{"turn": 1, "date": "Jan 1972", "model": "typesafe/jev-router", "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 2404, rail tiles 602; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 92); population must be >= 25,000\n\nBUILDINGS (top-left; * = unpowered): coal power plant x2: (44,74) (113,32); nuclear power plant x3: (107,95) (111,95) (115,95); police station x3: (18,52) (47,14) (102,31); fire station x7: (9,86) (18,14) (18,48) (43,19) (47,31) (64,48) (98,31); stadium x1: (87,53); seaport x1: (103,42); airport x1: (69,11)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (56,44) (52,48) (35,40) (32,40) (39,10) (36,10) (56,72) (48,6) (52,6) (45,6)\nLARGE OPEN AREAS (top-left, size): (94,63) 26x26 (67,67) 22x22 (105,0) 15x15 (54,74) 13x13 (0,12) 10x10 (33,0) 9x9\nHOT SPOTS (value@tile range): crime: 120@(118-119,98-99) 120@(118-119,96-97) 120@(118-119,94-95); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15); traffic: 150@(62-63,30-31) 150@(42-43,26-27) 100@(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 .\"\"#\"\"\".\"\".\"\"\"#\"\"\"\"\".\"\"\"\"#\"\"...\"\"\"\"\"..\"\"\"\"\"\".\"\"\"#\".\"\"\"\"\"\"\"\"\"\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": "Crime averages 92 and there are only 3 police stations, so I'm adding stations in uncovered areas using free or rubble sites next to roads and power. I'm also zooming in on the dense west-central residential block to find more spots.\n\n{\"thoughts\": \"Crime averages 92 with only 3 police stations, so coverage is the main lever. I'm adding stations on free or rubble sites next to roads and powered zones in areas no station covers, keeping cash in reserve. I'm zooming on the dense west-central residential block to plan more stations there.\", \"notes\": \"Turn 1: police built at (35,40), (52,48), (56,72), (5,74), (102,9). Next: check these are powered and road-adjacent, then add stations in west-central residential (x10-50, y18-36) and elsewhere, bulldozing zones if needed. Track crime avg (goal <60) and population (>=25k). Consider parks for land value.\", \"actions\": [{\"type\": \"build\", \"what\": \"police\", \"x\": 35, \"y\": 40}, {\"type\": \"build\", \"what\": \"police\", \"x\": 52, \"y\": 48}, {\"type\": \"build\", \"what\": \"police\", \"x\": 56, \"y\": 72}, {\"type\": \"build\", \"what\": \"police\", \"x\": 5, \"y\": 74}, {\"type\": \"build\", \"what\": \"police\", \"x\": 102, \"y\": 9}, {\"type\": \"zoom\", \"x\": 10, \"y\": 18}]}", "routed_model": "anthropic/claude-opus-5.5", "usage": {"prompt_tokens": 5555, "completion_tokens": 4639, "total_tokens": 10194, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 0, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.115, "upstream_inference_prompt_cost": 0.02222, "upstream_inference_completions_cost": 0.09278}, "completion_tokens_details": {"reasoning_tokens": 4175, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.115, "latency_s": 82.89, "thoughts": "Crime averages 92 with only 3 police stations, so coverage is the main lever. I'm adding stations on free or rubble sites next to roads and powered zones in areas no station covers, keeping cash in reserve. I'm zooming on the dense west-central residential block to plan more stations there.", "notes": "Turn 1: police built at (35,40), (52,48), (56,72), (5,74), (102,9). Next: check these are powered and road-adjacent, then add stations in west-central residential (x10-50, y18-36) and elsewhere, bulldozing zones if needed. Track crime avg (goal <60) and population (>=25k). Consider parks for land value.", "actions": [{"type": "build", "what": "police", "x": 35, "y": 40}, {"type": "build", "what": "police", "x": 52, "y": 48}, {"type": "build", "what": "police", "x": 56, "y": 72}, {"type": "build", "what": "police", "x": 5, "y": 74}, {"type": "build", "what": "police", "x": 102, "y": 9}, {"type": "zoom", "x": 10, "y": 18}], "actions_dropped": 0, "results": ["OK police at (35,40): ok", "OK police at (52,48): ok", "OK police at (56,72): ok", "OK police at (5,74): ok", "OK police at (102,9): ok", "OK zoom view at (10,18) next turn"], "state": {"population_now": 76160, "funds": 20000, "score": 285, "tax": 7}, "info": {"unpowered_zones": 0, "zones_r": 121, "zones_c": 64, "zones_i": 92, "free_sites": 10}, "wall_s": 82.9}
{"turn": 2, "date": "Apr 1972", "model": "typesafe/jev-router", "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: $17,470   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: 74,260 now (official census 76,160, Capital); residents 1481, commerce 106, industry 173 (engine units)\nZONES: residential 121, commercial 64, industrial 92; unpowered zones: 2\nDEMAND (-100..+100, positive = the city wants more of it): residential +65, commercial -24, industrial +7\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): crime 19%, taxes 14%, pollution 7%, housing costs 2%\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 8, fire stations 7, stadiums 1, seaports 1, airports 1; road tiles 2430, 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 x8: (5,74)* (18,52) (35,40) (47,14) (52,48)* (56,72) (102,9) (102,31); fire station x7: (9,86) (18,14) (18,48) (43,19) (47,31) (64,48) (98,31); stadium x1: (87,53); seaport x1: (103,42); airport x1: (69,11)\nUNPOWERED ZONES (top-left): (8,3) (9,6)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (56,44) (32,40) (39,10) (36,10) (48,6) (52,6) (45,6) (80,55) (39,7) (42,6)\nLARGE OPEN AREAS (top-left, size): (94,63) 26x26 (67,67) 22x22 (105,0) 15x15 (54,76) 13x13 (0,11) 10x10 (37,0) 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@(72-73,34-35) 206@(62-63,26-27) 206@(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 .\"\"#\"\"\".\"\".\"\"\"#\"\"\"\"\".\"\"\"\"#\"\"...\"\"\"\"\"..\"\"\"\"\"\".\"\"\"#\".\"\"\"\"\"\"\"\"\"\ny=  2 .\"\"#rr\"\"\"\"\"\"\"\"#\"\"\"\"\".\"\"\"\"#\"\".\".\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"#\"\"\"\"\"\"\"..\"\"\ny=  4 .\"\"#rr\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"\"\"#\"\"\"\"..\"\"\"\"\".\"\".\"\"\"\"\"CC#\"\"\"\"\"\"\"\"\"\".\ny=  6 .\"\"#rr\"\".\"\".\"\"#RR\"\"\"\"\"\".\"#.\"IIII\"\"\"\"..\"\"CC\"\"\"\"CC#CC.\"\"\"\"\"\"\".\ny=  8 \"\"\".rr#########RR#..\"#######IIII########CC#######CCPP\".\"\"\"..\ny= 10 \"\"\".....#RRRRHHCC#,.,IIII#IIIIIIIIAAAAIIRRRR#RRRRRRPP..\"\"\"\"\"\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=,PPCCRRCC#CCRRRRRRRRRRRRRRRR############~~~~\ny= 42 \"\"\"\"=.#RRRRRRRR##PPCCRRCC#CCRRRRRRRRRRRRRRRRIIIIIIIOOOI#~~~~\ny= 44 \"\"\"\"=.#RRRRRRRRCCCCCCCCCC#CC,#kkk=RRRRRRRR#kIIIIIIIOOOI~~~~~\ny= 46 \"\"\"\"###RRRRRRRRCCCCCCCCCC#CC######RRRRRRRR~~+~~~~~~~~~~~~~~~\ny= 48 .RRR#RRHHFFRRHHCCCCCCCCCC#PPCCRRFFRRRR#~#~~++~~~~~~~~~~~~~~~\ny= 50 #RRR#RRHHFFRRHHCCCCCCCCCC#PPCCRRFFRRRR~~#~~+\"\"~~~~~~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~~~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~###SSS~~~~~~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#~~~~~\"\"\"SSS~~~~~~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"\"\"\"~~~~~~~\"~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCCCCCCC#CCCC#~~~~~~~~\"\"\"~~~~~~~\"\"\"\".\"\"~~~~\ny= 62 \"\".\"IIII#IIIIIICCCCCCCCCC#CC~~~~~~~~~~~~~~~~~~~~\"\"\"\"\"...\"\"\"~\ny= 64 \"\"..IIII#IIIIIICCCCCC###=#~~~~~~~~~~~~~~~~~~~~\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC+~~=#~~~~~~~~~~~~~~~~~\"\".\"\"\"\"\"\".\"\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC##+~~=#~II~\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~+~~=#III\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~+~~=#IIPP\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..PPIIII#IIIIIICC~~~IIEE=CC\"PP\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"..\"\".\ny= 76 \"\"PP#############~~~IIEE=CC\"\"\"\".\"\"\".\"......\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"\"\"IIII#IIIIII~~~~II#####\"\"\"\"\".\"\"\".\"\"\"..\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 80 \"\"\".IIII#IIIIII~~~~II#\"\"=#\"\".\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 82 \"\"\"\"IIII#IIII~~~~~\"##II+=CC..\"\"..\"\".\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"..\"\"\"\ny= 84 .\"\"\"IIII#IIII~~~~\"\"#III##CC\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\".\"\"\ny= 86 ~\"\".FFII#===~~~~\"\"##IICC=\"\"\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\".\"\"\ny= 88 ~\"\"\"FFII=~==~~~.\"\"#\"\"#CC====================================\ny= 90 ~~\"\"II#~===~~~~.\"\"#\"\"#.\"\"\"\".\"\"\"\"\".=.\"\"\"\".\"\"\".\"\"\".\"\"\"\".\",,,,,\ny= 92 \"~~~II#~===~~~~\"\"\"#.\"#\"\"\"\"\"\"\"\"\"\"\".=\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\",,,,,\ny= 94 \".~~II#~===~~~\"\"\"\"#\"\"#\"\"\"\"\"\"\".\"\"\"\"=\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"NNNNNNN\ny= 96 \".\"\"II#~==~~~~\"\"\"\"#.\"#\"...\"\"\".\"\"\"\"=\"\"\".\"\"\"\".\"\".\"\"\"\"\"\"NNNNNNN\ny= 98 \"\"\"\"###+=+++++++++#++#++++++++++++=++++++++++++++++++NNNNNNN\n\nZOOM (full resolution, 1 char = 1 tile, top-left (10,18)):\n       1         2         3         4         \n       0123456789012345678901234567890123456789\ny= 18  .......#################################\ny= 19  RRR....#RRR#RRR#RRR#=RRR#RRR#RRR#FFF#III\ny= 20  RRR....#RRR#RRR#RRR#=RRR#RRR#RRR#FFF#III\ny= 21  RRR#...#RRR#RRR#RRR#=RRR#RRR#RRR#FFF#III\ny= 22  ########################################\ny= 23  RRR#kkk#RRR#RRR#RRR#=RRR#RRR#RRR#III#III\ny= 24  RRR#kkk#RRR#RRR#RRR#=RRR#RRR#RRR#III#III\ny= 25  RRR#kkk#RRR#RRR#RRR#=RRR#RRR#RRR#III#III\ny= 26  ########################################\ny= 27  RRR#RRR#HHH#RRR#RRR#=RRR#RRR#RRR#RRR#III\ny= 28  RRR#RRR#HHH#RRR#RRR#=RRR#RRR#RRR#RRR#III\ny= 29  RRR#RRR#HHH#RRR#RRR#=RRR#RRR#RRR#RRR#III\ny= 30  ########################################\ny= 31  RRR#RRR#RRR#RRR#RRR#=CCC#CCC#CCC#CCC#FFF\ny= 32  RRR#RRR#RRR#RRR#RRR#=CCC#CCC#CCC#CCC#FFF\ny= 33  RRR#RRR#RRR#RRR#RRR#=CCC#CCC#CCC#CCC#FFF\ny= 34  ########################################\ny= 35  RRR#RRR#RRR#RRR#RRR#=CCC#CCC#CCC#CCC#CCC\ny= 36  RRR#RRR#RRR#RRR#RRR#=CCC#CCC#CCC#CCC#CCC\ny= 37  RRR#RRR#RRR#RRR#RRR#=CCC#CCC#CCC#CCC#CCC\ny= 38  ===#===#===#===#===#====#===#===#===#===\ny= 39  ########################################\ny= 40  ...#RRR#RRR#RRR#RRR#=,,,.PPP#CCC#RRR#CCC\ny= 41  ...#RRR#RRR#RRR#RRR#=,,,.PPP#CCC#RRR#CCC\ny= 42  ...#RRR#RRR#RRR#RRR#=,,,.PPP#CCC#RRR#CCC\n\nEVENTS SINCE LAST TURN: none\nRESULTS OF YOUR LAST ACTIONS: OK police at (35,40): ok | OK police at (52,48): ok | OK police at (56,72): ok | OK police at (5,74): ok | OK police at (102,9): ok | OK zoom view at (10,18) next turn\nYOUR NOTES FROM LAST TURN: Turn 1: police built at (35,40), (52,48), (56,72), (5,74), (102,9). Next: check these are powered and road-adjacent, then add stations in west-central residential (x10-50, y18-36) and elsewhere, bulldozing zones if needed. Track crime avg (goal <60) and population (>=25k). Consider parks for land value.", "raw": "{\"thoughts\":\"Crime is still well above the target, while population is comfortably above the minimum. I\u2019ll add police coverage across the dense central neighborhoods and check next turn whether the new stations need power connections.\",\"notes\":\"Check crime after the next simulation period and inspect power at all new stations, especially the previously unpowered stations at (5,74) and (52,48). Zoom is set around (45,42) to plan a connection for the latter.\",\"actions\":[{\"type\":\"bulldoze\",\"x\":18,\"y\":23,\"w\":3,\"h\":3},{\"type\":\"build\",\"what\":\"police\",\"x\":18,\"y\":23},{\"type\":\"bulldoze\",\"x\":35,\"y\":23,\"w\":3,\"h\":3},{\"type\":\"build\",\"what\":\"police\",\"x\":35,\"y\":23},{\"type\":\"bulldoze\",\"x\":10,\"y\":35,\"w\":3,\"h\":3},{\"type\":\"build\",\"what\":\"police\",\"x\":10,\"y\":35},{\"type\":\"bulldoze\",\"x\":26,\"y\":35,\"w\":3,\"h\":3},{\"type\":\"build\",\"what\":\"police\",\"x\":26,\"y\":35},{\"type\":\"bulldoze\",\"x\":43,\"y\":35,\"w\":3,\"h\":3},{\"type\":\"build\",\"what\":\"police\",\"x\":43,\"y\":35},{\"type\":\"zoom\",\"x\":45,\"y\":42}]}", "routed_model": "openai/gpt-6-sol", "usage": {"prompt_tokens": 4561, "completion_tokens": 1747, "total_tokens": 6308, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 4559, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.03175865, "upstream_inference_prompt_cost": 0.01254165, "upstream_inference_completions_cost": 0.019217}, "completion_tokens_details": {"reasoning_tokens": 1436, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.03175865, "latency_s": 20.58, "thoughts": "Crime is still well above the target, while population is comfortably above the minimum. I\u2019ll add police coverage across the dense central neighborhoods and check next turn whether the new stations need power connections.", "notes": "Check crime after the next simulation period and inspect power at all new stations, especially the previously unpowered stations at (5,74) and (52,48). Zoom is set around (45,42) to plan a connection for the latter.", "actions": [{"type": "bulldoze", "x": 18, "y": 23, "w": 3, "h": 3}, {"type": "build", "what": "police", "x": 18, "y": 23}, {"type": "bulldoze", "x": 35, "y": 23, "w": 3, "h": 3}, {"type": "build", "what": "police", "x": 35, "y": 23}, {"type": "bulldoze", "x": 10, "y": 35, "w": 3, "h": 3}, {"type": "build", "what": "police", "x": 10, "y": 35}, {"type": "bulldoze", "x": 26, "y": 35, "w": 3, "h": 3}, {"type": "build", "what": "police", "x": 26, "y": 35}, {"type": "bulldoze", "x": 43, "y": 35, "w": 3, "h": 3}, {"type": "build", "what": "police", "x": 43, "y": 35}, {"type": "zoom", "x": 45, "y": 42}], "actions_dropped": 0, "results": ["OK bulldoze (18,23) 3x3: 5 tiles cleared, $5", "OK police at (18,23): ok", "OK bulldoze (35,23) 3x3: 9 tiles cleared, $9", "OK police at (35,23): ok", "OK bulldoze (10,35) 3x3: 5 tiles cleared, $5", "OK police at (10,35): ok", "OK bulldoze (26,35) 3x3: 5 tiles cleared, $5", "OK police at (26,35): ok", "OK bulldoze (43,35) 3x3: 5 tiles cleared, $5", "OK police at (43,35): ok", "OK zoom view at (45,42) next turn"], "state": {"population_now": 74260, "funds": 17470, "score": 539, "tax": 7}, "info": {"unpowered_zones": 2, "zones_r": 121, "zones_c": 64, "zones_i": 92, "free_sites": 10}, "wall_s": 103.7}
{"turn": 3, "date": "Jul 1972", "model": "typesafe/jev-router", "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: $14,920   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: 70,980 now (official census 76,160, Capital); residents 1349, commerce 103, industry 172 (engine units)\nZONES: residential 117, commercial 63, industrial 92; unpowered zones: 2\nDEMAND (-100..+100, positive = the city wants more of it): residential +24, commercial -84, industrial -48\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): crime 19%, taxes 14%, pollution 7%, housing costs 2%\nAVERAGES (0-255, lower is better except land value): crime 77, pollution 63, traffic 9, land value 55\nSERVICES: coal plants 2, nuclear 3, police 13, fire stations 7, stadiums 1, seaports 1, airports 1; road tiles 2408, rail tiles 602; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 77); population must be >= 25,000\n\nBUILDINGS (top-left; * = unpowered): coal power plant x2: (44,74) (113,32); nuclear power plant x3: (107,95) (111,95) (115,95); police station x13: (5,74)* (10,35) (18,23) (18,52) (26,35) (35,23) (35,40) (43,35) (47,14) (52,48)* (56,72) (102,9) (102,31); fire station x7: (9,86) (18,14) (18,48) (43,19) (47,31) (64,48) (98,31); stadium x1: (87,53); seaport x1: (103,42); airport x1: (69,11)\nUNPOWERED ZONES (top-left): (8,3) (9,6)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (56,44) (32,40) (39,10) (36,10) (48,6) (52,6) (45,6) (80,55) (39,7) (42,6)\nLARGE OPEN AREAS (top-left, size): (94,63) 26x26 (67,67) 22x22 (105,0) 15x15 (54,76) 13x13 (0,11) 10x10 (37,0) 9x9\nHOT SPOTS (value@tile range): crime: 250@(94-95,42-43) 250@(92-93,44-45) 250@(92-93,42-43); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15); traffic: 206@(84-85,42-43) 206@(76-77,34-35) 206@(76-77,30-31)\n\nMAP (1 char = 2x2 tiles; the char at column c, row r covers x=2c..2c+1, y=2r..2r+1).\nLegend: . empty land  \" trees  ~ water  , rubble  * fire  w flood  ! radiation  # road  = rail  + power line  R/C/I zones (lowercase = unpowered)  E coal plant  N nuclear  P police  F fire station  S stadium  O seaport  A airport  H hospital/church  k park\n      0    10   20   30   40   50   60   70   80   90   100  110     <- x\ny=  0 .\"\"#\"\"\".\"\".\"\"\"#\"\"\"\"\".\"\"\"\"#\"\"...\"\"\"\"\"..\"\"\"\"\"\".\"\"\"#\".\"\"\"\"\"\"\"\"\"\ny=  2 .\"\"#rr\"\"\"\"\"\"\"\"#\"\"\"\"\".\"\"\"\"#\"\".\".\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"#\"\"\"\"\"\"\"..\"\"\ny=  4 .\"\"#rr\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"\"\"#\"\"\"\"..\"\"\"\"\".\"\".\"\"\"\"\"CC#\"\"\"\"\"\"\"\"\"\".\ny=  6 .\"\"#rr\"\".\"\".\"\"#RR\"\"\"\"\"\".\"#.\"IIII\"\"\"\"..\"\"CC\"\"\"\"CC#CC.\"\"\"\"\"\"\".\ny=  8 \"\"\".rr#########RR#..\"#######IIII########CC#######CCPP\".\"\"\"..\ny= 10 \"\"\".....#RRRRHHCC#,.,IIII#IIIIIIIIAAAAIIRRRR#RRRRRRPP..\"\"\"\"\"\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##PPRRRRRRPPRRIIII#IIIIIIIIIIIIII#####RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#PPRRRRRRPPRRIIII#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 \"\"\"\"#PPRRRRRRPPCCCCCCPPCC#CCCCRRRRRRRRRRRRHH#RRRRRRRRRR#EEE~\ny= 36 \"\"\"\"#PPRRRRRRPPCCCCCCPPCC#CCCCRRRRRRRRRRRRHH#RRRRRRRRRR#\"~~~\ny= 38 \"\"\".####################################################~~~~\ny= 40 \"\"\".=.#RRRRRRRR=,PPCCRRCC#CCRRRRRRRRRRRRRRRR############~~~~\ny= 42 \"\"\"\"=.#RRRRRRRR##PPCCRRCC#CCRRRRRRRRRRRRRRRRIIIIIIIOOOI#~~~~\ny= 44 \"\"\"\"=.#RRRRRRRRCCCCCCCCCC#CC,#kkk=RRRRRRRR#kIIIIIIIOOOI~~~~~\ny= 46 \"\"\"\"###RRRRRRRRCCCCCCCCCC#CC######RRRRRRRR~~+~~~~~~~~~~~~~~~\ny= 48 .RRR#RRHHFFRRHHCCCCCCCCCC#PPCCRRFFRRRR#~#~~++~~~~~~~~~~~~~~~\ny= 50 #RRR#RRHHFFRRHHCCCCCCCCCC#PPCCRRFFRRRR~~#~~+\"\"~~~~~~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~~~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~###SSS~~~~~~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#~~~~~\"\"\"SSS~~~~~~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"\"\"\"~~~~~~~\"~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCCCCCCC#CCCC#~~~~~~~~\"\"\"~~~~~~~\"\"\"\".\"\"~~~~\ny= 62 \"\".\"IIII#IIIIIICCCCCCCCCC#CC~~~~~~~~~~~~~~~~~~~~\"\"\"\"\"...\"\"\"~\ny= 64 \"\"..IIII#IIIIIICCCCCC###=##~~~~~~~~~~~~~~~~~~~\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC+~~=#~~~~~~~~~~~~~~~~~\"\".\"\"\"\"\"\".\"\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC##+~~=##II~\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~+~~=#III\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~+~~=#IIPP\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..PPIIII#IIIIIICC~~~IIEE=CC\"PP\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"..\"\".\ny= 76 \"\"PP#############~~~IIEE=CC\"\"\"\".\"\"\".\"......\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"\"\"IIII#IIIIII~~~~II#####\"\"\"\"\".\"\"\".\"\"\"..\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 80 \"\"\".IIII#IIIIII~~~~II#\"\"=#\"\".\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 82 \"\"\"\"IIII#IIII~~~~~\"##II+=CC..\"\"..\"\".\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"..\"\"\"\ny= 84 .\"\"\"IIII#IIII~~~~\"\"#III##CC\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\".\"\"\ny= 86 ~\"\".FFII#===~~~~\"\"##IICC=\"\"\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\".\"\"\ny= 88 ~\"\"\"FFII=~==~~~.\"\"#\"\"#CC====================================\ny= 90 ~~\"\"II#~===~~~~.\"\"#\"\"#.\"\"\"\".\"\"\"\"\".=.\"\"\"\".\"\"\".\"\"\".\"\"\"\".\",,,,,\ny= 92 \"~~~II#~===~~~~\"\"\"#.\"#\"\"\"\"\"\"\"\"\"\"\".=\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\",,,,,\ny= 94 \".~~II#~===~~~\"\"\"\"#\"\"#\"\"\"\"\"\"\".\"\"\"\"=\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"NNNNNNN\ny= 96 \".\"\"II#~==~~~~\"\"\"\"#.\"#\"...\"\"\".\"\"\"\"=\"\"\".\"\"\"\".\"\".\"\"\"\"\"\"NNNNNNN\ny= 98 \"\"\"\"###+=+++++++++#++#++++++++++++=++++++++++++++++++NNNNNNN\n\nZOOM (full resolution, 1 char = 1 tile, top-left (45,42)):\n            5         6         7         8    \n       5678901234567890123456789012345678901234\ny= 42  R#CCC=#CCC#RRR#RRR#RRR=#RRR#RRR#RRR#RRR#\ny= 43  ########################################\ny= 44  C#CCC=#CCC#,,,#kkkkkkk=#RRR#RRR#RRR#RRR#\ny= 45  C#CCC=#CCC#.,,#kkkkkkk=#RRR#RRR#RRR#RRR~\ny= 46  C#CCC=#CCC#,,,#kkkkkkk=#RRR#RRR#RRR#RRR~\ny= 47  ####################################~~~~\ny= 48  C#CCC=#PPP#CCC#RRR#FFF=#RRR#RRR#.~~##~~~\ny= 49  C#CCC=#PPP#CCC#RRR#FFF=#RRR#RRR#~~~~~~~~\ny= 50  C#CCC=#PPP#CCC#RRR#FFF=#RRR#RRR~~~~#~~~~\ny= 51  #############################~~~~~~~~~~~\ny= 52  R#CCC=#CCC#CCC#RRR#RRR=#RRR.~~~~~~~##~~.\ny= 53  R#CCC=#CCC#CCC#RRR#RRR=#RRR~~~~~~~~#~...\ny= 54  R#CCC=#CCC#CCC#RRR#RRR=#RRR~~~~~~~~#####\ny= 55  #########################~~~~~~~~~~\"\"\"\"\"\ny= 56  C#CCC=+CCC#CCC#kkk#RRR=#~~~~~~~~~~\"\"\"\"\"\"\ny= 57  C#CCC==CCC#CCC#RRR#RRR=~~~~~~~~..\"\"\"\"\"\"\"\ny= 58  C#CCCk=CCC#CCC#RRR#RRR~~~~~~~~~..\"\"\"\"\"\"\"\ny= 59  ###########CCC#RRR#~~~~~~~~~~~.~~\"\"\"\"\"\"\"\ny= 60  #====#=CCC#CCC###~~~~~~~~~~~~.~~~\"\"\"\"\"\"\"\ny= 61  #CCC=##CCC#CCC.~~~~~~~~~~~~~.~~~~\"\"\"\"\"\"~\ny= 62  #CCC=##CCC#~~~~~~~~~~~~~~~~......\"\"\"\"\"~~\ny= 63  #CCC=###~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~\ny= 64  ##~~=~#~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~\ny= 65  ~~~~=~##~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~\ny= 66  ~~~~=~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~\n\nEVENTS SINCE LAST TURN: none\nRESULTS OF YOUR LAST ACTIONS: OK bulldoze (18,23) 3x3: 5 tiles cleared, $5 | OK police at (18,23): ok | OK bulldoze (35,23) 3x3: 9 tiles cleared, $9 | OK police at (35,23): ok | OK bulldoze (10,35) 3x3: 5 tiles cleared, $5 | OK police at (10,35): ok | OK bulldoze (26,35) 3x3: 5 tiles cleared, $5 | OK police at (26,35): ok | OK bulldoze (43,35) 3x3: 5 tiles cleared, $5 | OK police at (43,35): ok | OK zoom view at (45,42) next turn\nYOUR NOTES FROM LAST TURN: Check crime after the next simulation period and inspect power at all new stations, especially the previously unpowered stations at (5,74) and (52,48). Zoom is set around (45,42) to plan a connection for the latter.", "raw": "{\"thoughts\":\"Crime is still well above the target, while the population remains safely above the minimum. I\u2019ll connect the isolated central police station to power and inspect the eastern crime hot spots before placing more stations there.\",\"notes\":\"Check whether the power line at (55,49) powers the station at (52,48). The station at (5,74) is also unpowered. Next zoom covers the eastern crime hot spots around (92\u201395,42\u201345); prioritize powered police coverage there while preserving funds for annual service costs.\",\"actions\":[{\"type\":\"power_line\",\"x1\":55,\"y1\":49,\"x2\":55,\"y2\":49},{\"type\":\"zoom\",\"x\":74,\"y\":29}]}", "routed_model": "openai/gpt-6-sol", "usage": {"prompt_tokens": 4508, "completion_tokens": 1609, "total_tokens": 6117, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 4506, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.0300949, "upstream_inference_prompt_cost": 0.0123959, "upstream_inference_completions_cost": 0.017699}, "completion_tokens_details": {"reasoning_tokens": 1452, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.0300949, "latency_s": 25.88, "thoughts": "Crime is still well above the target, while the population remains safely above the minimum. I\u2019ll connect the isolated central police station to power and inspect the eastern crime hot spots before placing more stations there.", "notes": "Check whether the power line at (55,49) powers the station at (52,48). The station at (5,74) is also unpowered. Next zoom covers the eastern crime hot spots around (92\u201395,42\u201345); prioritize powered police coverage there while preserving funds for annual service costs.", "actions": [{"type": "power_line", "x1": 55, "y1": 49, "x2": 55, "y2": 49}, {"type": "zoom", "x": 74, "y": 29}], "actions_dropped": 0, "results": ["OK power_line (55,49)->(55,49): 1/1 tiles ok, $5", "OK zoom view at (74,29) next turn"], "state": {"population_now": 70980, "funds": 14920, "score": 539, "tax": 7}, "info": {"unpowered_zones": 2, "zones_r": 117, "zones_c": 63, "zones_i": 92, "free_sites": 10}, "wall_s": 129.7}
