~~~\"\"#III##CC\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\".\"\"\ny= 86 ~\"\".#,ii#===~~~~\"\"##IICC=\"\"\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\".\"\"\ny= 88 ~\"\"\"##ii=~==~~~.\"\"#\"\"#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 (48,0)):\n         5         6         7         8       \n       8901234567890123456789012345678901234567\ny=  0  ...#.\"\"\"......\"\"\".............\"\"\"\"\"\"....\ny=  1  \"..#.\"\"\"......\"\"\"..\"\"\"\"......\"\"\"\"\"\"\".\"\".\ny=  2  \"\".#\"\"........\"\"\"..\"\"\"\"......\"\"\"\"\"\"..\"\".\ny=  3  RRR#RRR...\"CCCCCC..\"\".......\"\"\"\"\"....\"\".\ny=  4  RRR#RRR.RRRCCCCCC\"\"..\"\"\"\"\"..\"\"\"\"...\"\"\".\"\ny=  5  RRR#RRR.RRRCCCCCC\"\"..\"\"\"\"\"..\"\"\"\"..\"\"\"\".\"\ny=  6  RRR#RRR+RRR#####RRRCCCCCCCCC\"\"\"...\"\"\"\".\"\ny=  7  RRR#RRR.III#III#RRRCCCCCCCCC\"\"\"..CCC\"\".\"\ny=  8  RRR#RRR.III#III#RRRCCCCCCCCC\"\"\"..CCC...\"\ny=  9  ########III#III##################CCC####\ny= 10  II=#III#,,.#III#III=#kkkkkk=#III#RRR#RRR\ny= 11  II=#III#,,.#III#III=#AAAAAA=#III#RRR#RRR\ny= 12  II=#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  II=#III#III#III#III=#III#III#III#III#III\ny= 20  II=#III#III#III#III=#III#III#III#III#III\ny= 21  II=#III#III#III#III=#III#III#III#III#III\ny= 22  ########################################\ny= 23  II=#III#III#III#III=#III#III#III#kkkkkkk\ny= 24  II=#III#III#III#III=#III#III#III#kkkkkkk\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 100% | OK zoom view at (48,0) next turn\nYOUR NOTES FROM LAST TURN: Jan 1978: tax raised to 7%; road and fire funding 0, police 100. Need identify cheap valid power-line path for north-central unpowered zones/airport; inspect zoom at 48,0. Avoid new zones until demand recovers and funds improve.", "raw": "{\"thoughts\":\"The northern power trunk appears disconnected from the coal plant at (113,32), likely leaving the airport and many north-central zones unpowered. I will make the short connection, preserve full police funding to keep crime below the target, and wait for powered existing capacity to recover before spending on new zones.\",\"notes\":\"Apr 1978: connected north power trunk to coal plant with line across y=31 from x108 to x113. Keep tax 7%, police 100%, road/fire 0 while cash is scarce. Next check whether unpowered count and demand improve; do not add zones yet.\",\"actions\":[{\"type\":\"power_line\",\"x1\":108,\"y1\":31,\"x2\":113,\"y2\":31},{\"type\":\"tax\",\"rate\":7},{\"type\":\"funding\",\"road\":0,\"fire\":0,\"police\":100},{\"type\":\"zoom\",\"x\":96,\"y\":24}]}", "routed_model": "openai/gpt-5.6-terra", "usage": {"prompt_tokens": 4462, "completion_tokens": 947, "total_tokens": 5409, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 4460, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.0247698, "upstream_inference_prompt_cost": 0.0122694, "upstream_inference_completions_cost": 0.0125004}, "completion_tokens_details": {"reasoning_tokens": 749, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.0247698, "latency_s": 14.0, "thoughts": "The northern power trunk appears disconnected from the coal plant at (113,32), likely leaving the airport and many north-central zones unpowered. I will make the short connection, preserve full police funding to keep crime below the target, and wait for powered existing capacity to recover before spending on new zones.", "notes": "Apr 1978: connected north power trunk to coal plant with line across y=31 from x108 to x113. Keep tax 7%, police 100%, road/fire 0 while cash is scarce. Next check whether unpowered count and demand improve; do not add zones yet.", "actions": [{"type": "power_line", "x1": 108, "y1": 31, "x2": 113, "y2": 31}, {"type": "tax", "rate": 7}, {"type": "funding", "road": 0, "fire": 0, "police": 100}, {"type": "zoom", "x": 96, "y": 24}], "actions_dropped": 0, "results": ["OK power_line (108,31)->(113,31): 3/6 tiles ok, $15; 2 blocked by industrial e.g. (108, 31); 1 blocked by power line e.g. (113, 31)", "OK tax rate set to 7%", "OK funding set: road 0%, fire 0%, police 100%", "OK zoom view at (80,24) next turn"], "state": {"population_now": 7380, "funds": 618, "score": 329, "tax": 7}, "info": {"unpowered_zones": 24, "zones_r": 141, "zones_c": 70, "zones_i": 90, "free_sites": 10}, "wall_s": 503.4}
{"turn": 27, "date": "Jul 1978", "model": "openai/gpt-5.6-terra", "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: $603   tax rate 7%   funding: road 0%, fire 0%, police 100%\n  last January's budget: tax income $0, requested road $2,436, fire $200, police $600; cash flow $-3,236/yr\nPOPULATION: 6,040 now (official census 8,100, Town); residents 110, commerce 16, industry 8 (engine units)\nZONES: residential 141, commercial 70, industrial 90; unpowered zones: 24\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): 329 / 1000 (change -38 at the last evaluation); approval 32%; top problems (share of citizens): crime 9%, housing costs 9%, pollution 7%\nAVERAGES (0-255, lower is better except land value): crime 51, pollution 47, traffic 0, land value 66\nSERVICES: coal plants 2, nuclear 3, police 6, fire stations 2, stadiums 1, seaports 1, airports 1; road tiles 2302, rail tiles 579; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 51); 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 x6: (12,40) (18,52) (38,60) (48,76) (80,55) (94,63); fire station x2: (18,48) (64,48); stadium x1: (87,53); seaport x1: (103,42); airport x1: (69,11)*\nUNPOWERED ZONES (top-left): (8,3) (9,6) (13,86) (32,40) (35,7) (43,10) (47,10) (52,3) (52,6) (52,10) (56,4) (56,7) (59,3) (60,7) (60,10) (60,31) (62,3) (64,6) (64,10) (64,31) ...\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (56,44) (47,31) (35,40) (68,30) (43,19) (47,14) (22,31) (56,10) (36,10) (56,72)\nLARGE OPEN AREAS (top-left, size): (97,66) 23x23 (76,69) 20x20 (57,72) 17x17 (106,0) 14x14 (15,0) 9x9 (0,10) 9x9\nHOT SPOTS (value@tile range): crime: 179@(56-57,20-21) 178@(18-19,74-75) 178@(18-19,72-73); 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 .\"\"#\"\"\".\"\".\"\"\"#\"\"\"\"\".\"\"\"\"#\"\"...\"\"\"\"\"..\"\"\"\"\"\".\"\"\"#\".\",,\"\"\"\"\"\"\ny=  2 .\"\"#rr\"\"\"\"\"\"\"\"#\"\"\"\"\".\"\"\"RRrr.cccc\"\"\"..\"\"\"\"\"\"\"\"\"\"#\"\"\"+\"\"\"..\"\"\ny=  4 .\"\"#rr\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"\"RRrrrcccc\"\"\"\".\"\".\"\"\"\"\"CC#\"\"\"+\"\"\"\"\"\".\ny=  6 .\"\"#rr\"\".\"\".\"\"#RRrrRRRCCRRrriiiirccccc\"\"CC\"\"\"\"CC#CC.+\"\"\"\"\"\".\ny=  8 \"\"\".rr#########RRrrRRRCCRRrriiiirccccc##CC#######CC.+\".\"\"\"..\ny= 10 \"\"\".+...#RRRRRRCC#,RRiiii#ii,#iiiiAAAAIIRRRR#RRRRRR.+..\"\"\"\"\"\ny= 12 ..\".+...#RRRRRRCC##RRiiii#ii##iiiiAAAAIIRRRR#RRRRRR##..\"\"\"\"\"\ny= 14 \"\"\".++++#,#RRRRCCCCCCII#,#IIIIIIIIAAAAIIRRRR#,,,#RR,+II\"\"\"\"\"\ny= 16 \"\"\"\"....#=#RRRRCCCCCCII#=#IIIIIIIIAAAAIIRRRR#===#RR==II\"\"\"\"\"\ny= 18 \"\"\"\".RR.#RRRRRRRRRRRR##II#IIIIIIIIIIIIIIIIII#RRRRRRRRRRII\"\"\"\ny= 20 ..\"\".RR.#RRRRRRRRRRRR#,II#IIIIIIIIIIIIIIIIII#RRRRRRRRRRIIII\"\ny= 22 \"\"\"\"#RR##RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#####RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#kkk#RRRRkkk=RRII\"\"\"\ny= 26 \"RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRRRRRRRIIIIII\"\ny= 28 .RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRRRRRRRIIIIII~\ny= 30 .####RRRRRR,#RRCCCCCCCC,##CCCCrrrr,#RRRRRRRR#RRRR####II###\"~\ny= 32 \"\"\"\"#RRRRRR,#RRCCCCCCCC#,#CCCCrrrr#,RRRRRRRR#RRRR,#,=II#EEE~\ny= 34 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#EEE~\ny= 36 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#\"~~~\ny= 38 \"\"\".####################################################~~~~\ny= 40 \"\"\".=.PPRRRRRRR=rr,CCRRCC#CCRRRRRRRRRRRRRRrr##,+########~~~~\ny= 42 \"\"\"\"=.PPRRRRRRR#rr#CCRRCC#CCRRRRRRRRRRRRRRrr=k,kIIIOOOI#~~~~\ny= 44 \"\"\"\"=.#RRRRRRRRCCCCCCCCCC#CC,#kkk=RRRRRRRR~k=+,~IIIOOOI~~~~~\ny= 46 \"\"\"\"###RRRRRRRRCCCCCCCCCC#CC######RRRRRRRR~~++~~~~+~~~~~~~~~\ny= 48 .RRR#RRRRFFRRRRCCCCCCCCCC#CCCCRRFFRRRR#~#~~+++~~~~+~~~~~~~~~\ny= 50 #RRR#RRRRFFRRRRCCCCCCCCCC#CCCCRRFFRRRR~~#~~+\"+~~~~+~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~+~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~PPRSSS++~~+~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#+++++PPRSSS++~~+~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"\"+++++++~~+~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCPPCCCC#CCCC#~~+~~~~~\"\"\"~~~~~+~\"+\"\".\"\"~~~~\ny= 62 \"\".\"IIII#IIIIIICCCCPPCCCC#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##~~+~+=#II,\"\"\",\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..\"\"IIII#IIIIIICC~~~IIEE=CC+,\"\"\",\"\"\".\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"..\"\".\ny= 76 \"\"\"\"#############~~~IIEEPPI+\"\"\".\"\"\".\"......\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"\"\"IIII#IIIIII~~~~II###PPI\"\"\"\".\"\"\".\"\"\"..\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 80 \"\"\".IIII#IIIIII~~~~II#\"\"=#\"\".\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 82 \"\"\"\"IIII#IIII~~~~~\"##II+=CC..\"\"..\"\".\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"..\"\"\"\ny= 84 .\"\"\"IIII#IIII~~~~\"\"#III##CC\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\".\"\"\ny= 86 ~\"\".#,ii#===~~~~\"\"##IICC=\"\"\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\".\"\"\ny= 88 ~\"\"\"##ii=~==~~~.\"\"#\"\"#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 (80,24)):\n       8         9         0         1         \n       0123456789012345678901234567890123456789\ny= 24  #kkkkkkk=#RRR#RRR#kkkkkkk=#RRR#III\"\"....\ny= 25  #kkkkkkk=#RRR#RRR#kkkkkkk=#RRR#III..\"\"\"\"\ny= 26  ###############################III..\"\"\"\"\ny= 27  #RRR#RRR=#RRR#RRR#RRR#RRR=#III#IIIIII\"\"\"\ny= 28  #RRR#RRR=#RRR#RRR#RRR#RRR=#III#IIIIII\"\"\"\ny= 29  #RRR#RRR=#RRR#RRR#RRR#RRR=#III#IIIIII\"\"~\ny= 30  ####################################\"\"\"~\ny= 31  #RRR#RRR=#RRR#RRR#,,.#,,.=#III#+++..\"\"~~\ny= 32  #RRR#RRR=#RRR#RRR#,,.#,,.=#III#..EEEE~~~\ny= 33  #RRR#RRR=#RRR#RRR#,..#,..=#III#++EEEE~~~\ny= 34  ###############################..EEEE~~~\ny= 35  #RRR#RRR=#RRR#RRR#RRR#RRR=#RRR#++EEEE~~~\ny= 36  #RRR#RRR=#RRR#RRR#RRR#RRR=#RRR#\"\"\".~~~~~\ny= 37  #RRR#RRR=#RRR#RRR#RRR#RRR=#RRR#\"\"\"~~~~~~\ny= 38  #===#====#===#===#===#====#===#\"\"~~~~~~~\ny= 39  ###############################.~~~~~~~~\ny= 40  #RRR#RRR=#+,,.+++#+++#+kk+#kkk#~~~~~~~~~\ny= 41  #RRR#RRR###,,....##############~~~~~~~~~\ny= 42  #RRRkRRR=,k,....IIIIII#OOOOIII#~~~~~~~~~\ny= 43  ####...#,,,k,,k.IIIIII#OOOOIII#~~~~~~~~~\ny= 44  #RRR...k=,+.,...IIIIII#OOOOIII~~~~~~~~~~\ny= 45  #RRR~~~~~++~~~~~~~~~~+~OOOO~~~~~~~~~~~~~\ny= 46  #RRR~~~~~++~~~~~~~~~~+~~~~~~~~~~~~~~~~~~\ny= 47  #~~~~~~~~++~~~~~~~~~~+~~~~~~~~~~~~~~~~~~\ny= 48  #~~~~~~~~++~~~~~~~~~~+~~~~~~~~~~~~~~~~~~\n\nEVENTS SINCE LAST TURN: none\nRESULTS OF YOUR LAST ACTIONS: OK power_line (108,31)->(113,31): 3/6 tiles ok, $15; 2 blocked by industrial e.g. (108, 31); 1 blocked by power line e.g. (113, 31) | OK tax rate set to 7% | OK funding set: road 0%, fire 0%, police 100% | OK zoom view at (80,24) next turn\nYOUR NOTES FROM LAST TURN: Apr 1978: connected north power trunk to coal plant with line across y=31 from x108 to x113. Keep tax 7%, police 100%, road/fire 0 while cash is scarce. Next check whether unpowered count and demand improve; do not add zones yet.", "raw": "{\"thoughts\":\"The city already meets the crime threshold, but population recovery is the urgent problem. I will use the remaining cash only on inexpensive power links to reactivate isolated northern zones and preserve full police coverage.\",\"notes\":\"Jul 1978: attempted low-cost north power reconnections. Keep police at 100% and tax 7%; avoid new zones/services until cash and demand recover. Next check unpowered-zone count, demand, and whether the northern airport/zones gained power.\",\"actions\":[{\"type\":\"power_line\",\"x1\":8,\"y1\":6,\"x2\":8,\"y2\":10},{\"type\":\"power_line\",\"x1\":64,\"y1\":10,\"x2\":64,\"y2\":18},{\"type\":\"power_line\",\"x1\":64,\"y1\":18,\"x2\":64,\"y2\":31},{\"type\":\"power_line\",\"x1\":34,\"y1\":7,\"x2\":34,\"y2\":10},{\"type\":\"tax\",\"rate\":7},{\"type\":\"funding\",\"road\":0,\"fire\":0,\"police\":100},{\"type\":\"zoom\",\"x\":28,\"y\":0}]}", "routed_model": "openai/gpt-5.6-terra", "usage": {"prompt_tokens": 4531, "completion_tokens": 2282, "total_tokens": 6813, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 4529, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.04258155, "upstream_inference_prompt_cost": 0.01245915, "upstream_inference_completions_cost": 0.0301224}, "completion_tokens_details": {"reasoning_tokens": 2036, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.04258155, "latency_s": 31.71, "thoughts": "The city already meets the crime threshold, but population recovery is the urgent problem. I will use the remaining cash only on inexpensive power links to reactivate isolated northern zones and preserve full police coverage.", "notes": "Jul 1978: attempted low-cost north power reconnections. Keep police at 100% and tax 7%; avoid new zones/services until cash and demand recover. Next check unpowered-zone count, demand, and whether the northern airport/zones gained power.", "actions": [{"type": "power_line", "x1": 8, "y1": 6, "x2": 8, "y2": 10}, {"type": "power_line", "x1": 64, "y1": 10, "x2": 64, "y2": 18}, {"type": "power_line", "x1": 64, "y1": 18, "x2": 64, "y2": 31}, {"type": "power_line", "x1": 34, "y1": 7, "x2": 34, "y2": 10}, {"type": "tax", "rate": 7}, {"type": "funding", "road": 0, "fire": 0, "police": 100}, {"type": "zoom", "x": 28, "y": 0}], "actions_dropped": 0, "results": ["OK power_line (8,6)->(8,10): 3/5 tiles ok, $15; 2 blocked by road e.g. (8, 6)", "OK power_line (64,10)->(64,18): 3/9 tiles ok, $15; 6 blocked by industrial e.g. (64, 10)", "OK power_line (64,18)->(64,31): 3/14 tiles ok, $15; 1 blocked by road e.g. (64, 18); 9 blocked by industrial e.g. (64, 19); 1 blocked by residential e.g. (64, 31)", "OK power_line (34,7)->(34,10): 3/4 tiles ok, $15; 1 blocked by road e.g. (34, 9)", "OK tax rate set to 7%", "OK funding set: road 0%, fire 0%, police 100%", "OK zoom view at (28,0) next turn"], "state": {"population_now": 6040, "funds": 603, "score": 329, "tax": 7}, "info": {"unpowered_zones": 24, "zones_r": 141, "zones_c": 70, "zones_i": 90, "free_sites": 10}, "wall_s": 535.3}