{"turn": 4, "date": "Oct 1972", "model": "typesafe/jev-router", "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: $14,915   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: 65,840 now (official census 76,160, Capital); residents 1268, commerce 93, industry 160 (engine units)\nZONES: residential 117, commercial 63, industrial 92; unpowered zones: 2\nDEMAND (-100..+100, positive = the city wants more of it): residential -23, commercial -100, industrial -100\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): crime 19%, taxes 14%, pollution 7%, housing costs 2%\nAVERAGES (0-255, lower is better except land value): crime 79, pollution 61, traffic 9, land value 47\nSERVICES: coal plants 2, nuclear 3, police 13, fire stations 7, stadiums 1, seaports 1, airports 1; road tiles 2400, rail tiles 602; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 79); population must be >= 25,000\n\nBUILDINGS (top-left; * = unpowered): coal power plant x2: (44,74) (113,32); nuclear power plant x3: (107,95) (111,95) (115,95); police station x13: (5,74)* (10,35) (18,23) (18,52) (26,35) (35,23) (35,40) (43,35) (47,14) (52,48) (56,72) (102,9) (102,31); fire station x7: (9,86) (18,14) (18,48) (43,19) (47,31) (64,48) (98,31); stadium x1: (87,53); seaport x1: (103,42); airport x1: (69,11)\nUNPOWERED ZONES (top-left): (8,3) (9,6)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (56,44) (32,40) (39,10) (36,10) (48,6) (52,6) (45,6) (80,55) (39,7) (42,6)\nLARGE OPEN AREAS (top-left, size): (94,63) 26x26 (67,67) 22x22 (105,0) 15x15 (54,76) 13x13 (0,11) 10x10 (37,0) 9x9\nHOT SPOTS (value@tile range): crime: 250@(94-95,42-43) 250@(92-93,44-45) 250@(92-93,42-43); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15); traffic: 206@(80-81,26-27) 206@(76-77,34-35) 206@(76-77,30-31)\n\nMAP (1 char = 2x2 tiles; the char at column c, row r covers x=2c..2c+1, y=2r..2r+1).\nLegend: . empty land  \" trees  ~ water  , rubble  * fire  w flood  ! radiation  # road  = rail  + power line  R/C/I zones (lowercase = unpowered)  E coal plant  N nuclear  P police  F fire station  S stadium  O seaport  A airport  H hospital/church  k park\n      0    10   20   30   40   50   60   70   80   90   100  110     <- x\ny=  0 .\"\"#\"\"\".\"\".\"\"\"#\"\"\"\"\".\"\"\"\"#\"\"...\"\"\"\"\"..\"\"\"\"\"\".\"\"\"#\".\"\"\"\"\"\"\"\"\"\ny=  2 .\"\"#rr\"\"\"\"\"\"\"\"#\"\"\"\"\".\"\"\"\"#\"\".\".\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"#\"\"\"\"\"\"\"..\"\"\ny=  4 .\"\"#rr\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"\"\"#\"\"\"\"..\"\"\"\"\".\"\".\"\"\"\"\"CC#\"\"\"\"\"\"\"\"\"\".\ny=  6 .\"\"#rr\"\".\"\".\"\"#RR\"\"\"\"\"\".\"#.\"IIII\"\"\"\"..\"\"CC\"\"\"\"CC#CC.\"\"\"\"\"\"\".\ny=  8 \"\"\".rr#########RR#..\"#######IIII########CC#######CCPP\".\"\"\"..\ny= 10 \"\"\".....#RRRRHHCC#,.,IIII#IIIIIIIIAAAAIIRRRR#RRRRRRPP..\"\"\"\"\"\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##PPRRRRRRPPRRIIII#IIIIIIIIIIIIII#####RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#PPRRRRRRPPRRIIII#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 \"\"\"\"#PPRRRRRRPPCCCCCCPPCC#CCCCRRRRRRRRRRRRHH#RRRRRRRRRR#EEE~\ny= 36 \"\"\"\"#PPRRRRRRPPCCCCCCPPCC#CCCCRRRRRRRRRRRRHH#RRRRRRRRRR#\"~~~\ny= 38 \"\"\".####################################################~~~~\ny= 40 \"\"\".=.#RRRRRRRR=,PPCCRRCC#CCRRRRRRRRRRRRRRRR############~~~~\ny= 42 \"\"\"\"=.#RRRRRRRR##PPCCRRCC#CCRRRRRRRRRRRRRRRRIIIIIIIOOOI#~~~~\ny= 44 \"\"\"\"=.#RRRRRRRRCCCCCCCCCC#CC,#kkk=RRRRRRRR#kIIIIIIIOOOI~~~~~\ny= 46 \"\"\"\"###RRRRRRRRCCCCCCCCCC#CC######RRRRRRRR~~+~~~~~~~~~~~~~~~\ny= 48 .RRR#RRHHFFRRHHCCCCCCCCCC#PPCCRRFFRRRR#~#~~++~~~~~~~~~~~~~~~\ny= 50 #RRR#RRHHFFRRHHCCCCCCCCCC#PPCCRRFFRRRR~~#~~+\"\"~~~~~~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~~~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~###SSS~~~~~~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#~~~~~\"\"\"SSS~~~~~~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"\"\"\"~~~~~~~\"~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCCCCCCC#CCCC#~~~~~~~~\"\"\"~~~~~~~\"\"\"\".\"\"~~~~\ny= 62 \"\".\"IIII#IIIIIICCCCCCCCCC#CC~~~~~~~~~~~~~~~~~~~~\"\"\"\"\"...\"\"\"~\ny= 64 \"\"..IIII#IIIIIICCCCCC###=##~~~~~~~~~~~~~~~~~~~\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC+~~=#~~~~~~~~~~~~~~~~~\"\".\"\"\"\"\"\".\"\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC##+~~=##II~\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~+~~=#III\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~+~~=#IIPP\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..PPIIII#IIIIIICC~~~IIEE=CC\"PP\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"..\"\".\ny= 76 \"\"PP#############~~~IIEE=CC\"\"\"\".\"\"\".\"......\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"\"\"IIII#IIIIII~~~~II#####\"\"\"\"\".\"\"\".\"\"\"..\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 80 \"\"\".IIII#IIIIII~~~~II#\"\"=#\"\".\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 82 \"\"\"\"IIII#IIII~~~~~\"##II+=CC..\"\"..\"\".\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"..\"\"\"\ny= 84 .\"\"\"IIII#IIII~~~~\"\"#III##CC\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\".\"\"\ny= 86 ~\"\".FFII#===~~~~\"\"##IICC=\"\"\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\".\"\"\ny= 88 ~\"\"\"FFII=~==~~~.\"\"#\"\"#CC====================================\ny= 90 ~~\"\"II#~===~~~~.\"\"#\"\"#.\"\"\"\".\"\"\"\"\".=.\"\"\"\".\"\"\".\"\"\".\"\"\"\".\",,,,,\ny= 92 \"~~~II#~===~~~~\"\"\"#.\"#\"\"\"\"\"\"\"\"\"\"\".=\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\",,,,,\ny= 94 \".~~II#~===~~~\"\"\"\"#\"\"#\"\"\"\"\"\"\".\"\"\"\"=\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"NNNNNNN\ny= 96 \".\"\"II#~==~~~~\"\"\"\"#.\"#\"...\"\"\".\"\"\"\"=\"\"\".\"\"\"\".\"\".\"\"\"\"\"\"NNNNNNN\ny= 98 \"\"\"\"###+=+++++++++#++#++++++++++++=++++++++++++++++++NNNNNNN\n\nZOOM (full resolution, 1 char = 1 tile, top-left (74,29)):\n             8         9         0         1   \n       4567890123456789012345678901234567890123\ny= 29  II#III#RRR#RRR=#HHH#HHH#HHH#RRR=#III#III\ny= 30  ########################################\ny= 31  RR#RRR#RRR#RRR=#RRR#RRR#FFF#PPP=#III#..+\ny= 32  RR#RRR#RRR#RRR=#RRR#RRR#FFF#PPP=#III#..E\ny= 33  RR#RRR#RRR#RRR=#RRR#RRR#FFF#PPP=#III#++E\ny= 34  #####################################..E\ny= 35  RR#RRR#RRR#HHH=#RRR#RRR#RRR#RRR=#RRR#..E\ny= 36  RR#RRR#RRR#HHH=#RRR#RRR#RRR#RRR=#RRR#\"\"\"\ny= 37  RR#RRR#RRR#HHH=#RRR#RRR#RRR#RRR=#RRR#\"\"\"\ny= 38  ==#===#===#====#===#===#===#====#===#\"\"~\ny= 39  #####################################.~~\ny= 40  RR#RRR#RRR#RRR=#kkk#kkk#kkk#kkkk#kkk#~~~\ny= 41  RR#RRR#RRR#RRR#######################~~~\ny= 42  RR#RRR#RRR#RRR=IIIIII#IIIIII#OOOOIII#~~~\ny= 43  ###############IIIIII#IIIIII#OOOOIII#~~~\ny= 44  RR#RRR#RRR#kkk=IIIIII#IIIIII#OOOOIII~~~~\ny= 45  RR#RRR#RRR~~~~~+~~~~~~~~~~~~~OOOO~~~~~~~\ny= 46  RR#RRR#RRR~~~~~+~~~~~~~~~~~~~~~~~~~~~~~~\ny= 47  #######~~~~~~~~+~~~~~~~~~~~~~~~~~~~~~~~~\ny= 48  RR#.~~##~~~~~~~+~~~~~~~~~~~~~~~~~~~~~~~~\ny= 49  RR#~~~~~~~~~~+++~~~~~~~~~~~~~~~~~~~~~~~~\ny= 50  RR~~~~#~~~~~.+\"\"\".~~~~~~~~~~~~~~~~~~~~~~\ny= 51  ~~~~~~~~~~~..+\"\"\"...~~~.~~~~~~~~~~~~~~~~\ny= 52  ~~~~~~##~~..######~~....~~~~~~~~~~~~~~~~\ny= 53  ~~~~~~#~...##SSSS#~~~~~.~~~~~~~~~~~\"\"~~~\n\nEVENTS SINCE LAST TURN: Pollution very high.\nRESULTS OF YOUR LAST ACTIONS: OK power_line (55,49)->(55,49): 1/1 tiles ok, $5 | OK zoom view at (74,29) next turn\nYOUR NOTES FROM LAST TURN: Check whether the power line at (55,49) powers the station at (52,48). The station at (5,74) is also unpowered. Next zoom covers the eastern crime hot spots around (92\u201395,42\u201345); prioritize powered police coverage there while preserving funds for annual service costs.", "raw": "{\"thoughts\":\"The eastern crime hotspot is far from the existing police stations. I\u2019ll put a powered station beside it and lower taxes modestly to help retain population, then check how crime responds before expanding coverage.\",\"notes\":\"Check average crime, population, demand, and cash next turn. The new police station at (92,42) should connect to adjacent industrial zones; the station at (5,74) remains unpowered.\",\"actions\":[{\"type\":\"bulldoze\",\"x\":92,\"y\":42,\"w\":3,\"h\":3},{\"type\":\"build\",\"what\":\"police\",\"x\":92,\"y\":42},{\"type\":\"tax\",\"rate\":5},{\"type\":\"zoom\",\"x\":75,\"y\":29}]}", "routed_model": "openai/gpt-6-sol", "usage": {"prompt_tokens": 4433, "completion_tokens": 2199, "total_tokens": 6632, "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": 0.03637865, "upstream_inference_prompt_cost": 0.01218965, "upstream_inference_completions_cost": 0.024189}, "completion_tokens_details": {"reasoning_tokens": 2043, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.03637865, "latency_s": 25.85, "thoughts": "The eastern crime hotspot is far from the existing police stations. I\u2019ll put a powered station beside it and lower taxes modestly to help retain population, then check how crime responds before expanding coverage.", "notes": "Check average crime, population, demand, and cash next turn. The new police station at (92,42) should connect to adjacent industrial zones; the station at (5,74) remains unpowered.", "actions": [{"type": "bulldoze", "x": 92, "y": 42, "w": 3, "h": 3}, {"type": "build", "what": "police", "x": 92, "y": 42}, {"type": "tax", "rate": 5}, {"type": "zoom", "x": 75, "y": 29}], "actions_dropped": 0, "results": ["OK bulldoze (92,42) 3x3: 5 tiles cleared, $5", "OK police at (92,42): ok", "OK tax rate set to 5%", "OK zoom view at (75,29) next turn"], "state": {"population_now": 65840, "funds": 14915, "score": 539, "tax": 7}, "info": {"unpowered_zones": 2, "zones_r": 117, "zones_c": 63, "zones_i": 92, "free_sites": 10}, "wall_s": 155.8}
{"turn": 5, "date": "Jan 1973", "model": "typesafe/jev-router", "prompt": "TASK: Detroit, 1972. Competition from overseas and other economic factors pushed the once 'automobile capital of the world' into recession. Falling land values and unemployment drove crime in the inner city to chronic levels. You have $20,000 and 10 years to reduce crime and rebuild the industrial base. GOAL: the average crime level must be under 60 when the scenario is judged in 1982 (the scenario's own rule), AND the population then must be at least 25,000, a third of 1972's 76,000. (This eval adds the population floor: without it the scenario can be 'won' by letting the city empty out, which cuts crime.)\n\nDATE: Jan 1973 (turn 5 of 40; each turn = 3 months; deadline Jan 1982)\nFUNDS: $10,822   tax rate 5%   funding: road 100%, fire 100%, police 100%\n  last January's budget: tax income $1,036, requested road $2,519, fire $700, police $1,400; cash flow $-3,583/yr\nPOPULATION: 59,380 now (official census 60,440, Capital); residents 1161, commerce 81, industry 145 (engine units)\nZONES: residential 119, commercial 63, industrial 91; unpowered zones: 2\nDEMAND (-100..+100, positive = the city wants more of it): residential -51, commercial -100, industrial -100\nCITY SCORE (re-evaluated each January, like the official census): 483 / 1000 (change -56 at the last evaluation); approval 53%; top problems (share of citizens): crime 18%, taxes 13%, pollution 10%, housing costs 8%\nAVERAGES (0-255, lower is better except land value): crime 79, pollution 61, traffic 28, land value 47\nSERVICES: coal plants 2, nuclear 3, police 14, fire stations 7, stadiums 1, seaports 1, airports 1; road tiles 2387, rail tiles 602; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 79); population must be >= 25,000\n\nBUILDINGS (top-left; * = unpowered): coal power plant x2: (44,74) (113,32); nuclear power plant x3: (107,95) (111,95) (115,95); police station x14: (5,74)* (10,35) (18,23) (18,52) (26,35) (35,23) (35,40) (43,35) (47,14) (52,48) (56,72) (92,42) (102,9) (102,31); fire station x7: (9,86) (18,14) (18,48) (43,19) (47,31) (64,48) (98,31); stadium x1: (87,53); seaport x1: (103,42); airport x1: (69,11)\nUNPOWERED ZONES (top-left): (8,3) (9,6)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (56,44) (32,40) (39,10) (36,10) (48,6) (52,6) (45,6) (80,55) (39,7) (42,6)\nLARGE OPEN AREAS (top-left, size): (94,63) 26x26 (67,67) 22x22 (105,0) 15x15 (54,76) 13x13 (0,11) 10x10 (37,0) 9x9\nHOT SPOTS (value@tile range): crime: 250@(94-95,42-43) 250@(92-93,44-45) 250@(92-93,42-43); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15); traffic: 206@(68-69,34-35) 206@(62-63,42-43) 206@(16-17,26-27)\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#######CCPP\".\"\"\"..\ny= 10 \"\"\".....#RRRRHHCC#,.,IIII#IIIIIIIIAAAAIIRRRR#RRRRRRPP..\"\"\"\"\"\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##PPRRRRRRPPRRIIII#IIIIIIIIIIIIII#####RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#PPRRRRRRPPRRIIII#IIIIIIIIIIIIII#kkk#RRRRkkk=RRII\"\"\"\ny= 26 \"HHR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#HHHHHHRRIIIIII\"\ny= 28 .HHR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#HHHHHHRRIIIIII~\ny= 30 .####RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII###\"~\ny= 32 \"\"\"\"#RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII#EEE~\ny= 34 \"\"\"\"#PPRRRRRRPPCCCCCCPPCC#CCCCRRRRRRRRRRRRHH#RRRRRRRRRR#EEE~\ny= 36 \"\"\"\"#PPRRRRRRPPCCCCCCPPCC#CCCCRRRRRRRRRRRRHH#RRRRRRRRRR#\"~~~\ny= 38 \"\"\".####################################################~~~~\ny= 40 \"\"\".=.#RRRRRRRR=,PPCCRRCC#CCRRRRRRRRRRRRRRRR############~~~~\ny= 42 \"\"\"\"=.#RRRRRRRR##PPCCRRCC#CCRRRRRRRRRRRRRRRRIIPPIIIOOOI#~~~~\ny= 44 \"\"\"\"=.#RRRRRRRRCCCCCCCCCC#CC,#kkk=RRRRRRRR#kIIPPIIIOOOI~~~~~\ny= 46 \"\"\"\"###RRRRRRRRCCCCCCCCCC#CC######RRRRRRRR~~+~~~~~~~~~~~~~~~\ny= 48 .RRR#RRHHFFRRRRCCCCCCCCCC#PPCCRRFFRRRR#~#~~++~~~~~~~~~~~~~~~\ny= 50 #RRR#RRHHFFRRRRCCCCCCCCCC#PPCCRRFFRRRR~~#~~+\"\"~~~~~~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~~~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~###SSS~~~~~~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#~~~~~\"\"\"SSS~~~~~~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"\"\"\"~~~~~~~\"~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCCCCCCC#CCCC#~~~~~~~~\"\"\"~~~~~~~\"\"\"\".\"\"~~~~\ny= 62 \"\".\"IIII#IIIIIICCCCCCCCCC#CC~~~~~~~~~~~~~~~~~~~~\"\"\"\"\"...\"\"\"~\ny= 64 \"\"..IIII#IIIIIICCCCCC###=##~~~~~~~~~~~~~~~~~~~\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC+~~=#~~~~~~~~~~~~~~~~~\"\".\"\"\"\"\"\".\"\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC##+~~=##II~\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~+~~=#III\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~+~~=#IIPP\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..PPIIII#IIIIIICC~~~IIEE=CC\"PP\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"..\"\".\ny= 76 \"\"PP#############~~~IIEE=CC\"\"\"\".\"\"\".\"......\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"\"\"IIII#IIIIII~~~~II#####\"\"\"\"\".\"\"\".\"\"\"..\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 80 \"\"\".IIII#IIIIII~~~~II#\"\"=#\"\".\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 82 \"\"\"\"IIII#IIII~~~~~\"##II+=CC..\"\"..\"\".\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"..\"\"\"\ny= 84 .\"\"\"IIII#IIII~~~~\"\"#III##CC\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\".\"\"\ny= 86 ~\"\".FFII#===~~~~\"\"##IICC=\"\"\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\".\"\"\ny= 88 ~\"\"\"FFII=~==~~~.\"\"#\"\"#CC====================================\ny= 90 ~~\"\"II#~===~~~~.\"\"#\"\"#.\"\"\"\".\"\"\"\"\".=.\"\"\"\".\"\"\".\"\"\".\"\"\"\".\",,,,,\ny= 92 \"~~~II#~===~~~~\"\"\"#.\"#\"\"\"\"\"\"\"\"\"\"\".=\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\",,,,,\ny= 94 \".~~II#~===~~~\"\"\"\"#\"\"#\"\"\"\"\"\"\".\"\"\"\"=\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"NNNNNNN\ny= 96 \".\"\"II#~==~~~~\"\"\"\"#.\"#\"...\"\"\".\"\"\"\"=\"\"\".\"\"\"\".\"\".\"\"\"\"\"\"NNNNNNN\ny= 98 \"\"\"\"###+=+++++++++#++#++++++++++++=++++++++++++++++++NNNNNNN\n\nZOOM (full resolution, 1 char = 1 tile, top-left (75,29)):\n            8         9         0         1    \n       5678901234567890123456789012345678901234\ny= 29  I#III#RRR#RRR=#HHH#HHH#HHH#RRR=#III#IIII\ny= 30  ########################################\ny= 31  R#RRR#RRR#RRR=#RRR#RRR#FFF#PPP=#III#..+.\ny= 32  R#RRR#RRR#RRR=#RRR#RRR#FFF#PPP=#III#..EE\ny= 33  R#RRR#RRR#RRR=#RRR#RRR#FFF#PPP=#III#++EE\ny= 34  ####################################..EE\ny= 35  R#RRR#RRR#HHH=#RRR#RRR#RRR#RRR=#RRR#..EE\ny= 36  R#RRR#RRR#HHH=#RRR#RRR#RRR#RRR=#RRR#\"\"\".\ny= 37  R#RRR#RRR#HHH=#RRR#RRR#RRR#RRR=#RRR#\"\"\"~\ny= 38  =#===#===#====#===#===#===#====#===#\"\"~~\ny= 39  ####################################.~~~\ny= 40  R#RRR#RRR#RRR=#kkk#kkk#kkk#kkkk#kkk#~~~~\ny= 41  R#RRR#RRR#RRR#######################~~~~\ny= 42  R#RRR#RRR#RRR=IIIPPP#IIIIII#OOOOIII#~~~~\ny= 43  ##############IIIPPP#IIIIII#OOOOIII#~~~~\ny= 44  R#RRR#RRR#kkk=IIIPPP#IIIIII#OOOOIII~~~~~\ny= 45  R#RRR#RRR~~~~~+~~~~~~~~~~~~~OOOO~~~~~~~~\ny= 46  R#RRR#RRR~~~~~+~~~~~~~~~~~~~~~~~~~~~~~~~\ny= 47  ######~~~~~~~~+~~~~~~~~~~~~~~~~~~~~~~~~~\ny= 48  R#.~~#~~~~~~~~+~~~~~~~~~~~~~~~~~~~~~~~~~\ny= 49  R#~~~#~~~~~~+++~~~~~~~~~~~~~~~~~~~~~~~~~\ny= 50  R~~~~#~~~~~.+\"\"\".~~~~~~~~~~~~~~~~~~~~~~~\ny= 51  ~~~~~#~~~~..+\"\"\"...~~~.~~~~~~~~~~~~~~~~~\ny= 52  ~~~~~#~~~..######~~....~~~~~~~~~~~~~~~~~\ny= 53  ~~~~~#~...##SSSS#~~~~~.~~~~~~~~~~~\"\"~~~~\n\nEVENTS SINCE LAST TURN: none\nRESULTS OF YOUR LAST ACTIONS: OK bulldoze (92,42) 3x3: 5 tiles cleared, $5 | OK police at (92,42): ok | OK tax rate set to 5% | OK zoom view at (75,29) next turn\nYOUR NOTES FROM LAST TURN: Check average crime, population, demand, and cash next turn. The new police station at (92,42) should connect to adjacent industrial zones; the station at (5,74) remains unpowered.", "raw": "{\"thoughts\": \"Crime is trending down from 79 toward the <60 target and the new station at (92,42) covers the worst hotspots; the real risk now is the population floor, since demand is deeply negative and cash burn is ~$3.6k/yr. I'll trim road funding (traffic is low at 28), keep police/fire at 100%, and sprinkle cheap parks on vacant served sites to prop up land value and residential demand.\", \"notes\": \"Crime avg 79 (goal <60 by Jan 1982), pop 59,380 (floor 25,000), funds $10,822, burn ~$3.4k/yr at road 60%. Police added at (92,42) last turn should cut the 250-crime hotspots. Unpowered: police (5,74) \u2014 adjacent industrial zone at (8,74) is powered and touching, so it may resolve; zones (8,3)/(9,6) left alone. Demand all negative (R -51, C -100, I -100) \u2014 avoid building zones; focus parks, services, taxes. Next turn: check crime drop, population trend, cash; consider road funding 50% if roads hold, and more parks near residential cores.\", \"actions\": [{\"type\": \"funding\", \"road\": 60, \"fire\": 100, \"police\": 100}, {\"type\": \"build\", \"what\": \"park\", \"x\": 56, \"y\": 44}, {\"type\": \"build\", \"what\": \"park\", \"x\": 32, \"y\": 40}, {\"type\": \"build\", \"what\": \"park\", \"x\": 39, \"y\": 10}, {\"type\": \"build\", \"what\": \"park\", \"x\": 36, \"y\": 10}, {\"type\": \"build\", \"what\": \"park\", \"x\": 48, \"y\": 6}, {\"type\": \"build\", \"what\": \"park\", \"x\": 52, \"y\": 6}, {\"type\": \"build\", \"what\": \"park\", \"x\": 45, \"y\": 6}, {\"type\": \"build\", \"what\": \"park\", \"x\": 80, \"y\": 55}, {\"type\": \"build\", \"what\": \"park\", \"x\": 39, \"y\": 7}, {\"type\": \"build\", \"what\": \"park\", \"x\": 42, \"y\": 6}, {\"type\": \"build\", \"what\": \"park\", \"x\": 90, \"y\": 40}, {\"type\": \"build\", \"what\": \"park\", \"x\": 96, \"y\": 40}, {\"type\": \"build\", \"what\": \"park\", \"x\": 90, \"y\": 46}, {\"type\": \"build\", \"what\": \"park\", \"x\": 24, \"y\": 30}, {\"type\": \"build\", \"what\": \"park\", \"x\": 24, \"y\": 36}, {\"type\": \"build\", \"what\": \"park\", \"x\": 30, \"y\": 50}, {\"type\": \"build\", \"what\": \"park\", \"x\": 50, \"y\": 58}, {\"type\": \"build\", \"what\": \"park\", \"x\": 50, \"y\": 60}, {\"type\": \"zoom\", \"x\": 0, \"y\": 60}]}", "routed_model": "z-ai/glm-5.3", "usage": {"prompt_tokens": 4578, "completion_tokens": 3136, "total_tokens": 7714, "cost": 0.01313494, "is_byok": false, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 0, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.01313494, "upstream_inference_prompt_cost": 0.00416598, "upstream_inference_completions_cost": 0.00896896}, "completion_tokens_details": {"reasoning_tokens": 2375, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.01313494, "latency_s": 52.46, "thoughts": "Crime is trending down from 79 toward the <60 target and the new station at (92,42) covers the worst hotspots; the real risk now is the population floor, since demand is deeply negative and cash burn is ~$3.6k/yr. I'll trim road funding (traffic is low at 28), keep police/fire at 100%, and sprinkle cheap parks on vacant served sites to prop up land value and residential demand.", "notes": "Crime avg 79 (goal <60 by Jan 1982), pop 59,380 (floor 25,000), funds $10,822, burn ~$3.4k/yr at road 60%. Police added at (92,42) last turn should cut the 250-crime hotspots. Unpowered: police (5,74) \u2014 adjacent industrial zone at (8,74) is powered and touching, so it may resolve; zones (8,3)/(9,6) left alone. Demand all negative (R -51, C -100, I -100) \u2014 avoid building zones; focus parks, services, taxes. Next turn: check crime drop, population trend, cash; consider road funding 50% if roads hold, and more parks near residential cores.", "actions": [{"type": "funding", "road": 60, "fire": 100, "police": 100}, {"type": "build", "what": "park", "x": 56, "y": 44}, {"type": "build", "what": "park", "x": 32, "y": 40}, {"type": "build", "what": "park", "x": 39, "y": 10}, {"type": "build", "what": "park", "x": 36, "y": 10}, {"type": "build", "what": "park", "x": 48, "y": 6}, {"type": "build", "what": "park", "x": 52, "y": 6}, {"type": "build", "what": "park", "x": 45, "y": 6}, {"type": "build", "what": "park", "x": 80, "y": 55}, {"type": "build", "what": "park", "x": 39, "y": 7}, {"type": "build", "what": "park", "x": 42, "y": 6}, {"type": "build", "what": "park", "x": 90, "y": 40}, {"type": "build", "what": "park", "x": 96, "y": 40}, {"type": "build", "what": "park", "x": 90, "y": 46}, {"type": "build", "what": "park", "x": 24, "y": 30}, {"type": "build", "what": "park", "x": 24, "y": 36}, {"type": "build", "what": "park", "x": 30, "y": 50}, {"type": "build", "what": "park", "x": 50, "y": 58}, {"type": "build", "what": "park", "x": 50, "y": 60}, {"type": "zoom", "x": 0, "y": 60}], "actions_dropped": 0, "results": ["OK funding set: road 60%, fire 100%, police 100%", "OK park at (56,44): ok", "OK park at (32,40): ok", "OK park at (39,10): ok", "OK park at (36,10): ok", "OK park at (48,6): ok", "OK park at (52,6): ok", "OK park at (45,6): ok", "OK park at (80,55): ok", "OK park at (39,7): ok", "OK park at (42,6): ok", "OK park at (90,40): ok", "OK park at (96,40): ok", "REJECTED park at (90,46): blocked by water (e.g. (90,46)); bulldoze first or pick another site", "REJECTED park at (24,30): blocked by road (e.g. (24,30)); bulldoze first or pick another site", "REJECTED park at (24,36): blocked by residential (e.g. (24,36)); bulldoze first or pick another site", "REJECTED park at (30,50): blocked by rail (e.g. (30,50)); bulldoze first or pick another site", "OK park at (50,58): ok", "REJECTED park at (50,60): blocked by road (e.g. (50,60)); bulldoze first or pick another site", "OK zoom view at (0,60) next turn"], "state": {"population_now": 59380, "funds": 10822, "score": 483, "tax": 5}, "info": {"unpowered_zones": 2, "zones_r": 119, "zones_c": 63, "zones_i": 91, "free_sites": 10}, "wall_s": 208.4}
{"turn": 6, "date": "Apr 1973", "model": "typesafe/jev-router", "prompt": "TASK: Detroit, 1972. Competition from overseas and other economic factors pushed the once 'automobile capital of the world' into recession. Falling land values and unemployment drove crime in the inner city to chronic levels. You have $20,000 and 10 years to reduce crime and rebuild the industrial base. GOAL: the average crime level must be under 60 when the scenario is judged in 1982 (the scenario's own rule), AND the population then must be at least 25,000, a third of 1972's 76,000. (This eval adds the population floor: without it the scenario can be 'won' by letting the city empty out, which cuts crime.)\n\nDATE: Apr 1973 (turn 6 of 40; each turn = 3 months; deadline Jan 1982)\nFUNDS: $10,683   tax rate 5%   funding: road 60%, fire 100%, police 100%\n  last January's budget: tax income $1,036, requested road $2,519, fire $700, police $1,400; cash flow $-3,583/yr\nPOPULATION: 54,380 now (official census 60,440, Capital); residents 1047, commerce 74, industry 135 (engine units)\nZONES: residential 120, commercial 63, industrial 91; unpowered zones: 2\nDEMAND (-100..+100, positive = the city wants more of it): residential -80, commercial -100, industrial -100\nCITY SCORE (re-evaluated each January, like the official census): 483 / 1000 (change -56 at the last evaluation); approval 53%; top problems (share of citizens): crime 18%, taxes 13%, pollution 10%, housing costs 8%\nAVERAGES (0-255, lower is better except land value): crime 70, pollution 59, traffic 28, land value 47\nSERVICES: coal plants 2, nuclear 3, police 14, fire stations 7, stadiums 1, seaports 1, airports 1; road tiles 2365, rail tiles 602; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 70); population must be >= 25,000\n\nBUILDINGS (top-left; * = unpowered): coal power plant x2: (44,74) (113,32); nuclear power plant x3: (107,95) (111,95) (115,95); police station x14: (5,74)* (10,35) (18,23) (18,52) (26,35) (35,23) (35,40) (43,35) (47,14) (52,48) (56,72) (92,42) (102,9) (102,31); fire station x7: (9,86) (18,14) (18,48) (43,19) (47,31) (64,48) (98,31); stadium x1: (87,53); seaport x1: (103,42); airport x1: (69,11)\nUNPOWERED ZONES (top-left): (8,3) (9,6)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (53,6) (81,55) (35,7) (56,4) (64,6) (48,3) (52,3) (51,77) (59,3) (67,6)\nLARGE OPEN AREAS (top-left, size): (94,63) 26x26 (69,67) 22x22 (105,0) 15x15 (55,75) 14x14 (0,11) 10x10 (15,0) 9x9\nHOT SPOTS (value@tile range): crime: 250@(80-81,20-21) 250@(78-79,42-43) 250@(78-79,28-29); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15); traffic: 206@(62-63,34-35) 206@(62-63,30-31) 206@(12-13,26-27)\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\"\"k\"kk.k#k\"IIII\"\"\"\"..\"\"CC\"\"\"\"CC#CC.\"\"\"\"\"\"\".\ny=  8 \"\"\".rr#########RR#..\"#######IIII########CC#######CCPP\".\"\"\"..\ny= 10 \"\"\".....#RRRRHHCC#kk,IIII#IIIIIIIIAAAAIIRRRR#RRRRRRPP..\"\"\"\"\"\ny= 12 ..\".....#RRRRHHCC####IIII#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##PPRRRRRRPPRRIIII#IIIIIIIIIIIIII#####RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#PPRRRRRRPPRRIIII#IIIIIIIIIIIIII#kkk#RRRRkkk=RRII\"\"\"\ny= 26 \"HHR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#HHHHHHRRIIIIII\"\ny= 28 .HHR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#HHHHHHRRIIIIII~\ny= 30 .####RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII###\"~\ny= 32 \"\"\"\"#RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII#EEE~\ny= 34 \"\"\"\"#PPRRRRRRPPCCCCCCPPCC#CCCCRRRRRRRRRRRRHH#RRRRRRRRRR#EEE~\ny= 36 \"\"\"\"#PPRRRRRRPPCCCCCCPPCC#CCCCRRRRRRRRRRRRHH#RRRRRRRRRR#\"~~~\ny= 38 \"\"\".####################################################~~~~\ny= 40 \"\"\".=.#RRRRRRRR=kPPCCRRCC#CCRRRRRRRRRRRRRRRR############~~~~\ny= 42 \"\"\"\"=.#RRRRRRRR##PPCCRRCC#CCRRRRRRRRRRRRRRRRIIPPIIIOOOI#~~~~\ny= 44 \"\"\"\"=.#RRRRRRRRCCCCCCCCCC#CCk#kkk=RRRRRRRR#kIIPPIIIOOOI~~~~~\ny= 46 \"\"\"\"###RRRRRRRRCCCCCCCCCC#CC######RRRRRRRR~~+~~~~~~~~~~~~~~~\ny= 48 .RRR#RRHHFFRRRRCCCCCCCCCC#PPCCRRFFRRRR#~#~~++~~~~~~~~~~~~~~~\ny= 50 #RRR#RRHHFFRRRRCCCCCCCCCC#PPCCRRFFRRRR~~#~~+\"\"~~~~~~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~~~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~###SSS~~~~~~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#~~~~~\"\"\"SSS~~~~~~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"\"\"\"~~~~~~~\"~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCCCCCCC#CCCC#~~~~~~~~\"\"\"~~~~~~~\"\"\"\".\"\"~~~~\ny= 62 \"\".\"IIII#IIIIIICCCCCCCCCC#CC~~~~~~~~~~~~~~~~~~~~\"\"\"\"\"...\"\"\"~\ny= 64 \"\"..IIII#IIIIIICCCCCC###=##~~~~~~~~~~~~~~~~~~~\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC+~~=#~~~~~~~~~~~~~~~~~\"\".\"\"\"\"\"\".\"\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC##+~~=##II~\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~+~~=#III\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~+~~=#IIPP\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..PPIIII#IIIIIICC~~~IIEE=CC\"PP\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"..\"\".\ny= 76 \"\"PP#############~~~IIEE=CC\"\"\"\".\"\"\".\"......\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"\"\"IIII#IIIIII~~~~II#####\"\"\"\"\".\"\"\".\"\"\"..\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 80 \"\"\".IIII#IIIIII~~~~II#\"\"=#\"\".\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 82 \"\"\"\"IIII#IIII~~~~~\"##II+=CC..\"\"..\"\".\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"..\"\"\"\ny= 84 .\"\"\"IIII#IIII~~~~\"\"#III##CC\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\".\"\"\ny= 86 ~\"\".FFII#===~~~~\"\"##IICC=\"\"\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\".\"\"\ny= 88 ~\"\"\"FFII=~==~~~.\"\"#\"\"#CC====================================\ny= 90 ~~\"\"II#~===~~~~.\"\"#\"\"#.\"\"\"\".\"\"\"\"\".=.\"\"\"\".\"\"\".\"\"\".\"\"\"\".\",,,,,\ny= 92 \"~~~II#~===~~~~\"\"\"#.\"#\"\"\"\"\"\"\"\"\"\"\".=\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\",,,,,\ny= 94 \".~~II#~===~~~\"\"\"\"#\"\"#\"\"\"\"\"\"\".\"\"\"\"=\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"NNNNNNN\ny= 96 \".\"\"II#~==~~~~\"\"\"\"#.\"#\"...\"\"\".\"\"\"\"=\"\"\".\"\"\"\".\"\".\"\"\"\"\"\"NNNNNNN\ny= 98 \"\"\"\"###+=+++++++++#++#++++++++++++=++++++++++++++++++NNNNNNN\n\nZOOM (full resolution, 1 char = 1 tile, top-left (0,60)):\n       0         1         2         3         \n       0123456789012345678901234567890123456789\ny= 60  \"\"\"...\"\"#===#===#====#===#===#===#===#==\ny= 61  ......\"\"#III#III#=III#III#III#CCC#CCC#CC\ny= 62  .\"\"...\"\"#III#III#=III#III#III#CCC#CCC#CC\ny= 63  .\"\"...\"\"#III#III#=III#III#III#CCC#CCC#CC\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  ....\"PPP#III#III#=III#III#III#CCC#..~~~~\ny= 75  ....\"PPP#III#III#=III#III#III#CCC#.~~~~~\ny= 76  .\"\"..PPP##########################~~~~~~\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: OK funding set: road 60%, fire 100%, police 100% | OK park at (56,44): ok | OK park at (32,40): ok | OK park at (39,10): ok | OK park at (36,10): ok | OK park at (48,6): ok | OK park at (52,6): ok | OK park at (45,6): ok | OK park at (80,55): ok | OK park at (39,7): ok | OK park at (42,6): ok | OK park at (90,40): ok | OK park at (96,40): ok | REJECTED park at (90,46): blocked by water (e.g. (90,46)); bulldoze first or pick another site | REJECTED park at (24,30): blocked by road (e.g. (24,30)); bulldoze first or pick another site | REJECTED park at (24,36): blocked by residential (e.g. (24,36)); bulldoze first or pick another site | REJECTED park at (30,50): blocked by rail (e.g. (30,50)); bulldoze first or pick another site | OK park at (50,58): ok | REJECTED park at (50,60): blocked by road (e.g. (50,60)); bulldoze first or pick another site | OK zoom view at (0,60) next turn\nYOUR NOTES FROM LAST TURN: Crime avg 79 (goal <60 by Jan 1982), pop 59,380 (floor 25,000), funds $10,822, burn ~$3.4k/yr at road 60%. Police added at (92,42) last turn should cut the 250-crime hotspots. Unpowered: police (5,74) \u2014 adjacent industrial zone at (8,74) is powered and touching, so it may resolve; zones (8,3)/(9,6) left alone. Demand all negative (R -51, C -100, I -100) \u2014 avoid building zones; focus parks, services, taxes. Next turn: check crime drop, population trend, cash; consider road funding 50% if roads hold, and more parks near residential cores.", "raw": "Crime fell from 79 to 70, but cash runs out in about three years at the current burn. I'm raising taxes slightly, trimming road and fire funding, keeping police at 100%, and zooming in on the crime hotspots to plan police placement.\n\n{\"thoughts\": \"Crime fell from 79 to 70, but population is sliding and cash burn of about $3.5k/yr would run out in roughly 3 years. I'll raise taxes slightly and trim road and fire funding while keeping police at 100%. I'll also zoom on the hotspot area (x78-81, y20-43) to find sites for police stations.\", \"notes\": \"Crime 70 (goal <60 by Jan 1982), pop 54k (floor 25k), funds $10.7k. Set tax 7%, road 50%, fire 50%, police 100% to slow the burn. Hotspots: (80,20), (78,28), (78,42), which are industrial/residential. Zoomed (65,15) to find police sites; consider bulldozing a zone for a police station there. Check cash flow next January.\", \"actions\": [{\"type\": \"tax\", \"rate\": 7}, {\"type\": \"funding\", \"road\": 50, \"fire\": 50, \"police\": 100}, {\"type\": \"zoom\", \"x\": 65, \"y\": 15}]}", "routed_model": "anthropic/claude-opus-5.5", "usage": {"prompt_tokens": 7086, "completion_tokens": 1473, "total_tokens": 8559, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 0, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.057804, "upstream_inference_prompt_cost": 0.028344, "upstream_inference_completions_cost": 0.02946}, "completion_tokens_details": {"reasoning_tokens": 1052, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.057804, "latency_s": 25.27, "thoughts": "Crime fell from 79 to 70, but population is sliding and cash burn of about $3.5k/yr would run out in roughly 3 years. I'll raise taxes slightly and trim road and fire funding while keeping police at 100%. I'll also zoom on the hotspot area (x78-81, y20-43) to find sites for police stations.", "notes": "Crime 70 (goal <60 by Jan 1982), pop 54k (floor 25k), funds $10.7k. Set tax 7%, road 50%, fire 50%, police 100% to slow the burn. Hotspots: (80,20), (78,28), (78,42), which are industrial/residential. Zoomed (65,15) to find police sites; consider bulldozing a zone for a police station there. Check cash flow next January.", "actions": [{"type": "tax", "rate": 7}, {"type": "funding", "road": 50, "fire": 50, "police": 100}, {"type": "zoom", "x": 65, "y": 15}], "actions_dropped": 0, "results": ["OK tax rate set to 7%", "OK funding set: road 50%, fire 50%, police 100%", "OK zoom view at (65,15) next turn"], "state": {"population_now": 54380, "funds": 10683, "score": 483, "tax": 5}, "info": {"unpowered_zones": 2, "zones_r": 120, "zones_c": 63, "zones_i": 91, "free_sites": 10}, "wall_s": 233.8}
{"turn": 7, "date": "Jul 1973", "model": "typesafe/jev-router", "prompt": "TASK: Detroit, 1972. Competition from overseas and other economic factors pushed the once 'automobile capital of the world' into recession. Falling land values and unemployment drove crime in the inner city to chronic levels. You have $20,000 and 10 years to reduce crime and rebuild the industrial base. GOAL: the average crime level must be under 60 when the scenario is judged in 1982 (the scenario's own rule), AND the population then must be at least 25,000, a third of 1972's 76,000. (This eval adds the population floor: without it the scenario can be 'won' by letting the city empty out, which cuts crime.)\n\nDATE: Jul 1973 (turn 7 of 40; each turn = 3 months; deadline Jan 1982)\nFUNDS: $10,683   tax rate 7%   funding: road 50%, fire 50%, police 100%\n  last January's budget: tax income $1,036, requested road $2,519, fire $700, police $1,400; cash flow $-3,583/yr\nPOPULATION: 49,340 now (official census 60,440, Capital); residents 907, commerce 67, industry 128 (engine units)\nZONES: residential 121, commercial 63, industrial 91; unpowered zones: 2\nDEMAND (-100..+100, positive = the city wants more of it): residential -100, commercial -100, industrial -100\nCITY SCORE (re-evaluated each January, like the official census): 483 / 1000 (change -56 at the last evaluation); approval 53%; top problems (share of citizens): crime 18%, taxes 13%, pollution 10%, housing costs 8%\nAVERAGES (0-255, lower is better except land value): crime 66, pollution 59, traffic 28, land value 48\nSERVICES: coal plants 2, nuclear 3, police 14, fire stations 7, stadiums 1, seaports 1, airports 1; road tiles 2392, rail tiles 602; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 66); population must be >= 25,000\n\nBUILDINGS (top-left; * = unpowered): coal power plant x2: (44,74) (113,32); nuclear power plant x3: (107,95) (111,95) (115,95); police station x14: (5,74)* (10,35) (18,23) (18,52) (26,35) (35,23) (35,40) (43,35) (47,14) (52,48) (56,72) (92,42) (102,9) (102,31); fire station x7: (9,86) (18,14) (18,48) (43,19) (47,31) (64,48) (98,31); stadium x1: (87,53); seaport x1: (103,42); airport x1: (69,11)\nUNPOWERED ZONES (top-left): (8,3) (9,6)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (53,6) (81,55) (35,7) (56,4) (64,6) (48,3) (52,3) (51,77) (59,3) (67,6)\nLARGE OPEN AREAS (top-left, size): (94,63) 26x26 (69,67) 22x22 (105,0) 15x15 (55,75) 14x14 (0,11) 10x10 (15,0) 9x9\nHOT SPOTS (value@tile range): crime: 250@(80-81,20-21) 250@(78-79,28-29) 250@(78-79,26-27); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15); traffic: 206@(62-63,34-35) 206@(28-29,26-27) 204@(80-81,26-27)\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\"\"k\"kk.k#k\"IIII\"\"\"\"..\"\"CC\"\"\"\"CC#CC.\"\"\"\"\"\"\".\ny=  8 \"\"\".rr#########RR#..\"#######IIII########CC#######CCPP\".\"\"\"..\ny= 10 \"\"\".....#RRRRHHCC#kk,IIII#IIIIIIIIAAAAIIRRRR#RRRRRRPP..\"\"\"\"\"\ny= 12 ..\".....#RRRRHHCC####IIII#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##PPRRRRRRPPRRIIII#IIIIIIIIIIIIII#####RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#PPRRRRRRPPRRIIII#IIIIIIIIIIIIII#kkk#RRRRkkk=RRII\"\"\"\ny= 26 \"HHR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#HHHHRRRRIIIIII\"\ny= 28 .HHR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#HHHHRRRRIIIIII~\ny= 30 .####RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII###\"~\ny= 32 \"\"\"\"#RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII#EEE~\ny= 34 \"\"\"\"#PPRRRRRRPPCCCCCCPPCC#CCCCRRRRRRRRRRRRHH#RRRRRRRRRR#EEE~\ny= 36 \"\"\"\"#PPRRRRRRPPCCCCCCPPCC#CCCCRRRRRRRRRRRRHH#RRRRRRRRRR#\"~~~\ny= 38 \"\"\".####################################################~~~~\ny= 40 \"\"\".=.#RRRRRRRR=kPPCCRRCC#CCRRRRRRRRRRRRRRRR############~~~~\ny= 42 \"\"\"\"=.#RRRRRRRR##PPCCRRCC#CCRRRRRRRRRRRRRRRRIIPPIIIOOOI#~~~~\ny= 44 \"\"\"\"=.#RRRRRRRRCCCCCCCCCC#CCk#kkk=RRRRRRRR#kIIPPIIIOOOI~~~~~\ny= 46 \"\"\"\"###RRRRRRRRCCCCCCCCCC#CC######RRRRRRRR~~+~~~~~~~~~~~~~~~\ny= 48 .RRR#RRHHFFRRRRCCCCCCCCCC#PPCCRRFFRRRR#~#~~++~~~~~~~~~~~~~~~\ny= 50 #RRR#RRHHFFRRRRCCCCCCCCCC#PPCCRRFFRRRR~~#~~+\"\"~~~~~~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~~~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~###SSS~~~~~~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#~~~~~\"\"\"SSS~~~~~~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"\"\"\"~~~~~~~\"~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCCCCCCC#CCCC#~~~~~~~~\"\"\"~~~~~~~\"\"\"\".\"\"~~~~\ny= 62 \"\".\"IIII#IIIIIICCCCCCCCCC#CC~~~~~~~~~~~~~~~~~~~~\"\"\"\"\"...\"\"\"~\ny= 64 \"\"..IIII#IIIIIICCCCCC###=#~~~~~~~~~~~~~~~~~~~~\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC+~~=#~~~~~~~~~~~~~~~~~\"\".\"\"\"\"\"\".\"\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC##+~~=#~II~\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~+~~=#III\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~+~~=#IIPP\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..PPIIII#IIIIIICC~~~IIEE=CC\"PP\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"..\"\".\ny= 76 \"\"PP#############~~~IIEE=CC\"\"\"\".\"\"\".\"......\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"\"\"IIII#IIIIII~~~~II#####\"\"\"\"\".\"\"\".\"\"\"..\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 80 \"\"\".IIII#IIIIII~~~~II#\"\"=#\"\".\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 82 \"\"\"\"IIII#IIII~~~~~\"##II+=CC..\"\"..\"\".\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"..\"\"\"\ny= 84 .\"\"\"IIII#IIII~~~~\"\"#III##CC\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\".\"\"\ny= 86 ~\"\".FFII#===~~~~\"\"##IICC=\"\"\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\".\"\"\ny= 88 ~\"\"\"FFII=~==~~~.\"\"#\"\"#CC====================================\ny= 90 ~~\"\"II#~===~~~~.\"\"#\"\"#.\"\"\"\".\"\"\"\"\".=.\"\"\"\".\"\"\".\"\"\".\"\"\"\".\",,,,,\ny= 92 \"~~~II#~===~~~~\"\"\"#.\"#\"\"\"\"\"\"\"\"\"\"\".=\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\",,,,,\ny= 94 \".~~II#~===~~~\"\"\"\"#\"\"#\"\"\"\"\"\"\".\"\"\"\"=\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"NNNNNNN\ny= 96 \".\"\"II#~==~~~~\"\"\"\"#.\"#\"...\"\"\".\"\"\"\"=\"\"\".\"\"\"\".\"\".\"\"\"\"\"\"NNNNNNN\ny= 98 \"\"\"\"###+=+++++++++#++#++++++++++++=++++++++++++++++++NNNNNNN\n\nZOOM (full resolution, 1 char = 1 tile, top-left (65,15)):\n            7         8         9         0    \n       5678901234567890123456789012345678901234\ny= 15  II=#AAAAAA=#III#RRR#RRR=#,,,.,,,#RRR#,,,\ny= 16  II=#AAAAAA=#III#RRR#RRR=#,,,.,,,#RRR#,,,\ny= 17  ===#=======#===#===#====#=======#===#===\ny= 18  ########################################\ny= 19  II=#III#III#III#III#III=#RRR#RRR#RRR#RRR\ny= 20  II=#III#III#III#III#III=#RRR#RRR#RRR#RRR\ny= 21  II=#III#III#III#III#III=#RRR#RRR#RRR#RRR\ny= 22  ########################################\ny= 23  II=#III#III#III#kkkkkkk=#RRR#RRR#kkkkkkk\ny= 24  II=#III#III#III#kkkkkkk=#RRR#RRR#kkkkkkk\ny= 25  II=#III#III#III#kkkkkkk=#RRR#RRR#kkkkkkk\ny= 26  ########################################\ny= 27  II=#III#III#III#RRR#RRR=#HHH#HHH#RRR#RRR\ny= 28  II=#III#III#III#RRR#RRR=#HHH#HHH#RRR#RRR\ny= 29  II=#III#III#III#RRR#RRR=#HHH#HHH#RRR#RRR\ny= 30  ########################################\ny= 31  RR=#RRR#RRR#RRR#RRR#RRR=#RRR#RRR#FFF#PPP\ny= 32  RR=#RRR#RRR#RRR#RRR#RRR=#RRR#RRR#FFF#PPP\ny= 33  RR=#RRR#RRR#RRR#RRR#RRR=#RRR#RRR#FFF#PPP\ny= 34  ########################################\ny= 35  RR=#RRR#RRR#RRR#RRR#HHH=#RRR#RRR#RRR#RRR\ny= 36  RR=#RRR#RRR#RRR#RRR#HHH=#RRR#RRR#RRR#RRR\ny= 37  RR=#RRR#RRR#RRR#RRR#HHH=#RRR#RRR#RRR#RRR\ny= 38  ===#===#===#===#===#====#===#===#===#===\ny= 39  ########################################\n\nEVENTS SINCE LAST TURN: Population has reached 10,000.\nRESULTS OF YOUR LAST ACTIONS: OK tax rate set to 7% | OK funding set: road 50%, fire 50%, police 100% | OK zoom view at (65,15) next turn\nYOUR NOTES FROM LAST TURN: Crime 70 (goal <60 by Jan 1982), pop 54k (floor 25k), funds $10.7k. Set tax 7%, road 50%, fire 50%, police 100% to slow the burn. Hotspots: (80,20), (78,28), (78,42), which are industrial/residential. Zoomed (65,15) to find police sites; consider bulldozing a zone for a police station there. Check cash flow next January.", "raw": "Crime hotspots sit around x 78-81, y 20-29. I'll replace part of the park block at (81,23) with a police station and power it through a line on the road tile at (82,22). I'm also raising tax a little to slow the cash drain.\n\n{\"thoughts\": \"Crime hotspots are clustered at x 78-81, y 20-29, in an industrial and residential block. The park tiles at (81-87, 23-25) are a cheap place for a police station. The line at (82,22) should link it to the powered industrial zone to the north. I'm also raising tax to 8% to slow the cash drain, and trying to power the unpowered police station at (5,74).\", \"notes\": \"Built police at (81,23) on park land, powered via a line at (82,22). Tried a power line at x8, y74-76 for police (5,74). Tax 8%. Next: check the crime average and the hotspots. If cash allows, add police near other hotspots, e.g. parks at (84-87,23) or (97-103,23). Watch the January cash flow.\", \"actions\": [{\"type\": \"bulldoze\", \"x\": 81, \"y\": 23, \"w\": 3, \"h\": 3}, {\"type\": \"build\", \"what\": \"police\", \"x\": 81, \"y\": 23}, {\"type\": \"power_line\", \"x1\": 82, \"y1\": 22, \"x2\": 82, \"y2\": 22}, {\"type\": \"power_line\", \"x1\": 8, \"y1\": 74, \"x2\": 8, \"y2\": 76}, {\"type\": \"tax\", \"rate\": 8}, {\"type\": \"zoom\", \"x\": 0, \"y\": 65}]}", "routed_model": "anthropic/claude-opus-5.5", "usage": {"prompt_tokens": 6756, "completion_tokens": 2394, "total_tokens": 9150, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 0, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.074904, "upstream_inference_prompt_cost": 0.027024, "upstream_inference_completions_cost": 0.04788}, "completion_tokens_details": {"reasoning_tokens": 1876, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.074904, "latency_s": 37.87, "thoughts": "Crime hotspots are clustered at x 78-81, y 20-29, in an industrial and residential block. The park tiles at (81-87, 23-25) are a cheap place for a police station. The line at (82,22) should link it to the powered industrial zone to the north. I'm also raising tax to 8% to slow the cash drain, and trying to power the unpowered police station at (5,74).", "notes": "Built police at (81,23) on park land, powered via a line at (82,22). Tried a power line at x8, y74-76 for police (5,74). Tax 8%. Next: check the crime average and the hotspots. If cash allows, add police near other hotspots, e.g. parks at (84-87,23) or (97-103,23). Watch the January cash flow.", "actions": [{"type": "bulldoze", "x": 81, "y": 23, "w": 3, "h": 3}, {"type": "build", "what": "police", "x": 81, "y": 23}, {"type": "power_line", "x1": 82, "y1": 22, "x2": 82, "y2": 22}, {"type": "power_line", "x1": 8, "y1": 74, "x2": 8, "y2": 76}, {"type": "tax", "rate": 8}, {"type": "zoom", "x": 0, "y": 65}], "actions_dropped": 0, "results": ["OK bulldoze (81,23) 3x3: 9 tiles cleared, $9", "OK police at (81,23): ok", "OK power_line (82,22)->(82,22): 1/1 tiles ok, $5", "OK power_line (8,74)->(8,76): 2/3 tiles ok, $10; 1 blocked by road e.g. (8, 76)", "OK tax rate set to 8%", "OK zoom view at (0,65) next turn"], "state": {"population_now": 49340, "funds": 10683, "score": 483, "tax": 7}, "info": {"unpowered_zones": 2, "zones_r": 121, "zones_c": 63, "zones_i": 91, "free_sites": 10}, "wall_s": 271.9}
{"turn": 8, "date": "Oct 1973", "model": "typesafe/jev-router", "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: $10,159   tax rate 8%   funding: road 50%, fire 50%, police 100%\n  last January's budget: tax income $1,036, requested road $2,519, fire $700, police $1,400; cash flow $-3,583/yr\nPOPULATION: 44,920 now (official census 60,440, Capital); residents 814, commerce 58, industry 121 (engine units)\nZONES: residential 121, commercial 63, industrial 91; unpowered zones: 2\nDEMAND (-100..+100, positive = the city wants more of it): residential -100, commercial -100, industrial -100\nCITY SCORE (re-evaluated each January, like the official census): 483 / 1000 (change -56 at the last evaluation); approval 53%; top problems (share of citizens): crime 18%, taxes 13%, pollution 10%, housing costs 8%\nAVERAGES (0-255, lower is better except land value): crime 66, pollution 59, traffic 28, land value 48\nSERVICES: coal plants 2, nuclear 3, police 15, fire stations 7, stadiums 1, seaports 1, airports 1; road tiles 2363, rail tiles 602; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 66); population must be >= 25,000\n\nBUILDINGS (top-left; * = unpowered): coal power plant x2: (44,74) (113,32); nuclear power plant x3: (107,95) (111,95) (115,95); police station x15: (5,74) (10,35) (18,23) (18,52) (26,35) (35,23) (35,40) (43,35) (47,14) (52,48) (56,72) (81,23) (92,42) (102,9) (102,31); fire station x7: (9,86) (18,14) (18,48) (43,19) (47,31) (64,48) (98,31); stadium x1: (87,53); seaport x1: (103,42); airport x1: (69,11)\nUNPOWERED ZONES (top-left): (8,3) (9,6)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (53,6) (81,55) (35,7) (56,4) (64,6) (48,3) (52,3) (51,77) (59,3) (67,6)\nLARGE OPEN AREAS (top-left, size): (94,63) 26x26 (69,67) 22x22 (105,0) 15x15 (55,75) 14x14 (0,11) 10x10 (15,0) 9x9\nHOT SPOTS (value@tile range): crime: 250@(80-81,20-21) 250@(78-79,28-29) 250@(78-79,26-27); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15); traffic: 206@(76-77,30-31) 202@(76-77,32-33) 182@(12-13,22-23)\n\nMAP (1 char = 2x2 tiles; the char at column c, row r covers x=2c..2c+1, y=2r..2r+1).\nLegend: . empty land  \" trees  ~ water  , rubble  * fire  w flood  ! radiation  # road  = rail  + power line  R/C/I zones (lowercase = unpowered)  E coal plant  N nuclear  P police  F fire station  S stadium  O seaport  A airport  H hospital/church  k park\n      0    10   20   30   40   50   60   70   80   90   100  110     <- x\ny=  0 .\"\"#\"\"\".\"\".\"\"\"#\"\"\"\"\".\"\"\"\"#\"\"...\"\"\"\"\"..\"\"\"\"\"\".\"\"\"#\".\"\"\"\"\"\"\"\"\"\ny=  2 .\"\"#rr\"\"\"\"\"\"\"\"#\"\"\"\"\".\"\"\"\"#\"\".\".\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"#\"\"\"\"\"\"\"..\"\"\ny=  4 .\"\"#rr\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"\"\"#\"\"\"\"..\"\"\"\"\".\"\".\"\"\"\"\"CC#\"\"\"\"\"\"\"\"\"\".\ny=  6 .\"\"#rr\"\".\"\".\"\"#RR\"\"k\"kk.k#k\"IIII\"\"\"\"..\"\"CC\"\"\"\"CC#CC.\"\"\"\"\"\"\".\ny=  8 \"\"\".rr#########RR#..\"#######IIII########CC#######CCPP\".\"\"\"..\ny= 10 \"\"\".....#RRRRHHCC#kk,IIII#IIIIIIIIAAAAIIRRRR#RRRRRRPP..\"\"\"\"\"\ny= 12 ..\".....#RRRRHHCC####IIII#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##PPRRRRRRPPRRIIII#IIIIIIIIIIIIIIPP###RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#PPRRRRRRPPRRIIII#IIIIIIIIIIIIIIPPkk#RRRRkkk=RRII\"\"\"\ny= 26 \"HHR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#HHHHRRRRIIIIII\"\ny= 28 .HHR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIIIRRRR#HHHHRRRRIIIIII~\ny= 30 .####RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII###\"~\ny= 32 \"\"\"\"#RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII#EEE~\ny= 34 \"\"\"\"#PPRRRRRRPPCCCCCCPPCC#CCCCRRRRRRRRRRRRHH#RRRRRRRRRR#EEE~\ny= 36 \"\"\"\"#PPRRRRRRPPCCCCCCPPCC#CCCCRRRRRRRRRRRRHH#RRRRRRRRRR#\"~~~\ny= 38 \"\"\".####################################################~~~~\ny= 40 \"\"\".=.#RRRRRRRR=kPPCCRRCC#CCRRRRRRRRRRRRRRRR############~~~~\ny= 42 \"\"\"\"=.#RRRRRRRR##PPCCRRCC#CCRRRRRRRRRRRRRRRRIIPPIIIOOOI#~~~~\ny= 44 \"\"\"\"=.#RRRRRRRRCCCCCCCCCC#CCk#kkk=RRRRRRRR#kIIPPIIIOOOI~~~~~\ny= 46 \"\"\"\"###RRRRRRRRCCCCCCCCCC#CC######RRRRRRRR~~+~~~~~~~~~~~~~~~\ny= 48 .RRR#RRHHFFRRRRCCCCCCCCCC#PPCCRRFFRRRR#~#~~++~~~~~~~~~~~~~~~\ny= 50 #RRR#RRHHFFRRRRCCCCCCCCCC#PPCCRRFFRRRR~~#~~+\"\"~~~~~~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~~~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~###SSS~~~~~~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#~~~~~\"\"\"SSS~~~~~~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"\"\"\"~~~~~~~\"~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCCCCCCC#CCCC#~~~~~~~~\"\"\"~~~~~~~\"\"\"\".\"\"~~~~\ny= 62 \"\".\"IIII#IIIIIICCCCCCCCCC#CC~~~~~~~~~~~~~~~~~~~~\"\"\"\"\"...\"\"\"~\ny= 64 \"\"..IIII#IIIIIICCCCCC###=#~~~~~~~~~~~~~~~~~~~~\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC+~~=#~~~~~~~~~~~~~~~~~\"\".\"\"\"\"\"\".\"\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC##+~~=#~II~\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~+~~=#III\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~+~~=#IIPP\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..PPIIII#IIIIIICC~~~IIEE=CC\"PP\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"..\"\".\ny= 76 \"\"PP#############~~~IIEE=CC\"\"\"\".\"\"\".\"......\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"\"\"IIII#IIIIII~~~~II#####\"\"\"\"\".\"\"\".\"\"\"..\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 80 \"\"\".IIII#IIIIII~~~~II#\"\"=#\"\".\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 82 \"\"\"\"IIII#IIII~~~~~\"##II+=CC..\"\"..\"\".\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"..\"\"\"\ny= 84 .\"\"\"IIII#IIII~~~~\"\"#III##CC\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\".\"\"\ny= 86 ~\"\".FFII#===~~~~\"\"##IICC=\"\"\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\".\"\"\ny= 88 ~\"\"\"FFII=~==~~~.\"\"#\"\"#CC====================================\ny= 90 ~~\"\"II#~===~~~~.\"\"#\"\"#.\"\"\"\".\"\"\"\"\".=.\"\"\"\".\"\"\".\"\"\".\"\"\"\".\",,,,,\ny= 92 \"~~~II#~===~~~~\"\"\"#.\"#\"\"\"\"\"\"\"\"\"\"\".=\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\",,,,,\ny= 94 \".~~II#~===~~~\"\"\"\"#\"\"#\"\"\"\"\"\"\".\"\"\"\"=\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"NNNNNNN\ny= 96 \".\"\"II#~==~~~~\"\"\"\"#.\"#\"...\"\"\".\"\"\"\"=\"\"\".\"\"\"\".\"\".\"\"\"\"\"\"NNNNNNN\ny= 98 \"\"\"\"###+=+++++++++#++#++++++++++++=++++++++++++++++++NNNNNNN\n\nZOOM (full resolution, 1 char = 1 tile, top-left (0,65)):\n       0         1         2         3         \n       0123456789012345678901234567890123456789\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  ....\"PPP#III#III#=III#III#III#CCC#..~~~~\ny= 75  ....\"PPP#III#III#=III#III#III#CCC#.~~~~~\ny= 76  .\"\"..PPP##########################~~~~~~\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  .\"\"\"....#FFF#III#=======~~~~~~~........#\ny= 87  ~\"\"\"\"\"..#FFF#III#=.==.==~~~~~~...\"\"..###\ny= 88  ~\"\"\"\"\"\"\"#FFF#III~=~~===~~~~~~~...\"\"..#..\ny= 89  ~\"\"\"\"\"\"\"#######~~=~~~~=~~~~~~....\"\"..#\"\"\n\nEVENTS SINCE LAST TURN: Heavy traffic reported. (at 64,34)\nRESULTS OF YOUR LAST ACTIONS: OK bulldoze (81,23) 3x3: 9 tiles cleared, $9 | OK police at (81,23): ok | OK power_line (82,22)->(82,22): 1/1 tiles ok, $5 | OK power_line (8,74)->(8,76): 2/3 tiles ok, $10; 1 blocked by road e.g. (8, 76) | OK tax rate set to 8% | OK zoom view at (0,65) next turn\nYOUR NOTES FROM LAST TURN: Built police at (81,23) on park land, powered via a line at (82,22). Tried a power line at x8, y74-76 for police (5,74). Tax 8%. Next: check the crime average and the hotspots. If cash allows, add police near other hotspots, e.g. parks at (84-87,23) or (97-103,23). Watch the January cash flow.", "raw": "{\"thoughts\": \"Crime is 66 and the worst hotspots sit in the big industrial block around (78-81,20-29); the new station at (81,23) should start biting soon, so I'll add one more station right on the (78,27) hotspot by clearing an industrial zone. Cash flow is the real risk (-$3.6k/yr on $10k), so I cut road and fire funding to stretch the treasury over the remaining 8 years.\", \"notes\": \"Police now at (81,23) and (77,26) (bulldozed industry for the latter; check it is powered/adjacent to powered zones). Funding road 40/fire 30/police 100, tax 8%. Watch crime average vs 60 and January cash flow; funds must last to 1982. Unpowered R zones at (8,3),(9,6) minor. Zoom industrial block next turn to verify police build.\", \"actions\": [{\"type\": \"funding\", \"road\": 40, \"fire\": 30, \"police\": 100}, {\"type\": \"bulldoze\", \"x\": 77, \"y\": 26, \"w\": 3, \"h\": 3}, {\"type\": \"build\", \"what\": \"police\", \"x\": 77, \"y\": 26}, {\"type\": \"zoom\", \"x\": 60, \"y\": 10}]}", "routed_model": "anthropic/claude-fable-5.1", "usage": {"prompt_tokens": 6773, "completion_tokens": 2175, "total_tokens": 8948, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 0, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.17648, "upstream_inference_prompt_cost": 0.06773, "upstream_inference_completions_cost": 0.10875}, "completion_tokens_details": {"reasoning_tokens": 1774, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.17648, "latency_s": 35.62, "thoughts": "Crime is 66 and the worst hotspots sit in the big industrial block around (78-81,20-29); the new station at (81,23) should start biting soon, so I'll add one more station right on the (78,27) hotspot by clearing an industrial zone. Cash flow is the real risk (-$3.6k/yr on $10k), so I cut road and fire funding to stretch the treasury over the remaining 8 years.", "notes": "Police now at (81,23) and (77,26) (bulldozed industry for the latter; check it is powered/adjacent to powered zones). Funding road 40/fire 30/police 100, tax 8%. Watch crime average vs 60 and January cash flow; funds must last to 1982. Unpowered R zones at (8,3),(9,6) minor. Zoom industrial block next turn to verify police build.", "actions": [{"type": "funding", "road": 40, "fire": 30, "police": 100}, {"type": "bulldoze", "x": 77, "y": 26, "w": 3, "h": 3}, {"type": "build", "what": "police", "x": 77, "y": 26}, {"type": "zoom", "x": 60, "y": 10}], "actions_dropped": 0, "results": ["OK funding set: road 40%, fire 30%, police 100%", "OK bulldoze (77,26) 3x3: 6 tiles cleared, $6", "OK police at (77,26): ok", "OK zoom view at (60,10) next turn"], "state": {"population_now": 44920, "funds": 10159, "score": 483, "tax": 8}, "info": {"unpowered_zones": 2, "zones_r": 121, "zones_c": 63, "zones_i": 91, "free_sites": 10}, "wall_s": 307.6}