{"turn": 28, "date": "Oct 1978", "model": "openai/gpt-5.6-terra", "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: $543   tax rate 7%   funding: road 0%, fire 0%, police 100%\n  last January's budget: tax income $0, requested road $2,436, fire $200, police $600; cash flow $-3,236/yr\nPOPULATION: 5,440 now (official census 8,100, Town); residents 96, commerce 15, industry 7 (engine units)\nZONES: residential 141, commercial 70, industrial 90; 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): 329 / 1000 (change -38 at the last evaluation); approval 32%; top problems (share of citizens): crime 9%, housing costs 9%, pollution 7%\nAVERAGES (0-255, lower is better except land value): crime 49, pollution 48, traffic 0, land value 66\nSERVICES: coal plants 2, nuclear 3, police 6, fire stations 2, stadiums 1, seaports 1, airports 1; road tiles 2302, rail tiles 578; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 49); 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 x6: (12,40) (18,52) (38,60) (48,76) (80,55) (94,63); fire station x2: (18,48) (64,48); stadium x1: (87,53); seaport x1: (103,42); airport x1: (69,11)\nUNPOWERED ZONES (top-left): (8,3) (9,6) (13,86) (32,40) (35,7) (85,40)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (56,44) (47,31) (35,40) (68,30) (43,19) (47,14) (22,31) (56,10) (36,10) (56,72)\nLARGE OPEN AREAS (top-left, size): (97,66) 23x23 (68,69) 20x20 (106,0) 14x14 (55,77) 12x12 (17,0) 9x9 (0,11) 9x9\nHOT SPOTS (value@tile range): crime: 178@(18-19,74-75) 176@(18-19,72-73) 174@(20-21,74-75); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15)\n\nMAP (1 char = 2x2 tiles; the char at column c, row r covers x=2c..2c+1, y=2r..2r+1).\nLegend: . empty land  \" trees  ~ water  , rubble  * fire  w flood  ! radiation  # road  = rail  + power line  R/C/I zones (lowercase = unpowered)  E coal plant  N nuclear  P police  F fire station  S stadium  O seaport  A airport  H hospital/church  k park\n      0    10   20   30   40   50   60   70   80   90   100  110     <- x\ny=  0 .\"\"#\"\"\".\"\".\"\"\"#\"\"\"\"\".\"\"\"\"#\"\"...\"\"\"\"\"..\"\"\"\"\"\".\"\"\"#\".\",,\"\"\"\"\"\"\ny=  2 .\"\"#rr\"\"\"\"\"\"\"\"#\"\"\"\"\".\"\"\"RRRR.CCCC\"\"\"..\"\"\"\"\"\"\"\"\"\"#\"\"\"+\"\"\"..\"\"\ny=  4 .\"\"#rr\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"\"RRRRRCCCC\"\"\"\".\"\".\"\"\"\"\"CC#\"\"\"+\"\"\"\"\"\".\ny=  6 .\"\"#rr\"\".\"\".\"\"#RRrrRRRCCRRRRIIIIRCCCCC\"\"CC\"\"\"\"CC#CC.+\"\"\"\"\"\".\ny=  8 \"\"\".rr#########RRrrRRRCCRRRRIIIIRCCCCC##CC#######CC.+\".\"\"\"..\ny= 10 \"\"\".+...#RRRRRRCC#,RRIIII#II,#IIIIAAAAIIRRRR#RRRRRR.+..\"\"\"\"\"\ny= 12 ..\".+...#RRRRRRCC##RRIIII#II##IIIIAAAAIIRRRR#RRRRRR##..\"\"\"\"\"\ny= 14 \"\"\".++++#,#RRRRCCCCCCII#,#IIIIIIIIAAAAIIRRRR#,,,#RR,+II\"\"\"\"\"\ny= 16 \"\"\"\"....#=#RRRRCCCCCCII#=#IIIIIIIIAAAAIIRRRR#===#RR==II\"\"\"\"\"\ny= 18 \"\"\"\".RR.#RRRRRRRRRRRR##II#IIIIIIIIIIIIIIIIII#RRRRRRRRRRII\"\"\"\ny= 20 ..\"\".RR.#RRRRRRRRRRRR#,II#IIIIIIIIIIIIIIIIII#RRRRRRRRRRIIII\"\ny= 22 \"\"\"\"#RR##RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#####RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#kkk#RRRRkkk=RRII\"\"\"\ny= 26 \"RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRRRRRRRIIIIII\"\ny= 28 .RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRRRRRRRIIIIII~\ny= 30 .####RRRRRR,#RRCCCCCCCC,##CCCCRRRR,#RRRRRRRR#RRRR####II###\"~\ny= 32 \"\"\"\"#RRRRRR,#RRCCCCCCCC#,#CCCCRRRR#,RRRRRRRR#RRRR,#,=II#EEE~\ny= 34 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#EEE~\ny= 36 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#\"~~~\ny= 38 \"\"\".####################################################~~~~\ny= 40 \"\"\".=.PPRRRRRRR=rr,CCRRCC#CCRRRRRRRRRRRRRRrr##,+########~~~~\ny= 42 \"\"\"\"=.PPRRRRRRR#rr#CCRRCC#CCRRRRRRRRRRRRRRrr=k,kIIIOOOI#~~~~\ny= 44 \"\"\"\"=.#RRRRRRRRCCCCCCCCCC#CC,#kkk=RRRRRRRR~k=+,~IIIOOOI~~~~~\ny= 46 \"\"\"\"###RRRRRRRRCCCCCCCCCC#CC######RRRRRRRR~~++~~~~+~~~~~~~~~\ny= 48 .RRR#RRRRFFRRRRCCCCCCCCCC#CCCCRRFFRRRR#~#~~+++~~~~+~~~~~~~~~\ny= 50 #RRR#RRRRFFRRRRCCCCCCCCCC#CCCCRRFFRRRR~~#~~+\"+~~~~+~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~+~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~PPRSSS++~~+~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#+++++PPRSSS++~~+~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"\"+++++++~~+~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCPPCCCC#CCCC#~~+~~~~~\"\"\"~~~~~+~\"+\"\".\"\"~~~~\ny= 62 \"\".\"IIII#IIIIIICCCCPPCCCC#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##~~+~+=#II,\"\"\",\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..\"\"IIII#IIIIIICC~~~IIEE=CC+,\"\"\",\"\"\".\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"..\"\".\ny= 76 \"\"\"\"#############~~~IIEEPPI+\"\"\".\"\"\".\"......\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"\"\"IIII#IIIIII~~~~II###PPI\"\"\"\".\"\"\".\"\"\"..\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 80 \"\"\".IIII#IIIIII~~~~II#\"\"=#\"\".\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 82 \"\"\"\"IIII#IIII~~~~~\"##II+=CC..\"\"..\"\".\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"..\"\"\"\ny= 84 .\"\"\"IIII#IIII~~~~\"\"#III##CC\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\".\"\"\ny= 86 ~\"\".#,ii#===~~~~\"\"##IICC=\"\"\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\".\"\"\ny= 88 ~\"\"\"##ii=~==~~~.\"\"#\"\"#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 (28,0)):\n         3         4         5         6       \n       8901234567890123456789012345678901234567\ny=  0  #..............\"\"......#.\"\"\"......\"\"\"...\ny=  1  #.\"\"\"\"\".\"\"\"....\"\"..\"\"..#.\"\"\"......\"\"\"..\"\ny=  2  #.\"\"\"\"\".\"\"\"....\"\".\"\"\"\".#\"\"........\"\"\"..\"\ny=  3  #.\"\"\"\"\".\"\"\"......\"\"\"RRR#RRR...\"CCCCCC..\"\ny=  4  #...\"\".\"\"\"\"......\"\".RRR#RRR.RRRCCCCCC\"\".\ny=  5  ##....\"\"\"\"\".\"\"\"\"\"...RRR#RRR.RRRCCCCCC\"\".\ny=  6  .#RRR.\"\"\"\"\".\"\"RRRCCCRRR#RRR+RRR#####RRRC\ny=  7  .#RRR.+RRR.RRRRRRCCCRRR#RRR.III#III#RRRC\ny=  8  .#RRR.+RRR.RRRRRRCCCRRR#RRR.III#III#RRRC\ny=  9  #######RRR.RRR##############III#III#####\ny= 10  R#=CCC#,,,.RRR#III#III=#III#,,.#III#III=\ny= 11  R#=CCC#,,,.RRR#III#III=#III#,,.#III#III=\ny= 12  R#=CCC#,,..RRR#III#III=#III#,..#III#III=\ny= 13  ########################################\ny= 14  R#=CCC#CCC#CCC#III#,,.=#III#III#III#III=\ny= 15  R#=CCC#CCC#CCC#III#,,.=#III#III#III#III=\ny= 16  R#=CCC#CCC#CCC#III#,..=#III#III#III#III=\ny= 17  =#====#===#===#===#====#===#===#===#====\ny= 18  ########################################\ny= 19  R#=RRR#RRR#RRR#,,.#III=#III#III#III#III=\ny= 20  R#=RRR#RRR#RRR#,,.#III=#III#III#III#III=\ny= 21  R#=RRR#RRR#RRR#,..#III=#III#III#III#III=\ny= 22  ########################################\ny= 23  R#=RRR#RRR#RRR#III#III=#III#III#III#III=\ny= 24  R#=RRR#RRR#RRR#III#III=#III#III#III#III=\n\nEVENTS SINCE LAST TURN: none\nRESULTS OF YOUR LAST ACTIONS: OK power_line (8,6)->(8,10): 3/5 tiles ok, $15; 2 blocked by road e.g. (8, 6) | OK power_line (64,10)->(64,18): 3/9 tiles ok, $15; 6 blocked by industrial e.g. (64, 10) | OK power_line (64,18)->(64,31): 3/14 tiles ok, $15; 1 blocked by road e.g. (64, 18); 9 blocked by industrial e.g. (64, 19); 1 blocked by residential e.g. (64, 31) | OK power_line (34,7)->(34,10): 3/4 tiles ok, $15; 1 blocked by road e.g. (34, 9) | OK tax rate set to 7% | OK funding set: road 0%, fire 0%, police 100% | OK zoom view at (28,0) next turn\nYOUR NOTES FROM LAST TURN: Jul 1978: attempted low-cost north power reconnections. Keep police at 100% and tax 7%; avoid new zones/services until cash and demand recover. Next check unpowered-zone count, demand, and whether the northern airport/zones gained power.", "raw": "{\"thoughts\":\"Crime is currently below the scenario threshold, but the city\u2019s immediate existential issue is employment and population collapse; the enormous existing zoned capacity means we should not add more zones. I will preserve the police network and use the remaining cash for targeted crime coverage at the severe southwest hotspot, while lowering taxes to maximize any chance of demand recovery.\",\"notes\":\"Oct 1978: built a police station intended near the crime hotspot around (18,74); tax reduced to 0, police maintained at 100%. Do not add zones unless demand turns positive; inspect January budget, population, demand, crime, and road decay next turn.\",\"actions\":[{\"type\":\"build\",\"what\":\"police\",\"x\":18,\"y\":72},{\"type\":\"tax\",\"rate\":0},{\"type\":\"funding\",\"road\":0,\"fire\":0,\"police\":100},{\"type\":\"zoom\",\"x\":0,\"y\":60}]}", "routed_model": "openai/gpt-5.6-terra", "usage": {"prompt_tokens": 4608, "completion_tokens": 711, "total_tokens": 5319, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 4606, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.0220561, "upstream_inference_prompt_cost": 0.0126709, "upstream_inference_completions_cost": 0.0093852}, "completion_tokens_details": {"reasoning_tokens": 516, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.0220561, "latency_s": 10.47, "thoughts": "Crime is currently below the scenario threshold, but the city\u2019s immediate existential issue is employment and population collapse; the enormous existing zoned capacity means we should not add more zones. I will preserve the police network and use the remaining cash for targeted crime coverage at the severe southwest hotspot, while lowering taxes to maximize any chance of demand recovery.", "notes": "Oct 1978: built a police station intended near the crime hotspot around (18,74); tax reduced to 0, police maintained at 100%. Do not add zones unless demand turns positive; inspect January budget, population, demand, crime, and road decay next turn.", "actions": [{"type": "build", "what": "police", "x": 18, "y": 72}, {"type": "tax", "rate": 0}, {"type": "funding", "road": 0, "fire": 0, "police": 100}, {"type": "zoom", "x": 0, "y": 60}], "actions_dropped": 0, "results": ["REJECTED police at (18,72): blocked by road, industrial (e.g. (18,72)); bulldoze first or pick another site", "OK tax rate set to 0%", "OK funding set: road 0%, fire 0%, police 100%", "OK zoom view at (0,60) next turn"], "state": {"population_now": 5440, "funds": 543, "score": 329, "tax": 7}, "info": {"unpowered_zones": 6, "zones_r": 141, "zones_c": 70, "zones_i": 90, "free_sites": 10}, "wall_s": 545.9}
{"turn": 29, "date": "Jan 1979", "model": "openai/gpt-5.6-terra", "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: $0   tax rate 0%   funding: road 0%, fire 0%, police 90%\n  last January's budget: tax income $0, requested road $2,420, fire $200, police $600; cash flow $-3,220/yr\nPOPULATION: 4,860 now (official census 4,880, Town); residents 91, commerce 12, industry 7 (engine units)\nZONES: residential 141, commercial 70, industrial 90; unpowered zones: 6\nDEMAND (-100..+100, positive = the city wants more of it): residential -91, commercial -100, industrial -88\nCITY SCORE (re-evaluated each January, like the official census): 324 / 1000 (change -5 at the last evaluation); approval 32%; top problems (share of citizens): crime 10%, housing costs 10%, pollution 8%\nAVERAGES (0-255, lower is better except land value): crime 49, pollution 48, traffic 0, land value 66\nSERVICES: coal plants 2, nuclear 3, police 6, fire stations 2, stadiums 1, seaports 1, airports 1; road tiles 2292, rail tiles 578; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 49); 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 x6: (12,40) (18,52) (38,60) (48,76) (80,55) (94,63); fire station x2: (18,48) (64,48); stadium x1: (87,53); seaport x1: (103,42); airport x1: (69,11)\nUNPOWERED ZONES (top-left): (8,3) (9,6) (13,86) (32,40) (35,7) (85,40)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (56,44) (47,31) (35,40) (68,30) (43,19) (47,14) (22,31) (56,10) (36,10) (56,72)\nLARGE OPEN AREAS (top-left, size): (97,66) 23x23 (68,69) 20x20 (106,0) 14x14 (55,77) 12x12 (17,0) 9x9 (0,11) 9x9\nHOT SPOTS (value@tile range): crime: 178@(18-19,74-75) 176@(18-19,72-73) 174@(20-21,74-75); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15)\n\nMAP (1 char = 2x2 tiles; the char at column c, row r covers x=2c..2c+1, y=2r..2r+1).\nLegend: . empty land  \" trees  ~ water  , rubble  * fire  w flood  ! radiation  # road  = rail  + power line  R/C/I zones (lowercase = unpowered)  E coal plant  N nuclear  P police  F fire station  S stadium  O seaport  A airport  H hospital/church  k park\n      0    10   20   30   40   50   60   70   80   90   100  110     <- x\ny=  0 .\"\"#\"\"\".\"\".\"\"\"#\"\"\"\"\".\"\"\"\"#\"\"...\"\"\"\"\"..\"\"\"\"\"\".\"\"\"#\".\",,\"\"\"\"\"\"\ny=  2 .\"\"#rr\"\"\"\"\"\"\"\"#\"\"\"\"\".\"\"\"RRRR.CCCC\"\"\"..\"\"\"\"\"\"\"\"\"\"#\"\"\"+\"\"\"..\"\"\ny=  4 .\"\"#rr\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"\"RRRRRCCCC\"\"\"\".\"\".\"\"\"\"\"CC#\"\"\"+\"\"\"\"\"\".\ny=  6 .\"\"#rr\"\".\"\".\"\"#RRrrRRRCCRRRRIIIIRCCCCC\"\"CC\"\"\"\"CC#CC.+\"\"\"\"\"\".\ny=  8 \"\"\".rr#########RRrrRRRCCRRRRIIIIRCCCCC##CC#######CC.+\".\"\"\"..\ny= 10 \"\"\".+...#RRRRRRCC#,RRIIII#II,#IIIIAAAAIIRRRR#RRRRRR.+..\"\"\"\"\"\ny= 12 ..\".+...#RRRRRRCC##RRIIII#II##IIIIAAAAIIRRRR#RRRRRR##..\"\"\"\"\"\ny= 14 \"\"\".++++#,#RRRRCCCCCCII#,#IIIIIIIIAAAAIIRRRR#,,,#RR,+II\"\"\"\"\"\ny= 16 \"\"\"\"....#=#RRRRCCCCCCII#=#IIIIIIIIAAAAIIRRRR#===#RR==II\"\"\"\"\"\ny= 18 \"\"\"\".RR.#RRRRRRRRRRRR##II#IIIIIIIIIIIIIIIIII#RRRRRRRRRRII\"\"\"\ny= 20 ..\"\".RR.#RRRRRRRRRRRR#,II#IIIIIIIIIIIIIIIIII#RRRRRRRRRRIIII\"\ny= 22 \"\"\"\"#RR##RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#####RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#kkk#RRRRkkk=RRII\"\"\"\ny= 26 \"RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRRRRRRRIIIIII\"\ny= 28 .RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRRRRRRRIIIIII~\ny= 30 .####RRRRRR,#RRCCCCCCCC,##CCCCRRRR,#RRRRRRRR#RRRR####II###\"~\ny= 32 \"\"\"\"#RRRRRR,#RRCCCCCCCC#,#CCCCRRRR#,RRRRRRRR#RRRR,#,=II#EEE~\ny= 34 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#EEE~\ny= 36 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#\"~~~\ny= 38 \"\"\".####################################################~~~~\ny= 40 \"\"\".=.PPRRRRRRR=rr,CCRRCC#CCRRRRRRRRRRRRRRrr##,+########~~~~\ny= 42 \"\"\"\"=.PPRRRRRRR#rr#CCRRCC#CCRRRRRRRRRRRRRRrr=k,kIIIOOOI#~~~~\ny= 44 \"\"\"\"=.#RRRRRRRRCCCCCCCCCC#CC,#kkk=RRRRRRRR~k=+,~IIIOOOI~~~~~\ny= 46 \"\"\"\"###RRRRRRRRCCCCCCCCCC#CC######RRRRRRRR~~++~~~~+~~~~~~~~~\ny= 48 .RRR#RRRRFFRRRRCCCCCCCCCC#CCCCRRFFRRRR#~#~~+++~~~~+~~~~~~~~~\ny= 50 #RRR#RRRRFFRRRRCCCCCCCCCC#CCCCRRFFRRRR~~#~~+\"+~~~~+~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~+~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~PPRSSS++~~+~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#+++++PPRSSS++~~+~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"\"+++++++~~+~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCPPCCCC#CCCC#~~+~~~~~\"\"\"~~~~~+~\"+\"\".\"\"~~~~\ny= 62 \"\".\"IIII#IIIIIICCCCPPCCCC#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##~~+~+=#II,\"\"\",\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..\"\"IIII#IIIIIICC~~~IIEE=CC+,\"\"\",\"\"\".\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"..\"\".\ny= 76 \"\"\"\"#############~~~IIEEPPI+\"\"\".\"\"\".\"......\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"\"\"IIII#IIIIII~~~~II###PPI\"\"\"\".\"\"\".\"\"\"..\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 80 \"\"\".IIII#IIIIII~~~~II#\"\"=#\"\".\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 82 \"\"\"\"IIII#IIII~~~~~\"##II+=CC..\"\"..\"\".\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"..\"\"\"\ny= 84 .\"\"\"IIII#IIII~~~~\"\"#III##CC\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\".\"\"\ny= 86 ~\"\".#,ii#===~~~~\"\"##IICC=\"\"\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\".\"\"\ny= 88 ~\"\"\"##ii=~==~~~.\"\"#\"\"#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 (0,60)):\n       0         1         2         3         \n       0123456789012345678901234567890123456789\ny= 60  \"\"\"...\"\"#===#===#===...==#===#===#===#PP\ny= 61  ......\"\"#III#III#=III.III#III#CCC#CCC#PP\ny= 62  .\"\"...\"\"#III#III#=III.III#III#CCC#CCC#PP\ny= 63  .\"\"...\"\"#III#III#=III#III#III#CCC#CCC#,,\ny= 64  .\"\".....################################\ny= 65  ........#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  \"\"..\"\"..#####################~~~~~~~..\".\ny= 82  \"\"\".....#III#III#=III#III#..~~~~~~~\"\"..#\ny= 83  \"\"\"\"\"\"\"\"#III#III#=III#III#.~~~~~~~\"\"\"..#\ny= 84  ...\"\"\"\"\"#III#III#=III#III#~~~~~~~\"\"\"\"..#\n\nEVENTS SINCE LAST TURN: none\nRESULTS OF YOUR LAST ACTIONS: REJECTED police at (18,72): blocked by road, industrial (e.g. (18,72)); bulldoze first or pick another site | OK tax rate set to 0% | OK funding set: road 0%, fire 0%, police 100% | OK zoom view at (0,60) next turn\nYOUR NOTES FROM LAST TURN: Oct 1978: built a police station intended near the crime hotspot around (18,74); tax reduced to 0, police maintained at 100%. Do not add zones unless demand turns positive; inspect January budget, population, demand, crime, and road decay next turn.", "raw": "{\"thoughts\":\"The city cannot rebuild with a 0% tax base, but taxes above roughly 9% would further suppress already catastrophic demand. Set a growth-compatible 7% rate now to establish January revenue, keep police fully funded to protect the crime target, and accept temporary road/fire austerity until cash returns.\",\"notes\":\"Jan 1979: funds $0, pop 4,860, all R/C/I demand severely negative. Tax restored to 7%; police 100%, roads/fire 0%. Need inspect next quarterly results, especially whether tax revenue appears, demand reverses, road decay, and possible affordable police placement near hotspot once funds permit.\",\"actions\":[{\"type\":\"tax\",\"rate\":7},{\"type\":\"funding\",\"road\":0,\"fire\":0,\"police\":100},{\"type\":\"zoom\",\"x\":0,\"y\":68}]}", "routed_model": "openai/gpt-5.6-terra", "usage": {"prompt_tokens": 4439, "completion_tokens": 829, "total_tokens": 5268, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 4437, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.02314895, "upstream_inference_prompt_cost": 0.01220615, "upstream_inference_completions_cost": 0.0109428}, "completion_tokens_details": {"reasoning_tokens": 646, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.02314895, "latency_s": 12.99, "thoughts": "The city cannot rebuild with a 0% tax base, but taxes above roughly 9% would further suppress already catastrophic demand. Set a growth-compatible 7% rate now to establish January revenue, keep police fully funded to protect the crime target, and accept temporary road/fire austerity until cash returns.", "notes": "Jan 1979: funds $0, pop 4,860, all R/C/I demand severely negative. Tax restored to 7%; police 100%, roads/fire 0%. Need inspect next quarterly results, especially whether tax revenue appears, demand reverses, road decay, and possible affordable police placement near hotspot once funds permit.", "actions": [{"type": "tax", "rate": 7}, {"type": "funding", "road": 0, "fire": 0, "police": 100}, {"type": "zoom", "x": 0, "y": 68}], "actions_dropped": 0, "results": ["OK tax rate set to 7%", "OK funding set: road 0%, fire 0%, police 100%", "OK zoom view at (0,68) next turn"], "state": {"population_now": 4860, "funds": 0, "score": 324, "tax": 0}, "info": {"unpowered_zones": 6, "zones_r": 141, "zones_c": 70, "zones_i": 90, "free_sites": 10}, "wall_s": 559.0}
{"turn": 30, "date": "Apr 1979", "model": "openai/gpt-5.6-terra", "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: $0   tax rate 7%   funding: road 0%, fire 0%, police 100%\n  last January's budget: tax income $0, requested road $2,420, fire $200, police $600; cash flow $-3,220/yr\nPOPULATION: 4,600 now (official census 4,880, Town); residents 86, commerce 12, industry 6 (engine units)\nZONES: residential 141, commercial 70, industrial 90; 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): 324 / 1000 (change -5 at the last evaluation); approval 32%; top problems (share of citizens): crime 10%, housing costs 10%, pollution 8%\nAVERAGES (0-255, lower is better except land value): crime 49, pollution 45, traffic 0, land value 66\nSERVICES: coal plants 2, nuclear 3, police 6, fire stations 2, stadiums 1, seaports 1, airports 1; road tiles 2302, rail tiles 578; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 49); 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 x6: (12,40) (18,52) (38,60) (48,76) (80,55) (94,63); fire station x2: (18,48) (64,48); stadium x1: (87,53); seaport x1: (103,42); airport x1: (69,11)\nUNPOWERED ZONES (top-left): (8,3) (9,6) (13,86) (32,40) (35,7) (85,40)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (56,44) (47,31) (35,40) (68,30) (43,19) (47,14) (22,31) (56,10) (36,10) (56,72)\nLARGE OPEN AREAS (top-left, size): (97,66) 23x23 (68,69) 20x20 (106,0) 14x14 (55,77) 12x12 (17,0) 9x9 (0,11) 9x9\nHOT SPOTS (value@tile range): crime: 178@(18-19,74-75) 176@(18-19,72-73) 174@(20-21,74-75); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15); traffic: 78@(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 .\"\"#\"\"\".\"\".\"\"\"#\"\"\"\"\".\"\"\"\"#\"\"...\"\"\"\"\"..\"\"\"\"\"\".\"\"\"#\".\",,\"\"\"\"\"\"\ny=  2 .\"\"#rr\"\"\"\"\"\"\"\"#\"\"\"\"\".\"\"\"RRRR.CCCC\"\"\"..\"\"\"\"\"\"\"\"\"\"#\"\"\"+\"\"\"..\"\"\ny=  4 .\"\"#rr\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"\"RRRRRCCCC\"\"\"\".\"\".\"\"\"\"\"CC#\"\"\"+\"\"\"\"\"\".\ny=  6 .\"\"#rr\"\".\"\".\"\"#RRrrRRRCCRRRRIIIIRCCCCC\"\"CC\"\"\"\"CC#CC.+\"\"\"\"\"\".\ny=  8 \"\"\".rr#########RRrrRRRCCRRRRIIIIRCCCCC##CC#######CC.+\".\"\"\"..\ny= 10 \"\"\".+...#RRRRRRCC#,RRIIII#II,#IIIIAAAAIIRRRR#RRRRRR.+..\"\"\"\"\"\ny= 12 ..\".+...#RRRRRRCC##RRIIII#II##IIIIAAAAIIRRRR#RRRRRR##..\"\"\"\"\"\ny= 14 \"\"\".++++#,#RRRRCCCCCCII#,#IIIIIIIIAAAAIIRRRR#,,,#RR,+II\"\"\"\"\"\ny= 16 \"\"\"\"....#=#RRRRCCCCCCII#=#IIIIIIIIAAAAIIRRRR#===#RR==II\"\"\"\"\"\ny= 18 \"\"\"\".RR.#RRRRRRRRRRRR##II#IIIIIIIIIIIIIIIIII#RRRRRRRRRRII\"\"\"\ny= 20 ..\"\".RR.#RRRRRRRRRRRR#,II#IIIIIIIIIIIIIIIIII#RRRRRRRRRRIIII\"\ny= 22 \"\"\"\"#RR##RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#####RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#kkk#RRRRkkk=RRII\"\"\"\ny= 26 \"RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRRRRRRRIIIIII\"\ny= 28 .RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRRRRRRRIIIIII~\ny= 30 .####RRRRRR,#RRCCCCCCCC,##CCCCRRRR,#RRRRRRRR#RRRR####II###\"~\ny= 32 \"\"\"\"#RRRRRR,#RRCCCCCCCC#,#CCCCRRRR#,RRRRRRRR#RRRR,#,=II#EEE~\ny= 34 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#EEE~\ny= 36 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#\"~~~\ny= 38 \"\"\".####################################################~~~~\ny= 40 \"\"\".=.PPRRRRRRR=rr,CCRRCC#CCRRRRRRRRRRRRRRrr##,+########~~~~\ny= 42 \"\"\"\"=.PPRRRRRRR#rr#CCRRCC#CCRRRRRRRRRRRRRRrr=k,kIIIOOOI#~~~~\ny= 44 \"\"\"\"=.#RRRRRRRRCCCCCCCCCC#CC,#kkk=RRRRRRRR~k=+,~IIIOOOI~~~~~\ny= 46 \"\"\"\"###RRRRRRRRCCCCCCCCCC#CC######RRRRRRRR~~++~~~~+~~~~~~~~~\ny= 48 .RRR#RRRRFFRRRRCCCCCCCCCC#CCCCRRFFRRRR#~#~~+++~~~~+~~~~~~~~~\ny= 50 #RRR#RRRRFFRRRRCCCCCCCCCC#CCCCRRFFRRRR~~#~~+\"+~~~~+~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~+~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~PPRSSS++~~+~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#+++++PPRSSS++~~+~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"\"+++++++~~+~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCPPCCCC#CCCC#~~+~~~~~\"\"\"~~~~~+~\"+\"\".\"\"~~~~\ny= 62 \"\".\"IIII#IIIIIICCCCPPCCCC#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##~~+~+=#II,\"\"\",\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..\"\"IIII#IIIIIICC~~~IIEE=CC+,\"\"\",\"\"\".\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"..\"\".\ny= 76 \"\"\"\"#############~~~IIEEPPI+\"\"\".\"\"\".\"......\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"\"\"IIII#IIIIII~~~~II###PPI\"\"\"\".\"\"\".\"\"\"..\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 80 \"\"\".IIII#IIIIII~~~~II#\"\"=#\"\".\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 82 \"\"\"\"IIII#IIII~~~~~\"##II+=CC..\"\"..\"\".\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"..\"\"\"\ny= 84 .\"\"\"IIII#IIII~~~~\"\"#III##CC\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\".\"\"\ny= 86 ~\"\".#,ii#===~~~~\"\"##IICC=\"\"\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\".\"\"\ny= 88 ~\"\"\"##ii=~==~~~.\"\"#\"\"#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 (0,68)):\n       0         1         2         3         \n       0123456789012345678901234567890123456789\ny= 68  \"\"\"\"\"\"\"\"################################\ny= 69  \"\"...\"\"\"#III#III#=III#III#kkk#CCC#CCC#\"\"\ny= 70  ..\"\"..\"\"#III#III#=III#III#kkk#CCC#CCC#\"\"\ny= 71  .\"\"\"\"\"..#III#III#=III#III#kkk#CCC#CCC#.~\ny= 72  .\"\"\"\"\"\".#############################.~~\ny= 73  ....\"\"\".#III#III#=III#III#III#CCC#...~~~\ny= 74  ....\"\"\".#III#III#=III#III.III#CCC#..~~~~\ny= 75  ....\"\"\".#III#III#=III#III.III#CCC#.~~~~~\ny= 76  .\"\"..\"\".################...#######~~~~~~\ny= 77  .\"\"\"....#===#===#====#===#===#...~~~~~~~\ny= 78  .\"\"\"..\"\"#III#III#=III#III#III#..~~~~~~~I\ny= 79  ..\"\"\".\"\"#III#III#=III#III#III#.~~~~~~.,I\ny= 80  ..\"\"\"\"..#III#III#=III#III#III#~~~~~~~..I\ny= 81  \"\"..\"\"..#####################~~~~~~~..\".\ny= 82  \"\"\".....#III#III#=III#III#..~~~~~~~\"\"..#\ny= 83  \"\"\"\"\"\"\"\"#III#III#=III#III#.~~~~~~~\"\"\"..#\ny= 84  ...\"\"\"\"\"#III#III#=III#III#~~~~~~~\"\"\"\"..#\ny= 85  ........#################~~~~~~~.\"\"\"\"..#\ny= 86  .\"\"\"....#,,.#III#=======~~~~~~~........#\ny= 87  ~\"\"\"\"\"..#,,.#III#=.==.==~~~~~~...\"\"..###\ny= 88  ~\"\"\"\"\"\"\"#,..#III~=~~===~~~~~~~...\"\"..#..\ny= 89  ~\"\"\"\"\"\"\"#######~~=~~~~=~~~~~~....\"\"..#\"\"\ny= 90  ~~~\"\"\"\"\"#III#.~~~=~~~~~~~~~~~........#\"\"\ny= 91  \"\"~~\"\"\"\"#III#.~~=====~~~~~~~~....\"\"\"\"#..\ny= 92  \"\"~~~\"\"\"#III#.~~=.=.==~~~~~~~\"\"..\"\"\"\"#..\n\nEVENTS SINCE LAST TURN: none\nRESULTS OF YOUR LAST ACTIONS: OK tax rate set to 7% | OK funding set: road 0%, fire 0%, police 100% | OK zoom view at (0,68) next turn\nYOUR NOTES FROM LAST TURN: Jan 1979: funds $0, pop 4,860, all R/C/I demand severely negative. Tax restored to 7%; police 100%, roads/fire 0%. Need inspect next quarterly results, especially whether tax revenue appears, demand reverses, road decay, and possible affordable police placement near hotspot once funds permit.", "raw": "{\"thoughts\":\"Funds are exhausted and all demand is severely negative, so construction is impossible and would not grow now. Crime is currently below the target, so I will preserve full police funding and wait for the next economic update while monitoring the high-crime inner-city area.\",\"notes\":\"Apr 1979: $0, pop 4,600, R/C/I demand all -100. Keep tax 7%, police 100%, road/fire 0 until revenue appears; avoid new spending. Need demand/population recovery urgently; inspect central crime area next turn.\",\"actions\":[{\"type\":\"tax\",\"rate\":7},{\"type\":\"funding\",\"road\":0,\"fire\":0,\"police\":100},{\"type\":\"zoom\",\"x\":8,\"y\":68}]}", "routed_model": "openai/gpt-5.6-terra", "usage": {"prompt_tokens": 4401, "completion_tokens": 377, "total_tokens": 4778, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 4399, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.01707805, "upstream_inference_prompt_cost": 0.01210165, "upstream_inference_completions_cost": 0.0049764}, "completion_tokens_details": {"reasoning_tokens": 215, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.01707805, "latency_s": 5.93, "thoughts": "Funds are exhausted and all demand is severely negative, so construction is impossible and would not grow now. Crime is currently below the target, so I will preserve full police funding and wait for the next economic update while monitoring the high-crime inner-city area.", "notes": "Apr 1979: $0, pop 4,600, R/C/I demand all -100. Keep tax 7%, police 100%, road/fire 0 until revenue appears; avoid new spending. Need demand/population recovery urgently; inspect central crime area next turn.", "actions": [{"type": "tax", "rate": 7}, {"type": "funding", "road": 0, "fire": 0, "police": 100}, {"type": "zoom", "x": 8, "y": 68}], "actions_dropped": 0, "results": ["OK tax rate set to 7%", "OK funding set: road 0%, fire 0%, police 100%", "OK zoom view at (8,68) next turn"], "state": {"population_now": 4600, "funds": 0, "score": 324, "tax": 7}, "info": {"unpowered_zones": 6, "zones_r": 141, "zones_c": 70, "zones_i": 90, "free_sites": 10}, "wall_s": 565.1}
{"turn": 31, "date": "Jul 1979", "model": "openai/gpt-5.6-terra", "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: $0   tax rate 7%   funding: road 0%, fire 0%, police 100%\n  last January's budget: tax income $0, requested road $2,420, fire $200, police $600; cash flow $-3,220/yr\nPOPULATION: 4,260 now (official census 4,880, Town); residents 85, commerce 10, industry 6 (engine units)\nZONES: residential 141, commercial 70, industrial 90; 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): 324 / 1000 (change -5 at the last evaluation); approval 32%; top problems (share of citizens): crime 10%, housing costs 10%, pollution 8%\nAVERAGES (0-255, lower is better except land value): crime 49, pollution 51, traffic 0, land value 66\nSERVICES: coal plants 2, nuclear 3, police 6, fire stations 2, stadiums 1, seaports 1, airports 1; road tiles 2302, rail tiles 578; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 49); 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 x6: (12,40) (18,52) (38,60) (48,76) (80,55) (94,63); fire station x2: (18,48) (64,48); stadium x1: (87,53); seaport x1: (103,42); airport x1: (69,11)\nUNPOWERED ZONES (top-left): (8,3) (9,6) (13,86) (32,40) (35,7) (85,40)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (56,44) (47,31) (35,40) (68,30) (43,19) (47,14) (22,31) (56,10) (36,10) (56,72)\nLARGE OPEN AREAS (top-left, size): (97,66) 23x23 (68,69) 20x20 (106,0) 14x14 (55,77) 12x12 (17,0) 9x9 (0,11) 9x9\nHOT SPOTS (value@tile range): crime: 178@(18-19,74-75) 176@(18-19,72-73) 174@(20-21,74-75); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15)\n\nMAP (1 char = 2x2 tiles; the char at column c, row r covers x=2c..2c+1, y=2r..2r+1).\nLegend: . empty land  \" trees  ~ water  , rubble  * fire  w flood  ! radiation  # road  = rail  + power line  R/C/I zones (lowercase = unpowered)  E coal plant  N nuclear  P police  F fire station  S stadium  O seaport  A airport  H hospital/church  k park\n      0    10   20   30   40   50   60   70   80   90   100  110     <- x\ny=  0 .\"\"#\"\"\".\"\".\"\"\"#\"\"\"\"\".\"\"\"\"#\"\"...\"\"\"\"\"..\"\"\"\"\"\".\"\"\"#\".\",,\"\"\"\"\"\"\ny=  2 .\"\"#rr\"\"\"\"\"\"\"\"#\"\"\"\"\".\"\"\"RRRR.CCCC\"\"\"..\"\"\"\"\"\"\"\"\"\"#\"\"\"+\"\"\"..\"\"\ny=  4 .\"\"#rr\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"\"RRRRRCCCC\"\"\"\".\"\".\"\"\"\"\"CC#\"\"\"+\"\"\"\"\"\".\ny=  6 .\"\"#rr\"\".\"\".\"\"#RRrrRRRCCRRRRIIIIRCCCCC\"\"CC\"\"\"\"CC#CC.+\"\"\"\"\"\".\ny=  8 \"\"\".rr#########RRrrRRRCCRRRRIIIIRCCCCC##CC#######CC.+\".\"\"\"..\ny= 10 \"\"\".+...#RRRRRRCC#,RRIIII#II,#IIIIAAAAIIRRRR#RRRRRR.+..\"\"\"\"\"\ny= 12 ..\".+...#RRRRRRCC##RRIIII#II##IIIIAAAAIIRRRR#RRRRRR##..\"\"\"\"\"\ny= 14 \"\"\".++++#,#RRRRCCCCCCII#,#IIIIIIIIAAAAIIRRRR#,,,#RR,+II\"\"\"\"\"\ny= 16 \"\"\"\"....#=#RRRRCCCCCCII#=#IIIIIIIIAAAAIIRRRR#===#RR==II\"\"\"\"\"\ny= 18 \"\"\"\".RR.#RRRRRRRRRRRR##II#IIIIIIIIIIIIIIIIII#RRRRRRRRRRII\"\"\"\ny= 20 ..\"\".RR.#RRRRRRRRRRRR#,II#IIIIIIIIIIIIIIIIII#RRRRRRRRRRIIII\"\ny= 22 \"\"\"\"#RR##RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#####RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#kkk#RRRRkkk=RRII\"\"\"\ny= 26 \"RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRRRRRRRIIIIII\"\ny= 28 .RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRRRRRRRIIIIII~\ny= 30 .####RRRRRR,#RRCCCCCCCC,##CCCCRRRR,#RRRRRRRR#RRRR####II###\"~\ny= 32 \"\"\"\"#RRRRRR,#RRCCCCCCCC#,#CCCCRRRR#,RRRRRRRR#RRRR,#,=II#EEE~\ny= 34 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#EEE~\ny= 36 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#\"~~~\ny= 38 \"\"\".####################################################~~~~\ny= 40 \"\"\".=.PPRRRRRRR=rr,CCRRCC#CCRRRRRRRRRRRRRRrr##,+########~~~~\ny= 42 \"\"\"\"=.PPRRRRRRR#rr#CCRRCC#CCRRRRRRRRRRRRRRrr=k,kIIIOOOI#~~~~\ny= 44 \"\"\"\"=.#RRRRRRRRCCCCCCCCCC#CC,#kkk=RRRRRRRR~k=+,~IIIOOOI~~~~~\ny= 46 \"\"\"\"###RRRRRRRRCCCCCCCCCC#CC######RRRRRRRR~~++~~~~+~~~~~~~~~\ny= 48 .RRR#RRRRFFRRRRCCCCCCCCCC#CCCCRRFFRRRR#~#~~+++~~~~+~~~~~~~~~\ny= 50 #RRR#RRRRFFRRRRCCCCCCCCCC#CCCCRRFFRRRR~~#~~+\"+~~~~+~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~+~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~PPRSSS++~~+~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#+++++PPRSSS++~~+~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"\"+++++++~~+~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCPPCCCC#CCCC#~~+~~~~~\"\"\"~~~~~+~\"+\"\".\"\"~~~~\ny= 62 \"\".\"IIII#IIIIIICCCCPPCCCC#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##~~+~+=#II,\"\"\",\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..\"\"IIII#IIIIIICC~~~IIEE=CC+,\"\"\",\"\"\".\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"..\"\".\ny= 76 \"\"\"\"#############~~~IIEEPPI+\"\"\".\"\"\".\"......\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"\"\"IIII#IIIIII~~~~II###PPI\"\"\"\".\"\"\".\"\"\"..\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 80 \"\"\".IIII#IIIIII~~~~II#\"\"=#\"\".\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 82 \"\"\"\"IIII#IIII~~~~~\"##II+=CC..