{"turn": 9, "date": "Jan 1974", "model": "typesafe/jev-router", "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: $8,004   tax rate 8%   funding: road 40%, fire 30%, police 100%\n  last January's budget: tax income $1,164, requested road $2,498, fire $700, police $1,600; cash flow $-3,634/yr\nPOPULATION: 38,120 now (official census 39,140, City); residents 738, commerce 50, industry 96 (engine units)\nZONES: residential 121, commercial 63, industrial 90; unpowered zones: 2\nDEMAND (-100..+100, positive = the city wants more of it): residential -100, commercial -100, industrial -100\nCITY SCORE (re-evaluated each January, like the official census): 390 / 1000 (change -93 at the last evaluation); approval 31%; top problems (share of citizens): taxes 16%, pollution 10%, crime 6%, housing costs 3%\nAVERAGES (0-255, lower is better except land value): crime 49, pollution 58, traffic 16, land value 51\nSERVICES: coal plants 2, nuclear 3, police 16, fire stations 7, stadiums 1, seaports 1, airports 1; road tiles 2370, rail tiles 602; 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 x16: (5,74) (10,35) (18,23) (18,52) (26,35) (35,23) (35,40) (43,35) (47,14) (52,48) (56,72) (77,26) (81,23) (92,42) (102,9) (102,31); fire station x7: (9,86) (18,14) (18,48) (43,19) (47,31) (64,48) (98,31); stadium x1: (87,53); seaport x1: (103,42); airport x1: (69,11)\nUNPOWERED ZONES (top-left): (8,3) (9,6)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (53,6) (81,55) (35,7) (56,4) (64,6) (48,3) (52,3) (51,77) (59,3) (67,6)\nLARGE OPEN AREAS (top-left, size): (94,63) 26x26 (69,67) 22x22 (105,0) 15x15 (55,75) 14x14 (0,11) 10x10 (15,0) 9x9\nHOT SPOTS (value@tile range): crime: 250@(70-71,38-39) 250@(64-65,54-55) 250@(60-61,26-27); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15); traffic: 206@(62-63,46-47) 206@(58-59,42-43) 206@(12-13,22-23)\n\nMAP (1 char = 2x2 tiles; the char at column c, row r covers x=2c..2c+1, y=2r..2r+1).\nLegend: . empty land  \" trees  ~ water  , rubble  * fire  w flood  ! radiation  # road  = rail  + power line  R/C/I zones (lowercase = unpowered)  E coal plant  N nuclear  P police  F fire station  S stadium  O seaport  A airport  H hospital/church  k park\n      0    10   20   30   40   50   60   70   80   90   100  110     <- x\ny=  0 .\"\"#\"\"\".\"\".\"\"\"#\"\"\"\"\".\"\"\"\"#\"\"...\"\"\"\"\"..\"\"\"\"\"\".\"\"\"#\".\"\"\"\"\"\"\"\"\"\ny=  2 .\"\"#rr\"\"\"\"\"\"\"\"#\"\"\"\"\".\"\"\"\"#\"\".\".\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"#\"\"\"\"\"\"\"..\"\"\ny=  4 .\"\"#rr\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"\"\"#\"\"\"\"..\"\"\"\"\".\"\".\"\"\"\"\"CC#\"\"\"\"\"\"\"\"\"\".\ny=  6 .\"\"#rr\"\".\"\".\"\"#RR\"\"k\"kk.k#k\"IIII\"\"\"\"..\"\"CC\"\"\"\"CC#CC.\"\"\"\"\"\"\".\ny=  8 \"\"\".rr#########RR#..\"#######IIII########CC#######CCPP\".\"\"\"..\ny= 10 \"\"\".....#RRRRHHCC#kk,IIII#IIIIIIIIAAAAIIRRRR#RRRRRRPP..\"\"\"\"\"\ny= 12 ..\".....#RRRRHHCC####IIII#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##PPRRRRRRPPRRIIII#IIIIIIIIIIIIIIPP###RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#PPRRRRRRPPRRIIII#IIIIIIIIIIIIIIPPkk#RRRRkkk=RRII\"\"\"\ny= 26 \"HHR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIPPRRRR#HHHHRRRRIIIIII\"\ny= 28 .HHR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIPPRRRR#HHHHRRRRIIIIII~\ny= 30 .####RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII###\"~\ny= 32 \"\"\"\"#RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII#EEE~\ny= 34 \"\"\"\"#PPRRRRRRPPCCCCCCPPCC#CCCCRRRRRRRRRRRRHH#RRRRRRRRRR#EEE~\ny= 36 \"\"\"\"#PPRRRRRRPPCCCCCCPPCC#CCCCRRRRRRRRRRRRHH#RRRRRRRRRR#\"~~~\ny= 38 \"\"\".####################################################~~~~\ny= 40 \"\"\".=.#RRRRRRRR=kPPCCRRCC#CCRRRRRRRRRRRRRRRR############~~~~\ny= 42 \"\"\"\"=.#RRRRRRRR##PPCCRRCC#CCRRRRRRRRRRRRRRRRIIPPIIIOOOI#~~~~\ny= 44 \"\"\"\"=.#RRRRRRRRCCCCCCCCCC#CCk#kkk=RRRRRRRR#kIIPPIIIOOOI~~~~~\ny= 46 \"\"\"\"###RRRRRRRRCCCCCCCCCC#CC######RRRRRRRR~~+~~~~~~~~~~~~~~~\ny= 48 .RRR#RRHHFFRRRRCCCCCCCCCC#PPCCRRFFRRRR#~#~~++~~~~~~~~~~~~~~~\ny= 50 #RRR#RRHHFFRRRRCCCCCCCCCC#PPCCRRFFRRRR~~#~~+\"\"~~~~~~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~~~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~###SSS~~~~~~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#~~~~~\"\"\"SSS~~~~~~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"\"\"\"~~~~~~~\"~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCCCCCCC#CCCC#~~~~~~~~\"\"\"~~~~~~~\"\"\"\".\"\"~~~~\ny= 62 \"\".\"IIII#IIIIIICCCCCCCCCC#CC~~~~~~~~~~~~~~~~~~~~\"\"\"\"\"...\"\"\"~\ny= 64 \"\"..IIII#IIIIIICCCCCC###=##~~~~~~~~~~~~~~~~~~~\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC+~~=#~~~~~~~~~~~~~~~~~\"\".\"\"\"\"\"\".\"\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC##+~~=##II~\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~+~~=#III\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~+~~=#IIPP\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..PPIIII#IIIIIICC~~~IIEE=CC\"PP\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"..\"\".\ny= 76 \"\"PP#############~~~IIEE=CC\"\"\"\".\"\"\".\"......\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"\"\"IIII#IIIIII~~~~II#####\"\"\"\"\".\"\"\".\"\"\"..\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 80 \"\"\".IIII#IIIIII~~~~II#\"\"=#\"\".\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 82 \"\"\"\"IIII#IIII~~~~~\"##II+=CC..\"\"..\"\".\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"..\"\"\"\ny= 84 .\"\"\"IIII#IIII~~~~\"\"#III##CC\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\".\"\"\ny= 86 ~\"\".FFII#===~~~~\"\"##IICC=\"\"\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\".\"\"\ny= 88 ~\"\"\"FFII=~==~~~.\"\"#\"\"#CC====================================\ny= 90 ~~\"\"II#~===~~~~.\"\"#\"\"#.\"\"\"\".\"\"\"\"\".=.\"\"\"\".\"\"\".\"\"\".\"\"\"\".\",,,,,\ny= 92 \"~~~II#~===~~~~\"\"\"#.\"#\"\"\"\"\"\"\"\"\"\"\".=\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\",,,,,\ny= 94 \".~~II#~===~~~\"\"\"\"#\"\"#\"\"\"\"\"\"\".\"\"\"\"=\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"NNNNNNN\ny= 96 \".\"\"II#~==~~~~\"\"\"\"#.\"#\"...\"\"\".\"\"\"\"=\"\"\".\"\"\"\".\"\".\"\"\"\"\"\"NNNNNNN\ny= 98 \"\"\"\"###+=+++++++++#++#++++++++++++=++++++++++++++++++NNNNNNN\n\nZOOM (full resolution, 1 char = 1 tile, top-left (60,10)):\n       6         7         8         9         \n       0123456789012345678901234567890123456789\ny= 10  III#III=#kkkkkk=#III#RRR#RRR=#RRR#RRR#RR\ny= 11  III#III=#AAAAAA=#III#RRR#RRR=#RRR#RRR#RR\ny= 12  III#III=#AAAAAA=#III#RRR#RRR=#RRR#RRR#RR\ny= 13  #########AAAAAA=########################\ny= 14  III#III=#AAAAAA=#III#RRR#RRR=#,,,.,,,#RR\ny= 15  III#III=#AAAAAA=#III#RRR#RRR=#,,,.,,,#RR\ny= 16  III#III=#AAAAAA=#III#RRR#RRR=#,,,.,,,#RR\ny= 17  ===#====#=======#===#===#====#=======#==\ny= 18  ########################################\ny= 19  III#III=#III#III#III#III#III=#RRR#RRR#RR\ny= 20  III#III=#III#III#III#III#III=#RRR#RRR#RR\ny= 21  III#III=#III#III#III#III#III=#RRR#RRR#RR\ny= 22  ########################################\ny= 23  III#III=#III#III#III#PPPkkkk=#RRR#RRR#kk\ny= 24  III#III=#III#III#III#PPPkkkk=#RRR#RRR#kk\ny= 25  III#III=#III#III#III#PPPkkkk=#RRR#RRR#kk\ny= 26  #################PPP####################\ny= 27  III#III=#III#III#PPP#RRR#RRR=#HHH#HHH#RR\ny= 28  III#III=#III#III#PPP#RRR#RRR=#HHH#HHH#RR\ny= 29  III#III=#III#III#,,,#RRR#RRR=#HHH#HHH#RR\ny= 30  ########################################\ny= 31  RRR#RRR=#RRR#RRR#RRR#RRR#RRR=#RRR#RRR#FF\ny= 32  RRR#RRR=#RRR#RRR#RRR#RRR#RRR=#RRR#RRR#FF\ny= 33  RRR#RRR=#RRR#RRR#RRR#RRR#RRR=#RRR#RRR#FF\ny= 34  ########################################\n\nEVENTS SINCE LAST TURN: none\nRESULTS OF YOUR LAST ACTIONS: OK funding set: road 40%, fire 30%, police 100% | OK bulldoze (77,26) 3x3: 6 tiles cleared, $6 | OK police at (77,26): ok | OK zoom view at (60,10) next turn\nYOUR NOTES FROM LAST TURN: Police now at (81,23) and (77,26) (bulldozed industry for the latter; check it is powered/adjacent to powered zones). Funding road 40/fire 30/police 100, tax 8%. Watch crime average vs 60 and January cash flow; funds must last to 1982. Unpowered R zones at (8,3),(9,6) minor. Zoom industrial block next turn to verify police build.", "raw": "{\"thoughts\": \"Crime avg 49 is safely under the 60 goal and population 38k is above the 25k floor, but the treasury bleeds ~$1.6-3.6k/yr with only $8,004 left and 8 years to go \u2014 fiscal survival is now the main threat. I'll raise tax to 10% and trim road/fire funding to cut the deficit to roughly $900/yr, keeping police at 100% so crime stays low. The population drop seems to have slowed (census 39,140 vs 38,120 now), so I'll avoid new spending and re-evaluate next turns.\", \"notes\": \"Austerity: tax 10%, funding road 25/fire 20/police 100. Deficit ~$900/yr, funds last ~8 yrs \u2014 watch each January. Crime avg 49 (goal <60), pop 38,120 (floor 25k). Police at (77,26) built. If funds trend below projection, cut police to 90% or raise tax to 11%; if pop nears 30k, consider tax cut/parks.\", \"actions\": [{\"type\": \"tax\", \"rate\": 10}, {\"type\": \"funding\", \"road\": 25, \"fire\": 20, \"police\": 100}]}", "routed_model": "moonshotai/kimi-k3", "usage": {"prompt_tokens": 4728, "completion_tokens": 3897, "total_tokens": 8625, "cost": 0.072639, "is_byok": false, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 0, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.072639, "upstream_inference_prompt_cost": 0.014184, "upstream_inference_completions_cost": 0.058455}, "completion_tokens_details": {"reasoning_tokens": 3057, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.072639, "latency_s": 285.19, "thoughts": "Crime avg 49 is safely under the 60 goal and population 38k is above the 25k floor, but the treasury bleeds ~$1.6-3.6k/yr with only $8,004 left and 8 years to go \u2014 fiscal survival is now the main threat. I'll raise tax to 10% and trim road/fire funding to cut the deficit to roughly $900/yr, keeping police at 100% so crime stays low. The population drop seems to have slowed (census 39,140 vs 38,120 now), so I'll avoid new spending and re-evaluate next turns.", "notes": "Austerity: tax 10%, funding road 25/fire 20/police 100. Deficit ~$900/yr, funds last ~8 yrs \u2014 watch each January. Crime avg 49 (goal <60), pop 38,120 (floor 25k). Police at (77,26) built. If funds trend below projection, cut police to 90% or raise tax to 11%; if pop nears 30k, consider tax cut/parks.", "actions": [{"type": "tax", "rate": 10}, {"type": "funding", "road": 25, "fire": 20, "police": 100}], "actions_dropped": 0, "results": ["OK tax rate set to 10%", "OK funding set: road 25%, fire 20%, police 100%"], "state": {"population_now": 38120, "funds": 8004, "score": 390, "tax": 8}, "info": {"unpowered_zones": 2, "zones_r": 121, "zones_c": 63, "zones_i": 90, "free_sites": 10}, "wall_s": 593.0}
{"turn": 10, "date": "Apr 1974", "model": "typesafe/jev-router", "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: $8,004   tax rate 10%   funding: road 25%, fire 20%, police 100%\n  last January's budget: tax income $1,164, requested road $2,498, fire $700, police $1,600; cash flow $-3,634/yr\nPOPULATION: 33,820 now (official census 39,140, City); residents 651, commerce 44, industry 86 (engine units)\nZONES: residential 123, commercial 63, industrial 90; unpowered zones: 2\nDEMAND (-100..+100, positive = the city wants more of it): residential -100, commercial -100, industrial -100\nCITY SCORE (re-evaluated each January, like the official census): 390 / 1000 (change -93 at the last evaluation); approval 31%; top problems (share of citizens): taxes 16%, pollution 10%, crime 6%, housing costs 3%\nAVERAGES (0-255, lower is better except land value): crime 42, pollution 55, traffic 16, land value 53\nSERVICES: coal plants 2, nuclear 3, police 16, fire stations 7, stadiums 1, seaports 1, airports 1; road tiles 2377, rail tiles 602; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 42); population must be >= 25,000\n\nBUILDINGS (top-left; * = unpowered): coal power plant x2: (44,74) (113,32); nuclear power plant x3: (107,95) (111,95) (115,95); police station x16: (5,74) (10,35) (18,23) (18,52) (26,35) (35,23) (35,40) (43,35) (47,14) (52,48) (56,72) (77,26) (81,23) (92,42) (102,9) (102,31); fire station x7: (9,86) (18,14) (18,48) (43,19) (47,31) (64,48) (98,31); stadium x1: (87,53); seaport x1: (103,42); airport x1: (69,11)\nUNPOWERED ZONES (top-left): (8,3) (9,6)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (53,6) (81,55) (35,7) (56,4) (64,6) (48,3) (52,3) (51,77) (59,3) (67,6)\nLARGE OPEN AREAS (top-left, size): (94,63) 26x26 (69,67) 22x22 (105,0) 15x15 (55,75) 14x14 (0,11) 10x10 (15,0) 9x9\nHOT SPOTS (value@tile range): crime: 250@(60-61,26-27) 250@(58-59,28-29) 242@(56-57,22-23); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15); traffic: 206@(62-63,34-35) 206@(16-17,22-23) 206@(12-13,22-23)\n\nMAP (1 char = 2x2 tiles; the char at column c, row r covers x=2c..2c+1, y=2r..2r+1).\nLegend: . empty land  \" trees  ~ water  , rubble  * fire  w flood  ! radiation  # road  = rail  + power line  R/C/I zones (lowercase = unpowered)  E coal plant  N nuclear  P police  F fire station  S stadium  O seaport  A airport  H hospital/church  k park\n      0    10   20   30   40   50   60   70   80   90   100  110     <- x\ny=  0 .\"\"#\"\"\".\"\".\"\"\"#\"\"\"\"\".\"\"\"\"#\"\"...\"\"\"\"\"..\"\"\"\"\"\".\"\"\"#\".\"\"\"\"\"\"\"\"\"\ny=  2 .\"\"#rr\"\"\"\"\"\"\"\"#\"\"\"\"\".\"\"\"\"#\"\".\".\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"#\"\"\"\"\"\"\"..\"\"\ny=  4 .\"\"#rr\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"\"\"#\"\"\"\"..\"\"\"\"\".\"\".\"\"\"\"\"CC#\"\"\"\"\"\"\"\"\"\".\ny=  6 .\"\"#rr\"\".\"\".\"\"#RR\"\"k\"kk.k#k\"IIII\"\"\"\"..\"\"CC\"\"\"\"CC#CC.\"\"\"\"\"\"\".\ny=  8 \"\"\".rr#########RR#..\"#######IIII########CC#######CCPP\".\"\"\"..\ny= 10 \"\"\".....#RRRRHHCC#kk,IIII#IIIIIIIIAAAAIIRRRR#RRRRRRPP..\"\"\"\"\"\ny= 12 ..\".....#RRRRHHCC####IIII#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##PPRRRRRRPPRRIIII#IIIIIIIIIIIIIIPP###RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#PPRRRRRRPPRRIIII#IIIIIIIIIIIIIIPPkk#RRRRkkk=RRII\"\"\"\ny= 26 \"HHR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIPPRRRR#RRHHRRRRIIIIII\"\ny= 28 .HHR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIPPRRRR#RRHHRRRRIIIIII~\ny= 30 .####RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII###\"~\ny= 32 \"\"\"\"#RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII#EEE~\ny= 34 \"\"\"\"#PPRRRRRRPPCCCCCCPPCC#CCCCRRRRRRRRRRRRHH#RRRRRRRRRR#EEE~\ny= 36 \"\"\"\"#PPRRRRRRPPCCCCCCPPCC#CCCCRRRRRRRRRRRRHH#RRRRRRRRRR#\"~~~\ny= 38 \"\"\".####################################################~~~~\ny= 40 \"\"\".=.#RRRRRRRR=kPPCCRRCC#CCRRRRRRRRRRRRRRRR############~~~~\ny= 42 \"\"\"\"=.#RRRRRRRR##PPCCRRCC#CCRRRRRRRRRRRRRRRRIIPPIIIOOOI#~~~~\ny= 44 \"\"\"\"=.#RRRRRRRRCCCCCCCCCC#CCk#kkk=RRRRRRRR#kIIPPIIIOOOI~~~~~\ny= 46 \"\"\"\"###RRRRRRRRCCCCCCCCCC#CC######RRRRRRRR~~+~~~~~~~~~~~~~~~\ny= 48 .RRR#RRRRFFRRRRCCCCCCCCCC#PPCCRRFFRRRR#~#~~++~~~~~~~~~~~~~~~\ny= 50 #RRR#RRRRFFRRRRCCCCCCCCCC#PPCCRRFFRRRR~~#~~+\"\"~~~~~~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~~~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~###SSS~~~~~~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#~~~~~\"\"\"SSS~~~~~~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"\"\"\"~~~~~~~\"~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCCCCCCC#CCCC#~~~~~~~~\"\"\"~~~~~~~\"\"\"\".\"\"~~~~\ny= 62 \"\".\"IIII#IIIIIICCCCCCCCCC#CC~~~~~~~~~~~~~~~~~~~~\"\"\"\"\"...\"\"\"~\ny= 64 \"\"..IIII#IIIIIICCCCCC###=#~~~~~~~~~~~~~~~~~~~~\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC+~~=#~~~~~~~~~~~~~~~~~\"\".\"\"\"\"\"\".\"\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC##+~~=#~II~\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~+~~=#III\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~+~~=#IIPP\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..PPIIII#IIIIIICC~~~IIEE=CC\"PP\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"..\"\".\ny= 76 \"\"PP#############~~~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: Heavy traffic reported. (at 60,43)\nRESULTS OF YOUR LAST ACTIONS: OK tax rate set to 10% | OK funding set: road 25%, fire 20%, police 100%\nYOUR NOTES FROM LAST TURN: Austerity: tax 10%, funding road 25/fire 20/police 100. Deficit ~$900/yr, funds last ~8 yrs \u2014 watch each January. Crime avg 49 (goal <60), pop 38,120 (floor 25k). Police at (77,26) built. If funds trend below projection, cut police to 90% or raise tax to 11%; if pop nears 30k, consider tax cut/parks.", "raw": "{\"thoughts\":\"Crime is below the target, but population is falling quickly and the current budget is unsustainable. I\u2019ll return taxes to the normal 7% rate to support growth while reducing service costs enough to preserve funds for the remaining years.\",\"notes\":\"Crime 42; population 33,820, only 8,820 above the floor. Watch population and crime after the tax cut. Reassess funding and cash at the next January budget; avoid adding zones while all demand is -100.\",\"actions\":[{\"type\":\"tax\",\"rate\":7},{\"type\":\"funding\",\"road\":10,\"fire\":10,\"police\":85}]}", "routed_model": "openai/gpt-6-sol", "usage": {"prompt_tokens": 3891, "completion_tokens": 1258, "total_tokens": 5149, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 3889, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.02453715, "upstream_inference_prompt_cost": 0.01069915, "upstream_inference_completions_cost": 0.013838}, "completion_tokens_details": {"reasoning_tokens": 1120, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.02453715, "latency_s": 13.75, "thoughts": "Crime is below the target, but population is falling quickly and the current budget is unsustainable. I\u2019ll return taxes to the normal 7% rate to support growth while reducing service costs enough to preserve funds for the remaining years.", "notes": "Crime 42; population 33,820, only 8,820 above the floor. Watch population and crime after the tax cut. Reassess funding and cash at the next January budget; avoid adding zones while all demand is -100.", "actions": [{"type": "tax", "rate": 7}, {"type": "funding", "road": 10, "fire": 10, "police": 85}], "actions_dropped": 0, "results": ["OK tax rate set to 7%", "OK funding set: road 10%, fire 10%, police 85%"], "state": {"population_now": 33820, "funds": 8004, "score": 390, "tax": 10}, "info": {"unpowered_zones": 2, "zones_r": 123, "zones_c": 63, "zones_i": 90, "free_sites": 10}, "wall_s": 606.9}
{"turn": 11, "date": "Jul 1974", "model": "typesafe/jev-router", "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: $8,004   tax rate 7%   funding: road 10%, fire 10%, police 85%\n  last January's budget: tax income $1,164, requested road $2,498, fire $700, police $1,600; cash flow $-3,634/yr\nPOPULATION: 30,180 now (official census 39,140, City); residents 605, commerce 40, industry 73 (engine units)\nZONES: residential 124, commercial 63, industrial 90; unpowered zones: 2\nDEMAND (-100..+100, positive = the city wants more of it): residential -100, commercial -100, industrial -100\nCITY SCORE (re-evaluated each January, like the official census): 390 / 1000 (change -93 at the last evaluation); approval 31%; top problems (share of citizens): taxes 16%, pollution 10%, crime 6%, housing costs 3%\nAVERAGES (0-255, lower is better except land value): crime 42, pollution 50, traffic 16, land value 55\nSERVICES: coal plants 2, nuclear 3, police 16, fire stations 7, stadiums 1, seaports 1, airports 1; road tiles 2371, rail tiles 602; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 42); population must be >= 25,000\n\nBUILDINGS (top-left; * = unpowered): coal power plant x2: (44,74) (113,32); nuclear power plant x3: (107,95) (111,95) (115,95); police station x16: (5,74) (10,35) (18,23) (18,52) (26,35) (35,23) (35,40) (43,35) (47,14) (52,48) (56,72) (77,26) (81,23) (92,42) (102,9) (102,31); fire station x7: (9,86) (18,14) (18,48) (43,19) (47,31) (64,48) (98,31); stadium x1: (87,53); seaport x1: (103,42); airport x1: (69,11)\nUNPOWERED ZONES (top-left): (8,3) (9,6)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (53,6) (81,55) (35,7) (56,4) (64,6) (48,3) (52,3) (51,77) (59,3) (67,6)\nLARGE OPEN AREAS (top-left, size): (94,63) 26x26 (69,67) 22x22 (105,0) 15x15 (55,75) 14x14 (0,11) 10x10 (15,0) 9x9\nHOT SPOTS (value@tile range): crime: 250@(60-61,26-27) 250@(58-59,28-29) 242@(56-57,22-23); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15); traffic: 172@(58-59,42-43) 138@(16-17,30-31) 128@(84-85,42-43)\n\nMAP (1 char = 2x2 tiles; the char at column c, row r covers x=2c..2c+1, y=2r..2r+1).\nLegend: . empty land  \" trees  ~ water  , rubble  * fire  w flood  ! radiation  # road  = rail  + power line  R/C/I zones (lowercase = unpowered)  E coal plant  N nuclear  P police  F fire station  S stadium  O seaport  A airport  H hospital/church  k park\n      0    10   20   30   40   50   60   70   80   90   100  110     <- x\ny=  0 .\"\"#\"\"\".\"\".\"\"\"#\"\"\"\"\".\"\"\"\"#\"\"...\"\"\"\"\"..\"\"\"\"\"\".\"\"\"#\".\"\"\"\"\"\"\"\"\"\ny=  2 .\"\"#rr\"\"\"\"\"\"\"\"#\"\"\"\"\".\"\"\"\"#\"\".\".\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"#\"\"\"\"\"\"\"..\"\"\ny=  4 .\"\"#rr\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"\"\"#\"\"\"\"..\"\"\"\"\".\"\".\"\"\"\"\"CC#\"\"\"\"\"\"\"\"\"\".\ny=  6 .\"\"#rr\"\".\"\".\"\"#RR\"\"k\"kk.k#k\"IIII\"\"\"\"..\"\"CC\"\"\"\"CC#CC.\"\"\"\"\"\"\".\ny=  8 \"\"\".rr#########RR#..\"#######IIII########CC#######CCPP\".\"\"\"..\ny= 10 \"\"\".....#RRRRHHCC#kk,IIII#IIIIIIIIAAAAIIRRRR#RRRRRRPP..\"\"\"\"\"\ny= 12 ..\".....#RRRRHHCC####IIII#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##PPRRRRRRPPRRIIII#IIIIIIIIIIIIIIPP###RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#PPRRRRRRPPRRIIII#IIIIIIIIIIIIIIPPkk#RRRRkkk=RRII\"\"\"\ny= 26 \"HHR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIPPRRRR#RRRRRRRRIIIIII\"\ny= 28 .HHR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIPPRRRR#RRRRRRRRIIIIII~\ny= 30 .####RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII###\"~\ny= 32 \"\"\"\"#RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII#EEE~\ny= 34 \"\"\"\"#PPRRRRRRPPCCCCCCPPCC#CCCCRRRRRRRRRRRRHH#RRRRRRRRRR#EEE~\ny= 36 \"\"\"\"#PPRRRRRRPPCCCCCCPPCC#CCCCRRRRRRRRRRRRHH#RRRRRRRRRR#\"~~~\ny= 38 \"\"\".####################################################~~~~\ny= 40 \"\"\".=.#RRRRRRRR=kPPCCRRCC#CCRRRRRRRRRRRRRRRR############~~~~\ny= 42 \"\"\"\"=.#RRRRRRRR##PPCCRRCC#CCRRRRRRRRRRRRRRRRIIPPIIIOOOI#~~~~\ny= 44 \"\"\"\"=.#RRRRRRRRCCCCCCCCCC#CCk#kkk=RRRRRRRR#kIIPPIIIOOOI~~~~~\ny= 46 \"\"\"\"###RRRRRRRRCCCCCCCCCC#CC######RRRRRRRR~~+~~~~~~~~~~~~~~~\ny= 48 .RRR#RRRRFFRRRRCCCCCCCCCC#PPCCRRFFRRRR#~#~~++~~~~~~~~~~~~~~~\ny= 50 #RRR#RRRRFFRRRRCCCCCCCCCC#PPCCRRFFRRRR~~#~~+\"\"~~~~~~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~~~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~###SSS~~~~~~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#~~~~~\"\"\"SSS~~~~~~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"\"\"\"~~~~~~~\"~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCCCCCCC#CCCC#~~~~~~~~\"\"\"~~~~~~~\"\"\"\".\"\"~~~~\ny= 62 \"\".\"IIII#IIIIIICCCCCCCCCC#CC~~~~~~~~~~~~~~~~~~~~\"\"\"\"\"...\"\"\"~\ny= 64 \"\"..IIII#IIIIIICCCCCC###=#~~~~~~~~~~~~~~~~~~~~\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC+~~=#~~~~~~~~~~~~~~~~~\"\".\"\"\"\"\"\".\"\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC##+~~=#~II~\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~+~~=#III\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~+~~=#IIPP\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..PPIIII#IIIIIICC~~~IIEE=CC\"PP\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"..\"\".\ny= 76 \"\"PP#############~~~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 10%, fire 10%, police 85%\nYOUR NOTES FROM LAST TURN: Crime 42; population 33,820, only 8,820 above the floor. Watch population and crime after the tax cut. Reassess funding and cash at the next January budget; avoid adding zones while all demand is -100.", "raw": "{\"thoughts\":\"Crime is below the target, but population has fallen to 30,180 and is approaching the 25,000 floor. I\u2019ll eliminate taxes to encourage growth and avoid new zones while demand is negative across the board.\",\"notes\":\"Check population and demand next turn. Keep crime below 60; reassess police funding and cash at the January budget.\",\"actions\":[{\"type\":\"tax\",\"rate\":0}]}", "routed_model": "openai/gpt-6-sol", "usage": {"prompt_tokens": 3830, "completion_tokens": 796, "total_tokens": 4626, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 3828, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.0192874, "upstream_inference_prompt_cost": 0.0105314, "upstream_inference_completions_cost": 0.008756}, "completion_tokens_details": {"reasoning_tokens": 704, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.0192874, "latency_s": 10.84, "thoughts": "Crime is below the target, but population has fallen to 30,180 and is approaching the 25,000 floor. I\u2019ll eliminate taxes to encourage growth and avoid new zones while demand is negative across the board.", "notes": "Check population and demand next turn. Keep crime below 60; reassess police funding and cash at the January budget.", "actions": [{"type": "tax", "rate": 0}], "actions_dropped": 0, "results": ["OK tax rate set to 0%"], "state": {"population_now": 30180, "funds": 8004, "score": 390, "tax": 7}, "info": {"unpowered_zones": 2, "zones_r": 124, "zones_c": 63, "zones_i": 90, "free_sites": 10}, "wall_s": 617.8}