\"\"..\"\".\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"..\"\"\"\ny= 84 .\"\"\"IIII#IIII~~~~\"\"#III##CC\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\".\"\"\ny= 86 ~\"\".#,ii#===~~~~\"\"##IICC=\"\"\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\".\"\"\ny= 88 ~\"\"\"##ii=~==~~~.\"\"#\"\"#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 (8,68)):\n         1         2         3         4       \n       8901234567890123456789012345678901234567\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#..~~~~~~++EEEE\ny= 75  #III#III#=III#III.III#CCC#.~~~~~~IIIEEEE\ny= 76  ################...#######~~~~~~~IIIEEEE\ny= 77  #===#===#====#===#===#...~~~~~~~.IIIEEEE\ny= 78  #III#III#=III#III#III#..~~~~~~~III######\ny= 79  #III#III#=III#III#III#.~~~~~~.,III#.\"\".\"\ny= 80  #III#III#=III#III#III#~~~~~~~..III#+\"\".\"\ny= 81  #####################~~~~~~~..\".###+\"\"..\ny= 82  #III#III#=III#III#..~~~~~~~\"\"..##..III++\ny= 83  #III#III#=III#III#.~~~~~~~\"\"\"..#...III\"\"\ny= 84  #III#III#=III#III#~~~~~~~\"\"\"\"..#IIIIII\"\"\ny= 85  #################~~~~~~~.\"\"\"\"..#III#####\ny= 86  #,,.#III#=======~~~~~~~........#III#CCC\"\ny= 87  #,,.#III#=.==.==~~~~~~...\"\"..#######CCC\"\ny= 88  #,..#III~=~~===~~~~~~~...\"\"..#..\"\"\"#CCC\"\ny= 89  #######~~=~~~~=~~~~~~....\"\"..#\"\"\"\"\"#...\"\ny= 90  #III#.~~~=~~~~~~~~~~~........#\"\"\"\"\"#....\ny= 91  #III#.~~=====~~~~~~~~....\"\"\"\"#..\"\"\"#...\"\ny= 92  #III#.~~=.=.==~~~~~~~\"\"..\"\"\"\"#...\"\"#\"\".\"\n\nEVENTS SINCE LAST TURN: none\nRESULTS OF YOUR LAST ACTIONS: OK tax rate set to 7% | OK funding set: road 0%, fire 0%, police 100% | OK zoom view at (8,68) next turn\nYOUR NOTES FROM LAST TURN: Apr 1979: $0, pop 4,600, R/C/I demand all -100. Keep tax 7%, police 100%, road/fire 0 until revenue appears; avoid new spending. Need demand/population recovery urgently; inspect central crime area next turn.", "raw": "{\"thoughts\":\"The city has no cash and all zone demand is collapsed, so no construction is possible. I will cut taxes to stimulate recovery while preserving full police funding for the crime target, and inspect the high-crime industrial/inner-city area.\",\"notes\":\"Jul 1979: $0, pop 4,260, demand R/C/I -100, crime average 49. Tax cut to 0% to seek demand recovery; police remains 100%, road/fire 0. Need await January finances and inspect crime hotspot around x18-21,y72-75.\",\"actions\":[{\"type\":\"tax\",\"rate\":0},{\"type\":\"funding\",\"road\":0,\"fire\":0,\"police\":100},{\"type\":\"zoom\",\"x\":8,\"y\":68}]}", "routed_model": "openai/gpt-5.6-terra", "usage": {"prompt_tokens": 4380, "completion_tokens": 603, "total_tokens": 4983, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 4378, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.0200035, "upstream_inference_prompt_cost": 0.0120439, "upstream_inference_completions_cost": 0.0079596}, "completion_tokens_details": {"reasoning_tokens": 437, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.0200035, "latency_s": 9.04, "thoughts": "The city has no cash and all zone demand is collapsed, so no construction is possible. I will cut taxes to stimulate recovery while preserving full police funding for the crime target, and inspect the high-crime industrial/inner-city area.", "notes": "Jul 1979: $0, pop 4,260, demand R/C/I -100, crime average 49. Tax cut to 0% to seek demand recovery; police remains 100%, road/fire 0. Need await January finances and inspect crime hotspot around x18-21,y72-75.", "actions": [{"type": "tax", "rate": 0}, {"type": "funding", "road": 0, "fire": 0, "police": 100}, {"type": "zoom", "x": 8, "y": 68}], "actions_dropped": 0, "results": ["OK tax rate set to 0%", "OK funding set: road 0%, fire 0%, police 100%", "OK zoom view at (8,68) next turn"], "state": {"population_now": 4260, "funds": 0, "score": 324, "tax": 7}, "info": {"unpowered_zones": 6, "zones_r": 141, "zones_c": 70, "zones_i": 90, "free_sites": 10}, "wall_s": 574.3}
{"turn": 32, "date": "Oct 1979", "model": "openai/gpt-5.6-terra", "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: $0   tax rate 0%   funding: road 0%, fire 0%, police 100%\n  last January's budget: tax income $0, requested road $2,420, fire $200, police $600; cash flow $-3,220/yr\nPOPULATION: 4,260 now (official census 4,880, Town); residents 85, commerce 10, industry 6 (engine units)\nZONES: residential 141, commercial 70, industrial 90; unpowered zones: 6\nDEMAND (-100..+100, positive = the city wants more of it): residential -70, commercial -100, industrial -60\nCITY SCORE (re-evaluated each January, like the official census): 324 / 1000 (change -5 at the last evaluation); approval 32%; top problems (share of citizens): crime 10%, housing costs 10%, pollution 8%\nAVERAGES (0-255, lower is better except land value): crime 49, pollution 51, traffic 0, land value 66\nSERVICES: coal plants 2, nuclear 3, police 6, fire stations 2, stadiums 1, seaports 1, airports 1; road tiles 2312, rail tiles 578; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 49); 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 x6: (12,40) (18,52) (38,60) (48,76) (80,55) (94,63); fire station x2: (18,48) (64,48); stadium x1: (87,53); seaport x1: (103,42); airport x1: (69,11)\nUNPOWERED ZONES (top-left): (8,3) (9,6) (13,86) (32,40) (35,7) (85,40)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (56,44) (47,31) (35,40) (68,30) (43,19) (47,14) (22,31) (56,10) (36,10) (56,72)\nLARGE OPEN AREAS (top-left, size): (97,66) 23x23 (68,69) 20x20 (106,0) 14x14 (55,77) 12x12 (17,0) 9x9 (0,11) 9x9\nHOT SPOTS (value@tile range): crime: 178@(18-19,74-75) 176@(18-19,72-73) 174@(20-21,74-75); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15)\n\nMAP (1 char = 2x2 tiles; the char at column c, row r covers x=2c..2c+1, y=2r..2r+1).\nLegend: . empty land  \" trees  ~ water  , rubble  * fire  w flood  ! radiation  # road  = rail  + power line  R/C/I zones (lowercase = unpowered)  E coal plant  N nuclear  P police  F fire station  S stadium  O seaport  A airport  H hospital/church  k park\n      0    10   20   30   40   50   60   70   80   90   100  110     <- x\ny=  0 .\"\"#\"\"\".\"\".\"\"\"#\"\"\"\"\".\"\"\"\"#\"\"...\"\"\"\"\"..\"\"\"\"\"\".\"\"\"#\".\",,\"\"\"\"\"\"\ny=  2 .\"\"#rr\"\"\"\"\"\"\"\"#\"\"\"\"\".\"\"\"RRRR.CCCC\"\"\"..\"\"\"\"\"\"\"\"\"\"#\"\"\"+\"\"\"..\"\"\ny=  4 .\"\"#rr\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"\"RRRRRCCCC\"\"\"\".\"\".\"\"\"\"\"CC#\"\"\"+\"\"\"\"\"\".\ny=  6 .\"\"#rr\"\".\"\".\"\"#RRrrRRRCCRRRRIIIIRCCCCC\"\"CC\"\"\"\"CC#CC.+\"\"\"\"\"\".\ny=  8 \"\"\".rr#########RRrrRRRCCRRRRIIIIRCCCCC##CC#######CC.+\".\"\"\"..\ny= 10 \"\"\".+...#RRRRRRCC#,RRIIII#II,#IIIIAAAAIIRRRR#RRRRRR.+..\"\"\"\"\"\ny= 12 ..\".+...#RRRRRRCC##RRIIII#II##IIIIAAAAIIRRRR#RRRRRR##..\"\"\"\"\"\ny= 14 \"\"\".++++#,#RRRRCCCCCCII#,#IIIIIIIIAAAAIIRRRR#,,,#RR,+II\"\"\"\"\"\ny= 16 \"\"\"\"....#=#RRRRCCCCCCII#=#IIIIIIIIAAAAIIRRRR#===#RR==II\"\"\"\"\"\ny= 18 \"\"\"\".RR.#RRRRRRRRRRRR##II#IIIIIIIIIIIIIIIIII#RRRRRRRRRRII\"\"\"\ny= 20 ..\"\".RR.#RRRRRRRRRRRR#,II#IIIIIIIIIIIIIIIIII#RRRRRRRRRRIIII\"\ny= 22 \"\"\"\"#RR##RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#####RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#kkk#RRRRkkk=RRII\"\"\"\ny= 26 \"RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRRRRRRRIIIIII\"\ny= 28 .RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRRRRRRRIIIIII~\ny= 30 .####RRRRRR,#RRCCCCCCCC,##CCCCRRRR,#RRRRRRRR#RRRR####II###\"~\ny= 32 \"\"\"\"#RRRRRR,#RRCCCCCCCC#,#CCCCRRRR#,RRRRRRRR#RRRR,#,=II#EEE~\ny= 34 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#EEE~\ny= 36 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#\"~~~\ny= 38 \"\"\".####################################################~~~~\ny= 40 \"\"\".=.PPRRRRRRR=rr,CCRRCC#CCRRRRRRRRRRRRRRrr##,+########~~~~\ny= 42 \"\"\"\"=.PPRRRRRRR#rr#CCRRCC#CCRRRRRRRRRRRRRRrr=k,kIIIOOOI#~~~~\ny= 44 \"\"\"\"=.#RRRRRRRRCCCCCCCCCC#CC,#kkk=RRRRRRRR~k=+,~IIIOOOI~~~~~\ny= 46 \"\"\"\"###RRRRRRRRCCCCCCCCCC#CC######RRRRRRRR~~++~~~~+~~~~~~~~~\ny= 48 .RRR#RRRRFFRRRRCCCCCCCCCC#CCCCRRFFRRRR#~#~~+++~~~~+~~~~~~~~~\ny= 50 #RRR#RRRRFFRRRRCCCCCCCCCC#CCCCRRFFRRRR~~#~~+\"+~~~~+~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~+~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~PPRSSS++~~+~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#+++++PPRSSS++~~+~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"\"+++++++~~+~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCPPCCCC#CCCC#~~+~~~~~\"\"\"~~~~~+~\"+\"\".\"\"~~~~\ny= 62 \"\".\"IIII#IIIIIICCCCPPCCCC#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##~~+~+=#II,\"\"\",\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..\"\"IIII#IIIIIICC~~~IIEE=CC+,\"\"\",\"\"\".\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"..\"\".\ny= 76 \"\"\"\"#############~~~IIEEPPI+\"\"\".\"\"\".\"......\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"\"\"IIII#IIIIII~~~~II###PPI\"\"\"\".\"\"\".\"\"\"..\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 80 \"\"\".IIII#IIIIII~~~~II#\"\"=#\"\".\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 82 \"\"\"\"IIII#IIII~~~~~\"##II+=CC..\"\"..\"\".\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"..\"\"\"\ny= 84 .\"\"\"IIII#IIII~~~~\"\"#III##CC\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\".\"\"\ny= 86 ~\"\".#,ii#===~~~~\"\"##IICC=\"\"\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\".\"\"\ny= 88 ~\"\"\"##ii=~==~~~.\"\"#\"\"#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 (8,68)):\n         1         2         3         4       \n       8901234567890123456789012345678901234567\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#..~~~~~~++EEEE\ny= 75  #III#III#=III#III.III#CCC#.~~~~~~IIIEEEE\ny= 76  ################...#######~~~~~~~IIIEEEE\ny= 77  #===#===#====#===#===#...~~~~~~~.IIIEEEE\ny= 78  #III#III#=III#III#III#..~~~~~~~III######\ny= 79  #III#III#=III#III#III#.~~~~~~.,III#.\"\".\"\ny= 80  #III#III#=III#III#III#~~~~~~~..III#+\"\".\"\ny= 81  #####################~~~~~~~..\".###+\"\"..\ny= 82  #III#III#=III#III#..~~~~~~~\"\"..##..III++\ny= 83  #III#III#=III#III#.~~~~~~~\"\"\"..#...III\"\"\ny= 84  #III#III#=III#III#~~~~~~~\"\"\"\"..#IIIIII\"\"\ny= 85  #################~~~~~~~.\"\"\"\"..#III#####\ny= 86  #,,.#III#=======~~~~~~~........#III#CCC\"\ny= 87  #,,.#III#=.==.==~~~~~~...\"\"..#######CCC\"\ny= 88  #,..#III~=~~===~~~~~~~...\"\"..#..\"\"\"#CCC\"\ny= 89  #######~~=~~~~=~~~~~~....\"\"..#\"\"\"\"\"#...\"\ny= 90  #III#.~~~=~~~~~~~~~~~........#\"\"\"\"\"#....\ny= 91  #III#.~~=====~~~~~~~~....\"\"\"\"#..\"\"\"#...\"\ny= 92  #III#.~~=.=.==~~~~~~~\"\"..\"\"\"\"#...\"\"#\"\".\"\n\nEVENTS SINCE LAST TURN: none\nRESULTS OF YOUR LAST ACTIONS: OK tax rate set to 0% | OK funding set: road 0%, fire 0%, police 100% | OK zoom view at (8,68) next turn\nYOUR NOTES FROM LAST TURN: Jul 1979: $0, pop 4,260, demand R/C/I -100, crime average 49. Tax cut to 0% to seek demand recovery; police remains 100%, road/fire 0. Need await January finances and inspect crime hotspot around x18-21,y72-75.", "raw": "{\"thoughts\":\"With no funds and crime already below the target, preserve the 0% tax policy to maximize any chance of reversing the severe residential demand collapse. Inspect the inner-city crime hotspot for a future police/park intervention if January revenue permits.\",\"notes\":\"Oct 1979: $0, pop 4,260, average crime 49. Keep tax 0% and police nominally funded; need January income or growth. Inspect hotspot x18-21,y72-75 next turn.\",\"actions\":[{\"type\":\"zoom\",\"x\":8,\"y\":64}]}", "routed_model": "openai/gpt-5.6-terra", "usage": {"prompt_tokens": 4388, "completion_tokens": 332, "total_tokens": 4720, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 4386, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.0164483, "upstream_inference_prompt_cost": 0.0120659, "upstream_inference_completions_cost": 0.0043824}, "completion_tokens_details": {"reasoning_tokens": 208, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.0164483, "latency_s": 6.06, "thoughts": "With no funds and crime already below the target, preserve the 0% tax policy to maximize any chance of reversing the severe residential demand collapse. Inspect the inner-city crime hotspot for a future police/park intervention if January revenue permits.", "notes": "Oct 1979: $0, pop 4,260, average crime 49. Keep tax 0% and police nominally funded; need January income or growth. Inspect hotspot x18-21,y72-75 next turn.", "actions": [{"type": "zoom", "x": 8, "y": 64}], "actions_dropped": 0, "results": ["OK zoom view at (8,64) next turn"], "state": {"population_now": 4260, "funds": 0, "score": 324, "tax": 0}, "info": {"unpowered_zones": 6, "zones_r": 141, "zones_c": 70, "zones_i": 90, "free_sites": 10}, "wall_s": 580.5}
{"turn": 33, "date": "Jan 1980", "model": "openai/gpt-5.6-terra", "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: $0   tax rate 0%   funding: road 0%, fire 0%, police 0%\n  last January's budget: tax income $0, requested road $2,427, fire $200, police $600; cash flow $-3,227/yr\nPOPULATION: 4,100 now (official census 4,100, Town); residents 77, commerce 10, industry 6 (engine units)\nZONES: residential 141, commercial 70, industrial 90; unpowered zones: 6\nDEMAND (-100..+100, positive = the city wants more of it): residential -41, commercial -100, industrial -21\nCITY SCORE (re-evaluated each January, like the official census): 480 / 1000 (change +156 at the last evaluation); approval 41%; top problems (share of citizens): crime 12%, pollution 11%, housing costs 5%\nAVERAGES (0-255, lower is better except land value): crime 48, pollution 51, traffic 0, land value 66\nSERVICES: coal plants 2, nuclear 3, police 6, fire stations 2, stadiums 1, seaports 1, airports 1; road tiles 2322, rail tiles 578; 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 x6: (12,40) (18,52) (38,60) (48,76) (80,55) (94,63); fire station x2: (18,48) (64,48); stadium x1: (87,53); seaport x1: (103,42); airport x1: (69,11)\nUNPOWERED ZONES (top-left): (8,3) (9,6) (13,86) (32,40) (35,7) (85,40)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (56,44) (47,31) (35,40) (68,30) (43,19) (47,14) (22,31) (56,10) (36,10) (56,72)\nLARGE OPEN AREAS (top-left, size): (97,66) 23x23 (68,69) 20x20 (106,0) 14x14 (55,77) 12x12 (17,0) 9x9 (0,11) 9x9\nHOT SPOTS (value@tile range): crime: 178@(18-19,74-75) 174@(20-21,74-75) 174@(18-19,76-77); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15)\n\nMAP (1 char = 2x2 tiles; the char at column c, row r covers x=2c..2c+1, y=2r..2r+1).\nLegend: . empty land  \" trees  ~ water  , rubble  * fire  w flood  ! radiation  # road  = rail  + power line  R/C/I zones (lowercase = unpowered)  E coal plant  N nuclear  P police  F fire station  S stadium  O seaport  A airport  H hospital/church  k park\n      0    10   20   30   40   50   60   70   80   90   100  110     <- x\ny=  0 .\"\"#\"\"\".\"\".\"\"\"#\"\"\"\"\".\"\"\"\"#\"\"...\"\"\"\"\"..\"\"\"\"\"\".\"\"\"#\".\",,\"\"\"\"\"\"\ny=  2 .\"\"#rr\"\"\"\"\"\"\"\"#\"\"\"\"\".\"\"\"RRRR.CCCC\"\"\"..\"\"\"\"\"\"\"\"\"\"#\"\"\"+\"\"\"..\"\"\ny=  4 .\"\"#rr\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"\"RRRRRCCCC\"\"\"\".\"\".\"\"\"\"\"CC#\"\"\"+\"\"\"\"\"\".\ny=  6 .\"\"#rr\"\".\"\".\"\"#RRrrRRRCCRRRRIIIIRCCCCC\"\"CC\"\"\"\"CC#CC.+\"\"\"\"\"\".\ny=  8 \"\"\".rr#########RRrrRRRCCRRRRIIIIRCCCCC##CC#######CC.+\".\"\"\"..\ny= 10 \"\"\".+...#RRRRRRCC#,RRIIII#II,#IIIIAAAAIIRRRR#RRRRRR.+..\"\"\"\"\"\ny= 12 ..\".+...#RRRRRRCC##RRIIII#II##IIIIAAAAIIRRRR#RRRRRR##..\"\"\"\"\"\ny= 14 \"\"\".++++#,#RRRRCCCCCCII#,#IIIIIIIIAAAAIIRRRR#,,,#RR,+II\"\"\"\"\"\ny= 16 \"\"\"\"....#=#RRRRCCCCCCII#=#IIIIIIIIAAAAIIRRRR#===#RR==II\"\"\"\"\"\ny= 18 \"\"\"\".RR.#RRRRRRRRRRRR##II#IIIIIIIIIIIIIIIIII#RRRRRRRRRRII\"\"\"\ny= 20 ..\"\".RR.#RRRRRRRRRRRR#,II#IIIIIIIIIIIIIIIIII#RRRRRRRRRRIIII\"\ny= 22 \"\"\"\"#RR##RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#####RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#kkk#RRRRkkk=RRII\"\"\"\ny= 26 \"RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRRRRRRRIIIIII\"\ny= 28 .RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRRRRRRRIIIIII~\ny= 30 .####RRRRRR,#RRCCCCCCCC,##CCCCRRRR,#RRRRRRRR#RRRR####II###\"~\ny= 32 \"\"\"\"#RRRRRR,#RRCCCCCCCC#,#CCCCRRRR#,RRRRRRRR#RRRR,#,=II#EEE~\ny= 34 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#EEE~\ny= 36 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#\"~~~\ny= 38 \"\"\".####################################################~~~~\ny= 40 \"\"\".=.PPRRRRRRR=rr,CCRRCC#CCRRRRRRRRRRRRRRrr##,+########~~~~\ny= 42 \"\"\"\"=.PPRRRRRRR#rr#CCRRCC#CCRRRRRRRRRRRRRRrr=k,kIIIOOOI#~~~~\ny= 44 \"\"\"\"=.#RRRRRRRRCCCCCCCCCC#CC,#kkk=RRRRRRRR~k=+,~IIIOOOI~~~~~\ny= 46 \"\"\"\"###RRRRRRRRCCCCCCCCCC#CC######RRRRRRRR~~++~~~~+~~~~~~~~~\ny= 48 .RRR#RRRRFFRRRRCCCCCCCCCC#CCCCRRFFRRRR#~#~~+++~~~~+~~~~~~~~~\ny= 50 #RRR#RRRRFFRRRRCCCCCCCCCC#CCCCRRFFRRRR~~#~~+\"+~~~~+~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~+~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~PPRSSS++~~+~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#+++++PPRSSS++~~+~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"\"+++++++~~+~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCPPCCCC#CCCC#~~+~~~~~\"\"\"~~~~~+~\"+\"\".\"\"~~~~\ny= 62 \"\".\"IIII#IIIIIICCCCPPCCCC#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##~~+~+=#II,\"\"\",\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..\"\"IIII#IIIIIICC~~~IIEE=CC+,\"\"\",\"\"\".\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"..\"\".\ny= 76 \"\"\"\"#############~~~IIEEPPI+\"\"\".\"\"\".\"......\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"\"\"IIII#IIIIII~~~~II###PPI\"\"\"\".\"\"\".\"\"\"..\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 80 \"\"\".IIII#IIIIII~~~~II#\"\"=#\"\".\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 82 \"\"\"\"IIII#IIII~~~~~\"##II+=CC..\"\"..\"\".\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"..\"\"\"\ny= 84 .\"\"\"IIII#IIII~~~~\"\"#III##CC\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\".\"\"\ny= 86 ~\"\".#,ii#===~~~~\"\"##IICC=\"\"\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\".\"\"\ny= 88 ~\"\"\"##ii=~==~~~.\"\"#\"\"#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 (8,64)):\n         1         2         3         4       \n       8901234567890123456789012345678901234567\ny= 64  #######################################~\ny= 65  #III#III#=III#III#III#CCC#CCC#CCC#...~~~\ny= 66  #III#III#=III#III#III#CCC#CCC#CCC#+.~~~~\ny= 67  #III#III#=III#III#III#CCC#CCC#CCC#+~~~~~\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#..~~~~~~++EEEE\ny= 75  #III#III#=III#III.III#CCC#.~~~~~~IIIEEEE\ny= 76  ################...#######~~~~~~~IIIEEEE\ny= 77  #===#===#====#===#===#...~~~~~~~.IIIEEEE\ny= 78  #III#III#=III#III#III#..~~~~~~~III######\ny= 79  #III#III#=III#III#III#.~~~~~~.,III#.\"\".\"\ny= 80  #III#III#=III#III#III#~~~~~~~..III#+\"\".\"\ny= 81  #####################~~~~~~~..\".###+\"\"..\ny= 82  #III#III#=III#III#..~~~~~~~\"\"..##..III++\ny= 83  #III#III#=III#III#.~~~~~~~\"\"\"..#...III\"\"\ny= 84  #III#III#=III#III#~~~~~~~\"\"\"\"..#IIIIII\"\"\ny= 85  #################~~~~~~~.\"\"\"\"..#III#####\ny= 86  #,,.#III#=======~~~~~~~........#III#CCC\"\ny= 87  #,,.#III#=.==.==~~~~~~...\"\"..#######CCC\"\ny= 88  #,..#III~=~~===~~~~~~~...\"\"..#..\"\"\"#CCC\"\n\nEVENTS SINCE LAST TURN: none\nRESULTS OF YOUR LAST ACTIONS: OK zoom view at (8,64) next turn\nYOUR NOTES FROM LAST TURN: Oct 1979: $0, pop 4,260, average crime 49. Keep tax 0% and police nominally funded; need January income or growth. Inspect hotspot x18-21,y72-75 next turn.", "raw": "{\"thoughts\":\"The city has no operating revenue because the tax rate is zero, while crime is currently below the target. Restore a moderate 7% tax and fully fund essential services so January revenue can stabilize infrastructure and police coverage without imposing a high-growth tax penalty.\",\"notes\":\"Jan 1980: set tax 7%; fund road, fire, police at 100%. Await next quarterly treasury and reassess demand/population; prioritize repairing power to the six unpowered zones and only add development once funds are available.\",\"actions\":[{\"type\":\"tax\",\"rate\":7},{\"type\":\"funding\",\"road\":100,\"fire\":100,\"police\":100}]}", "routed_model": "openai/gpt-5.6-terra", "usage": {"prompt_tokens": 4351, "completion_tokens": 549, "total_tokens": 4900, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 4349, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.01921095, "upstream_inference_prompt_cost": 0.01196415, "upstream_inference_completions_cost": 0.0072468}, "completion_tokens_details": {"reasoning_tokens": 408, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.01921095, "latency_s": 8.4, "thoughts": "The city has no operating revenue because the tax rate is zero, while crime is currently below the target. Restore a moderate 7% tax and fully fund essential services so January revenue can stabilize infrastructure and police coverage without imposing a high-growth tax penalty.", "notes": "Jan 1980: set tax 7%; fund road, fire, police at 100%. Await next quarterly treasury and reassess demand/population; prioritize repairing power to the six unpowered zones and only add development once funds are available.", "actions": [{"type": "tax", "rate": 7}, {"type": "funding", "road": 100, "fire": 100, "police": 100}], "actions_dropped": 0, "results": ["OK tax rate set to 7%", "OK funding set: road 100%, fire 100%, police 100%"], "state": {"population_now": 4100, "funds": 0, "score": 480, "tax": 0}, "info": {"unpowered_zones": 6, "zones_r": 141, "zones_c": 70, "zones_i": 90, "free_sites": 10}, "wall_s": 589.0}
{"turn": 34, "date": "Apr 1980", "model": "openai/gpt-5.6-terra", "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: $0   tax rate 7%   funding: road 100%, fire 100%, police 100%\n  last January's budget: tax income $0, requested road $2,427, fire $200, police $600; cash flow $-3,227/yr\nPOPULATION: 4,040 now (official census 4,100, Town); residents 74, commerce 9, industry 7 (engine units)\nZONES: residential 141, commercial 70, industrial 90; unpowered zones: 6\nDEMAND (-100..+100, positive = the city wants more of it): residential -98, commercial -100, industrial -98\nCITY SCORE (re-evaluated each January, like the official census): 480 / 1000 (change +156 at the last evaluation); approval 41%; top problems (share of citizens): crime 12%, pollution 11%, housing costs 5%\nAVERAGES (0-255, lower is better except land value): crime 48, pollution 50, traffic 0, land value 66\nSERVICES: coal plants 2, nuclear 3, police 6, fire stations 2, stadiums 1, seaports 1, airports 1; road tiles 2282, rail tiles 578; 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 x6: (12,40) (18,52) (38,60) (48,76) (80,55) (94,63); fire station x2: (18,48) (64,48); stadium x1: (87,53); seaport x1: (103,42); airport x1: (69,11)\nUNPOWERED ZONES (top-left): (8,3) (9,6) (13,86) (32,40) (35,7) (85,40)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (56,44) (47,31) (35,40) (68,30) (43,19) (47,14) (22,31) (56,10) (36,10) (56,72)\nLARGE OPEN AREAS (top-left, size): (97,66) 23x23 (68,69) 20x20 (106,0) 14x14 (55,77) 12x12 (17,0) 9x9 (0,11) 9x9\nHOT SPOTS (value@tile range): crime: 178@(18-19,74-75) 174@(20-21,74-75) 174@(18-19,76-77); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15)\n\nMAP (1 char = 2x2 tiles; the char at column c, row r covers x=2c..2c+1, y=2r..2r+1).\nLegend: . empty land  \" trees  ~ water  , rubble  * fire  w flood  ! radiation  # road  = rail  + power line  R/C/I zones (lowercase = unpowered)  E coal plant  N nuclear  P police  F fire station  S stadium  O seaport  A airport  H hospital/church  k park\n      0    10   20   30   40   50   60   70   80   90   100  110     <- x\ny=  0 .\"\"#\"\"\".\"\".\"\"\"#\"\"\"\"\".\"\"\"\"#\"\"...\"\"\"\"\"..\"\"\"\"\"\".\"\"\"#\".\",,\"\"\"\"\"\"\ny=  2 .\"\"#rr\"\"\"\"\"\"\"\"#\"\"\"\"\".\"\"\"RRRR.CCCC\"\"\"..\"\"\"\"\"\"\"\"\"\"#\"\"\"+\"\"\"..\"\"\ny=  4 .\"\"#rr\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"\"RRRRRCCCC\"\"\"\".\"\".\"\"\"\"\"CC#\"\"\"+\"\"\"\"\"\".\ny=  6 .\"\"#rr\"\".\"\".\"\"#RRrrRRRCCRRRRIIIIRCCCCC\"\"CC\"\"\"\"CC#CC.+\"\"\"\"\"\".\ny=  8 \"\"\".rr#########RRrrRRRCCRRRRIIIIRCCCCC##CC#######CC.+\".\"\"\"..\ny= 10 \"\"\".+...#RRRRRRCC#,RRIIII#II,#IIIIAAAAIIRRRR#RRRRRR.+..\"\"\"\"\"\ny= 12 ..\".+...#RRRRRRCC##RRIIII#II##IIIIAAAAIIRRRR#RRRRRR##..\"\"\"\"\"\ny= 14 \"\"\".++++#,#RRRRCCCCCCII#,#IIIIIIIIAAAAIIRRRR#,,,#RR,+II\"\"\"\"\"\ny= 16 \"\"\"\"....#=#RRRRCCCCCCII#=#IIIIIIIIAAAAIIRRRR#===#RR==II\"\"\"\"\"\ny= 18 \"\"\"\".RR.#RRRRRRRRRRRR##II#IIIIIIIIIIIIIIIIII#RRRRRRRRRRII\"\"\"\ny= 20 ..\"\".RR.#RRRRRRRRRRRR#,II#IIIIIIIIIIIIIIIIII#RRRRRRRRRRIIII\"\ny= 22 \"\"\"\"#RR##RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#####RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#kkk#RRRRkkk=RRII\"\"\"\ny= 26 \"RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRRRRRRRIIIIII\"\ny= 28 .RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRRRRRRRIIIIII~\ny= 30 .####RRRRRR,#RRCCCCCCCC,##CCCCRRRR,#RRRRRRRR#RRRR####II###\"~\ny= 32 \"\"\"\"#RRRRRR,#RRCCCCCCCC#,#CCCCRRRR#,RRRRRRRR#RRRR,#,=II#EEE~\ny= 34 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#EEE~\ny= 36 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#\"~~~\ny= 38 \"\"\".####################################################~~~~\ny= 40 \"\"\".=.PPRRRRRRR=rr,CCRRCC#CCRRRRRRRRRRRRRRrr##,+########~~~~\ny= 42 \"\"\"\"=.PPRRRRRRR#rr#CCRRCC#CCRRRRRRRRRRRRRRrr=k,kIIIOOOI#~~~~\ny= 44 \"\"\"\"=.#RRRRRRRRCCCCCCCCCC#CC,#kkk=RRRRRRRR~k=+,~IIIOOOI~~~~~\ny= 46 \"\"\"\"###RRRRRRRRCCCCCCCCCC#CC######RRRRRRRR~~++~~~~+~~~~~~~~~\ny= 48 .RRR#RRRRFFRRRRCCCCCCCCCC#CCCCRRFFRRRR#~#~~+++~~~~+~~~~~~~~~\ny= 50 #RRR#RRRRFFRRRRCCCCCCCCCC#CCCCRRFFRRRR~~#~~+\"+~~~~+~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~+~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~PPRSSS++~~+~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#+++++PPRSSS++~~+~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"\"+++++++~~+~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCPPCCCC#CCCC#~~+~~~~~\"\"\"~~~~~+~\"+\"\".\"\"~~~~\ny= 62 \"\".\"IIII#IIIIIICCCCPPCCCC#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##~~+~+=#II,\"\"\",\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..\"\"IIII#IIIIIICC~~~IIEE=CC+,\"\"\",\"\"\".\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"..\"\".\ny= 76 \"\"\"\"#############~~~IIEEPPI+\"\"\".\"\"\".\"......\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"\"\"IIII#IIIIII~~~~II###PPI\"\"\"\".\"\"\".\"\"\"..\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 80 \"\"\".IIII#IIIIII~~~~II#\"\"=#\"\".\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 82 \"\"\"\"IIII#IIII~~~~~\"##II+=CC..\"\"..\"\".\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"..\"\"\"\ny= 84 .\"\"\"IIII#IIII~~~~\"\"#III##CC\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\".\"\"\ny= 86 ~\"\".#,ii#===~~~~\"\"##IICC=\"\"\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\".\"\"\ny= 88 ~\"\"\"##ii=~==~~~.\"\"#\"\"#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: OK tax rate set to 7% | OK funding set: road 100%, fire 100%, police 100%\nYOUR NOTES FROM LAST TURN: Jan 1980: set tax 7%; fund road, fire, police at 100%. Await next quarterly treasury and reassess demand/population; prioritize repairing power to the six unpowered zones and only add development once funds are available.", "raw": "{\"thoughts\":\"With no cash and no tax income, construction is impossible. I will suspend department spending and cut taxes to maximize the chance that existing powered, road-connected zones recover demand and generate a tax base before January.\",\"notes\":\"Apr 1980: set tax 0 and all funding 0 to avoid annual deficit. Reassess July demand, population, crime, and any treasury; only build if revenue appears. Crime is currently safely below target but population is critically low.\",\"actions\":[{\"type\":\"tax\",\"rate\":0},{\"type\":\"funding\",\"road\":0,\"fire\":0,\"police\":0},{\"type\":\"zoom\",\"x\":30,\"y\":20}]}", "routed_model": "openai/gpt-5.6-terra", "usage": {"prompt_tokens": 3769, "completion_tokens": 662, "total_tokens": 4431, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 3767, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.01910205, "upstream_inference_prompt_cost": 0.01036365, "upstream_inference_completions_cost": 0.0087384}, "completion_tokens_details": {"reasoning_tokens": 516, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.01910205, "latency_s": 10.42, "thoughts": "With no cash and no tax income, construction is impossible. I will suspend department spending and cut taxes to maximize the chance that existing powered, road-connected zones recover demand and generate a tax base before January.", "notes": "Apr 1980: set tax 0 and all funding 0 to avoid annual deficit. Reassess July demand, population, crime, and any treasury; only build if revenue appears. Crime is currently safely below target but population is critically low.", "actions": [{"type": "tax", "rate": 0}, {"type": "funding", "road": 0, "fire": 0, "police": 0}, {"type": "zoom", "x": 30, "y": 20}], "actions_dropped": 0, "results": ["OK tax rate set to 0%", "OK funding set: road 0%, fire 0%, police 0%", "OK zoom view at (30,20) next turn"], "state": {"population_now": 4040, "funds": 0, "score": 480, "tax": 7}, "info": {"unpowered_zones": 6, "zones_r": 141, "zones_c": 70, "zones_i": 90, "free_sites": 10}, "wall_s": 599.6}
{"turn": 35, "date": "Jul 1980", "model": "openai/gpt-5.6-terra", "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: $0   tax rate 0%   funding: road 0%, fire 0%, police 0%\n  last January's budget: tax income $0, requested road $2,427, fire $200, police $600; cash flow $-3,227/yr\nPOPULATION: 3,920 now (official census 4,100, Town); residents 84, commerce 8, industry 6 (engine units)\nZONES: residential 141, commercial 70, industrial 90; unpowered zones: 6\nDEMAND (-100..+100, positive = the city wants more of it): residential -84, commercial -100, industrial -79\nCITY SCORE (re-evaluated each January, like the official census): 480 / 1000 (change +156 at the last evaluation); approval 41%; top problems (share of citizens): crime 12%, pollution 11%, housing costs 5%\nAVERAGES (0-255, lower is better except land value): crime 48, pollution 54, traffic 0, land value 66\nSERVICES: coal plants 2, nuclear 3, police 6, fire stations 2, stadiums 1, seaports 1, airports 1; road tiles 2322, rail tiles 578; 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 x6: (12,40) (18,52) (38,60) (48,76) (80,55) (94,63); fire station x2: (18,48) (64,48); stadium x1: (87,53); seaport x1: (103,42); airport x1: (69,11)\nUNPOWERED ZONES (top-left): (8,3) (9,6) (13,86) (32,40) (35,7) (85,40)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (56,44) (47,31) (35,40) (68,30) (43,19) (47,14) (22,31) (56,10) (36,10) (56,72)\nLARGE OPEN AREAS (top-left, size): (97,66) 23x23 (68,69) 20x20 (106,0) 14x14 (55,77) 12x12 (17,0) 9x9 (0,11) 9x9\nHOT SPOTS (value@tile range): crime: 178@(18-19,74-75) 174@(20-21,74-75) 174@(18-19,76-77); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15)\n\nMAP (1 char = 2x2 tiles; the char at column c, row r covers x=2c..2c+1, y=2r..2r+1).\nLegend: . empty land  \" trees  ~ water  , rubble  * fire  w flood  ! radiation  # road  = rail  + power line  R/C/I zones (lowercase = unpowered)  E coal plant  N nuclear  P police  F fire station  S stadium  O seaport  A airport  H hospital/church  k park\n      0    10   20   30   40   50   60   70   80   90   100  110     <- x\ny=  0 .\"\"#\"\"\".\"\".\"\"\"#\"\"\"\"\".\"\"\"\"#\"\"...\"\"\"\"\"..\"\"\"\"\"\".\"\"\"#\".\",,\"\"\"\"\"\"\ny=  2 .\"\"#rr\"\"\"\"\"\"\"\"#\"\"\"\"\".\"\"\"RRRR.CCCC\"\"\"..\"\"\"\"\"\"\"\"\"\"#\"\"\"+\"\"\"..\"\"\ny=  4 .\"\"#rr\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"\"RRRRRCCCC\"\"\"\".