{"turn": 12, "date": "Oct 1974", "model": "typesafe/jev-router", "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: $8,004   tax rate 0%   funding: road 10%, fire 10%, police 85%\n  last January's budget: tax income $1,164, requested road $2,498, fire $700, police $1,600; cash flow $-3,634/yr\nPOPULATION: 26,900 now (official census 39,140, City); residents 529, commerce 33, industry 69 (engine units)\nZONES: residential 124, commercial 63, industrial 90; unpowered zones: 2\nDEMAND (-100..+100, positive = the city wants more of it): residential -78, commercial -51, industrial -71\nCITY SCORE (re-evaluated each January, like the official census): 390 / 1000 (change -93 at the last evaluation); approval 31%; top problems (share of citizens): taxes 16%, pollution 10%, crime 6%, housing costs 3%\nAVERAGES (0-255, lower is better except land value): crime 38, pollution 50, traffic 16, land value 55\nSERVICES: coal plants 2, nuclear 3, police 16, fire stations 7, stadiums 1, seaports 1, airports 1; road tiles 2368, rail tiles 602; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 38); population must be >= 25,000\n\nBUILDINGS (top-left; * = unpowered): coal power plant x2: (44,74) (113,32); nuclear power plant x3: (107,95) (111,95) (115,95); police station x16: (5,74) (10,35) (18,23) (18,52) (26,35) (35,23) (35,40) (43,35) (47,14) (52,48) (56,72) (77,26) (81,23) (92,42) (102,9) (102,31); fire station x7: (9,86) (18,14) (18,48) (43,19) (47,31) (64,48) (98,31); stadium x1: (87,53); seaport x1: (103,42); airport x1: (69,11)\nUNPOWERED ZONES (top-left): (8,3) (9,6)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (53,6) (81,55) (35,7) (56,4) (64,6) (48,3) (52,3) (51,77) (59,3) (67,6)\nLARGE OPEN AREAS (top-left, size): (94,63) 26x26 (69,67) 22x22 (105,0) 15x15 (55,75) 14x14 (0,11) 10x10 (15,0) 9x9\nHOT SPOTS (value@tile range): crime: 246@(60-61,26-27) 236@(56-57,22-23) 232@(58-59,28-29); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15); traffic: 206@(62-63,42-43) 206@(58-59,42-43) 172@(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 .\"\"#\"\"\".\"\".\"\"\"#\"\"\"\"\".\"\"\"\"#\"\"...\"\"\"\"\"..\"\"\"\"\"\".\"\"\"#\".\"\"\"\"\"\"\"\"\"\ny=  2 .\"\"#rr\"\"\"\"\"\"\"\"#\"\"\"\"\".\"\"\"\"#\"\".\".\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"#\"\"\"\"\"\"\"..\"\"\ny=  4 .\"\"#rr\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"\"\"#\"\"\"\"..\"\"\"\"\".\"\".\"\"\"\"\"CC#\"\"\"\"\"\"\"\"\"\".\ny=  6 .\"\"#rr\"\".\"\".\"\"#RR\"\"k\"kk.k#k\"IIII\"\"\"\"..\"\"CC\"\"\"\"CC#CC.\"\"\"\"\"\"\".\ny=  8 \"\"\".rr#########RR#..\"#######IIII########CC#######CCPP\".\"\"\"..\ny= 10 \"\"\".....#RRRRHHCC#kk,IIII#IIIIIIIIAAAAIIRRRR#RRRRRRPP..\"\"\"\"\"\ny= 12 ..\".....#RRRRHHCC####IIII#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##PPRRRRRRPPRRIIII#IIIIIIIIIIIIIIPP###RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#PPRRRRRRPPRRIIII#IIIIIIIIIIIIIIPPkk#RRRRkkk=RRII\"\"\"\ny= 26 \"HHR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIPPRRRR#RRRRRRRRIIIIII\"\ny= 28 .HHR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIPPRRRR#RRRRRRRRIIIIII~\ny= 30 .####RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII###\"~\ny= 32 \"\"\"\"#RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII#EEE~\ny= 34 \"\"\"\"#PPRRRRRRPPCCCCCCPPCC#CCCCRRRRRRRRRRRRHH#RRRRRRRRRR#EEE~\ny= 36 \"\"\"\"#PPRRRRRRPPCCCCCCPPCC#CCCCRRRRRRRRRRRRHH#RRRRRRRRRR#\"~~~\ny= 38 \"\"\".####################################################~~~~\ny= 40 \"\"\".=.#RRRRRRRR=kPPCCRRCC#CCRRRRRRRRRRRRRRRR############~~~~\ny= 42 \"\"\"\"=.#RRRRRRRR##PPCCRRCC#CCRRRRRRRRRRRRRRRRIIPPIIIOOOI#~~~~\ny= 44 \"\"\"\"=.#RRRRRRRRCCCCCCCCCC#CCk#kkk=RRRRRRRR#kIIPPIIIOOOI~~~~~\ny= 46 \"\"\"\"###RRRRRRRRCCCCCCCCCC#CC######RRRRRRRR~~+~~~~~~~~~~~~~~~\ny= 48 .RRR#RRRRFFRRRRCCCCCCCCCC#PPCCRRFFRRRR#~#~~++~~~~~~~~~~~~~~~\ny= 50 #RRR#RRRRFFRRRRCCCCCCCCCC#PPCCRRFFRRRR~~#~~+\"\"~~~~~~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~~~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~###SSS~~~~~~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#~~~~~\"\"\"SSS~~~~~~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"\"\"\"~~~~~~~\"~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCCCCCCC#CCCC#~~~~~~~~\"\"\"~~~~~~~\"\"\"\".\"\"~~~~\ny= 62 \"\".\"IIII#IIIIIICCCCCCCCCC#CC~~~~~~~~~~~~~~~~~~~~\"\"\"\"\"...\"\"\"~\ny= 64 \"\"..IIII#IIIIIICCCCCC###=##~~~~~~~~~~~~~~~~~~~\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC+~~=#~~~~~~~~~~~~~~~~~\"\".\"\"\"\"\"\".\"\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC##+~~=##II~\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~+~~=#III\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~+~~=#IIPP\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..PPIIII#IIIIIICC~~~IIEE=CC\"PP\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"..\"\".\ny= 76 \"\"PP#############~~~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: Heavy traffic reported. (at 60,43)\nRESULTS OF YOUR LAST ACTIONS: OK tax rate set to 0%\nYOUR NOTES FROM LAST TURN: Check population and demand next turn. Keep crime below 60; reassess police funding and cash at the January budget.", "raw": "Cash is running out: $8,004 with a loss of about $3,600 a year, and 7 years left. Crime (38) is well under the limit, but population (26,900) is only slightly above the 25,000 floor. I'll raise tax to a modest 4% to slow the losses without driving people away. I'll also run a cheap power line to the two unpowered residential zones in the northwest.\n\n{\"thoughts\": \"Cash is draining with a 0% tax, and population is near the floor. Raise tax modestly to 4%, keep police funded, and power the 2 unpowered zones with a cheap line.\", \"notes\": \"Tax now 4%. Watch population (floor 25k, now 26.9k) and cash flow. If population drops, go back toward 2-3%. Crime is 38, fine. Power line from (12,7) to (29,7) powers zones (8,3) and (9,6).\", \"actions\": [{\"type\": \"tax\", \"rate\": 4}, {\"type\": \"power_line\", \"x1\": 12, \"y1\": 7, \"x2\": 29, \"y2\": 7}, {\"type\": \"power_line\", \"x1\": 10, \"y1\": 5, \"x2\": 10, \"y2\": 6}]}", "routed_model": "anthropic/claude-opus-5.5", "usage": {"prompt_tokens": 5757, "completion_tokens": 1286, "total_tokens": 7043, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 0, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.048748, "upstream_inference_prompt_cost": 0.023028, "upstream_inference_completions_cost": 0.02572}, "completion_tokens_details": {"reasoning_tokens": 901, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.048748, "latency_s": 20.66, "thoughts": "Cash is draining with a 0% tax, and population is near the floor. Raise tax modestly to 4%, keep police funded, and power the 2 unpowered zones with a cheap line.", "notes": "Tax now 4%. Watch population (floor 25k, now 26.9k) and cash flow. If population drops, go back toward 2-3%. Crime is 38, fine. Power line from (12,7) to (29,7) powers zones (8,3) and (9,6).", "actions": [{"type": "tax", "rate": 4}, {"type": "power_line", "x1": 12, "y1": 7, "x2": 29, "y2": 7}, {"type": "power_line", "x1": 10, "y1": 5, "x2": 10, "y2": 6}], "actions_dropped": 0, "results": ["OK tax rate set to 4%", "OK power_line (12,7)->(29,7): 18/18 tiles ok, $97", "REJECTED power_line (10,5)->(10,6): 0/2 tiles ok, $0; 2 blocked by residential e.g. (10, 5)"], "state": {"population_now": 26900, "funds": 8004, "score": 390, "tax": 0}, "info": {"unpowered_zones": 2, "zones_r": 124, "zones_c": 63, "zones_i": 90, "free_sites": 10}, "wall_s": 638.7}
{"turn": 13, "date": "Jan 1975", "model": "typesafe/jev-router", "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: $6,637   tax rate 4%   funding: road 10%, fire 10%, police 85%\n  last January's budget: tax income $408, requested road $2,480, fire $700, police $1,600; cash flow $-4,372/yr\nPOPULATION: 24,240 now (official census 24,440, City); residents 468, commerce 27, industry 66 (engine units)\nZONES: residential 124, commercial 63, industrial 90; unpowered zones: 0\nDEMAND (-100..+100, positive = the city wants more of it): residential -97, commercial -29, industrial -96\nCITY SCORE (re-evaluated each January, like the official census): 383 / 1000 (change -7 at the last evaluation); approval 37%; top problems (share of citizens): pollution 11%, housing costs 11%, crime 9%, taxes 8%\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 16, fire stations 7, stadiums 1, seaports 1, airports 1; road tiles 2334, rail tiles 602; 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 x16: (5,74) (10,35) (18,23) (18,52) (26,35) (35,23) (35,40) (43,35) (47,14) (52,48) (56,72) (77,26) (81,23) (92,42) (102,9) (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): (53,6) (81,55) (35,7) (56,4) (64,6) (48,3) (52,3) (51,77) (59,3) (67,6)\nLARGE OPEN AREAS (top-left, size): (94,63) 26x26 (68,67) 22x22 (105,0) 15x15 (54,75) 14x14 (0,12) 10x10 (69,0) 9x9\nHOT SPOTS (value@tile range): crime: 224@(58-59,20-21) 224@(56-57,20-21) 222@(24-25,74-75); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15); traffic: 206@(12-13,26-27) 206@(12-13,22-23) 194@(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\"\"\"\"\"\"\"\"#\"\"\"\"\".\"\"\"\"#\"\".\".\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"#\"\"\"\"\"\"\"..\"\"\ny=  4 .\"\"#RR\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"\"\"#\"\"\"\"..\"\"\"\"\".\"\".\"\"\"\"\"CC#\"\"\"\"\"\"\"\"\"\".\ny=  6 .\"\"#RR++++++++#RR\"\"k\"kk.k#k\"IIII\"\"\"\"..\"\"CC\"\"\"\"CC#CC.\"\"\"\"\"\"\".\ny=  8 \"\"\".RR#########RR#..\"#######IIII########CC#######CCPP\".\"\"\"..\ny= 10 \"\"\".....#RRRRHHCC#kk,IIII#IIIIIIIIAAAAIIRRRR#RRRRRRPP..\"\"\"\"\"\ny= 12 ..\".....#RRRRHHCC####IIII#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##PPRRRRRRPPRRIIII#IIIIIIIIIIIIIIPP###RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#PPRRRRRRPPRRIIII#IIIIIIIIIIIIIIPPkk#RRRRkkk=RRII\"\"\"\ny= 26 \"HHR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIPPRRRR#RRRRRRRRIIIIII\"\ny= 28 .HHR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIPPRRRR#RRRRRRRRIIIIII~\ny= 30 .####RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII###\"~\ny= 32 \"\"\"\"#RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII#EEE~\ny= 34 \"\"\"\"#PPRRRRRRPPCCCCCCPPCC#CCCCRRRRRRRRRRRRHH#RRRRRRRRRR#EEE~\ny= 36 \"\"\"\"#PPRRRRRRPPCCCCCCPPCC#CCCCRRRRRRRRRRRRHH#RRRRRRRRRR#\"~~~\ny= 38 \"\"\".####################################################~~~~\ny= 40 \"\"\".=.#RRRRRRRR=kPPCCRRCC#CCRRRRRRRRRRRRRRRR############~~~~\ny= 42 \"\"\"\"=.#RRRRRRRR##PPCCRRCC#CCRRRRRRRRRRRRRRRRIIPPIIIOOOI#~~~~\ny= 44 \"\"\"\"=.#RRRRRRRRCCCCCCCCCC#CCk#kkk=RRRRRRRR#kIIPPIIIOOOI~~~~~\ny= 46 \"\"\"\"###RRRRRRRRCCCCCCCCCC#CC######RRRRRRRR~~+~~~~~~~~~~~~~~~\ny= 48 .RRR#RRRRFFRRRRCCCCCCCCCC#PPCCRRFFRRRR#~#~~++~~~~~~~~~~~~~~~\ny= 50 #RRR#RRRRFFRRRRCCCCCCCCCC#PPCCRRFFRRRR~~#~~+\"\"~~~~~~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~~~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~###SSS~~~~~~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#~~~~~\"\"\"SSS~~~~~~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"\"\"\"~~~~~~~\"~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCCCCCCC#CCCC#~~~~~~~~\"\"\"~~~~~~~\"\"\"\".\"\"~~~~\ny= 62 \"\".\"IIII#IIIIIICCCCCCCCCC#CC~~~~~~~~~~~~~~~~~~~~\"\"\"\"\"...\"\"\"~\ny= 64 \"\"..IIII#IIIIIICCCCCC###=##~~~~~~~~~~~~~~~~~~~\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC+~~=#~~~~~~~~~~~~~~~~~\"\".\"\"\"\"\"\".\"\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC##+~~=##II~\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~+~~=#III\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~+~~=#IIPP\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..PPIIII#IIIIIICC~~~IIEE=CC\"PP\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"..\"\".\ny= 76 \"\"PP#############~~~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 4% | OK power_line (12,7)->(29,7): 18/18 tiles ok, $97 | REJECTED power_line (10,5)->(10,6): 0/2 tiles ok, $0; 2 blocked by residential e.g. (10, 5)\nYOUR NOTES FROM LAST TURN: Tax now 4%. Watch population (floor 25k, now 26.9k) and cash flow. If population drops, go back toward 2-3%. Crime is 38, fine. Power line from (12,7) to (29,7) powers zones (8,3) and (9,6).", "raw": "{\"thoughts\": \"Population fell below the 25k floor because jobs (27 com + 66 ind units) are tiny vs 468 residential units, and demand is negative across the board. The strongest lever I have is the tax rate (low taxes push all demand valves up), plus cutting spending so the treasury lasts 7 years. Crime is comfortably low, so police can be trimmed.\", \"notes\": \"Jan 1975: pop 24.2k (floor 25k!). Set tax 1% to boost demand; funding road20/fire10/police50 to stretch $6.6k over 7 yrs. Next turn: check demand and population trend; if demand turns positive, zone commercial at free sites (53,6),(81,55),(35,7). If crime rises above ~50 avg, restore police funding. Consider raising tax back only in last year if funds allow (population must be >=25k in Jan 1982).\", \"actions\": [{\"type\": \"tax\", \"rate\": 1}, {\"type\": \"funding\", \"road\": 20, \"fire\": 10, \"police\": 50}]}", "routed_model": "anthropic/claude-fable-5.1", "usage": {"prompt_tokens": 5849, "completion_tokens": 1906, "total_tokens": 7755, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 0, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.15379, "upstream_inference_prompt_cost": 0.05849, "upstream_inference_completions_cost": 0.0953}, "completion_tokens_details": {"reasoning_tokens": 1562, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.15379, "latency_s": 31.67, "thoughts": "Population fell below the 25k floor because jobs (27 com + 66 ind units) are tiny vs 468 residential units, and demand is negative across the board. The strongest lever I have is the tax rate (low taxes push all demand valves up), plus cutting spending so the treasury lasts 7 years. Crime is comfortably low, so police can be trimmed.", "notes": "Jan 1975: pop 24.2k (floor 25k!). Set tax 1% to boost demand; funding road20/fire10/police50 to stretch $6.6k over 7 yrs. Next turn: check demand and population trend; if demand turns positive, zone commercial at free sites (53,6),(81,55),(35,7). If crime rises above ~50 avg, restore police funding. Consider raising tax back only in last year if funds allow (population must be >=25k in Jan 1982).", "actions": [{"type": "tax", "rate": 1}, {"type": "funding", "road": 20, "fire": 10, "police": 50}], "actions_dropped": 0, "results": ["OK tax rate set to 1%", "OK funding set: road 20%, fire 10%, police 50%"], "state": {"population_now": 24240, "funds": 6637, "score": 383, "tax": 4}, "info": {"unpowered_zones": 0, "zones_r": 124, "zones_c": 63, "zones_i": 90, "free_sites": 10}, "wall_s": 670.5}
{"turn": 14, "date": "Apr 1975", "model": "typesafe/jev-router", "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: $6,637   tax rate 1%   funding: road 20%, fire 10%, police 50%\n  last January's budget: tax income $408, requested road $2,480, fire $700, police $1,600; cash flow $-4,372/yr\nPOPULATION: 23,140 now (official census 24,440, City); residents 421, commerce 32, industry 60 (engine units)\nZONES: residential 125, commercial 63, industrial 90; unpowered zones: 1\nDEMAND (-100..+100, positive = the city wants more of it): residential -99, commercial -17, industrial -99\nCITY SCORE (re-evaluated each January, like the official census): 383 / 1000 (change -7 at the last evaluation); approval 37%; top problems (share of citizens): pollution 11%, housing costs 11%, crime 9%, taxes 8%\nAVERAGES (0-255, lower is better except land value): crime 34, pollution 48, traffic 7, land value 57\nSERVICES: coal plants 2, nuclear 3, police 16, fire stations 7, stadiums 1, seaports 1, airports 1; road tiles 2354, rail tiles 602; 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 x16: (5,74) (10,35) (18,23) (18,52) (26,35) (35,23) (35,40) (43,35) (47,14) (52,48) (56,72) (77,26) (81,23) (92,42) (102,9) (102,31); fire station x7: (9,86) (18,14) (18,48) (43,19) (47,31) (64,48) (98,31); stadium x1: (87,53); seaport x1: (103,42); airport x1: (69,11)\nUNPOWERED ZONES (top-left): (69,35)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (53,6) (81,55) (35,7) (56,4) (64,6) (48,3) (52,3) (51,77) (59,3) (67,6)\nLARGE OPEN AREAS (top-left, size): (94,63) 26x26 (68,67) 22x22 (105,0) 15x15 (54,75) 14x14 (0,12) 10x10 (69,0) 9x9\nHOT SPOTS (value@tile range): crime: 224@(58-59,20-21) 224@(56-57,20-21) 222@(24-25,74-75); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15); traffic: 176@(8-9,32-33) 148@(62-63,34-35) 98@(12-13,22-23)\n\nMAP (1 char = 2x2 tiles; the char at column c, row r covers x=2c..2c+1, y=2r..2r+1).\nLegend: . empty land  \" trees  ~ water  , rubble  * fire  w flood  ! radiation  # road  = rail  + power line  R/C/I zones (lowercase = unpowered)  E coal plant  N nuclear  P police  F fire station  S stadium  O seaport  A airport  H hospital/church  k park\n      0    10   20   30   40   50   60   70   80   90   100  110     <- x\ny=  0 .\"\"#\"\"\".\"\".\"\"\"#\"\"\"\"\".\"\"\"\"#\"\"...\"\"\"\"\"..\"\"\"\"\"\".\"\"\"#\".\"\"\"\"\"\"\"\"\"\ny=  2 .\"\"#RR\"\"\"\"\"\"\"\"#\"\"\"\"\".\"\"\"\"#\"\".\".\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"#\"\"\"\"\"\"\"..\"\"\ny=  4 .\"\"#RR\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"\"\"#\"\"\"\"..\"\"\"\"\".\"\".\"\"\"\"\"CC#\"\"\"\"\"\"\"\"\"\".\ny=  6 .\"\"#RR++++++++#RR\"\"k\"kk.k#k\"IIII\"\"\"\"..\"\"CC\"\"\"\"CC#CC.\"\"\"\"\"\"\".\ny=  8 \"\"\".RR#########RR#..\"#######IIII########CC#######CCPP\".\"\"\"..\ny= 10 \"\"\".....#RRRRRRCC#kk,IIII#IIIIIIIIAAAAIIRRRR#RRRRRRPP..\"\"\"\"\"\ny= 12 ..\".....#RRRRRRCC####IIII#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##PPRRRRRRPPRRIIII#IIIIIIIIIIIIIIPP###RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#PPRRRRRRPPRRIIII#IIIIIIIIIIIIIIPPkk#RRRRkkk=RRII\"\"\"\ny= 26 \"HHR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIPPRRRR#RRRRRRRRIIIIII\"\ny= 28 .HHR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIPPRRRR#RRRRRRRRIIIIII~\ny= 30 .####RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII###\"~\ny= 32 \"\"\"\"#RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII#EEE~\ny= 34 \"\"\"\"#PPRRRRRRPPCCCCCCPPCC#CCCCRRRRrrRRRRRRHH#RRRRRRRRRR#EEE~\ny= 36 \"\"\"\"#PPRRRRRRPPCCCCCCPPCC#CCCCRRRRrrRRRRRRHH#RRRRRRRRRR#\"~~~\ny= 38 \"\"\".####################################################~~~~\ny= 40 \"\"\".=.#RRRRRRRR=kPPCCRRCC#CCRRRRRRRRRRRRRRRR############~~~~\ny= 42 \"\"\"\"=.#RRRRRRRR##PPCCRRCC#CCRRRRRRRRRRRRRRRRIIPPIIIOOOI#~~~~\ny= 44 \"\"\"\"=.#RRRRRRRRCCCCCCCCCC#CCk#kkk=RRRRRRRR#kIIPPIIIOOOI~~~~~\ny= 46 \"\"\"\"###RRRRRRRRCCCCCCCCCC#CC######RRRRRRRR~~+~~~~~~~~~~~~~~~\ny= 48 .RRR#RRRRFFRRRRCCCCCCCCCC#PPCCRRFFRRRR#~#~~++~~~~~~~~~~~~~~~\ny= 50 #RRR#RRRRFFRRRRCCCCCCCCCC#PPCCRRFFRRRR~~#~~+\"\"~~~~~~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~~~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~###SSS~~~~~~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#~~~~~\"\"\"SSS~~~~~~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"\"\"\"~~~~~~~\"~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCCCCCCC#CCCC#~~~~~~~~\"\"\"~~~~~~~\"\"\"\".\"\"~~~~\ny= 62 \"\".\"IIII#IIIIIICCCCCCCCCC#CC~~~~~~~~~~~~~~~~~~~~\"\"\"\"\"...\"\"\"~\ny= 64 \"\"..IIII#IIIIIICCCCCC###=#~~~~~~~~~~~~~~~~~~~~\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC+~~=#~~~~~~~~~~~~~~~~~\"\".\"\"\"\"\"\".\"\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC##+~~=#~II~\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~+~~=#III\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~+~~=#IIPP\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..PPIIII#IIIIIICC~~~IIEE=CC\"PP\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"..\"\".\ny= 76 \"\"PP#############~~~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 1% | OK funding set: road 20%, fire 10%, police 50%\nYOUR NOTES FROM LAST TURN: Jan 1975: pop 24.2k (floor 25k!). Set tax 1% to boost demand; funding road20/fire10/police50 to stretch $6.6k over 7 yrs. Next turn: check demand and population trend; if demand turns positive, zone commercial at free sites (53,6),(81,55),(35,7). If crime rises above ~50 avg, restore police funding. Consider raising tax back only in last year if funds allow (population must be >=25k in Jan 1982).", "raw": "{\"thoughts\": \"Crime is at 34, well under the 60 target. Population is 23.1k and slipping, and residential and industrial demand are both pinned at -99 even with a 1% tax, so new zones would not grow yet. I'll hold spending to protect the $6.6k treasury, which should last until 1982 at the current reduced funding, and watch whether demand recovers.\", \"notes\": \"Apr 1975: pop 23.1k (need 25k by Jan 1982), crime 34 (fine). Tax 1%, funding road20/fire10/police50, expected cash flow about -$1k/yr. Demand R-99 C-17 I-99. Next turn: if commercial or residential demand turns positive, zone at free sites (53,6),(81,55),(35,7),(51,77). The zone at (69,35) is unpowered; consider a power line. Police funding could drop to 40% if crime stays under 40.\", \"actions\": [{\"type\": \"zoom\", \"x\": 50, \"y\": 25}]}", "routed_model": "anthropic/claude-opus-5.5", "usage": {"prompt_tokens": 5885, "completion_tokens": 1688, "total_tokens": 7573, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 0, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.0573, "upstream_inference_prompt_cost": 0.02354, "upstream_inference_completions_cost": 0.03376}, "completion_tokens_details": {"reasoning_tokens": 1357, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.0573, "latency_s": 32.39, "thoughts": "Crime is at 34, well under the 60 target. Population is 23.1k and slipping, and residential and industrial demand are both pinned at -99 even with a 1% tax, so new zones would not grow yet. I'll hold spending to protect the $6.6k treasury, which should last until 1982 at the current reduced funding, and watch whether demand recovers.", "notes": "Apr 1975: pop 23.1k (need 25k by Jan 1982), crime 34 (fine). Tax 1%, funding road20/fire10/police50, expected cash flow about -$1k/yr. Demand R-99 C-17 I-99. Next turn: if commercial or residential demand turns positive, zone at free sites (53,6),(81,55),(35,7),(51,77). The zone at (69,35) is unpowered; consider a power line. Police funding could drop to 40% if crime stays under 40.", "actions": [{"type": "zoom", "x": 50, "y": 25}], "actions_dropped": 0, "results": ["OK zoom view at (50,25) next turn"], "state": {"population_now": 23140, "funds": 6637, "score": 383, "tax": 1}, "info": {"unpowered_zones": 1, "zones_r": 125, "zones_c": 63, "zones_i": 90, "free_sites": 10}, "wall_s": 703.0}