\"\".\"\"\"\"\"CC#\"\"\"+\"\"\"\"\"\".\ny=  6 .\"\"#rr\"\".\"\".\"\"#RRrrRRRCCRRRRIIIIRCCCCC\"\"CC\"\"\"\"CC#CC.+\"\"\"\"\"\".\ny=  8 \"\"\".rr#########RRrrRRRCCRRRRIIIIRCCCCC##CC#######CC.+\".\"\"\"..\ny= 10 \"\"\".+...#RRRRRRCC#,RRIIII#II,#IIIIAAAAIIRRRR#RRRRRR.+..\"\"\"\"\"\ny= 12 ..\".+...#RRRRRRCC##RRIIII#II##IIIIAAAAIIRRRR#RRRRRR##..\"\"\"\"\"\ny= 14 \"\"\".++++#,#RRRRCCCCCCII#,#IIIIIIIIAAAAIIRRRR#,,,#RR,+II\"\"\"\"\"\ny= 16 \"\"\"\"....#=#RRRRCCCCCCII#=#IIIIIIIIAAAAIIRRRR#===#RR==II\"\"\"\"\"\ny= 18 \"\"\"\".RR.#RRRRRRRRRRRR##II#IIIIIIIIIIIIIIIIII#RRRRRRRRRRII\"\"\"\ny= 20 ..\"\".RR.#RRRRRRRRRRRR#,II#IIIIIIIIIIIIIIIIII#RRRRRRRRRRIIII\"\ny= 22 \"\"\"\"#RR##RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#####RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#kkk#RRRRkkk=RRII\"\"\"\ny= 26 \"RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRRRRRRRIIIIII\"\ny= 28 .RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRRRRRRRIIIIII~\ny= 30 .####RRRRRR,#RRCCCCCCCC,##CCCCRRRR,#RRRRRRRR#RRRR####II###\"~\ny= 32 \"\"\"\"#RRRRRR,#RRCCCCCCCC#,#CCCCRRRR#,RRRRRRRR#RRRR,#,=II#EEE~\ny= 34 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#EEE~\ny= 36 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#\"~~~\ny= 38 \"\"\".####################################################~~~~\ny= 40 \"\"\".=.PPRRRRRRR=rr,CCRRCC#CCRRRRRRRRRRRRRRrr##,+########~~~~\ny= 42 \"\"\"\"=.PPRRRRRRR#rr#CCRRCC#CCRRRRRRRRRRRRRRrr=k,kIIIOOOI#~~~~\ny= 44 \"\"\"\"=.#RRRRRRRRCCCCCCCCCC#CC,#kkk=RRRRRRRR~k=+,~IIIOOOI~~~~~\ny= 46 \"\"\"\"###RRRRRRRRCCCCCCCCCC#CC######RRRRRRRR~~++~~~~+~~~~~~~~~\ny= 48 .RRR#RRRRFFRRRRCCCCCCCCCC#CCCCRRFFRRRR#~#~~+++~~~~+~~~~~~~~~\ny= 50 #RRR#RRRRFFRRRRCCCCCCCCCC#CCCCRRFFRRRR~~#~~+\"+~~~~+~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~+~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~PPRSSS++~~+~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#+++++PPRSSS++~~+~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"\"+++++++~~+~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCPPCCCC#CCCC#~~+~~~~~\"\"\"~~~~~+~\"+\"\".\"\"~~~~\ny= 62 \"\".\"IIII#IIIIIICCCCPPCCCC#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##~~+~+=#II,\"\"\",\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..\"\"IIII#IIIIIICC~~~IIEE=CC+,\"\"\",\"\"\".\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"..\"\".\ny= 76 \"\"\"\"#############~~~IIEEPPI+\"\"\".\"\"\".\"......\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"\"\"IIII#IIIIII~~~~II###PPI\"\"\"\".\"\"\".\"\"\"..\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 80 \"\"\".IIII#IIIIII~~~~II#\"\"=#\"\".\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 82 \"\"\"\"IIII#IIII~~~~~\"##II+=CC..\"\"..\"\".\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"..\"\"\"\ny= 84 .\"\"\"IIII#IIII~~~~\"\"#III##CC\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\".\"\"\ny= 86 ~\"\".#,ii#===~~~~\"\"##IICC=\"\"\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\".\"\"\ny= 88 ~\"\"\"##ii=~==~~~.\"\"#\"\"#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 (30,20)):\n       3         4         5         6         \n       0123456789012345678901234567890123456789\ny= 20  =RRR#RRR#RRR#,,.#III=#III#III#III#III=#I\ny= 21  =RRR#RRR#RRR#,..#III=#III#III#III#III=#I\ny= 22  ########################################\ny= 23  =RRR#RRR#RRR#III#III=#III#III#III#III=#I\ny= 24  =RRR#RRR#RRR#III#III=#III#III#III#III=#I\ny= 25  =RRR#RRR#RRR#III#III=#III#III#III#III=#I\ny= 26  ########################################\ny= 27  =RRR#RRR#RRR#RRR#III=#III#III#III#III=#I\ny= 28  =RRR#RRR#RRR#RRR#III=#III#III#III#III=#I\ny= 29  =RRR#RRR#RRR#RRR#III=#III#III#III#III=#I\ny= 30  ################,,.#########...#######,,\ny= 31  =CCC#CCC#CCC#CCC,,.,=#CCC#CCC..RR#RRR=,,\ny= 32  =CCC#CCC#CCC#CCC,..,=#CCC#CCC..RR#RRR=,.\ny= 33  =CCC#CCC#CCC#CCC#,,,=#CCC#CCC#RRR#RRR=#,\ny= 34  ########################################\ny= 35  =CCC#CCC#CCC#CCC#CCC=#CCC#CCC#RRR#RRR=#R\ny= 36  =CCC#CCC#CCC#CCC#CCC=#CCC#CCC#RRR#RRR=#R\ny= 37  =CCC#CCC#CCC#CCC#CCC=#CCC#CCC#RRR#RRR=#R\ny= 38  ====#===#===#===#====#===#===#===#====#=\ny= 39  ########################################\ny= 40  =,RRR,,.#CCC#RRR#CCC=#CCC#RRR#RRR#RRR=#R\ny= 41  =,RRR,,.#CCC#RRR#CCC=#CCC#RRR#RRR#RRR=#R\ny= 42  =,RRR,..#CCC#RRR#CCC=#CCC#RRR#RRR#RRR=#R\ny= 43  ########################################\ny= 44  =CCC#CCC#CCC#CCC#CCC=#CCC#,,.#kkkkkkk=#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 0% | OK zoom view at (30,20) next turn\nYOUR NOTES FROM LAST TURN: Apr 1980: set tax 0 and all funding 0 to avoid annual deficit. Reassess July demand, population, crime, and any treasury; only build if revenue appears. Crime is currently safely below target but population is critically low.", "raw": "{\"thoughts\":\"With no treasury, construction is impossible. Keep taxes at 0% through the remaining growth window so demand can recover and the large existing powered, road-connected zone base can refill; crime is presently below the target.\",\"notes\":\"Jul 1980: funds remain $0, population 3,920, crime 48. Tax/funding all 0. Do not incur a January deficit; reassess Oct for demand and spontaneous regrowth, then consider a short tax period only if population has recovered.\",\"actions\":[{\"type\":\"tax\",\"rate\":0},{\"type\":\"funding\",\"road\":0,\"fire\":0,\"police\":0},{\"type\":\"zoom\",\"x\":0,\"y\":0}]}", "routed_model": "openai/gpt-5.6-terra", "usage": {"prompt_tokens": 4433, "completion_tokens": 293, "total_tokens": 4726, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 4431, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.01605725, "upstream_inference_prompt_cost": 0.01218965, "upstream_inference_completions_cost": 0.0038676}, "completion_tokens_details": {"reasoning_tokens": 140, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.01605725, "latency_s": 4.83, "thoughts": "With no treasury, construction is impossible. Keep taxes at 0% through the remaining growth window so demand can recover and the large existing powered, road-connected zone base can refill; crime is presently below the target.", "notes": "Jul 1980: funds remain $0, population 3,920, crime 48. Tax/funding all 0. Do not incur a January deficit; reassess Oct for demand and spontaneous regrowth, then consider a short tax period only if population has recovered.", "actions": [{"type": "tax", "rate": 0}, {"type": "funding", "road": 0, "fire": 0, "police": 0}, {"type": "zoom", "x": 0, "y": 0}], "actions_dropped": 0, "results": ["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": 3920, "funds": 0, "score": 480, "tax": 0}, "info": {"unpowered_zones": 6, "zones_r": 141, "zones_c": 70, "zones_i": 90, "free_sites": 10}, "wall_s": 604.6}
{"turn": 36, "date": "Oct 1980", "model": "openai/gpt-5.6-terra", "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: $0   tax rate 0%   funding: road 0%, fire 0%, police 0%\n  last January's budget: tax income $0, requested road $2,427, fire $200, police $600; cash flow $-3,227/yr\nPOPULATION: 3,580 now (official census 4,100, Town); residents 83, commerce 8, industry 4 (engine units)\nZONES: residential 141, commercial 70, industrial 90; unpowered zones: 6\nDEMAND (-100..+100, positive = the city wants more of it): residential -28, commercial -100, industrial -5\nCITY SCORE (re-evaluated each January, like the official census): 480 / 1000 (change +156 at the last evaluation); approval 41%; top problems (share of citizens): crime 12%, pollution 11%, housing costs 5%\nAVERAGES (0-255, lower is better except land value): crime 48, pollution 54, traffic 0, land value 66\nSERVICES: coal plants 2, nuclear 3, police 6, fire stations 2, stadiums 1, seaports 1, airports 1; road tiles 2312, rail tiles 578; 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 x6: (12,40) (18,52) (38,60) (48,76) (80,55) (94,63); fire station x2: (18,48) (64,48); stadium x1: (87,53); seaport x1: (103,42); airport x1: (69,11)\nUNPOWERED ZONES (top-left): (8,3) (9,6) (13,86) (32,40) (35,7) (85,40)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (56,44) (47,31) (35,40) (68,30) (43,19) (47,14) (22,31) (56,10) (36,10) (56,72)\nLARGE OPEN AREAS (top-left, size): (97,66) 23x23 (68,69) 20x20 (106,0) 14x14 (55,77) 12x12 (17,0) 9x9 (0,11) 9x9\nHOT SPOTS (value@tile range): crime: 178@(18-19,74-75) 175@(80-81,20-21) 174@(20-21,74-75); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15); traffic: 76@(68-69,54-55)\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 .\"\"#\"\"\".\"\".\"\"\"#\"\"\"\"\".\"\"\"\"#\"\"...\"\"\"\"\"..\"\"\"\"\"\".\"\"\"#\".\",,\"\"\"\"\"\"\ny=  2 .\"\"#rr\"\"\"\"\"\"\"\"#\"\"\"\"\".\"\"\"RRRR.CCCC\"\"\"..\"\"\"\"\"\"\"\"\"\"#\"\"\"+\"\"\"..\"\"\ny=  4 .\"\"#rr\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"\"RRRRRCCCC\"\"\"\".\"\".\"\"\"\"\"CC#\"\"\"+\"\"\"\"\"\".\ny=  6 .\"\"#rr\"\".\"\".\"\"#RRrrRRRCCRRRRIIIIRCCCCC\"\"CC\"\"\"\"CC#CC.+\"\"\"\"\"\".\ny=  8 \"\"\".rr#########RRrrRRRCCRRRRIIIIRCCCCC##CC#######CC.+\".\"\"\"..\ny= 10 \"\"\".+...#RRRRRRCC#,RRIIII#II,#IIIIAAAAIIRRRR#RRRRRR.+..\"\"\"\"\"\ny= 12 ..\".+...#RRRRRRCC##RRIIII#II##IIIIAAAAIIRRRR#RRRRRR##..\"\"\"\"\"\ny= 14 \"\"\".++++#,#RRRRCCCCCCII#,#IIIIIIIIAAAAIIRRRR#,,,#RR,+II\"\"\"\"\"\ny= 16 \"\"\"\"....#=#RRRRCCCCCCII#=#IIIIIIIIAAAAIIRRRR#===#RR==II\"\"\"\"\"\ny= 18 \"\"\"\".RR.#RRRRRRRRRRRR##II#IIIIIIIIIIIIIIIIII#RRRRRRRRRRII\"\"\"\ny= 20 ..\"\".RR.#RRRRRRRRRRRR#,II#IIIIIIIIIIIIIIIIII#RRRRRRRRRRIIII\"\ny= 22 \"\"\"\"#RR##RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#####RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#kkk#RRRRkkk=RRII\"\"\"\ny= 26 \"RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRRRRRRRIIIIII\"\ny= 28 .RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRRRRRRRIIIIII~\ny= 30 .####RRRRRR,#RRCCCCCCCC,##CCCCRRRR,#RRRRRRRR#RRRR####II###\"~\ny= 32 \"\"\"\"#RRRRRR,#RRCCCCCCCC#,#CCCCRRRR#,RRRRRRRR#RRRR,#,=II#EEE~\ny= 34 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#EEE~\ny= 36 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#\"~~~\ny= 38 \"\"\".####################################################~~~~\ny= 40 \"\"\".=.PPRRRRRRR=rr,CCRRCC#CCRRRRRRRRRRRRRRrr##,+########~~~~\ny= 42 \"\"\"\"=.PPRRRRRRR#rr#CCRRCC#CCRRRRRRRRRRRRRRrr=k,kIIIOOOI#~~~~\ny= 44 \"\"\"\"=.#RRRRRRRRCCCCCCCCCC#CC,#kkk=RRRRRRRR~k=+,~IIIOOOI~~~~~\ny= 46 \"\"\"\"###RRRRRRRRCCCCCCCCCC#CC######RRRRRRRR~~++~~~~+~~~~~~~~~\ny= 48 .RRR#RRRRFFRRRRCCCCCCCCCC#CCCCRRFFRRRR#~#~~+++~~~~+~~~~~~~~~\ny= 50 #RRR#RRRRFFRRRRCCCCCCCCCC#CCCCRRFFRRRR~~#~~+\"+~~~~+~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~+~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~PPRSSS++~~+~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#+++++PPRSSS++~~+~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"\"+++++++~~+~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCPPCCCC#CCCC#~~+~~~~~\"\"\"~~~~~+~\"+\"\".\"\"~~~~\ny= 62 \"\".\"IIII#IIIIIICCCCPPCCCC#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##~~+~+=#II,\"\"\",\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..\"\"IIII#IIIIIICC~~~IIEE=CC+,\"\"\",\"\"\".\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"..\"\".\ny= 76 \"\"\"\"#############~~~IIEEPPI+\"\"\".\"\"\".\"......\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"\"\"IIII#IIIIII~~~~II###PPI\"\"\"\".\"\"\".\"\"\"..\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 80 \"\"\".IIII#IIIIII~~~~II#\"\"=#\"\".\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 82 \"\"\"\"IIII#IIII~~~~~\"##II+=CC..\"\"..\"\".\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"..\"\"\"\ny= 84 .\"\"\"IIII#IIII~~~~\"\"#III##CC\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\".\"\"\ny= 86 ~\"\".#,ii#===~~~~\"\"##IICC=\"\"\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\".\"\"\ny= 88 ~\"\"\"##ii=~==~~~.\"\"#\"\"#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 (0,0)):\n       0         1         2         3         \n       0123456789012345678901234567890123456789\ny=  0  ......#................\"\"...#...........\ny=  1  ...\"\".##\"\"\"\"\"\"...\"\"\"...\"\"\"\".#.\"\"\"\"\".\"\"\".\ny=  2  ..\"\"\"\"\"#\"\"\"\"\"\"...\"\"\"\"\".\"\"\"\".#.\"\"\"\"\".\"\"\".\ny=  3  ..\"\"\"\"\"#RRR\"\"\".\"\".\"\"\"\"\"\"\".\"\"#.\"\"\"\"\".\"\"\".\ny=  4  ..\"\"\"\"\"#RRR\"\"\".\"\"\".\"\"\"\"\"\"\"\"\"#...\"\".\"\"\"\".\ny=  5  ..\"\"\"\"\"#RRR\"\"..\"\"\".\"\"\"\"\"\"\"\"\"##....\"\"\"\"\".\ny=  6  ..\"\"\"\"\"##RRR.......\"\"\"...\"\"..#RRR.\"\"\"\"\".\ny=  7  ..\"\"\"\"..#RRR\"\"\"\"...\"\"\".......#RRR.+RRR.R\ny=  8  \"\"\"\"\"...#RRR\"\"\"\"...\"\"\".......#RRR.+RRR.R\ny=  9  \"\".\"\"...###########################RRR.R\ny= 10  \"\"\"\"\"\"..++.......#RRR#RRR#RRR#=CCC#,,,.R\ny= 11  \"\"\"\"\"\"...+.......#RRR#RRR#RRR#=CCC#,,,.R\ny= 12  .........+.......#RRR#RRR#RRR#=CCC#,,..R\ny= 13  ....\"\"...+.......#######################\ny= 14  \"\"\".\"\"...++++++++#,,.#RRR#RRR#=CCC#CCC#C\ny= 15  \"\"\"\".............#,,.#RRR#RRR#=CCC#CCC#C\ny= 16  \"\"\"\".\"\"\".........#,..#RRR#RRR#=CCC#CCC#C\ny= 17  \"\"\".\"\"\"\".........#===#===#===#====#===#=\ny= 18  \"\"\".\"\"\"\".........#######################\ny= 19  \"\"\".\"\"\"\"..RRR....#RRR#RRR#RRR#=RRR#RRR#R\ny= 20  ....\"\"\"\"..RRR....#RRR#RRR#RRR#=RRR#RRR#R\ny= 21  ....\"\"\"\"..RRR#...#RRR#RRR#RRR#=RRR#RRR#R\ny= 22  \"\"\"\".\"\"\"################################\ny= 23  \"\"\"\".\"\"\"#=RRR#kkk#RRR#RRR#RRR#=RRR#RRR#R\ny= 24  \"\"\"\"\".\"\"#=RRR#kkk#RRR#RRR#RRR#=RRR#RRR#R\n\nEVENTS SINCE LAST TURN: none\nRESULTS OF YOUR LAST ACTIONS: OK tax rate set to 0% | OK funding set: road 0%, fire 0%, police 0% | OK zoom view at (0,0) next turn\nYOUR NOTES FROM LAST TURN: Jul 1980: funds remain $0, population 3,920, crime 48. Tax/funding all 0. Do not incur a January deficit; reassess Oct for demand and spontaneous regrowth, then consider a short tax period only if population has recovered.", "raw": "{\"thoughts\":\"The city has no funds and already meets the crime threshold, so the only viable short-term policy is to preserve maximum growth incentives and avoid any January operating charge. Existing zoned capacity and infrastructure must carry the recovery without new construction.\",\"notes\":\"Oct 1980: keep tax and all funding at 0% to avoid treasury loss; crime is 48 but population is critically low. Reassess after January 1981 for any tax receipts, population movement, and whether limited police funding becomes affordable.\",\"actions\":[]}", "routed_model": "openai/gpt-5.6-terra", "usage": {"prompt_tokens": 4435, "completion_tokens": 897, "total_tokens": 5332, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 4433, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.02403555, "upstream_inference_prompt_cost": 0.01219515, "upstream_inference_completions_cost": 0.0118404}, "completion_tokens_details": {"reasoning_tokens": 783, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.02403555, "latency_s": 13.94, "thoughts": "The city has no funds and already meets the crime threshold, so the only viable short-term policy is to preserve maximum growth incentives and avoid any January operating charge. Existing zoned capacity and infrastructure must carry the recovery without new construction.", "notes": "Oct 1980: keep tax and all funding at 0% to avoid treasury loss; crime is 48 but population is critically low. Reassess after January 1981 for any tax receipts, population movement, and whether limited police funding becomes affordable.", "actions": [], "actions_dropped": 0, "results": [], "state": {"population_now": 3580, "funds": 0, "score": 480, "tax": 0}, "info": {"unpowered_zones": 6, "zones_r": 141, "zones_c": 70, "zones_i": 90, "free_sites": 10}, "wall_s": 618.7}