{"turn": 15, "date": "Jul 1975", "model": "typesafe/jev-router", "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: $6,637   tax rate 1%   funding: road 20%, fire 10%, police 50%\n  last January's budget: tax income $408, requested road $2,480, fire $700, police $1,600; cash flow $-4,372/yr\nPOPULATION: 21,320 now (official census 24,440, City); residents 378, commerce 31, industry 55 (engine units)\nZONES: residential 125, commercial 63, industrial 90; unpowered zones: 0\nDEMAND (-100..+100, positive = the city wants more of it): residential -100, commercial -39, industrial -100\nCITY SCORE (re-evaluated each January, like the official census): 383 / 1000 (change -7 at the last evaluation); approval 37%; top problems (share of citizens): pollution 11%, housing costs 11%, crime 9%, taxes 8%\nAVERAGES (0-255, lower is better except land value): crime 32, pollution 48, traffic 7, land value 57\nSERVICES: coal plants 2, nuclear 3, police 16, fire stations 7, stadiums 1, seaports 1, airports 1; road tiles 2351, rail tiles 602; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 32); population must be >= 25,000\n\nBUILDINGS (top-left; * = unpowered): coal power plant x2: (44,74) (113,32); nuclear power plant x3: (107,95) (111,95) (115,95); police station x16: (5,74) (10,35) (18,23) (18,52) (26,35) (35,23) (35,40) (43,35) (47,14) (52,48) (56,72) (77,26) (81,23) (92,42) (102,9) (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): (53,6) (81,55) (35,7) (56,4) (64,6) (48,3) (52,3) (51,77) (59,3) (67,6)\nLARGE OPEN AREAS (top-left, size): (94,63) 26x26 (68,67) 22x22 (105,0) 15x15 (54,75) 14x14 (0,12) 10x10 (69,0) 9x9\nHOT SPOTS (value@tile range): crime: 216@(60-61,26-27) 212@(24-25,78-79) 202@(58-59,28-29); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15); traffic: 206@(12-13,22-23) 126@(12-13,26-27) 104@(68-69,34-35)\n\nMAP (1 char = 2x2 tiles; the char at column c, row r covers x=2c..2c+1, y=2r..2r+1).\nLegend: . empty land  \" trees  ~ water  , rubble  * fire  w flood  ! radiation  # road  = rail  + power line  R/C/I zones (lowercase = unpowered)  E coal plant  N nuclear  P police  F fire station  S stadium  O seaport  A airport  H hospital/church  k park\n      0    10   20   30   40   50   60   70   80   90   100  110     <- x\ny=  0 .\"\"#\"\"\".\"\".\"\"\"#\"\"\"\"\".\"\"\"\"#\"\"...\"\"\"\"\"..\"\"\"\"\"\".\"\"\"#\".\"\"\"\"\"\"\"\"\"\ny=  2 .\"\"#RR\"\"\"\"\"\"\"\"#\"\"\"\"\".\"\"\"\"#\"\".\".\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"#\"\"\"\"\"\"\"..\"\"\ny=  4 .\"\"#RR\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"\"\"#\"\"\"\"..\"\"\"\"\".\"\".\"\"\"\"\"CC#\"\"\"\"\"\"\"\"\"\".\ny=  6 .\"\"#RR++++++++#RR\"\"k\"kk.k#k\"IIII\"\"\"\"..\"\"CC\"\"\"\"CC#CC.\"\"\"\"\"\"\".\ny=  8 \"\"\".RR#########RR#..\"#######IIII########CC#######CCPP\".\"\"\"..\ny= 10 \"\"\".....#RRRRRRCC#kk,IIII#IIIIIIIIAAAAIIRRRR#RRRRRRPP..\"\"\"\"\"\ny= 12 ..\".....#RRRRRRCC####IIII#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##PPRRRRRRPPRRIIII#IIIIIIIIIIIIIIPP###RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#PPRRRRRRPPRRIIII#IIIIIIIIIIIIIIPPkk#RRRRkkk=RRII\"\"\"\ny= 26 \"HHR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIPPRRRR#RRRRRRRRIIIIII\"\ny= 28 .HHR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIPPRRRR#RRRRRRRRIIIIII~\ny= 30 .####RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII###\"~\ny= 32 \"\"\"\"#RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII#EEE~\ny= 34 \"\"\"\"#PPRRRRRRPPCCCCCCPPCC#CCCCRRRRRRRRRRRRHH#RRRRRRRRRR#EEE~\ny= 36 \"\"\"\"#PPRRRRRRPPCCCCCCPPCC#CCCCRRRRRRRRRRRRHH#RRRRRRRRRR#\"~~~\ny= 38 \"\"\".####################################################~~~~\ny= 40 \"\"\".=.#RRRRRRRR=kPPCCRRCC#CCRRRRRRRRRRRRRRRR############~~~~\ny= 42 \"\"\"\"=.#RRRRRRRR##PPCCRRCC#CCRRRRRRRRRRRRRRRRIIPPIIIOOOI#~~~~\ny= 44 \"\"\"\"=.#RRRRRRRRCCCCCCCCCC#CCk#kkk=RRRRRRRR#kIIPPIIIOOOI~~~~~\ny= 46 \"\"\"\"###RRRRRRRRCCCCCCCCCC#CC######RRRRRRRR~~+~~~~~~~~~~~~~~~\ny= 48 .RRR#RRRRFFRRRRCCCCCCCCCC#PPCCRRFFRRRR#~#~~++~~~~~~~~~~~~~~~\ny= 50 #RRR#RRRRFFRRRRCCCCCCCCCC#PPCCRRFFRRRR~~#~~+\"\"~~~~~~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~~~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~###SSS~~~~~~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#~~~~~\"\"\"SSS~~~~~~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"\"\"\"~~~~~~~\"~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCCCCCCC#CCCC#~~~~~~~~\"\"\"~~~~~~~\"\"\"\".\"\"~~~~\ny= 62 \"\".\"IIII#IIIIIICCCCCCCCCC#CC~~~~~~~~~~~~~~~~~~~~\"\"\"\"\"...\"\"\"~\ny= 64 \"\"..IIII#IIIIIICCCCCC###=#~~~~~~~~~~~~~~~~~~~~\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC+~~=#~~~~~~~~~~~~~~~~~\"\".\"\"\"\"\"\".\"\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC##+~~=#~II~\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~+~~=#III\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~+~~=#IIPP\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..PPIIII#IIIIIICC~~~IIEE=CC\"PP\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"..\"\".\ny= 76 \"\"PP#############~~~IIEE=CC\"\"\"\".\"\"\".\"......\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"\"\"IIII#IIIIII~~~~II#####\"\"\"\"\".\"\"\".\"\"\"..\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 80 \"\"\".IIII#IIIIII~~~~II#\"\"=#\"\".\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 82 \"\"\"\"IIII#IIII~~~~~\"##II+=CC..\"\"..\"\".\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"..\"\"\"\ny= 84 .\"\"\"IIII#IIII~~~~\"\"#III##CC\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\".\"\"\ny= 86 ~\"\".FFII#===~~~~\"\"##IICC=\"\"\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\".\"\"\ny= 88 ~\"\"\"FFII=~==~~~.\"\"#\"\"#CC====================================\ny= 90 ~~\"\"II#~===~~~~.\"\"#\"\"#.\"\"\"\".\"\"\"\"\".=.\"\"\"\".\"\"\".\"\"\".\"\"\"\".\",,,,,\ny= 92 \"~~~II#~===~~~~\"\"\"#.\"#\"\"\"\"\"\"\"\"\"\"\".=\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\",,,,,\ny= 94 \".~~II#~===~~~\"\"\"\"#\"\"#\"\"\"\"\"\"\".\"\"\"\"=\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"NNNNNNN\ny= 96 \".\"\"II#~==~~~~\"\"\"\"#.\"#\"...\"\"\".\"\"\"\"=\"\"\".\"\"\"\".\"\".\"\"\"\"\"\"NNNNNNN\ny= 98 \"\"\"\"###+=+++++++++#++#++++++++++++=++++++++++++++++++NNNNNNN\n\nZOOM (full resolution, 1 char = 1 tile, top-left (50,25)):\n       5         6         7         8         \n       0123456789012345678901234567890123456789\ny= 25  =#III#III#III#III=#III#III#III#PPPkkkk=#\ny= 26  ###########################PPP##########\ny= 27  =#III#III#III#III=#III#III#PPP#RRR#RRR=#\ny= 28  =#III#III#III#III=#III#III#PPP#RRR#RRR=#\ny= 29  =#III#III#III#III=#III#III#,,,#RRR#RRR=#\ny= 30  ########################################\ny= 31  =#CCC#CCC#RRR#RRR=#RRR#RRR#RRR#RRR#RRR=#\ny= 32  =#CCC#CCC#RRR#RRR=#RRR#RRR#RRR#RRR#RRR=#\ny= 33  =#CCC#CCC#RRR#RRR=#RRR#RRR#RRR#RRR#RRR=#\ny= 34  ########################################\ny= 35  =#CCC#CCC#RRR#RRR=#RRR#RRR#RRR#RRR#HHH=#\ny= 36  =#CCC#CCC#RRR#RRR=#RRR#RRR#RRR#RRR#HHH=#\ny= 37  =#CCC#CCC#RRR#RRR=#RRR#RRR#RRR#RRR#HHH=#\ny= 38  =#===#===#===#====#===#===#===#===#====#\ny= 39  ########################################\ny= 40  =#CCC#RRR#RRR#RRR=#RRR#RRR#RRR#RRR#RRR=#\ny= 41  =#CCC#RRR#RRR#RRR=#RRR#RRR#RRR#RRR#RRR##\ny= 42  =#CCC#RRR#RRR#RRR=#RRR#RRR#RRR#RRR#RRR=I\ny= 43  #######################################I\ny= 44  =#CCC#k,,#kkkkkkk=#RRR#RRR#RRR#RRR#kkk=I\ny= 45  =#CCC#.,,#kkkkkkk=#RRR#RRR#RRR#RRR~~~~~+\ny= 46  =#CCC#,,,#kkkkkkk=#RRR#RRR#RRR#RRR~~~~~+\ny= 47  ###############################~~~~~~~~+\ny= 48  =#PPP#CCC#RRR#FFF=#RRR#RRR#.~~##~~~~~~~+\ny= 49  =#PPP#CCC#RRR#FFF=#RRR#RRR#~~~~~~~~~~+++\n\nEVENTS SINCE LAST TURN: none\nRESULTS OF YOUR LAST ACTIONS: OK zoom view at (50,25) next turn\nYOUR NOTES FROM LAST TURN: Apr 1975: pop 23.1k (need 25k by Jan 1982), crime 34 (fine). Tax 1%, funding road20/fire10/police50, expected cash flow about -$1k/yr. Demand R-99 C-17 I-99. Next turn: if commercial or residential demand turns positive, zone at free sites (53,6),(81,55),(35,7),(51,77). The zone at (69,35) is unpowered; consider a power line. Police funding could drop to 40% if crime stays under 40.", "error": "unparseable response", "raw": "", "routed_model": "deepseek/deepseek-v4.1-flash", "usage": {"prompt_tokens": 4803, "completion_tokens": 6000, "total_tokens": 10803, "cost": 0.007248516, "is_byok": false, "prompt_tokens_details": {"cached_tokens": 4736, "cache_write_tokens": 0, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.007248516, "upstream_inference_prompt_cost": 4.8516e-05, "upstream_inference_completions_cost": 0.0072}, "completion_tokens_details": {"reasoning_tokens": 6000, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.007248516, "latency_s": 61.63, "failed": true, "thoughts": "(no valid response)", "notes": "Apr 1975: pop 23.1k (need 25k by Jan 1982), crime 34 (fine). Tax 1%, funding road20/fire10/police50, expected cash flow about -$1k/yr. Demand R-99 C-17 I-99. Next turn: if commercial or residential demand turns positive, zone at free sites (53,6),(81,55),(35,7),(51,77). The zone at (69,35) is unpowered; consider a power line. Police funding could drop to 40% if crime stays under 40.", "actions": [], "actions_dropped": 0, "results": [], "state": {"population_now": 21320, "funds": 6637, "score": 383, "tax": 1}, "info": {"unpowered_zones": 0, "zones_r": 125, "zones_c": 63, "zones_i": 90, "free_sites": 10}, "wall_s": 764.8}
{"turn": 16, "date": "Oct 1975", "model": "typesafe/jev-router", "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: $6,637   tax rate 1%   funding: road 20%, fire 10%, police 50%\n  last January's budget: tax income $408, requested road $2,480, fire $700, police $1,600; cash flow $-4,372/yr\nPOPULATION: 20,120 now (official census 24,440, City); residents 350, commerce 29, industry 53 (engine units)\nZONES: residential 125, commercial 63, industrial 90; unpowered zones: 1\nDEMAND (-100..+100, positive = the city wants more of it): residential -100, commercial -67, industrial -100\nCITY SCORE (re-evaluated each January, like the official census): 383 / 1000 (change -7 at the last evaluation); approval 37%; top problems (share of citizens): pollution 11%, housing costs 11%, crime 9%, taxes 8%\nAVERAGES (0-255, lower is better except land value): crime 30, pollution 48, traffic 7, land value 59\nSERVICES: coal plants 2, nuclear 3, police 16, fire stations 7, stadiums 1, seaports 1, airports 1; road tiles 2351, rail tiles 602; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 30); population must be >= 25,000\n\nBUILDINGS (top-left; * = unpowered): coal power plant x2: (44,74) (113,32); nuclear power plant x3: (107,95) (111,95) (115,95); police station x16: (5,74) (10,35) (18,23) (18,52) (26,35) (35,23) (35,40) (43,35) (47,14) (52,48) (56,72) (77,26) (81,23) (92,42) (102,9) (102,31); fire station x7: (9,86) (18,14) (18,48) (43,19) (47,31) (64,48) (98,31); stadium x1: (87,53); seaport x1: (103,42); airport x1: (69,11)\nUNPOWERED ZONES (top-left): (64,40)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (53,6) (81,55) (35,7) (56,4) (64,6) (48,3) (52,3) (51,77) (59,3) (67,6)\nLARGE OPEN AREAS (top-left, size): (94,63) 26x26 (68,67) 22x22 (105,0) 15x15 (54,75) 14x14 (0,12) 10x10 (69,0) 9x9\nHOT SPOTS (value@tile range): crime: 196@(58-59,28-29) 194@(24-25,74-75) 192@(60-61,26-27); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15); traffic: 142@(58-59,42-43) 128@(60-61,38-39) 126@(24-25,72-73)\n\nMAP (1 char = 2x2 tiles; the char at column c, row r covers x=2c..2c+1, y=2r..2r+1).\nLegend: . empty land  \" trees  ~ water  , rubble  * fire  w flood  ! radiation  # road  = rail  + power line  R/C/I zones (lowercase = unpowered)  E coal plant  N nuclear  P police  F fire station  S stadium  O seaport  A airport  H hospital/church  k park\n      0    10   20   30   40   50   60   70   80   90   100  110     <- x\ny=  0 .\"\"#\"\"\".\"\".\"\"\"#\"\"\"\"\".\"\"\"\"#\"\"...\"\"\"\"\"..\"\"\"\"\"\".\"\"\"#\".\"\"\"\"\"\"\"\"\"\ny=  2 .\"\"#RR\"\"\"\"\"\"\"\"#\"\"\"\"\".\"\"\"\"#\"\".\".\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"#\"\"\"\"\"\"\"..\"\"\ny=  4 .\"\"#RR\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"\"\"#\"\"\"\"..\"\"\"\"\".\"\".\"\"\"\"\"CC#\"\"\"\"\"\"\"\"\"\".\ny=  6 .\"\"#RR++++++++#RR\"\"k\"kk.k#k\"IIII\"\"\"\"..\"\"CC\"\"\"\"CC#CC.\"\"\"\"\"\"\".\ny=  8 \"\"\".RR#########RR#..\"#######IIII########CC#######CCPP\".\"\"\"..\ny= 10 \"\"\".....#RRRRRRCC#kk,IIII#IIIIIIIIAAAAIIRRRR#RRRRRRPP..\"\"\"\"\"\ny= 12 ..\".....#RRRRRRCC####IIII#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##PPRRRRRRPPRRIIII#IIIIIIIIIIIIIIPP###RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#PPRRRRRRPPRRIIII#IIIIIIIIIIIIIIPPkk#RRRRkkk=RRII\"\"\"\ny= 26 \"HHR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIPPRRRR#RRRRRRRRIIIIII\"\ny= 28 .HHR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIPPRRRR#RRRRRRRRIIIIII~\ny= 30 .####RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII###\"~\ny= 32 \"\"\"\"#RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII#EEE~\ny= 34 \"\"\"\"#PPRRRRRRPPCCCCCCPPCC#CCCCRRRRRRRRRRRRHH#RRRRRRRRRR#EEE~\ny= 36 \"\"\"\"#PPRRRRRRPPCCCCCCPPCC#CCCCRRRRRRRRRRRRHH#RRRRRRRRRR#\"~~~\ny= 38 \"\"\".####################################################~~~~\ny= 40 \"\"\".=.#RRRRRRRR=kPPCCRRCC#CCRRRRrrRRRRRRRRRR############~~~~\ny= 42 \"\"\"\"=.#RRRRRRRR##PPCCRRCC#CCRRRRrrRRRRRRRRRRIIPPIIIOOOI#~~~~\ny= 44 \"\"\"\"=.#RRRRRRRRCCCCCCCCCC#CCk#kkk=RRRRRRRR#kIIPPIIIOOOI~~~~~\ny= 46 \"\"\"\"###RRRRRRRRCCCCCCCCCC#CC######RRRRRRRR~~+~~~~~~~~~~~~~~~\ny= 48 .RRR#RRRRFFRRRRCCCCCCCCCC#PPCCRRFFRRRR#~#~~++~~~~~~~~~~~~~~~\ny= 50 #RRR#RRRRFFRRRRCCCCCCCCCC#PPCCRRFFRRRR~~#~~+\"\"~~~~~~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~~~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~###SSS~~~~~~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#~~~~~\"\"\"SSS~~~~~~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"\"\"\"~~~~~~~\"~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCCCCCCC#CCCC#~~~~~~~~\"\"\"~~~~~~~\"\"\"\".\"\"~~~~\ny= 62 \"\".\"IIII#IIIIIICCCCCCCCCC#CC~~~~~~~~~~~~~~~~~~~~\"\"\"\"\"...\"\"\"~\ny= 64 \"\"..IIII#IIIIIICCCCCC###=#~~~~~~~~~~~~~~~~~~~~\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC+~~=#~~~~~~~~~~~~~~~~~\"\".\"\"\"\"\"\".\"\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC##+~~=#~II~\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~+~~=#III\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~+~~=#IIPP\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..PPIIII#IIIIIICC~~~IIEE=CC\"PP\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"..\"\".\ny= 76 \"\"PP#############~~~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: Apr 1975: pop 23.1k (need 25k by Jan 1982), crime 34 (fine). Tax 1%, funding road20/fire10/police50, expected cash flow about -$1k/yr. Demand R-99 C-17 I-99. Next turn: if commercial or residential demand turns positive, zone at free sites (53,6),(81,55),(35,7),(51,77). The zone at (69,35) is unpowered; consider a power line. Police funding could drop to 40% if crime stays under 40.", "raw": "The population fell from 23.1k to 20.1k, and demand is at -100 even at a 1% tax. Road funding at 20% is probably letting roads decay and cutting zones off from traffic. I'll raise taxes a little to fund road upkeep, trim police slightly since crime is only 30, and keep cash in reserve.\n\n{\"thoughts\": \"Population is dropping and all demand is negative even at 1% tax. Roads funded at only 20% are likely decaying and disconnecting zones. Raise tax slightly to pay for more road maintenance, trim police since crime is at 30, and keep cash in reserve.\", \"notes\": \"Oct 1975: pop 20.1k (census 24.4k), crime 30. Set tax 3%, road 45/fire 10/police 40. Check next turn whether the pop decline stops and what cash flow looks like. The zoomed view at (40,30) is to check the unpowered zone at (64,40) and nearby road condition. If demand turns positive, zone at free sites (53,6),(81,55),(35,7),(51,77).\", \"actions\": [{\"type\": \"tax\", \"rate\": 3}, {\"type\": \"funding\", \"road\": 45, \"fire\": 10, \"police\": 40}, {\"type\": \"zoom\", \"x\": 40, \"y\": 30}]}", "routed_model": "anthropic/claude-opus-5.5", "usage": {"prompt_tokens": 5863, "completion_tokens": 2425, "total_tokens": 8288, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 0, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.071952, "upstream_inference_prompt_cost": 0.023452, "upstream_inference_completions_cost": 0.0485}, "completion_tokens_details": {"reasoning_tokens": 2001, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.071952, "latency_s": 52.69, "thoughts": "Population is dropping and all demand is negative even at 1% tax. Roads funded at only 20% are likely decaying and disconnecting zones. Raise tax slightly to pay for more road maintenance, trim police since crime is at 30, and keep cash in reserve.", "notes": "Oct 1975: pop 20.1k (census 24.4k), crime 30. Set tax 3%, road 45/fire 10/police 40. Check next turn whether the pop decline stops and what cash flow looks like. The zoomed view at (40,30) is to check the unpowered zone at (64,40) and nearby road condition. If demand turns positive, zone at free sites (53,6),(81,55),(35,7),(51,77).", "actions": [{"type": "tax", "rate": 3}, {"type": "funding", "road": 45, "fire": 10, "police": 40}, {"type": "zoom", "x": 40, "y": 30}], "actions_dropped": 0, "results": ["OK tax rate set to 3%", "OK funding set: road 45%, fire 10%, police 40%", "OK zoom view at (40,30) next turn"], "state": {"population_now": 20120, "funds": 6637, "score": 383, "tax": 1}, "info": {"unpowered_zones": 1, "zones_r": 125, "zones_c": 63, "zones_i": 90, "free_sites": 10}, "wall_s": 817.6}
{"turn": 17, "date": "Jan 1976", "model": "typesafe/jev-router", "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: $5,051   tax rate 3%   funding: road 45%, fire 10%, police 40%\n  last January's budget: tax income $243, requested road $2,488, fire $700, police $1,600; cash flow $-4,545/yr\nPOPULATION: 18,580 now (official census 18,800, City); residents 321, commerce 27, industry 49 (engine units)\nZONES: residential 125, commercial 63, industrial 90; unpowered zones: 1\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): 406 / 1000 (change +23 at the last evaluation); approval 36%; top problems (share of citizens): pollution 11%, housing costs 10%, taxes 5%, crime 4%\nAVERAGES (0-255, lower is better except land value): crime 30, pollution 47, traffic 4, land value 60\nSERVICES: coal plants 2, nuclear 3, police 16, fire stations 7, stadiums 1, seaports 1, airports 1; road tiles 2371, rail tiles 602; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 30); population must be >= 25,000\n\nBUILDINGS (top-left; * = unpowered): coal power plant x2: (44,74) (113,32); nuclear power plant x3: (107,95) (111,95) (115,95); police station x16: (5,74) (10,35) (18,23) (18,52) (26,35) (35,23) (35,40) (43,35) (47,14) (52,48) (56,72) (77,26) (81,23) (92,42) (102,9) (102,31); fire station x7: (9,86) (18,14) (18,48) (43,19) (47,31) (64,48) (98,31); stadium x1: (87,53); seaport x1: (103,42); airport x1: (69,11)\nUNPOWERED ZONES (top-left): (31,19)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (53,6) (81,55) (35,7) (56,4) (64,6) (48,3) (52,3) (51,77) (59,3) (67,6)\nLARGE OPEN AREAS (top-left, size): (94,63) 26x26 (68,67) 22x22 (105,0) 15x15 (54,75) 14x14 (0,12) 10x10 (69,0) 9x9\nHOT SPOTS (value@tile range): crime: 196@(58-59,28-29) 194@(24-25,74-75) 192@(60-61,26-27); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15); traffic: 102@(42-43,12-13) 78@(24-25,72-73) 78@(12-13,22-23)\n\nMAP (1 char = 2x2 tiles; the char at column c, row r covers x=2c..2c+1, y=2r..2r+1).\nLegend: . empty land  \" trees  ~ water  , rubble  * fire  w flood  ! radiation  # road  = rail  + power line  R/C/I zones (lowercase = unpowered)  E coal plant  N nuclear  P police  F fire station  S stadium  O seaport  A airport  H hospital/church  k park\n      0    10   20   30   40   50   60   70   80   90   100  110     <- x\ny=  0 .\"\"#\"\"\".\"\".\"\"\"#\"\"\"\"\".\"\"\"\"#\"\"...\"\"\"\"\"..\"\"\"\"\"\".\"\"\"#\".\"\"\"\"\"\"\"\"\"\ny=  2 .\"\"#RR\"\"\"\"\"\"\"\"#\"\"\"\"\".\"\"\"\"#\"\".\".\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"#\"\"\"\"\"\"\"..\"\"\ny=  4 .\"\"#RR\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"\"\"#\"\"\"\"..\"\"\"\"\".\"\".\"\"\"\"\"CC#\"\"\"\"\"\"\"\"\"\".\ny=  6 .\"\"#RR++++++++#RR\"\"k\"kk.k#k\"IIII\"\"\"\"..\"\"CC\"\"\"\"CC#CC.\"\"\"\"\"\"\".\ny=  8 \"\"\".RR#########RR#..\"#######IIII########CC#######CCPP\".\"\"\"..\ny= 10 \"\"\".....#RRRRRRCC#kk,IIII#IIIIIIIIAAAAIIRRRR#RRRRRRPP..\"\"\"\"\"\ny= 12 ..\".....#RRRRRRCC####IIII#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##PPRRRRRRPPRRIIII#IIIIIIIIIIIIIIPP###RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#PPRRRRRRPPRRIIII#IIIIIIIIIIIIIIPPkk#RRRRkkk=RRII\"\"\"\ny= 26 \"HHR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIPPRRRR#RRRRRRRRIIIIII\"\ny= 28 .HHR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIPPRRRR#RRRRRRRRIIIIII~\ny= 30 .####RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII###\"~\ny= 32 \"\"\"\"#RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII#EEE~\ny= 34 \"\"\"\"#PPRRRRRRPPCCCCCCPPCC#CCCCRRRRRRRRRRRRHH#RRRRRRRRRR#EEE~\ny= 36 \"\"\"\"#PPRRRRRRPPCCCCCCPPCC#CCCCRRRRRRRRRRRRHH#RRRRRRRRRR#\"~~~\ny= 38 \"\"\".####################################################~~~~\ny= 40 \"\"\".=.#RRRRRRRR=kPPCCRRCC#CCRRRRRRRRRRRRRRRR############~~~~\ny= 42 \"\"\"\"=.#RRRRRRRR##PPCCRRCC#CCRRRRRRRRRRRRRRRRIIPPIIIOOOI#~~~~\ny= 44 \"\"\"\"=.#RRRRRRRRCCCCCCCCCC#CCk#kkk=RRRRRRRR#kIIPPIIIOOOI~~~~~\ny= 46 \"\"\"\"###RRRRRRRRCCCCCCCCCC#CC######RRRRRRRR~~+~~~~~~~~~~~~~~~\ny= 48 .RRR#RRRRFFRRRRCCCCCCCCCC#PPCCRRFFRRRR#~#~~++~~~~~~~~~~~~~~~\ny= 50 #RRR#RRRRFFRRRRCCCCCCCCCC#PPCCRRFFRRRR~~#~~+\"\"~~~~~~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~~~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~###SSS~~~~~~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#~~~~~\"\"\"SSS~~~~~~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"\"\"\"~~~~~~~\"~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCCCCCCC#CCCC#~~~~~~~~\"\"\"~~~~~~~\"\"\"\".\"\"~~~~\ny= 62 \"\".\"IIII#IIIIIICCCCCCCCCC#CC~~~~~~~~~~~~~~~~~~~~\"\"\"\"\"...\"\"\"~\ny= 64 \"\"..IIII#IIIIIICCCCCC###=#~~~~~~~~~~~~~~~~~~~~\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC+~~=#~~~~~~~~~~~~~~~~~\"\".\"\"\"\"\"\".\"\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC##+~~=#~II~\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~+~~=#III\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~+~~=#IIPP\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..PPIIII#IIIIIICC~~~IIEE=CC\"PP\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"..\"\".\ny= 76 \"\"PP#############~~~IIEE=CC\"\"\"\".\"\"\".\"......\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"\"\"IIII#IIIIII~~~~II#####\"\"\"\"\".\"\"\".\"\"\"..\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 80 \"\"\".IIII#IIIIII~~~~II#\"\"=#\"\".\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 82 \"\"\"\"IIII#IIII~~~~~\"##II+=CC..\"\"..\"\".\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"..\"\"\"\ny= 84 .\"\"\"IIII#IIII~~~~\"\"#III##CC\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\".\"\"\ny= 86 ~\"\".FFII#===~~~~\"\"##IICC=\"\"\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\".\"\"\ny= 88 ~\"\"\"FFII=~==~~~.\"\"#\"\"#CC====================================\ny= 90 ~~\"\"II#~===~~~~.\"\"#\"\"#.\"\"\"\".\"\"\"\"\".=.\"\"\"\".\"\"\".\"\"\".\"\"\"\".\",,,,,\ny= 92 \"~~~II#~===~~~~\"\"\"#.\"#\"\"\"\"\"\"\"\"\"\"\".=\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\",,,,,\ny= 94 \".~~II#~===~~~\"\"\"\"#\"\"#\"\"\"\"\"\"\".\"\"\"\"=\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"NNNNNNN\ny= 96 \".\"\"II#~==~~~~\"\"\"\"#.\"#\"...\"\"\".\"\"\"\"=\"\"\".\"\"\"\".\"\".\"\"\"\"\"\"NNNNNNN\ny= 98 \"\"\"\"###+=+++++++++#++#++++++++++++=++++++++++++++++++NNNNNNN\n\nZOOM (full resolution, 1 char = 1 tile, top-left (40,30)):\n       4         5         6         7         \n       0123456789012345678901234567890123456789\ny= 30  ########################################\ny= 31  CC#CCC#FFF=#CCC#CCC#RRR#RRR=#RRR#RRR#RRR\ny= 32  CC#CCC#FFF=#CCC#CCC#RRR#RRR=#RRR#RRR#RRR\ny= 33  CC#CCC#FFF=#CCC#CCC#RRR#RRR=#RRR#RRR#RRR\ny= 34  ########################################\ny= 35  CC#PPP#CCC=#CCC#CCC#RRR#RRR=#RRR#RRR#RRR\ny= 36  CC#PPP#CCC=#CCC#CCC#RRR#RRR=#RRR#RRR#RRR\ny= 37  CC#PPP#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#k,,#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=#PPP#CCC#RRR#FFF=#RRR#RRR#.~~\ny= 49  CC#CCC#CCC=#PPP#CCC#RRR#FFF=#RRR#RRR#~~~\ny= 50  CC#CCC#CCC=#PPP#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 3% | OK funding set: road 45%, fire 10%, police 40% | OK zoom view at (40,30) next turn\nYOUR NOTES FROM LAST TURN: Oct 1975: pop 20.1k (census 24.4k), crime 30. Set tax 3%, road 45/fire 10/police 40. Check next turn whether the pop decline stops and what cash flow looks like. The zoomed view at (40,30) is to check the unpowered zone at (64,40) and nearby road condition. If demand turns positive, zone at free sites (53,6),(81,55),(35,7),(51,77).", "raw": "{\"thoughts\":\"Crime is already below the goal, but the population is falling quickly and demand is negative for every zone type. I\u2019ll try a temporary zero-tax policy to encourage growth while reducing service costs enough to preserve cash; I won\u2019t add zones until demand recovers.\",\"notes\":\"Jan 1976: population 18.6k, crime 30, cash $5,051. Check population and demand next turn. The unpowered zone at (31,19) needs a closer look before placing a power line; restore tax or trim spending if cash falls too quickly.\",\"actions\":[{\"type\":\"tax\",\"rate\":0},{\"type\":\"funding\",\"road\":35,\"fire\":10,\"police\":40},{\"type\":\"zoom\",\"x\":19,\"y\":10}]}", "routed_model": "openai/gpt-6-sol", "usage": {"prompt_tokens": 4543, "completion_tokens": 1577, "total_tokens": 6120, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 4541, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.02983915, "upstream_inference_prompt_cost": 0.01249215, "upstream_inference_completions_cost": 0.017347}, "completion_tokens_details": {"reasoning_tokens": 1411, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.02983915, "latency_s": 17.31, "thoughts": "Crime is already below the goal, but the population is falling quickly and demand is negative for every zone type. I\u2019ll try a temporary zero-tax policy to encourage growth while reducing service costs enough to preserve cash; I won\u2019t add zones until demand recovers.", "notes": "Jan 1976: population 18.6k, crime 30, cash $5,051. Check population and demand next turn. The unpowered zone at (31,19) needs a closer look before placing a power line; restore tax or trim spending if cash falls too quickly.", "actions": [{"type": "tax", "rate": 0}, {"type": "funding", "road": 35, "fire": 10, "police": 40}, {"type": "zoom", "x": 19, "y": 10}], "actions_dropped": 0, "results": ["OK tax rate set to 0%", "OK funding set: road 35%, fire 10%, police 40%", "OK zoom view at (19,10) next turn"], "state": {"population_now": 18580, "funds": 5051, "score": 406, "tax": 3}, "info": {"unpowered_zones": 1, "zones_r": 125, "zones_c": 63, "zones_i": 90, "free_sites": 10}, "wall_s": 835.1}
{"turn": 18, "date": "Apr 1976", "model": "typesafe/jev-router", "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: $5,051   tax rate 0%   funding: road 35%, fire 10%, police 40%\n  last January's budget: tax income $243, requested road $2,488, fire $700, police $1,600; cash flow $-4,545/yr\nPOPULATION: 17,020 now (official census 18,800, City); residents 291, commerce 25, industry 45 (engine units)\nZONES: residential 125, commercial 63, industrial 90; unpowered zones: 0\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): 406 / 1000 (change +23 at the last evaluation); approval 36%; top problems (share of citizens): pollution 11%, housing costs 10%, taxes 5%, crime 4%\nAVERAGES (0-255, lower is better except land value): crime 28, pollution 48, traffic 4, land value 61\nSERVICES: coal plants 2, nuclear 3, police 16, fire stations 7, stadiums 1, seaports 1, airports 1; road tiles 2361, rail tiles 602; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 28); population must be >= 25,000\n\nBUILDINGS (top-left; * = unpowered): coal power plant x2: (44,74) (113,32); nuclear power plant x3: (107,95) (111,95) (115,95); police station x16: (5,74) (10,35) (18,23) (18,52) (26,35) (35,23) (35,40) (43,35) (47,14) (52,48) (56,72) (77,26) (81,23) (92,42) (102,9) (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): (53,6) (81,55) (35,7) (56,4) (64,6) (48,3) (52,3) (51,77) (59,3) (67,6)\nLARGE OPEN AREAS (top-left, size): (94,63) 26x26 (68,67) 22x22 (105,0) 15x15 (54,75) 14x14 (0,12) 10x10 (69,0) 9x9\nHOT SPOTS (value@tile range): crime: 192@(24-25,78-79) 192@(24-25,74-75) 186@(60-61,26-27); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15); traffic: 206@(62-63,42-43) 156@(24-25,12-13) 130@(62-63,38-39)\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 .\"\"#\"\"\".\"\".\"\"\"#\"\"\"\"\".\"\"\"\"#\"\"...\"\"\"\"\"..\"\"\"\"\"\".\"\"\"#\".\"\"\"\"\"\"\"\"\"\ny=  2 .\"\"#RR\"\"\"\"\"\"\"\"#\"\"\"\"\".\"\"\"\"#\"\".\".\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"#\"\"\"\"\"\"\"..\"\"\ny=  4 .\"\"#RR\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"\"\"#\"\"\"\"..\"\"\"\"\".\"\".\"\"\"\"\"CC#\"\"\"\"\"\"\"\"\"\".\ny=  6 .\"\"#RR++++++++#RR\"\"k\"kk.k#k\"IIII\"\"\"\"..\"\"CC\"\"\"\"CC#CC.\"\"\"\"\"\"\".\ny=  8 \"\"\".RR#########RR#..\"#######IIII########CC#######CCPP\".\"\"\"..\ny= 10 \"\"\".....#RRRRRRCC#kk,IIII#IIIIIIIIAAAAIIRRRR#RRRRRRPP..\"\"\"\"\"\ny= 12 ..\".....#RRRRRRCC####IIII#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##PPRRRRRRPPRRIIII#IIIIIIIIIIIIIIPP###RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#PPRRRRRRPPRRIIII#IIIIIIIIIIIIIIPPkk#RRRRkkk=RRII\"\"\"\ny= 26 \"HHR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIPPRRRR#RRRRRRRRIIIIII\"\ny= 28 .HHR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIPPRRRR#RRRRRRRRIIIIII~\ny= 30 .####RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII###\"~\ny= 32 \"\"\"\"#RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII#EEE~\ny= 34 \"\"\"\"#PPRRRRRRPPCCCCCCPPCC#CCCCRRRRRRRRRRRRHH#RRRRRRRRRR#EEE~\ny= 36 \"\"\"\"#PPRRRRRRPPCCCCCCPPCC#CCCCRRRRRRRRRRRRHH#RRRRRRRRRR#\"~~~\ny= 38 \"\"\".####################################################~~~~\ny= 40 \"\"\".=.#RRRRRRRR=kPPCCRRCC#CCRRRRRRRRRRRRRRRR############~~~~\ny= 42 \"\"\"\"=.#RRRRRRRR##PPCCRRCC#CCRRRRRRRRRRRRRRRRIIPPIIIOOOI#~~~~\ny= 44 \"\"\"\"=.#RRRRRRRRCCCCCCCCCC#CCk#kkk=RRRRRRRR#kIIPPIIIOOOI~~~~~\ny= 46 \"\"\"\"###RRRRRRRRCCCCCCCCCC#CC######RRRRRRRR~~+~~~~~~~~~~~~~~~\ny= 48 .RRR#RRRRFFRRRRCCCCCCCCCC#PPCCRRFFRRRR#~#~~++~~~~~~~~~~~~~~~\ny= 50 #RRR#RRRRFFRRRRCCCCCCCCCC#PPCCRRFFRRRR~~#~~+\"\"~~~~~~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~~~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~###SSS~~~~~~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#~~~~~\"\"\"SSS~~~~~~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"\"\"\"~~~~~~~\"~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCCCCCCC#CCCC#~~~~~~~~\"\"\"~~~~~~~\"\"\"\".\"\"~~~~\ny= 62 \"\".\"IIII#IIIIIICCCCCCCCCC#CC~~~~~~~~~~~~~~~~~~~~\"\"\"\"\"...\"\"\"~\ny= 64 \"\"..IIII#IIIIIICCCCCC###=#~~~~~~~~~~~~~~~~~~~~\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC+~~=#~~~~~~~~~~~~~~~~~\"\".\"\"\"\"\"\".\"\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC##+~~=#~II~\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~+~~=#III\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~+~~=#IIPP\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..PPIIII#IIIIIICC~~~IIEE=CC\"PP\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"..\"\".\ny= 76 \"\"PP#############~~~IIEE=CC\"\"\"\".\"\"\".\"......\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"\"\"IIII#IIIIII~~~~II#####\"\"\"\"\".\"\"\".\"\"\"..\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 80 \"\"\".IIII#IIIIII~~~~II#\"\"=#\"\".\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 82 \"\"\"\"IIII#IIII~~~~~\"##II+=CC..\"\"..\"\".\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"..\"\"\"\ny= 84 .\"\"\"IIII#IIII~~~~\"\"#III##CC\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\".\"\"\ny= 86 ~\"\".FFII#===~~~~\"\"##IICC=\"\"\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\".\"\"\ny= 88 ~\"\"\"FFII=~==~~~.\"\"#\"\"#CC====================================\ny= 90 ~~\"\"II#~===~~~~.\"\"#\"\"#.\"\"\"\".\"\"\"\"\".=.\"\"\"\".\"\"\".\"\"\".\"\"\"\".\",,,,,\ny= 92 \"~~~II#~===~~~~\"\"\"#.\"#\"\"\"\"\"\"\"\"\"\"\".=\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\",,,,,\ny= 94 \".~~II#~===~~~\"\"\"\"#\"\"#\"\"\"\"\"\"\".\"\"\"\"=\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"NNNNNNN\ny= 96 \".\"\"II#~==~~~~\"\"\"\"#.\"#\"...\"\"\".\"\"\"\"=\"\"\".\"\"\"\".\"\".\"\"\"\"\"\"NNNNNNN\ny= 98 \"\"\"\"###+=+++++++++#++#++++++++++++=++++++++++++++++++NNNNNNN\n\nZOOM (full resolution, 1 char = 1 tile, top-left (19,10)):\n        2         3         4         5        \n       9012345678901234567890123456789012345678\ny= 10  RR#RRR#RRR#=CCC#,k..k.,#III#III=#III#III\ny= 11  RR#RRR#RRR#=CCC#,,....,#III#III=#III#III\ny= 12  RR#RRR#RRR#=CCC#,,,..,,#III#III=#III#III\ny= 13  ########################################\ny= 14  FF#RRR#RRR#=CCC#CCC#CCC#III#PPP=#III#III\ny= 15  FF#RRR#RRR#=CCC#CCC#CCC#III#PPP=#III#III\ny= 16  FF#RRR#RRR#=CCC#CCC#CCC#III#PPP=#III#III\ny= 17  ==#===#===#====#===#===#===#====#===#===\ny= 18  ########################################\ny= 19  RR#RRR#RRR#=RRR#RRR#RRR#FFF#III=#III#III\ny= 20  RR#RRR#RRR#=RRR#RRR#RRR#FFF#III=#III#III\ny= 21  RR#RRR#RRR#=RRR#RRR#RRR#FFF#III=#III#III\ny= 22  ########################################\ny= 23  PP#RRR#RRR#=RRR#PPP#RRR#III#III=#III#III\ny= 24  PP#RRR#RRR#=RRR#PPP#RRR#III#III=#III#III\ny= 25  PP#RRR#RRR#=RRR#PPP#RRR#III#III=#III#III\ny= 26  ########################################\ny= 27  RR#RRR#RRR#=RRR#RRR#RRR#RRR#III=#III#III\ny= 28  RR#RRR#RRR#=RRR#RRR#RRR#RRR#III=#III#III\ny= 29  RR#RRR#RRR#=RRR#RRR#RRR#RRR#III=#III#III\ny= 30  ########################################\ny= 31  RR#RRR#RRR#=CCC#CCC#CCC#CCC#FFF=#CCC#CCC\ny= 32  RR#RRR#RRR#=CCC#CCC#CCC#CCC#FFF=#CCC#CCC\ny= 33  RR#RRR#RRR#=CCC#CCC#CCC#CCC#FFF=#CCC#CCC\ny= 34  ########################################\n\nEVENTS SINCE LAST TURN: none\nRESULTS OF YOUR LAST ACTIONS: OK tax rate set to 0% | OK funding set: road 35%, fire 10%, police 40% | OK zoom view at (19,10) next turn\nYOUR NOTES FROM LAST TURN: Jan 1976: population 18.6k, crime 30, cash $5,051. Check population and demand next turn. The unpowered zone at (31,19) needs a closer look before placing a power line; restore tax or trim spending if cash falls too quickly.", "raw": "{\"thoughts\":\"Cash burn is the immediate threat, so I\u2019m restoring a moderate 7% tax while keeping police effective and trimming only road funding slightly. Cheap parks should nudge land value/approval upward without zoning into negative demand; I\u2019ll inspect the southwest crime pocket for a possible later station.\",\"notes\":\"Set tax 7%, funding road30/fire10/police40; parks placed on free sites to raise value. Watch Jan 1977 budget: if income still low, raise tax to 8 or cut road further, but keep police ~40. Check SW hotspot around (24,74-79) and demand recovery before zoning.\",\"actions\":[{\"type\":\"tax\",\"rate\":7},{\"type\":\"funding\",\"road\":30,\"fire\":10,\"police\":40},{\"type\":\"build\",\"what\":\"park\",\"x\":53,\"y\":6},{\"type\":\"build\",\"what\":\"park\",\"x\":81,\"y\":55},{\"type\":\"build\",\"what\":\"park\",\"x\":35,\"y\":7},{\"type\":\"build\",\"what\":\"park\",\"x\":56,\"y\":4},{\"type\":\"build\",\"what\":\"park\",\"x\":64,\"y\":6},{\"type\":\"build\",\"what\":\"park\",\"x\":48,\"y\":3},{\"type\":\"build\",\"what\":\"park\",\"x\":52,\"y\":3},{\"type\":\"build\",\"what\":\"park\",\"x\":51,\"y\":77},{\"type\":\"zoom\",\"x\":20,\"y\":70}]}", "routed_model": "moonshotai/kimi-k3", "usage": {"prompt_tokens": 4654, "completion_tokens": 2696, "total_tokens": 7350, "cost": 0.0516372, "is_byok": false, "prompt_tokens_details": {"cached_tokens": 1024, "cache_write_tokens": 0, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.0516372, "upstream_inference_prompt_cost": 0.0111972, "upstream_inference_completions_cost": 0.04044}, "completion_tokens_details": {"reasoning_tokens": 2313, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.0516372, "latency_s": 59.63, "thoughts": "Cash burn is the immediate threat, so I\u2019m restoring a moderate 7% tax while keeping police effective and trimming only road funding slightly. Cheap parks should nudge land value/approval upward without zoning into negative demand; I\u2019ll inspect the southwest crime pocket for a possible later station.", "notes": "Set tax 7%, funding road30/fire10/police40; parks placed on free sites to raise value. Watch Jan 1977 budget: if income still low, raise tax to 8 or cut road further, but keep police ~40. Check SW hotspot around (24,74-79) and demand recovery before zoning.", "actions": [{"type": "tax", "rate": 7}, {"type": "funding", "road": 30, "fire": 10, "police": 40}, {"type": "build", "what": "park", "x": 53, "y": 6}, {"type": "build", "what": "park", "x": 81, "y": 55}, {"type": "build", "what": "park", "x": 35, "y": 7}, {"type": "build", "what": "park", "x": 56, "y": 4}, {"type": "build", "what": "park", "x": 64, "y": 6}, {"type": "build", "what": "park", "x": 48, "y": 3}, {"type": "build", "what": "park", "x": 52, "y": 3}, {"type": "build", "what": "park", "x": 51, "y": 77}, {"type": "zoom", "x": 20, "y": 70}], "actions_dropped": 0, "results": ["OK tax rate set to 7%", "OK funding set: road 30%, fire 10%, police 40%", "OK park at (53,6): ok", "OK park at (81,55): ok", "OK park at (35,7): ok", "OK park at (56,4): ok", "OK park at (64,6): ok", "OK park at (48,3): ok", "OK park at (52,3): ok", "OK park at (51,77): ok", "OK zoom view at (20,70) next turn"], "state": {"population_now": 17020, "funds": 5051, "score": 406, "tax": 0}, "info": {"unpowered_zones": 0, "zones_r": 125, "zones_c": 63, "zones_i": 90, "free_sites": 10}, "wall_s": 894.9}
{"turn": 19, "date": "Jul 1976", "model": "typesafe/jev-router", "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: $4,966   tax rate 7%   funding: road 30%, fire 10%, police 40%\n  last January's budget: tax income $243, requested road $2,488, fire $700, police $1,600; cash flow $-4,545/yr\nPOPULATION: 16,020 now (official census 18,800, City); residents 273, commerce 23, industry 43 (engine units)\nZONES: residential 125, commercial 63, industrial 90; unpowered zones: 0\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): 406 / 1000 (change +23 at the last evaluation); approval 36%; top problems (share of citizens): pollution 11%, housing costs 10%, taxes 5%, crime 4%\nAVERAGES (0-255, lower is better except land value): crime 27, pollution 48, traffic 4, land value 61\nSERVICES: coal plants 2, nuclear 3, police 16, fire stations 7, stadiums 1, seaports 1, airports 1; road tiles 2371, rail tiles 602; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 27); population must be >= 25,000\n\nBUILDINGS (top-left; * = unpowered): coal power plant x2: (44,74) (113,32); nuclear power plant x3: (107,95) (111,95) (115,95); police station x16: (5,74) (10,35) (18,23) (18,52) (26,35) (35,23) (35,40) (43,35) (47,14) (52,48) (56,72) (77,26) (81,23) (92,42) (102,9) (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): (82,55) (65,6) (57,3) (60,3) (68,6) (51,78) (63,3) (46,79) (48,0) (10,40)\nLARGE OPEN AREAS (top-left, size): (94,63) 26x26 (68,67) 22x22 (105,0) 15x15 (54,75) 14x14 (0,11) 10x10 (67,0) 9x9\nHOT SPOTS (value@tile range): crime: 192@(24-25,78-79) 192@(24-25,74-75) 186@(60-61,26-27); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15); traffic: 188@(20-21,12-13) 98@(12-13,26-27) 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\"\"\"\"\"\"\"\"#\"\"\"\"\".\"\"\"k#k\".\".\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"#\"\"\"\"\"\"\"..\"\"\ny=  4 .\"\"#RR\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"\"\"#\"\"k\"..\"\"\"\"\".\"\".\"\"\"\"\"CC#\"\"\"\"\"\"\"\"\"\".\ny=  6 .\"\"#RR++++++++#RRk\"k\"kk.k#k\"IIIIk\"\"\"..\"\"CC\"\"\"\"CC#CC.\"\"\"\"\"\"\".\ny=  8 \"\"\".RR#########RR#..\"#######IIII########CC#######CCPP\".\"\"\"..\ny= 10 \"\"\".....#RRRRRRCC#kk,IIII#IIIIIIIIAAAAIIRRRR#RRRRRRPP..\"\"\"\"\"\ny= 12 ..\".....#RRRRRRCC####IIII#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##PPRRRRRRPPRRIIII#IIIIIIIIIIIIIIPP###RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#PPRRRRRRPPRRIIII#IIIIIIIIIIIIIIPPkk#RRRRkkk=RRII\"\"\"\ny= 26 \"HHR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIPPRRRR#RRRRRRRRIIIIII\"\ny= 28 .HHR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIPPRRRR#RRRRRRRRIIIIII~\ny= 30 .####RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII###\"~\ny= 32 \"\"\"\"#RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII#EEE~\ny= 34 \"\"\"\"#PPRRRRRRPPCCCCCCPPCC#CCCCRRRRRRRRRRRRHH#RRRRRRRRRR#EEE~\ny= 36 \"\"\"\"#PPRRRRRRPPCCCCCCPPCC#CCCCRRRRRRRRRRRRHH#RRRRRRRRRR#\"~~~\ny= 38 \"\"\".####################################################~~~~\ny= 40 \"\"\".=.#RRRRRRRR=kPPCCRRCC#CCRRRRRRRRRRRRRRRR############~~~~\ny= 42 \"\"\"\"=.#RRRRRRRR##PPCCRRCC#CCRRRRRRRRRRRRRRRRIIPPIIIOOOI#~~~~\ny= 44 \"\"\"\"=.#RRRRRRRRCCCCCCCCCC#CCk#kkk=RRRRRRRR#kIIPPIIIOOOI~~~~~\ny= 46 \"\"\"\"###RRRRRRRRCCCCCCCCCC#CC######RRRRRRRR~~+~~~~~~~~~~~~~~~\ny= 48 .RRR#RRRRFFRRRRCCCCCCCCCC#PPCCRRFFRRRR#~#~~++~~~~~~~~~~~~~~~\ny= 50 #RRR#RRRRFFRRRRCCCCCCCCCC#PPCCRRFFRRRR~~#~~+\"\"~~~~~~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~~~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~###SSS~~~~~~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#~~~~~\"\"\"SSS~~~~~~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"\"\"\"~~~~~~~\"~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCCCCCCC#CCCC#~~~~~~~~\"\"\"~~~~~~~\"\"\"\".\"\"~~~~\ny= 62 \"\".\"IIII#IIIIIICCCCCCCCCC#CC~~~~~~~~~~~~~~~~~~~~\"\"\"\"\"...\"\"\"~\ny= 64 \"\"..IIII#IIIIIICCCCCC###=#~~~~~~~~~~~~~~~~~~~~\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC+~~=#~~~~~~~~~~~~~~~~~\"\".\"\"\"\"\"\".\"\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC##+~~=#~II~\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~+~~=#III\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~+~~=#IIPP\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..PPIIII#IIIIIICC~~~IIEE=CC\"PP\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"..\"\".\ny= 76 \"\"PP#############~~~IIEE=CC\"\"\"\".\"\"\".\"......\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"\"\"IIII#IIIIII~~~~II#####\"\"\"\"\".\"\"\".\"\"\"..\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 80 \"\"\".IIII#IIIIII~~~~II#\"\"=#\"\".\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 82 \"\"\"\"IIII#IIII~~~~~\"##II+=CC..\"\"..\"\".\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"..\"\"\"\ny= 84 .\"\"\"IIII#IIII~~~~\"\"#III##CC\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\".\"\"\ny= 86 ~\"\".FFII#===~~~~\"\"##IICC=\"\"\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\".\"\"\ny= 88 ~\"\"\"FFII=~==~~~.\"\"#\"\"#CC====================================\ny= 90 ~~\"\"II#~===~~~~.\"\"#\"\"#.\"\"\"\".\"\"\"\"\".=.\"\"\"\".\"\"\".\"\"\".\"\"\"\".\",,,,,\ny= 92 \"~~~II#~===~~~~\"\"\"#.\"#\"\"\"\"\"\"\"\"\"\"\".=\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\",,,,,\ny= 94 \".~~II#~===~~~\"\"\"\"#\"\"#\"\"\"\"\"\"\".\"\"\"\"=\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"NNNNNNN\ny= 96 \".\"\"II#~==~~~~\"\"\"\"#.\"#\"...\"\"\".\"\"\"\"=\"\"\".\"\"\"\".\"\".\"\"\"\"\"\"NNNNNNN\ny= 98 \"\"\"\"###+=+++++++++#++#++++++++++++=++++++++++++++++++NNNNNNN\n\nZOOM (full resolution, 1 char = 1 tile, top-left (20,70)):\n       2         3         4         5         \n       0123456789012345678901234567890123456789\ny= 70  I#III#kkk#CCC#CCC#\"\"~~+~~~~~~=##IIIIII.\"\ny= 71  I#III#kkk#CCC#CCC#.~~~+~~~~~~=#.IIIIII..\ny= 72  #################.~~~~+~~~~\"\"=#.III#PPP.\ny= 73  I#III#III#CCC#...~~~~~+~~..\"\"=######PPP\"\ny= 74  I#III#III#CCC#..~~~~~~++EEEE.=#CCC\"\"PPP\"\ny= 75  I#III#III#CCC#.~~~~~~IIIEEEE.=#CCC\"\"\"\"\"\"\ny= 76  ##############~~~~~~~IIIEEEE+=#CCC....\"\"\ny= 77  =#===#===#...~~~~~~~.IIIEEEE.=#k..\"\"\".\"\"\ny= 78  I#III#III#..~~~~~~~III#########...\"\"\"\"..\ny= 79  I#III#III#.~~~~~~.,III#.\"\".\"\"=#\"\"..\"\"\".\"\ny= 80  I#III#III#~~~~~~~..III#+\"\".\"\"=#\"\"\"\"...\"\"\ny= 81  #########~~~~~~~..\".###+\"\"...=#\"\"\"\"...\"\"\ny= 82  I#III#..~~~~~~~\"\"..##..III+++=#CCC......\ny= 83  I#III#.~~~~~~~\"\"\"..#...III\"\"\"=#CCC....\"\"\ny= 84  I#III#~~~~~~~\"\"\"\"..#IIIIII\"\"\"=#CCC....\"\"\ny= 85  #####~~~~~~~.\"\"\"\"..#III########\"\"\"\"\"\".\"\"\ny= 86  ====~~~~~~~........#III#CCC\"\"=\"\"\"\"\"\"\".\"\"\ny= 87  =.==~~~~~~...\"\"..#######CCC\"\"=\"\"\"..\"\".\"\"\ny= 88  ===~~~~~~~...\"\"..#..\"\"\"#CCC\"\"=\"\"\".....\"\"\ny= 89  ~~=~~~~~~....\"\"..#\"\"\"\"\"#...\"\"===========\ny= 90  ~~~~~~~~~........#\"\"\"\"\"#.......\"\"...\"\"\"\"\ny= 91  =~~~~~~~~....\"\"\"\"#..\"\"\"#...\"\"\".\"\"...\"\"\"\"\ny= 92  ==~~~~~~~\"\"..\"\"\"\"#...\"\"#\"\".\"\"\".\"\"....\"\"\"\ny= 93  =~~~~~~~~\"\"..\"\"\".#.....#\"\".\"\"\".\"\"\"\"\"....\ny= 94  =~~~~~~~\"\"\"..\"\"\".#\"\"\"..#\"\".\"\"\"\".\"\"\"\"\"...\n\nEVENTS SINCE LAST TURN: none\nRESULTS OF YOUR LAST ACTIONS: OK tax rate set to 7% | OK funding set: road 30%, fire 10%, police 40% | OK park at (53,6): ok | OK park at (81,55): ok | OK park at (35,7): ok | OK park at (56,4): ok | OK park at (64,6): ok | OK park at (48,3): ok | OK park at (52,3): ok | OK park at (51,77): ok | OK zoom view at (20,70) next turn\nYOUR NOTES FROM LAST TURN: Set tax 7%, funding road30/fire10/police40; parks placed on free sites to raise value. Watch Jan 1977 budget: if income still low, raise tax to 8 or cut road further, but keep police ~40. Check SW hotspot around (24,74-79) and demand recovery before zoning.", "raw": "{\"thoughts\":\"Crime is already below the target, but population is far below 25,000 and all zone demand is negative. I\u2019ll lower taxes between collection dates to encourage recovery, reduce road spending to preserve cash, and keep police funding steady.\",\"notes\":\"In October 1976, raise tax before January collection; lower it again after collection. Check population, demand, crime, road condition, and cash before adding zones. Police funding is 40%; road funding is 15%.\",\"actions\":[{\"type\":\"tax\",\"rate\":0},{\"type\":\"funding\",\"road\":15,\"fire\":10,\"police\":40},{\"type\":\"build\",\"what\":\"park\",\"x\":10,\"y\":40},{\"type\":\"build\",\"what\":\"park\",\"x\":11,\"y\":41},{\"type\":\"build\",\"what\":\"park\",\"x\":12,\"y\":42}]}", "routed_model": "openai/gpt-6-sol", "usage": {"prompt_tokens": 4503, "completion_tokens": 1736, "total_tokens": 6239, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 4501, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.03147815, "upstream_inference_prompt_cost": 0.01238215, "upstream_inference_completions_cost": 0.019096}, "completion_tokens_details": {"reasoning_tokens": 1552, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.03147815, "latency_s": 20.38, "thoughts": "Crime is already below the target, but population is far below 25,000 and all zone demand is negative. I\u2019ll lower taxes between collection dates to encourage recovery, reduce road spending to preserve cash, and keep police funding steady.", "notes": "In October 1976, raise tax before January collection; lower it again after collection. Check population, demand, crime, road condition, and cash before adding zones. Police funding is 40%; road funding is 15%.", "actions": [{"type": "tax", "rate": 0}, {"type": "funding", "road": 15, "fire": 10, "police": 40}, {"type": "build", "what": "park", "x": 10, "y": 40}, {"type": "build", "what": "park", "x": 11, "y": 41}, {"type": "build", "what": "park", "x": 12, "y": 42}], "actions_dropped": 0, "results": ["OK tax rate set to 0%", "OK funding set: road 15%, fire 10%, police 40%", "OK park at (10,40): ok", "OK park at (11,41): ok", "OK park at (12,42): ok"], "state": {"population_now": 16020, "funds": 4966, "score": 406, "tax": 7}, "info": {"unpowered_zones": 0, "zones_r": 125, "zones_c": 63, "zones_i": 90, "free_sites": 10}, "wall_s": 915.4}
{"turn": 20, "date": "Oct 1976", "model": "typesafe/jev-router", "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: $4,936   tax rate 0%   funding: road 15%, fire 10%, police 40%\n  last January's budget: tax income $243, requested road $2,488, fire $700, police $1,600; cash flow $-4,545/yr\nPOPULATION: 14,940 now (official census 18,800, City); residents 259, commerce 19, industry 42 (engine units)\nZONES: residential 125, commercial 63, industrial 90; unpowered zones: 0\nDEMAND (-100..+100, positive = the city wants more of it): residential -100, commercial -98, industrial -100\nCITY SCORE (re-evaluated each January, like the official census): 406 / 1000 (change +23 at the last evaluation); approval 36%; top problems (share of citizens): pollution 11%, housing costs 10%, taxes 5%, crime 4%\nAVERAGES (0-255, lower is better except land value): crime 27, pollution 47, traffic 4, land value 62\nSERVICES: coal plants 2, nuclear 3, police 16, fire stations 7, stadiums 1, seaports 1, airports 1; road tiles 2334, rail tiles 602; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 27); population must be >= 25,000\n\nBUILDINGS (top-left; * = unpowered): coal power plant x2: (44,74) (113,32); nuclear power plant x3: (107,95) (111,95) (115,95); police station x16: (5,74) (10,35) (18,23) (18,52) (26,35) (35,23) (35,40) (43,35) (47,14) (52,48) (56,72) (77,26) (81,23) (92,42) (102,9) (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): (82,55) (65,6) (57,3) (60,3) (68,6) (51,78) (63,3) (46,79) (48,0) (52,0)\nLARGE OPEN AREAS (top-left, size): (94,63) 26x26 (68,67) 22x22 (105,0) 15x15 (54,75) 14x14 (0,11) 10x10 (67,0) 9x9\nHOT SPOTS (value@tile range): crime: 192@(24-25,78-79) 192@(24-25,74-75) 186@(60-61,26-27); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15); traffic: 172@(62-63,42-43) 168@(58-59,42-43) 140@(20-21,12-13)\n\nMAP (1 char = 2x2 tiles; the char at column c, row r covers x=2c..2c+1, y=2r..2r+1).\nLegend: . empty land  \" trees  ~ water  , rubble  * fire  w flood  ! radiation  # road  = rail  + power line  R/C/I zones (lowercase = unpowered)  E coal plant  N nuclear  P police  F fire station  S stadium  O seaport  A airport  H hospital/church  k park\n      0    10   20   30   40   50   60   70   80   90   100  110     <- x\ny=  0 .\"\"#\"\"\".\"\".\"\"\"#\"\"\"\"\".\"\"\"\"#\"\"...\"\"\"\"\"..\"\"\"\"\"\".\"\"\"#\".\"\"\"\"\"\"\"\"\"\ny=  2 .\"\"#RR\"\"\"\"\"\"\"\"#\"\"\"\"\".\"\"\"k#k\".\".\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"#\"\"\"\"\"\"\"..\"\"\ny=  4 .\"\"#RR\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"\"\"#\"\"k\"..\"\"\"\"\".\"\".\"\"\"\"\"CC#\"\"\"\"\"\"\"\"\"\".\ny=  6 .\"\"#RR++++++++#RRk\"k\"kk.k#k\"IIIIk\"\"\"..\"\"CC\"\"\"\"CC#CC.\"\"\"\"\"\"\".\ny=  8 \"\"\".RR#########RR#..\"#######IIII########CC#######CCPP\".\"\"\"..\ny= 10 \"\"\".....#RRRRRRCC#kk,IIII#IIIIIIIIAAAAIIRRRR#RRRRRRPP..\"\"\"\"\"\ny= 12 ..\".....#RRRRRRCC####IIII#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##PPRRRRRRPPRRIIII#IIIIIIIIIIIIIIPP###RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#PPRRRRRRPPRRIIII#IIIIIIIIIIIIIIPPkk#RRRRkkk=RRII\"\"\"\ny= 26 \"HHR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIPPRRRR#RRRRRRRRIIIIII\"\ny= 28 .HHR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIPPRRRR#RRRRRRRRIIIIII~\ny= 30 .####RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII###\"~\ny= 32 \"\"\"\"#RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII#EEE~\ny= 34 \"\"\"\"#PPRRRRRRPPCCCCCCPPCC#CCCCRRRRRRRRRRRRHH#RRRRRRRRRR#EEE~\ny= 36 \"\"\"\"#PPRRRRRRPPCCCCCCPPCC#CCCCRRRRRRRRRRRRHH#RRRRRRRRRR#\"~~~\ny= 38 \"\"\".####################################################~~~~\ny= 40 \"\"\".=k#RRRRRRRR=kPPCCRRCC#CCRRRRRRRRRRRRRRRR############~~~~\ny= 42 \"\"\"\"=.#RRRRRRRR##PPCCRRCC#CCRRRRRRRRRRRRRRRRIIPPIIIOOOI#~~~~\ny= 44 \"\"\"\"=.#RRRRRRRRCCCCCCCCCC#CCk#kkk=RRRRRRRR#kIIPPIIIOOOI~~~~~\ny= 46 \"\"\"\"###RRRRRRRRCCCCCCCCCC#CC######RRRRRRRR~~+~~~~~~~~~~~~~~~\ny= 48 .RRR#RRRRFFRRRRCCCCCCCCCC#PPCCRRFFRRRR#~#~~++~~~~~~~~~~~~~~~\ny= 50 #RRR#RRRRFFRRRRCCCCCCCCCC#PPCCRRFFRRRR~~#~~+\"\"~~~~~~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~~~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~###SSS~~~~~~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#~~~~~\"\"\"SSS~~~~~~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"\"\"\"~~~~~~~\"~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCCCCCCC#CCCC#~~~~~~~~\"\"\"~~~~~~~\"\"\"\".\"\"~~~~\ny= 62 \"\".\"IIII#IIIIIICCCCCCCCCC#CC~~~~~~~~~~~~~~~~~~~~\"\"\"\"\"...\"\"\"~\ny= 64 \"\"..IIII#IIIIIICCCCCC###=##~~~~~~~~~~~~~~~~~~~\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC+~~=#~~~~~~~~~~~~~~~~~\"\".\"\"\"\"\"\".\"\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC##+~~=##II~\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~+~~=#III\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~+~~=#IIPP\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..PPIIII#IIIIIICC~~~IIEE=CC\"PP\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"..\"\".\ny= 76 \"\"PP#############~~~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 0% | OK funding set: road 15%, fire 10%, police 40% | OK park at (10,40): ok | OK park at (11,41): ok | OK park at (12,42): ok\nYOUR NOTES FROM LAST TURN: In October 1976, raise tax before January collection; lower it again after collection. Check population, demand, crime, road condition, and cash before adding zones. Police funding is 40%; road funding is 15%.", "raw": "{\"thoughts\":\"Crime is already below the target, but population has fallen far below 25,000 and demand is negative across all zones. I\u2019ll restore a moderate tax rate for the January budget while keeping police coverage steady, then check whether population and demand improve before building more zones.\",\"notes\":\"Oct 1976: population 14,940; crime 27; all zone demand -100. Check January tax receipts, population, demand and road condition next turn. Avoid spending on new zones until demand recovers.\",\"actions\":[{\"type\":\"tax\",\"rate\":7},{\"type\":\"funding\",\"road\":15,\"fire\":10,\"police\":40}]}", "routed_model": "openai/gpt-6-sol", "usage": {"prompt_tokens": 3838, "completion_tokens": 1055, "total_tokens": 4893, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 3836, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.0221584, "upstream_inference_prompt_cost": 0.0105534, "upstream_inference_completions_cost": 0.011605}, "completion_tokens_details": {"reasoning_tokens": 914, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.0221584, "latency_s": 13.75, "thoughts": "Crime is already below the target, but population has fallen far below 25,000 and demand is negative across all zones. I\u2019ll restore a moderate tax rate for the January budget while keeping police coverage steady, then check whether population and demand improve before building more zones.", "notes": "Oct 1976: population 14,940; crime 27; all zone demand -100. Check January tax receipts, population, demand and road condition next turn. Avoid spending on new zones until demand recovers.", "actions": [{"type": "tax", "rate": 7}, {"type": "funding", "road": 15, "fire": 10, "police": 40}], "actions_dropped": 0, "results": ["OK tax rate set to 7%", "OK funding set: road 15%, fire 10%, police 40%"], "state": {"population_now": 14940, "funds": 4936, "score": 406, "tax": 0}, "info": {"unpowered_zones": 0, "zones_r": 125, "zones_c": 63, "zones_i": 90, "free_sites": 10}, "wall_s": 929.3}