{"turn": 37, "date": "Jan 1981", "model": "openai/gpt-5.6-terra", "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: $0   tax rate 0%   funding: road 100%, fire 100%, police 100%\n  last January's budget: tax income $0, requested road $2,420, fire $200, police $600; cash flow $-3,220/yr\nPOPULATION: 6,400 now (official census 5,800, Town); residents 112, commerce 7, industry 19 (engine units)\nZONES: residential 141, commercial 70, industrial 90; unpowered zones: 6\nDEMAND (-100..+100, positive = the city wants more of it): residential -1, commercial -64, industrial +32\nCITY SCORE (re-evaluated each January, like the official census): 740 / 1000 (change +260 at the last evaluation); approval 70%; top problems (share of citizens): pollution 10%, housing costs 10%, crime 6%\nAVERAGES (0-255, lower is better except land value): crime 47, pollution 45, traffic 0, land value 66\nSERVICES: coal plants 2, nuclear 3, police 6, fire stations 2, stadiums 1, seaports 1, airports 1; road tiles 2302, rail tiles 578; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 47); population must be >= 25,000\n\nBUILDINGS (top-left; * = unpowered): coal power plant x2: (44,74) (113,32); nuclear power plant x3: (107,95) (111,95) (115,95); police station x6: (12,40) (18,52) (38,60) (48,76) (80,55) (94,63); fire station x2: (18,48) (64,48); stadium x1: (87,53); seaport x1: (103,42); airport x1: (69,11)\nUNPOWERED ZONES (top-left): (8,3) (9,6) (13,86) (32,40) (35,7) (85,40)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (56,44) (47,31) (35,40) (68,30) (43,19) (47,14) (22,31) (56,10) (36,10) (56,72)\nLARGE OPEN AREAS (top-left, size): (97,66) 23x23 (68,69) 20x20 (106,0) 14x14 (55,77) 12x12 (17,0) 9x9 (0,11) 9x9\nHOT SPOTS (value@tile range): crime: 153@(82-83,20-21) 153@(56-57,20-21) 153@(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 .\"\"#\"\"\".\"\".\"\"\"#\"\"\"\"\".\"\"\"\"#\"\"...\"\"\"\"\"..\"\"\"\"\"\".\"\"\"#\".\",,\"\"\"\"\"\"\ny=  2 .\"\"#rr\"\"\"\"\"\"\"\"#\"\"\"\"\".\"\"\"RRRR.CCCC\"\"\"..\"\"\"\"\"\"\"\"\"\"#\"\"\"+\"\"\"..\"\"\ny=  4 .\"\"#rr\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"\"RRRRRCCCC\"\"\"\".\"\".\"\"\"\"\"CC#\"\"\"+\"\"\"\"\"\".\ny=  6 .\"\"#rr\"\".\"\".\"\"#RRrrRRRCCRRRRIIIIRCCCCC\"\"CC\"\"\"\"CC#CC.+\"\"\"\"\"\".\ny=  8 \"\"\".rr#########RRrrRRRCCRRRRIIIIRCCCCC##CC#######CC.+\".\"\"\"..\ny= 10 \"\"\".+...#RRRRRRCC#,RRIIII#II,#IIIIAAAAIIRRRR#RRRRRR.+..\"\"\"\"\"\ny= 12 ..\".+...#RRRRRRCC##RRIIII#II##IIIIAAAAIIRRRR#RRRRRR##..\"\"\"\"\"\ny= 14 \"\"\".++++#,#RRRRCCCCCCII#,#IIIIIIIIAAAAIIRRRR#,,,#RR,+II\"\"\"\"\"\ny= 16 \"\"\"\"....#=#RRRRCCCCCCII#=#IIIIIIIIAAAAIIRRRR#===#RR==II\"\"\"\"\"\ny= 18 \"\"\"\".RR.#RRRRRRRRRRRR##II#IIIIIIIIIIIIIIIIII#RRRRRRRRRRII\"\"\"\ny= 20 ..\"\".RR.#RRRRRRRRRRRR#,II#IIIIIIIIIIIIIIIIII#RRRRRRRRRRIIII\"\ny= 22 \"\"\"\"#RR##RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#####RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#kkk#RRRRkkk=RRII\"\"\"\ny= 26 \"RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRRRRRRRIIIIII\"\ny= 28 .RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRRRRRRRIIIIII~\ny= 30 .####RRRRRR,#RRCCCCCCCC,##CCCCRRRR,#RRRRRRRR#RRRR####II###\"~\ny= 32 \"\"\"\"#RRRRRR,#RRCCCCCCCC#,#CCCCRRRR#,RRRRRRRR#RRRR,#,=II#EEE~\ny= 34 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#EEE~\ny= 36 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#\"~~~\ny= 38 \"\"\".####################################################~~~~\ny= 40 \"\"\".=.PPRRRRRRR=rr,CCRRCC#CCRRRRRRRRRRRRRRrr##,+########~~~~\ny= 42 \"\"\"\"=.PPRRRRRRR#rr#CCRRCC#CCRRRRRRRRRRRRRRrr=k,kIIIOOOI#~~~~\ny= 44 \"\"\"\"=.#RRRRRRRRCCCCCCCCCC#CC,#kkk=RRRRRRRR~k=+,~IIIOOOI~~~~~\ny= 46 \"\"\"\"###RRRRRRRRCCCCCCCCCC#CC######RRRRRRRR~~++~~~~+~~~~~~~~~\ny= 48 .RRR#RRRRFFRRRRCCCCCCCCCC#CCCCRRFFRRRR#~#~~+++~~~~+~~~~~~~~~\ny= 50 #RRR#RRRRFFRRRRCCCCCCCCCC#CCCCRRFFRRRR~~#~~+\"+~~~~+~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~+~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~PPRSSS++~~+~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#+++++PPRSSS++~~+~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"\"+++++++~~+~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCPPCCCC#CCCC#~~+~~~~~\"\"\"~~~~~+~\"+\"\".\"\"~~~~\ny= 62 \"\".\"IIII#IIIIIICCCCPPCCCC#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##~~+~+=#II,\"\"\",\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..\"\"IIII#IIIIIICC~~~IIEE=CC+,\"\"\",\"\"\".\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"..\"\".\ny= 76 \"\"\"\"#############~~~IIEEPPI+\"\"\".\"\"\".\"......\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"\"\"IIII#IIIIII~~~~II###PPI\"\"\"\".\"\"\".\"\"\"..\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 80 \"\"\".IIII#IIIIII~~~~II#\"\"=#\"\".\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 82 \"\"\"\"IIII#IIII~~~~~\"##II+=CC..\"\"..\"\".\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"..\"\"\"\ny= 84 .\"\"\"IIII#IIII~~~~\"\"#III##CC\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\".\"\"\ny= 86 ~\"\".#,ii#===~~~~\"\"##IICC=\"\"\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\".\"\"\ny= 88 ~\"\"\"##ii=~==~~~.\"\"#\"\"#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: Oct 1980: keep tax and all funding at 0% to avoid treasury loss; crime is 48 but population is critically low. Reassess after January 1981 for any tax receipts, population movement, and whether limited police funding becomes affordable.", "raw": "{\"thoughts\":\"The population target is severely behind, so growth must be prioritized immediately while preserving police effectiveness to keep crime below the threshold. Set a moderate 7% tax for the next January revenue cycle, keep police fully funded, and suspend road/fire spending temporarily since there are no fires and the existing network is extensive.\",\"notes\":\"Jan 1981: population 6,400, crime 47. Need maximize rapid zone growth through Jan 1982; industrial demand +32, residential nearly neutral, commercial poor. Police funding retained; road/fire suspended to preserve funds.\",\"actions\":[{\"type\":\"tax\",\"rate\":7},{\"type\":\"funding\",\"road\":0,\"fire\":0,\"police\":100},{\"type\":\"zoom\",\"x\":28,\"y\":26}]}", "routed_model": "openai/gpt-5.6-terra", "usage": {"prompt_tokens": 3750, "completion_tokens": 680, "total_tokens": 4430, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 3748, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.0192874, "upstream_inference_prompt_cost": 0.0103114, "upstream_inference_completions_cost": 0.008976}, "completion_tokens_details": {"reasoning_tokens": 516, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.0192874, "latency_s": 10.9, "thoughts": "The population target is severely behind, so growth must be prioritized immediately while preserving police effectiveness to keep crime below the threshold. Set a moderate 7% tax for the next January revenue cycle, keep police fully funded, and suspend road/fire spending temporarily since there are no fires and the existing network is extensive.", "notes": "Jan 1981: population 6,400, crime 47. Need maximize rapid zone growth through Jan 1982; industrial demand +32, residential nearly neutral, commercial poor. Police funding retained; road/fire suspended to preserve funds.", "actions": [{"type": "tax", "rate": 7}, {"type": "funding", "road": 0, "fire": 0, "police": 100}, {"type": "zoom", "x": 28, "y": 26}], "actions_dropped": 0, "results": ["OK tax rate set to 7%", "OK funding set: road 0%, fire 0%, police 100%", "OK zoom view at (28,26) next turn"], "state": {"population_now": 6400, "funds": 0, "score": 740, "tax": 0}, "info": {"unpowered_zones": 6, "zones_r": 141, "zones_c": 70, "zones_i": 90, "free_sites": 10}, "wall_s": 629.8}
{"turn": 38, "date": "Apr 1981", "model": "openai/gpt-5.6-terra", "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: $0   tax rate 7%   funding: road 0%, fire 0%, police 100%\n  last January's budget: tax income $0, requested road $2,420, fire $200, police $600; cash flow $-3,220/yr\nPOPULATION: 8,280 now (official census 5,800, Town); residents 118, commerce 6, industry 31 (engine units)\nZONES: residential 141, commercial 70, industrial 90; unpowered zones: 6\nDEMAND (-100..+100, positive = the city wants more of it): residential -68, commercial -55, industrial -57\nCITY SCORE (re-evaluated each January, like the official census): 740 / 1000 (change +260 at the last evaluation); approval 70%; top problems (share of citizens): pollution 10%, housing costs 10%, crime 6%\nAVERAGES (0-255, lower is better except land value): crime 47, pollution 48, traffic 0, land value 65\nSERVICES: coal plants 2, nuclear 3, police 6, fire stations 2, stadiums 1, seaports 1, airports 1; road tiles 2312, rail tiles 578; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 47); population must be >= 25,000\n\nBUILDINGS (top-left; * = unpowered): coal power plant x2: (44,74) (113,32); nuclear power plant x3: (107,95) (111,95) (115,95); police station x6: (12,40) (18,52) (38,60) (48,76) (80,55) (94,63); fire station x2: (18,48) (64,48); stadium x1: (87,53); seaport x1: (103,42); airport x1: (69,11)\nUNPOWERED ZONES (top-left): (8,3) (9,6) (13,86) (32,40) (35,7) (85,40)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (56,44) (47,31) (35,40) (68,30) (43,19) (47,14) (22,31) (56,10) (36,10) (56,72)\nLARGE OPEN AREAS (top-left, size): (97,66) 23x23 (68,69) 20x20 (106,0) 14x14 (55,77) 12x12 (17,0) 9x9 (0,11) 9x9\nHOT SPOTS (value@tile range): crime: 153@(82-83,20-21) 153@(56-57,20-21) 153@(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 .\"\"#\"\"\".\"\".\"\"\"#\"\"\"\"\".\"\"\"\"#\"\"...\"\"\"\"\"..\"\"\"\"\"\".\"\"\"#\".\",,\"\"\"\"\"\"\ny=  2 .\"\"#rr\"\"\"\"\"\"\"\"#\"\"\"\"\".\"\"\"RRRR.CCCC\"\"\"..\"\"\"\"\"\"\"\"\"\"#\"\"\"+\"\"\"..\"\"\ny=  4 .\"\"#rr\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"\"RRRRRCCCC\"\"\"\".\"\".\"\"\"\"\"CC#\"\"\"+\"\"\"\"\"\".\ny=  6 .\"\"#rr\"\".\"\".\"\"#RRrrRRRCCRRRRIIIIRCCCCC\"\"CC\"\"\"\"CC#CC.+\"\"\"\"\"\".\ny=  8 \"\"\".rr#########RRrrRRRCCRRRRIIIIRCCCCC##CC#######CC.+\".\"\"\"..\ny= 10 \"\"\".+...#RRRRRRCC#,RRIIII#II,#IIIIAAAAIIRRRR#RRRRRR.+..\"\"\"\"\"\ny= 12 ..\".+...#RRRRRRCC##RRIIII#II##IIIIAAAAIIRRRR#RRRRRR##..\"\"\"\"\"\ny= 14 \"\"\".++++#,#RRRRCCCCCCII#,#IIIIIIIIAAAAIIRRRR#,,,#RR,+II\"\"\"\"\"\ny= 16 \"\"\"\"....#=#RRRRCCCCCCII#=#IIIIIIIIAAAAIIRRRR#===#RR==II\"\"\"\"\"\ny= 18 \"\"\"\".RR.#RRRRRRRRRRRR##II#IIIIIIIIIIIIIIIIII#RRRRRRRRRRII\"\"\"\ny= 20 ..\"\".RR.#RRRRRRRRRRRR#,II#IIIIIIIIIIIIIIIIII#RRRRRRRRRRIIII\"\ny= 22 \"\"\"\"#RR##RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#####RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#kkk#RRRRkkk=RRII\"\"\"\ny= 26 \"RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRRRRRRRIIIIII\"\ny= 28 .RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRRRRRRRIIIIII~\ny= 30 .####RRRRRR,#RRCCCCCCCC,##CCCCRRRR,#RRRRRRRR#RRRR####II###\"~\ny= 32 \"\"\"\"#RRRRRR,#RRCCCCCCCC#,#CCCCRRRR#,RRRRRRRR#RRRR,#,=II#EEE~\ny= 34 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#EEE~\ny= 36 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#\"~~~\ny= 38 \"\"\".####################################################~~~~\ny= 40 \"\"\".=.PPRRRRRRR=rr,CCRRCC#CCRRRRRRRRRRRRRRrr##,+########~~~~\ny= 42 \"\"\"\"=.PPRRRRRRR#rr#CCRRCC#CCRRRRRRRRRRRRRRrr=k,kIIIOOOI#~~~~\ny= 44 \"\"\"\"=.#RRRRRRRRCCCCCCCCCC#CC,#kkk=RRRRRRRR~k=+,~IIIOOOI~~~~~\ny= 46 \"\"\"\"###RRRRRRRRCCCCCCCCCC#CC######RRRRRRRR~~++~~~~+~~~~~~~~~\ny= 48 .RRR#RRRRFFRRRRCCCCCCCCCC#CCCCRRFFRRRR#~#~~+++~~~~+~~~~~~~~~\ny= 50 #RRR#RRRRFFRRRRCCCCCCCCCC#CCCCRRFFRRRR~~#~~+\"+~~~~+~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~+~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~PPRSSS++~~+~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#+++++PPRSSS++~~+~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"\"+++++++~~+~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCPPCCCC#CCCC#~~+~~~~~\"\"\"~~~~~+~\"+\"\".\"\"~~~~\ny= 62 \"\".\"IIII#IIIIIICCCCPPCCCC#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##~~+~+=#II,\"\"\",\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..\"\"IIII#IIIIIICC~~~IIEE=CC+,\"\"\",\"\"\".\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"..\"\".\ny= 76 \"\"\"\"#############~~~IIEEPPI+\"\"\".\"\"\".\"......\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"\"\"IIII#IIIIII~~~~II###PPI\"\"\"\".\"\"\".\"\"\"..\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 80 \"\"\".IIII#IIIIII~~~~II#\"\"=#\"\".\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 82 \"\"\"\"IIII#IIII~~~~~\"##II+=CC..\"\"..\"\".\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"..\"\"\"\ny= 84 .\"\"\"IIII#IIII~~~~\"\"#III##CC\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\".\"\"\ny= 86 ~\"\".#,ii#===~~~~\"\"##IICC=\"\"\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\".\"\"\ny= 88 ~\"\"\"##ii=~==~~~.\"\"#\"\"#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 (28,26)):\n         3         4         5         6       \n       8901234567890123456789012345678901234567\ny= 26  ########################################\ny= 27  R#=RRR#RRR#RRR#RRR#III=#III#III#III#III=\ny= 28  R#=RRR#RRR#RRR#RRR#III=#III#III#III#III=\ny= 29  R#=RRR#RRR#RRR#RRR#III=#III#III#III#III=\ny= 30  ##################,,.#########...#######\ny= 31  R#=CCC#CCC#CCC#CCC,,.,=#CCC#CCC..RR#RRR=\ny= 32  R#=CCC#CCC#CCC#CCC,..,=#CCC#CCC..RR#RRR=\ny= 33  R#=CCC#CCC#CCC#CCC#,,,=#CCC#CCC#RRR#RRR=\ny= 34  ########################################\ny= 35  R#=CCC#CCC#CCC#CCC#CCC=#CCC#CCC#RRR#RRR=\ny= 36  R#=CCC#CCC#CCC#CCC#CCC=#CCC#CCC#RRR#RRR=\ny= 37  R#=CCC#CCC#CCC#CCC#CCC=#CCC#CCC#RRR#RRR=\ny= 38  =#====#===#===#===#====#===#===#===#====\ny= 39  ########################################\ny= 40  R#=,RRR,,.#CCC#RRR#CCC=#CCC#RRR#RRR#RRR=\ny= 41  R#=,RRR,,.#CCC#RRR#CCC=#CCC#RRR#RRR#RRR=\ny= 42  R#=,RRR,..#CCC#RRR#CCC=#CCC#RRR#RRR#RRR=\ny= 43  ########################################\ny= 44  R#=CCC#CCC#CCC#CCC#CCC=#CCC#,,.#kkkkkkk=\ny= 45  R#=CCC#CCC#CCC#CCC#CCC=#CCC#,,.#kkkkkkk=\ny= 46  R#=CCC#CCC#CCC#CCC#CCC=#CCC#,..#kkkkkkk=\ny= 47  ########################################\ny= 48  R#=CCC#CCC#CCC#CCC#CCC=#CCC#CCC#RRR#FFF=\ny= 49  R#=CCC#CCC#CCC#CCC#CCC=#CCC#CCC#RRR#FFF=\ny= 50  R#=CCC#CCC#CCC#CCC#CCC=#CCC#CCC#RRR#FFF=\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 100% | OK zoom view at (28,26) next turn\nYOUR NOTES FROM LAST TURN: Jan 1981: population 6,400, crime 47. Need maximize rapid zone growth through Jan 1982; industrial demand +32, residential nearly neutral, commercial poor. Police funding retained; road/fire suspended to preserve funds.", "raw": "{\"thoughts\":\"With no cash and only nine months remaining, the only viable lever is aggressively low taxes to improve demand and allow existing powered, road-served zones to develop. Keep police fully funded for the January crime evaluation while deferring roads and fire service costs.\",\"notes\":\"Set tax to 0% through deadline for maximum possible late growth; retain police 100%, road/fire 0%. Check January population and crime immediately next turn.\",\"actions\":[{\"type\":\"tax\",\"rate\":0},{\"type\":\"funding\",\"road\":0,\"fire\":0,\"police\":100}]}", "routed_model": "openai/gpt-5.6-terra", "usage": {"prompt_tokens": 4419, "completion_tokens": 437, "total_tokens": 4856, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 4417, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.01791955, "upstream_inference_prompt_cost": 0.01215115, "upstream_inference_completions_cost": 0.0057684}, "completion_tokens_details": {"reasoning_tokens": 312, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.01791955, "latency_s": 10.28, "thoughts": "With no cash and only nine months remaining, the only viable lever is aggressively low taxes to improve demand and allow existing powered, road-served zones to develop. Keep police fully funded for the January crime evaluation while deferring roads and fire service costs.", "notes": "Set tax to 0% through deadline for maximum possible late growth; retain police 100%, road/fire 0%. Check January population and crime immediately next turn.", "actions": [{"type": "tax", "rate": 0}, {"type": "funding", "road": 0, "fire": 0, "police": 100}], "actions_dropped": 0, "results": ["OK tax rate set to 0%", "OK funding set: road 0%, fire 0%, police 100%"], "state": {"population_now": 8280, "funds": 0, "score": 740, "tax": 7}, "info": {"unpowered_zones": 6, "zones_r": 141, "zones_c": 70, "zones_i": 90, "free_sites": 10}, "wall_s": 640.2}
{"turn": 39, "date": "Jul 1981", "model": "openai/gpt-5.6-terra", "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: $0   tax rate 0%   funding: road 0%, fire 0%, police 100%\n  last January's budget: tax income $0, requested road $2,420, fire $200, police $600; cash flow $-3,220/yr\nPOPULATION: 8,640 now (official census 5,800, Town); residents 112, commerce 13, industry 27 (engine units)\nZONES: residential 141, commercial 70, industrial 90; unpowered zones: 6\nDEMAND (-100..+100, positive = the city wants more of it): residential -100, commercial -32, industrial -100\nCITY SCORE (re-evaluated each January, like the official census): 740 / 1000 (change +260 at the last evaluation); approval 70%; top problems (share of citizens): pollution 10%, housing costs 10%, crime 6%\nAVERAGES (0-255, lower is better except land value): crime 52, pollution 48, traffic 0, land value 65\nSERVICES: coal plants 2, nuclear 3, police 6, fire stations 2, stadiums 1, seaports 1, airports 1; road tiles 2302, rail tiles 578; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 52); 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 x6: (12,40) (18,52) (38,60) (48,76) (80,55) (94,63); fire station x2: (18,48) (64,48); stadium x1: (87,53); seaport x1: (103,42); airport x1: (69,11)\nUNPOWERED ZONES (top-left): (8,3) (9,6) (13,86) (32,40) (35,7) (85,40)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (56,44) (47,31) (35,40) (68,30) (43,19) (47,14) (22,31) (56,10) (36,10) (56,72)\nLARGE OPEN AREAS (top-left, size): (97,66) 23x23 (68,69) 20x20 (106,0) 14x14 (55,77) 12x12 (17,0) 9x9 (0,11) 9x9\nHOT SPOTS (value@tile range): crime: 199@(58-59,20-21) 185@(60-61,20-21) 182@(20-21,78-79); 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 .\"\"#\"\"\".\"\".\"\"\"#\"\"\"\"\".\"\"\"\"#\"\"...\"\"\"\"\"..\"\"\"\"\"\".\"\"\"#\".\",,\"\"\"\"\"\"\ny=  2 .\"\"#rr\"\"\"\"\"\"\"\"#\"\"\"\"\".\"\"\"RRRR.CCCC\"\"\"..\"\"\"\"\"\"\"\"\"\"#\"\"\"+\"\"\"..\"\"\ny=  4 .\"\"#rr\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"\"RRRRRCCCC\"\"\"\".\"\".\"\"\"\"\"CC#\"\"\"+\"\"\"\"\"\".\ny=  6 .\"\"#rr\"\".\"\".\"\"#RRrrRRRCCRRRRIIIIRCCCCC\"\"CC\"\"\"\"CC#CC.+\"\"\"\"\"\".\ny=  8 \"\"\".rr#########RRrrRRRCCRRRRIIIIRCCCCC##CC#######CC.+\".\"\"\"..\ny= 10 \"\"\".+...#RRRRRRCC#,RRIIII#II,#IIIIAAAAIIRRRR#RRRRRR.+..\"\"\"\"\"\ny= 12 ..\".+...#RRRRRRCC##RRIIII#II##IIIIAAAAIIRRRR#RRRRRR##..\"\"\"\"\"\ny= 14 \"\"\".++++#,#RRRRCCCCCCII#,#IIIIIIIIAAAAIIRRRR#,,,#RR,+II\"\"\"\"\"\ny= 16 \"\"\"\"....#=#RRRRCCCCCCII#=#IIIIIIIIAAAAIIRRRR#===#RR==II\"\"\"\"\"\ny= 18 \"\"\"\".RR.#RRRRRRRRRRRR##II#IIIIIIIIIIIIIIIIII#RRRRRRRRRRII\"\"\"\ny= 20 ..\"\".RR.#RRRRRRRRRRRR#,II#IIIIIIIIIIIIIIIIII#RRRRRRRRRRIIII\"\ny= 22 \"\"\"\"#RR##RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#####RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#kkk#RRRRkkk=RRII\"\"\"\ny= 26 \"RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRRRRRRRIIIIII\"\ny= 28 .RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRRRRRRRIIIIII~\ny= 30 .####RRRRRR,#RRCCCCCCCC,##CCCCRRRR,#RRRRRRRR#RRRR####II###\"~\ny= 32 \"\"\"\"#RRRRRR,#RRCCCCCCCC#,#CCCCRRRR#,RRRRRRRR#RRRR,#,=II#EEE~\ny= 34 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#EEE~\ny= 36 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#\"~~~\ny= 38 \"\"\".####################################################~~~~\ny= 40 \"\"\".=.PPRRRRRRR=rr,CCRRCC#CCRRRRRRRRRRRRRRrr##,+########~~~~\ny= 42 \"\"\"\"=.PPRRRRRRR#rr#CCRRCC#CCRRRRRRRRRRRRRRrr=k,kIIIOOOI#~~~~\ny= 44 \"\"\"\"=.#RRRRRRRRCCCCCCCCCC#CC,#kkk=RRRRRRRR~k=+,~IIIOOOI~~~~~\ny= 46 \"\"\"\"###RRRRRRRRCCCCCCCCCC#CC######RRRRRRRR~~++~~~~+~~~~~~~~~\ny= 48 .RRR#RRRRFFRRRRCCCCCCCCCC#CCCCRRFFRRRR#~#~~+++~~~~+~~~~~~~~~\ny= 50 #RRR#RRRRFFRRRRCCCCCCCCCC#CCCCRRFFRRRR~~#~~+\"+~~~~+~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~+~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~PPRSSS++~~+~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#+++++PPRSSS++~~+~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"\"+++++++~~+~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCPPCCCC#CCCC#~~+~~~~~\"\"\"~~~~~+~\"+\"\".\"\"~~~~\ny= 62 \"\".\"IIII#IIIIIICCCCPPCCCC#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##~~+~+=#II,\"\"\",\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..\"\"IIII#IIIIIICC~~~IIEE=CC+,\"\"\",\"\"\".\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"..\"\".\ny= 76 \"\"\"\"#############~~~IIEEPPI+\"\"\".\"\"\".\"......\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"\"\"IIII#IIIIII~~~~II###PPI\"\"\"\".\"\"\".\"\"\"..\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 80 \"\"\".IIII#IIIIII~~~~II#\"\"=#\"\".\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 82 \"\"\"\"IIII#IIII~~~~~\"##II+=CC..\"\"..\"\".\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"..\"\"\"\ny= 84 .\"\"\"IIII#IIII~~~~\"\"#III##CC\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\".\"\"\ny= 86 ~\"\".#,ii#===~~~~\"\"##IICC=\"\"\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\".\"\"\ny= 88 ~\"\"\"##ii=~==~~~.\"\"#\"\"#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: OK tax rate set to 0% | OK funding set: road 0%, fire 0%, police 100%\nYOUR NOTES FROM LAST TURN: Set tax to 0% through deadline for maximum possible late growth; retain police 100%, road/fire 0%. Check January population and crime immediately next turn.", "raw": "{\"thoughts\":\"Crime is already below the scenario threshold, but population is critically low and the final quarter offers the only chance for late regrowth. Keep taxes at zero and police fully funded to preserve maximum growth conditions and crime control through the January evaluation.\",\"notes\":\"Final-quarter strategy: 0% tax, police 100%, road/fire 0%; no funds available for construction. Check January evaluation for population and average crime.\",\"actions\":[{\"type\":\"tax\",\"rate\":0},{\"type\":\"funding\",\"road\":0,\"fire\":0,\"police\":100},{\"type\":\"zoom\",\"x\":40,\"y\":30}]}", "routed_model": "openai/gpt-5.6-terra", "usage": {"prompt_tokens": 3753, "completion_tokens": 361, "total_tokens": 4114, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 3751, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.01508485, "upstream_inference_prompt_cost": 0.01031965, "upstream_inference_completions_cost": 0.0047652}, "completion_tokens_details": {"reasoning_tokens": 227, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.01508485, "latency_s": 5.44, "thoughts": "Crime is already below the scenario threshold, but population is critically low and the final quarter offers the only chance for late regrowth. Keep taxes at zero and police fully funded to preserve maximum growth conditions and crime control through the January evaluation.", "notes": "Final-quarter strategy: 0% tax, police 100%, road/fire 0%; no funds available for construction. Check January evaluation for population and average crime.", "actions": [{"type": "tax", "rate": 0}, {"type": "funding", "road": 0, "fire": 0, "police": 100}, {"type": "zoom", "x": 40, "y": 30}], "actions_dropped": 0, "results": ["OK tax rate set to 0%", "OK funding set: road 0%, fire 0%, police 100%", "OK zoom view at (40,30) next turn"], "state": {"population_now": 8640, "funds": 0, "score": 740, "tax": 0}, "info": {"unpowered_zones": 6, "zones_r": 141, "zones_c": 70, "zones_i": 90, "free_sites": 10}, "wall_s": 645.8}
{"turn": 40, "date": "Oct 1981", "model": "openai/gpt-5.6-terra", "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: $0   tax rate 0%   funding: road 0%, fire 0%, police 100%\n  last January's budget: tax income $0, requested road $2,420, fire $200, police $600; cash flow $-3,220/yr\nPOPULATION: 7,780 now (official census 5,800, Town); residents 93, commerce 12, industry 25 (engine units)\nZONES: residential 141, commercial 70, industrial 90; 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): 740 / 1000 (change +260 at the last evaluation); approval 70%; top problems (share of citizens): pollution 10%, housing costs 10%, crime 6%\nAVERAGES (0-255, lower is better except land value): crime 56, pollution 47, traffic 0, land value 62\nSERVICES: coal plants 2, nuclear 3, police 6, fire stations 2, stadiums 1, seaports 1, airports 1; road tiles 2302, rail tiles 578; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 56); 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 x6: (12,40) (18,52) (38,60) (48,76) (80,55) (94,63); fire station x2: (18,48) (64,48); stadium x1: (87,53); seaport x1: (103,42); airport x1: (69,11)\nUNPOWERED ZONES (top-left): (8,3) (9,6) (13,86) (32,40) (35,7) (85,40)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (56,44) (47,31) (35,40) (68,30) (43,19) (47,14) (22,31) (56,10) (36,10) (56,72)\nLARGE OPEN AREAS (top-left, size): (97,66) 23x23 (68,69) 20x20 (106,0) 14x14 (55,77) 12x12 (17,0) 9x9 (0,11) 9x9\nHOT SPOTS (value@tile range): crime: 199@(112-113,20-21) 199@(58-59,20-21) 194@(10-11,64-65); 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 .\"\"#\"\"\".\"\".\"\"\"#\"\"\"\"\".\"\"\"\"#\"\"...\"\"\"\"\"..\"\"\"\"\"\".\"\"\"#\".\",,\"\"\"\"\"\"\ny=  2 .\"\"#rr\"\"\"\"\"\"\"\"#\"\"\"\"\".\"\"\"RRRR.CCCC\"\"\"..\"\"\"\"\"\"\"\"\"\"#\"\"\"+\"\"\"..\"\"\ny=  4 .\"\"#rr\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"\"RRRRRCCCC\"\"\"\".\"\".\"\"\"\"\"CC#\"\"\"+\"\"\"\"\"\".\ny=  6 .\"\"#rr\"\".\"\".\"\"#RRrrRRRCCRRRRIIIIRCCCCC\"\"CC\"\"\"\"CC#CC.+\"\"\"\"\"\".\ny=  8 \"\"\".rr#########RRrrRRRCCRRRRIIIIRCCCCC##CC#######CC.+\".\"\"\"..\ny= 10 \"\"\".+...#RRRRRRCC#,RRIIII#II,#IIIIAAAAIIRRRR#RRRRRR.+..\"\"\"\"\"\ny= 12 ..\".+...#RRRRRRCC##RRIIII#II##IIIIAAAAIIRRRR#RRRRRR##..\"\"\"\"\"\ny= 14 \"\"\".++++#,#RRRRCCCCCCII#,#IIIIIIIIAAAAIIRRRR#,,,#RR,+II\"\"\"\"\"\ny= 16 \"\"\"\"....#=#RRRRCCCCCCII#=#IIIIIIIIAAAAIIRRRR#===#RR==II\"\"\"\"\"\ny= 18 \"\"\"\".RR.#RRRRRRRRRRRR##II#IIIIIIIIIIIIIIIIII#RRRRRRRRRRII\"\"\"\ny= 20 ..\"\".RR.#RRRRRRRRRRRR#,II#IIIIIIIIIIIIIIIIII#RRRRRRRRRRIIII\"\ny= 22 \"\"\"\"#RR##RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#####RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#RRRRRRRRRRRRIIII#IIIIIIIIIIIIII#kkk#RRRRkkk=RRII\"\"\"\ny= 26 \"RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRRRRRRRIIIIII\"\ny= 28 .RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#RRRRRRRRIIIIII~\ny= 30 .####RRRRRR,#RRCCCCCCCC,##CCCCRRRR,#RRRRRRRR#RRRR####II###\"~\ny= 32 \"\"\"\"#RRRRRR,#RRCCCCCCCC#,#CCCCRRRR#,RRRRRRRR#RRRR,#,=II#EEE~\ny= 34 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#EEE~\ny= 36 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#\"~~~\ny= 38 \"\"\".####################################################~~~~\ny= 40 \"\"\".=.PPRRRRRRR=rr,CCRRCC#CCRRRRRRRRRRRRRRrr##,+########~~~~\ny= 42 \"\"\"\"=.PPRRRRRRR#rr#CCRRCC#CCRRRRRRRRRRRRRRrr=k,kIIIOOOI#~~~~\ny= 44 \"\"\"\"=.#RRRRRRRRCCCCCCCCCC#CC,#kkk=RRRRRRRR~k=+,~IIIOOOI~~~~~\ny= 46 \"\"\"\"###RRRRRRRRCCCCCCCCCC#CC######RRRRRRRR~~++~~~~+~~~~~~~~~\ny= 48 .RRR#RRRRFFRRRRCCCCCCCCCC#CCCCRRFFRRRR#~#~~+++~~~~+~~~~~~~~~\ny= 50 #RRR#RRRRFFRRRRCCCCCCCCCC#CCCCRRFFRRRR~~#~~+\"+~~~~+~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~+~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~PPRSSS++~~+~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#+++++PPRSSS++~~+~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"\"+++++++~~+~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCPPCCCC#CCCC#~~+~~~~~\"\"\"~~~~~+~\"+\"\".\"\"~~~~\ny= 62 \"\".\"IIII#IIIIIICCCCPPCCCC#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##~~+~+=#II,\"\"\",\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..\"\"IIII#IIIIIICC~~~IIEE=CC+,\"\"\",\"\"\".\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"..\"\".\ny= 76 \"\"\"\"#############~~~IIEEPPI+\"\"\".\"\"\".\"......\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"\"\"IIII#IIIIII~~~~II###PPI\"\"\"\".\"\"\".\"\"\"..\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 80 \"\"\".IIII#IIIIII~~~~II#\"\"=#\"\".\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 82 \"\"\"\"IIII#IIII~~~~~\"##II+=CC..\"\"..\"\".\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"..\"\"\"\ny= 84 .\"\"\"IIII#IIII~~~~\"\"#III##CC\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\".\"\"\ny= 86 ~\"\".#,ii#===~~~~\"\"##IICC=\"\"\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\".\"\"\ny= 88 ~\"\"\"##ii=~==~~~.\"\"#\"\"#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 (40,30)):\n       4         5         6         7         \n       0123456789012345678901234567890123456789\ny= 30  ######,,.#########...#######,,.#########\ny= 31  CC#CCC,,.,=#CCC#CCC..RR#RRR=,,.,#RRR#RRR\ny= 32  CC#CCC,..,=#CCC#CCC..RR#RRR=,..,#RRR#RRR\ny= 33  CC#CCC#,,,=#CCC#CCC#RRR#RRR=#,,,#RRR#RRR\ny= 34  ########################################\ny= 35  CC#CCC#CCC=#CCC#CCC#RRR#RRR=#RRR#RRR#RRR\ny= 36  CC#CCC#CCC=#CCC#CCC#RRR#RRR=#RRR#RRR#RRR\ny= 37  CC#CCC#CCC=#CCC#CCC#RRR#RRR=#RRR#RRR#RRR\ny= 38  ==#===#====#===#===#===#====#===#===#===\ny= 39  ########################################\ny= 40  CC#RRR#CCC=#CCC#RRR#RRR#RRR=#RRR#RRR#RRR\ny= 41  CC#RRR#CCC=#CCC#RRR#RRR#RRR=#RRR#RRR#RRR\ny= 42  CC#RRR#CCC=#CCC#RRR#RRR#RRR=#RRR#RRR.RRR\ny= 43  ##################################...###\ny= 44  CC#CCC#CCC=#CCC#,,.#kkkkkkk=#RRR#RRR.RRR\ny= 45  CC#CCC#CCC=#CCC#,,.#kkkkkkk=#RRR#RRR#RRR\ny= 46  CC#CCC#CCC=#CCC#,..#kkkkkkk=#RRR#RRR#RRR\ny= 47  ########################################\ny= 48  CC#CCC#CCC=#CCC#CCC#RRR#FFF=#RRR#RRR#.~~\ny= 49  CC#CCC#CCC=#CCC#CCC#RRR#FFF=#RRR#RRR#~~~\ny= 50  CC#CCC#CCC=#CCC#CCC#RRR#FFF=#RRR#RRR~~~~\ny= 51  ##################################~~~~~~\ny= 52  RR#RRR#CCC=#CCC#CCC#RRR#RRR=#RRR.~~~~~~~\ny= 53  RR#RRR#CCC=#CCC#CCC#RRR#RRR=#RRR~~~~~~~~\ny= 54  RR#RRR#CCC=#CCC#CCC#RRR#RRR=#RRR~~~~~~~~\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 100% | OK zoom view at (40,30) next turn\nYOUR NOTES FROM LAST TURN: Final-quarter strategy: 0% tax, police 100%, road/fire 0%; no funds available for construction. Check January evaluation for population and average crime.", "raw": "{\"thoughts\":\"The population floor is no longer attainable in the final quarter from 7,780 residents and zero funds. Preserve the current sub-60 crime result while restoring a tax rate for January revenue.\",\"notes\":\"Final evaluation imminent; police remains fully funded, roads/fire remain unfunded to avoid costs. Population goal is unattainable this turn.\",\"actions\":[{\"type\":\"tax\",\"rate\":9},{\"type\":\"funding\",\"road\":0,\"fire\":0,\"police\":100}]}", "routed_model": "openai/gpt-5.6-terra", "usage": {"prompt_tokens": 4419, "completion_tokens": 265, "total_tokens": 4684, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 4417, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.01564915, "upstream_inference_prompt_cost": 0.01215115, "upstream_inference_completions_cost": 0.003498}, "completion_tokens_details": {"reasoning_tokens": 158, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.01564915, "latency_s": 3.9, "thoughts": "The population floor is no longer attainable in the final quarter from 7,780 residents and zero funds. Preserve the current sub-60 crime result while restoring a tax rate for January revenue.", "notes": "Final evaluation imminent; police remains fully funded, roads/fire remain unfunded to avoid costs. Population goal is unattainable this turn.", "actions": [{"type": "tax", "rate": 9}, {"type": "funding", "road": 0, "fire": 0, "police": 100}], "actions_dropped": 0, "results": ["OK tax rate set to 9%", "OK funding set: road 0%, fire 0%, police 100%"], "state": {"population_now": 7780, "funds": 0, "score": 740, "tax": 0}, "info": {"unpowered_zones": 6, "zones_r": 141, "zones_c": 70, "zones_i": 90, "free_sites": 10}, "wall_s": 649.9}