{"turn": 21, "date": "Jan 1977", "model": "typesafe/jev-router", "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: $4,282   tax rate 7%   funding: road 15%, fire 10%, police 40%\n  last January's budget: tax income $431, requested road $2,502, fire $700, police $1,600; cash flow $-4,371/yr\nPOPULATION: 13,600 now (official census 13,920, City); residents 264, commerce 14, industry 38 (engine units)\nZONES: residential 125, commercial 63, industrial 90; unpowered zones: 0\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): 391 / 1000 (change -15 at the last evaluation); approval 36%; top problems (share of citizens): taxes 12%, housing costs 8%, crime 5%, pollution 3%\nAVERAGES (0-255, lower is better except land value): crime 26, pollution 48, traffic 2, land value 62\nSERVICES: coal plants 2, nuclear 3, police 16, fire stations 7, stadiums 1, seaports 1, airports 1; road tiles 2351, rail tiles 602; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 26); population must be >= 25,000\n\nBUILDINGS (top-left; * = unpowered): coal power plant x2: (44,74) (113,32); nuclear power plant x3: (107,95) (111,95) (115,95); police station x16: (5,74) (10,35) (18,23) (18,52) (26,35) (35,23) (35,40) (43,35) (47,14) (52,48) (56,72) (77,26) (81,23) (92,42) (102,9) (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): (82,55) (65,6) (57,3) (60,3) (68,6) (51,78) (63,3) (46,79) (48,0) (52,0)\nLARGE OPEN AREAS (top-left, size): (94,63) 26x26 (68,67) 22x22 (105,0) 15x15 (54,75) 14x14 (0,11) 10x10 (67,0) 9x9\nHOT SPOTS (value@tile range): crime: 192@(24-25,78-79) 192@(24-25,74-75) 186@(60-61,26-27); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15); traffic: 122@(58-59,42-43) 84@(62-63,42-43) 82@(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 .\"\"#\"\"\".\"\".\"\"\"#\"\"\"\"\".\"\"\"\"#\"\"...\"\"\"\"\"..\"\"\"\"\"\".\"\"\"#\".\"\"\"\"\"\"\"\"\"\ny=  2 .\"\"#RR\"\"\"\"\"\"\"\"#\"\"\"\"\".\"\"\"k#k\".\".\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"#\"\"\"\"\"\"\"..\"\"\ny=  4 .\"\"#RR\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"\"\"#\"\"k\"..\"\"\"\"\".\"\".\"\"\"\"\"CC#\"\"\"\"\"\"\"\"\"\".\ny=  6 .\"\"#RR++++++++#RRk\"k\"kk.k#k\"IIIIk\"\"\"..\"\"CC\"\"\"\"CC#CC.\"\"\"\"\"\"\".\ny=  8 \"\"\".RR#########RR#..\"#######IIII########CC#######CCPP\".\"\"\"..\ny= 10 \"\"\".....#RRRRRRCC#kk,IIII#IIIIIIIIAAAAIIRRRR#RRRRRRPP..\"\"\"\"\"\ny= 12 ..\".....#RRRRRRCC####IIII#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##PPRRRRRRPPRRIIII#IIIIIIIIIIIIIIPP###RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#PPRRRRRRPPRRIIII#IIIIIIIIIIIIIIPPkk#RRRRkkk=RRII\"\"\"\ny= 26 \"HHR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIPPRRRR#RRRRRRRRIIIIII\"\ny= 28 .HHR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIPPRRRR#RRRRRRRRIIIIII~\ny= 30 .####RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII###\"~\ny= 32 \"\"\"\"#RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII#EEE~\ny= 34 \"\"\"\"#PPRRRRRRPPCCCCCCPPCC#CCCCRRRRRRRRRRRRHH#RRRRRRRRRR#EEE~\ny= 36 \"\"\"\"#PPRRRRRRPPCCCCCCPPCC#CCCCRRRRRRRRRRRRHH#RRRRRRRRRR#\"~~~\ny= 38 \"\"\".####################################################~~~~\ny= 40 \"\"\".=k#RRRRRRRR=kPPCCRRCC#CCRRRRRRRRRRRRRRRR############~~~~\ny= 42 \"\"\"\"=.#RRRRRRRR##PPCCRRCC#CCRRRRRRRRRRRRRRRRIIPPIIIOOOI#~~~~\ny= 44 \"\"\"\"=.#RRRRRRRRCCCCCCCCCC#CCk#kkk=RRRRRRRR#kIIPPIIIOOOI~~~~~\ny= 46 \"\"\"\"###RRRRRRRRCCCCCCCCCC#CC######RRRRRRRR~~+~~~~~~~~~~~~~~~\ny= 48 .RRR#RRRRFFRRRRCCCCCCCCCC#PPCCRRFFRRRR#~#~~++~~~~~~~~~~~~~~~\ny= 50 #RRR#RRRRFFRRRRCCCCCCCCCC#PPCCRRFFRRRR~~#~~+\"\"~~~~~~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~~~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~###SSS~~~~~~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#~~~~~\"\"\"SSS~~~~~~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"\"\"\"~~~~~~~\"~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCCCCCCC#CCCC#~~~~~~~~\"\"\"~~~~~~~\"\"\"\".\"\"~~~~\ny= 62 \"\".\"IIII#IIIIIICCCCCCCCCC#CC~~~~~~~~~~~~~~~~~~~~\"\"\"\"\"...\"\"\"~\ny= 64 \"\"..IIII#IIIIIICCCCCC###=##~~~~~~~~~~~~~~~~~~~\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC+~~=#~~~~~~~~~~~~~~~~~\"\".\"\"\"\"\"\".\"\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC##+~~=##II~\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~+~~=#III\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~+~~=#IIPP\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..PPIIII#IIIIIICC~~~IIEE=CC\"PP\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"..\"\".\ny= 76 \"\"PP#############~~~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 15%, fire 10%, police 40%\nYOUR NOTES FROM LAST TURN: Oct 1976: population 14,940; crime 27; all zone demand -100. Check January tax receipts, population, demand and road condition next turn. Avoid spending on new zones until demand recovers.", "raw": "{\"thoughts\":\"Crime is already below the target, but population has fallen to 13,600 and every zone type has minimum demand. I\u2019ll cut taxes to encourage recovery without spending scarce funds on zones that cannot grow, then check demand next turn.\",\"notes\":\"Jan 1977: $4,282; population 13,600, crime 26, all demand -100. Tax cut to 0% as a short trial; check population and demand next turn. Restore revenue if there is no response, and preserve police funding to keep crime under 60.\",\"actions\":[{\"type\":\"tax\",\"rate\":0}]}", "routed_model": "openai/gpt-6-sol", "usage": {"prompt_tokens": 3806, "completion_tokens": 1063, "total_tokens": 4869, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 3804, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.0221584, "upstream_inference_prompt_cost": 0.0104654, "upstream_inference_completions_cost": 0.011693}, "completion_tokens_details": {"reasoning_tokens": 930, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.0221584, "latency_s": 12.46, "thoughts": "Crime is already below the target, but population has fallen to 13,600 and every zone type has minimum demand. I\u2019ll cut taxes to encourage recovery without spending scarce funds on zones that cannot grow, then check demand next turn.", "notes": "Jan 1977: $4,282; population 13,600, crime 26, all demand -100. Tax cut to 0% as a short trial; check population and demand next turn. Restore revenue if there is no response, and preserve police funding to keep crime under 60.", "actions": [{"type": "tax", "rate": 0}], "actions_dropped": 0, "results": ["OK tax rate set to 0%"], "state": {"population_now": 13600, "funds": 4282, "score": 391, "tax": 7}, "info": {"unpowered_zones": 0, "zones_r": 125, "zones_c": 63, "zones_i": 90, "free_sites": 10}, "wall_s": 941.9}
{"turn": 22, "date": "Apr 1977", "model": "typesafe/jev-router", "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: $4,282   tax rate 0%   funding: road 15%, fire 10%, police 40%\n  last January's budget: tax income $431, requested road $2,502, fire $700, police $1,600; cash flow $-4,371/yr\nPOPULATION: 12,480 now (official census 13,920, City); residents 240, commerce 13, industry 35 (engine units)\nZONES: residential 125, commercial 63, industrial 90; unpowered zones: 0\nDEMAND (-100..+100, positive = the city wants more of it): residential -85, commercial -4, industrial -79\nCITY SCORE (re-evaluated each January, like the official census): 391 / 1000 (change -15 at the last evaluation); approval 36%; top problems (share of citizens): taxes 12%, housing costs 8%, crime 5%, pollution 3%\nAVERAGES (0-255, lower is better except land value): crime 25, pollution 48, traffic 2, land value 62\nSERVICES: coal plants 2, nuclear 3, police 16, fire stations 7, stadiums 1, seaports 1, airports 1; road tiles 2361, rail tiles 602; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 25); population must be >= 25,000\n\nBUILDINGS (top-left; * = unpowered): coal power plant x2: (44,74) (113,32); nuclear power plant x3: (107,95) (111,95) (115,95); police station x16: (5,74) (10,35) (18,23) (18,52) (26,35) (35,23) (35,40) (43,35) (47,14) (52,48) (56,72) (77,26) (81,23) (92,42) (102,9) (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): (82,55) (65,6) (57,3) (60,3) (68,6) (51,78) (63,3) (46,79) (48,0) (52,0)\nLARGE OPEN AREAS (top-left, size): (94,63) 26x26 (68,67) 22x22 (105,0) 15x15 (54,75) 14x14 (0,11) 10x10 (67,0) 9x9\nHOT SPOTS (value@tile range): crime: 192@(24-25,78-79) 192@(24-25,74-75) 186@(60-61,26-27); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15); traffic: 86@(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\"\"\"\"\"\"\"\"#\"\"\"\"\".\"\"\"k#k\".\".\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"#\"\"\"\"\"\"\"..\"\"\ny=  4 .\"\"#RR\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"\"\"#\"\"k\"..\"\"\"\"\".\"\".\"\"\"\"\"CC#\"\"\"\"\"\"\"\"\"\".\ny=  6 .\"\"#RR++++++++#RRk\"k\"kk.k#k\"IIIIk\"\"\"..\"\"CC\"\"\"\"CC#CC.\"\"\"\"\"\"\".\ny=  8 \"\"\".RR#########RR#..\"#######IIII########CC#######CCPP\".\"\"\"..\ny= 10 \"\"\".....#RRRRRRCC#kk,IIII#IIIIIIIIAAAAIIRRRR#RRRRRRPP..\"\"\"\"\"\ny= 12 ..\".....#RRRRRRCC####IIII#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##PPRRRRRRPPRRIIII#IIIIIIIIIIIIIIPP###RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#PPRRRRRRPPRRIIII#IIIIIIIIIIIIIIPPkk#RRRRkkk=RRII\"\"\"\ny= 26 \"HHR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIPPRRRR#RRRRRRRRIIIIII\"\ny= 28 .HHR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIPPRRRR#RRRRRRRRIIIIII~\ny= 30 .####RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII###\"~\ny= 32 \"\"\"\"#RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII#EEE~\ny= 34 \"\"\"\"#PPRRRRRRPPCCCCCCPPCC#CCCCRRRRRRRRRRRRHH#RRRRRRRRRR#EEE~\ny= 36 \"\"\"\"#PPRRRRRRPPCCCCCCPPCC#CCCCRRRRRRRRRRRRHH#RRRRRRRRRR#\"~~~\ny= 38 \"\"\".####################################################~~~~\ny= 40 \"\"\".=k#RRRRRRRR=kPPCCRRCC#CCRRRRRRRRRRRRRRRR############~~~~\ny= 42 \"\"\"\"=.#RRRRRRRR##PPCCRRCC#CCRRRRRRRRRRRRRRRRIIPPIIIOOOI#~~~~\ny= 44 \"\"\"\"=.#RRRRRRRRCCCCCCCCCC#CCk#kkk=RRRRRRRR#kIIPPIIIOOOI~~~~~\ny= 46 \"\"\"\"###RRRRRRRRCCCCCCCCCC#CC######RRRRRRRR~~+~~~~~~~~~~~~~~~\ny= 48 .RRR#RRRRFFRRRRCCCCCCCCCC#PPCCRRFFRRRR#~#~~++~~~~~~~~~~~~~~~\ny= 50 #RRR#RRRRFFRRRRCCCCCCCCCC#PPCCRRFFRRRR~~#~~+\"\"~~~~~~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~~~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~###SSS~~~~~~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#~~~~~\"\"\"SSS~~~~~~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"\"\"\"~~~~~~~\"~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCCCCCCC#CCCC#~~~~~~~~\"\"\"~~~~~~~\"\"\"\".\"\"~~~~\ny= 62 \"\".\"IIII#IIIIIICCCCCCCCCC#CC~~~~~~~~~~~~~~~~~~~~\"\"\"\"\"...\"\"\"~\ny= 64 \"\"..IIII#IIIIIICCCCCC###=#~~~~~~~~~~~~~~~~~~~~\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC+~~=#~~~~~~~~~~~~~~~~~\"\".\"\"\"\"\"\".\"\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC##+~~=#~II~\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~+~~=#III\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~+~~=#IIPP\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..PPIIII#IIIIIICC~~~IIEE=CC\"PP\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"..\"\".\ny= 76 \"\"PP#############~~~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 0%\nYOUR NOTES FROM LAST TURN: Jan 1977: $4,282; population 13,600, crime 26, all demand -100. Tax cut to 0% as a short trial; check population and demand next turn. Restore revenue if there is no response, and preserve police funding to keep crime under 60.", "raw": "{\"thoughts\":\"Crime is safely below 60, but population is falling and demand remains negative. I\u2019ll give the new 0% tax rate another quarter to take effect before spending scarce cash or changing funding.\",\"notes\":\"Apr 1977: $4,282, population 12,480, crime 25; residential demand -85 and industrial -79. Check population and demand next turn. If there is no recovery, restore some tax revenue before the treasury runs out; preserve police funding.\",\"actions\":[]}", "routed_model": "openai/gpt-6-sol", "usage": {"prompt_tokens": 3783, "completion_tokens": 725, "total_tokens": 4508, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 3781, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.01837715, "upstream_inference_prompt_cost": 0.01040215, "upstream_inference_completions_cost": 0.007975}, "completion_tokens_details": {"reasoning_tokens": 615, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.01837715, "latency_s": 8.73, "thoughts": "Crime is safely below 60, but population is falling and demand remains negative. I\u2019ll give the new 0% tax rate another quarter to take effect before spending scarce cash or changing funding.", "notes": "Apr 1977: $4,282, population 12,480, crime 25; residential demand -85 and industrial -79. Check population and demand next turn. If there is no recovery, restore some tax revenue before the treasury runs out; preserve police funding.", "actions": [], "actions_dropped": 0, "results": [], "state": {"population_now": 12480, "funds": 4282, "score": 391, "tax": 0}, "info": {"unpowered_zones": 0, "zones_r": 125, "zones_c": 63, "zones_i": 90, "free_sites": 10}, "wall_s": 950.8}
{"turn": 23, "date": "Jul 1977", "model": "typesafe/jev-router", "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: $4,282   tax rate 0%   funding: road 15%, fire 10%, police 40%\n  last January's budget: tax income $431, requested road $2,502, fire $700, police $1,600; cash flow $-4,371/yr\nPOPULATION: 12,900 now (official census 13,920, City); residents 229, commerce 19, industry 33 (engine units)\nZONES: residential 127, commercial 63, industrial 90; unpowered zones: 0\nDEMAND (-100..+100, positive = the city wants more of it): residential -71, commercial +50, industrial -62\nCITY SCORE (re-evaluated each January, like the official census): 391 / 1000 (change -15 at the last evaluation); approval 36%; top problems (share of citizens): taxes 12%, housing costs 8%, crime 5%, pollution 3%\nAVERAGES (0-255, lower is better except land value): crime 25, pollution 46, traffic 2, land value 64\nSERVICES: coal plants 2, nuclear 3, police 16, fire stations 7, stadiums 1, seaports 1, airports 1; road tiles 2351, rail tiles 602; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 25); population must be >= 25,000\n\nBUILDINGS (top-left; * = unpowered): coal power plant x2: (44,74) (113,32); nuclear power plant x3: (107,95) (111,95) (115,95); police station x16: (5,74) (10,35) (18,23) (18,52) (26,35) (35,23) (35,40) (43,35) (47,14) (52,48) (56,72) (77,26) (81,23) (92,42) (102,9) (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): (82,55) (65,6) (57,3) (60,3) (68,6) (51,78) (63,3) (48,0) (52,0) (46,79)\nLARGE OPEN AREAS (top-left, size): (94,63) 26x26 (68,67) 22x22 (105,0) 15x15 (54,75) 14x14 (0,11) 10x10 (67,0) 9x9\nHOT SPOTS (value@tile range): crime: 192@(24-25,78-79) 192@(24-25,74-75) 186@(60-61,26-27); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15); traffic: 130@(60-61,38-39) 108@(58-59,42-43) 76@(54-55,26-27)\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\"\"\"\"\"\"\"\"#\"\"\"\"\".\"\"\"k#k\".\".\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"#\"\"\"\"\"\"\"..\"\"\ny=  4 .\"\"#RR\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"\"\"#\"\"k\"..\"\"\"\"\".\"\".\"\"\"\"\"CC#\"\"\"\"\"\"\"\"\"\".\ny=  6 .\"\"#RR++++++++#RRk\"k\"kk.k#k\"IIIIk\"\"\"..\"\"CC\"\"\"\"CC#CC.\"\"\"\"\"\"\".\ny=  8 \"\"\".RR#########RR#..\"#######IIII########CC#######CCPP\".\"\"\"..\ny= 10 \"\"\".....#RRRRRRCC#kk,IIII#IIIIIIIIAAAAIIRRRR#RRRRRRPP..\"\"\"\"\"\ny= 12 ..\".....#RRRRRRCC####IIII#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##PPRRRRRRPPRRIIII#IIIIIIIIIIIIIIPP###RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#PPRRRRRRPPRRIIII#IIIIIIIIIIIIIIPPkk#RRRRkkk=RRII\"\"\"\ny= 26 \"RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIPPRRRR#RRRRRRRRIIIIII\"\ny= 28 .RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIPPRRRR#RRRRRRRRIIIIII~\ny= 30 .####RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII###\"~\ny= 32 \"\"\"\"#RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII#EEE~\ny= 34 \"\"\"\"#PPRRRRRRPPCCCCCCPPCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#EEE~\ny= 36 \"\"\"\"#PPRRRRRRPPCCCCCCPPCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#\"~~~\ny= 38 \"\"\".####################################################~~~~\ny= 40 \"\"\".=k#RRRRRRRR=kPPCCRRCC#CCRRRRRRRRRRRRRRRR############~~~~\ny= 42 \"\"\"\"=.#RRRRRRRR##PPCCRRCC#CCRRRRRRRRRRRRRRRRIIPPIIIOOOI#~~~~\ny= 44 \"\"\"\"=.#RRRRRRRRCCCCCCCCCC#CCk#kkk=RRRRRRRR#kIIPPIIIOOOI~~~~~\ny= 46 \"\"\"\"###RRRRRRRRCCCCCCCCCC#CC######RRRRRRRR~~+~~~~~~~~~~~~~~~\ny= 48 .RRR#RRRRFFRRRRCCCCCCCCCC#PPCCRRFFRRRR#~#~~++~~~~~~~~~~~~~~~\ny= 50 #RRR#RRRRFFRRRRCCCCCCCCCC#PPCCRRFFRRRR~~#~~+\"\"~~~~~~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~~~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~###SSS~~~~~~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#~~~~~\"\"\"SSS~~~~~~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"\"\"\"~~~~~~~\"~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCCCCCCC#CCCC#~~~~~~~~\"\"\"~~~~~~~\"\"\"\".\"\"~~~~\ny= 62 \"\".\"IIII#IIIIIICCCCCCCCCC#CC~~~~~~~~~~~~~~~~~~~~\"\"\"\"\"...\"\"\"~\ny= 64 \"\"..IIII#IIIIIICCCCCC###=##~~~~~~~~~~~~~~~~~~~\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC+~~=#~~~~~~~~~~~~~~~~~\"\".\"\"\"\"\"\".\"\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC##+~~=##II~\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~+~~=#III\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~+~~=#IIPP\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..PPIIII#IIIIIICC~~~IIEE=CC\"PP\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"..\"\".\ny= 76 \"\"PP#############~~~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: Apr 1977: $4,282, population 12,480, crime 25; residential demand -85 and industrial -79. Check population and demand next turn. If there is no recovery, restore some tax revenue before the treasury runs out; preserve police funding.", "raw": "{\"thoughts\":\"Crime is already below the goal, but population is only about half the required 25,000. Commercial demand is positive, so I\u2019ll add a small group of shops and offices while keeping taxes low and preserving cash for police funding.\",\"notes\":\"Jul 1977: population 12,900, crime 25, funds $4,282. Check whether the new commercial zones receive power and develop, and whether population growth accelerates; avoid major spending while residential demand is negative.\",\"actions\":[{\"type\":\"zone\",\"zone\":\"commercial\",\"x\":57,\"y\":3,\"count\":3,\"dir\":\"east\"},{\"type\":\"zoom\",\"x\":48,\"y\":0}]}", "routed_model": "openai/gpt-6-sol", "usage": {"prompt_tokens": 3794, "completion_tokens": 1675, "total_tokens": 5469, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 3792, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.0288574, "upstream_inference_prompt_cost": 0.0104324, "upstream_inference_completions_cost": 0.018425}, "completion_tokens_details": {"reasoning_tokens": 1528, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.0288574, "latency_s": 19.09, "thoughts": "Crime is already below the goal, but population is only about half the required 25,000. Commercial demand is positive, so I\u2019ll add a small group of shops and offices while keeping taxes low and preserving cash for police funding.", "notes": "Jul 1977: population 12,900, crime 25, funds $4,282. Check whether the new commercial zones receive power and develop, and whether population growth accelerates; avoid major spending while residential demand is negative.", "actions": [{"type": "zone", "zone": "commercial", "x": 57, "y": 3, "count": 3, "dir": "east"}, {"type": "zoom", "x": 48, "y": 0}], "actions_dropped": 0, "results": ["OK commercial x3: 3 placed; (57,3) ok, (60,3) ok, (63,3) ok", "OK zoom view at (48,0) next turn"], "state": {"population_now": 12900, "funds": 4282, "score": 391, "tax": 0}, "info": {"unpowered_zones": 0, "zones_r": 127, "zones_c": 63, "zones_i": 90, "free_sites": 10}, "wall_s": 970.1}
{"turn": 24, "date": "Oct 1977", "model": "typesafe/jev-router", "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: $3,971   tax rate 0%   funding: road 15%, fire 10%, police 40%\n  last January's budget: tax income $431, requested road $2,502, fire $700, police $1,600; cash flow $-4,371/yr\nPOPULATION: 13,020 now (official census 13,920, City); residents 211, commerce 27, industry 28 (engine units)\nZONES: residential 127, commercial 66, industrial 90; unpowered zones: 3\nDEMAND (-100..+100, positive = the city wants more of it): residential -76, commercial +10, industrial -68\nCITY SCORE (re-evaluated each January, like the official census): 391 / 1000 (change -15 at the last evaluation); approval 36%; top problems (share of citizens): taxes 12%, housing costs 8%, crime 5%, pollution 3%\nAVERAGES (0-255, lower is better except land value): crime 24, pollution 45, traffic 2, land value 63\nSERVICES: coal plants 2, nuclear 3, police 16, fire stations 7, stadiums 1, seaports 1, airports 1; road tiles 2371, rail tiles 602; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 24); population must be >= 25,000\n\nBUILDINGS (top-left; * = unpowered): coal power plant x2: (44,74) (113,32); nuclear power plant x3: (107,95) (111,95) (115,95); police station x16: (5,74) (10,35) (18,23) (18,52) (26,35) (35,23) (35,40) (43,35) (47,14) (52,48) (56,72) (77,26) (81,23) (92,42) (102,9) (102,31); fire station x7: (9,86) (18,14) (18,48) (43,19) (47,31) (64,48) (98,31); stadium x1: (87,53); seaport x1: (103,42); airport x1: (69,11)\nUNPOWERED ZONES (top-left): (57,3) (60,3) (63,3)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (82,55) (65,6) (68,6) (51,78) (48,0) (52,0) (71,6) (10,43) (46,79) (14,19)\nLARGE OPEN AREAS (top-left, size): (94,63) 26x26 (69,67) 22x22 (105,0) 15x15 (54,75) 14x14 (0,12) 10x10 (84,0) 9x9\nHOT SPOTS (value@tile range): crime: 192@(24-25,78-79) 192@(24-25,74-75) 174@(24-25,76-77); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15); traffic: 192@(16-17,22-23) 126@(24-25,72-73) 116@(12-13,22-23)\n\nMAP (1 char = 2x2 tiles; the char at column c, row r covers x=2c..2c+1, y=2r..2r+1).\nLegend: . empty land  \" trees  ~ water  , rubble  * fire  w flood  ! radiation  # road  = rail  + power line  R/C/I zones (lowercase = unpowered)  E coal plant  N nuclear  P police  F fire station  S stadium  O seaport  A airport  H hospital/church  k park\n      0    10   20   30   40   50   60   70   80   90   100  110     <- x\ny=  0 .\"\"#\"\"\".\"\".\"\"\"#\"\"\"\"\".\"\"\"\"#\"\"...\"\"\"\"\"..\"\"\"\"\"\".\"\"\"#\".\"\"\"\"\"\"\"\"\"\ny=  2 .\"\"#RR\"\"\"\"\"\"\"\"#\"\"\"\"\".\"\"\"k#k\"ccccc\"\"\"..\"\"\"\"\"\"\"\"\"\"#\"\"\"\"\"\"\"..\"\"\ny=  4 .\"\"#RR\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"\"\"#\"\"ccccc\"\"\"\".\"\".\"\"\"\"\"CC#\"\"\"\"\"\"\"\"\"\".\ny=  6 .\"\"#RR++++++++#RRk\"k\"kk.k#k\"IIIIk\"\"\"..\"\"CC\"\"\"\"CC#CC.\"\"\"\"\"\"\".\ny=  8 \"\"\".RR#########RR#..\"#######IIII########CC#######CCPP\".\"\"\"..\ny= 10 \"\"\".....#RRRRRRCC#kk,IIII#IIIIIIIIAAAAIIRRRR#RRRRRRPP..\"\"\"\"\"\ny= 12 ..\".....#RRRRRRCC####IIII#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##PPRRRRRRPPRRIIII#IIIIIIIIIIIIIIPP###RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#PPRRRRRRPPRRIIII#IIIIIIIIIIIIIIPPkk#RRRRkkk=RRII\"\"\"\ny= 26 \"RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIPPRRRR#RRRRRRRRIIIIII\"\ny= 28 .RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIPPRRRR#RRRRRRRRIIIIII~\ny= 30 .####RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII###\"~\ny= 32 \"\"\"\"#RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII#EEE~\ny= 34 \"\"\"\"#PPRRRRRRPPCCCCCCPPCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#EEE~\ny= 36 \"\"\"\"#PPRRRRRRPPCCCCCCPPCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#\"~~~\ny= 38 \"\"\".####################################################~~~~\ny= 40 \"\"\".=k#RRRRRRRR=kPPCCRRCC#CCRRRRRRRRRRRRRRRR############~~~~\ny= 42 \"\"\"\"=.#RRRRRRRR##PPCCRRCC#CCRRRRRRRRRRRRRRRRIIPPIIIOOOI#~~~~\ny= 44 \"\"\"\"=.#RRRRRRRRCCCCCCCCCC#CCk#kkk=RRRRRRRR#kIIPPIIIOOOI~~~~~\ny= 46 \"\"\"\"###RRRRRRRRCCCCCCCCCC#CC######RRRRRRRR~~+~~~~~~~~~~~~~~~\ny= 48 .RRR#RRRRFFRRRRCCCCCCCCCC#PPCCRRFFRRRR#~#~~++~~~~~~~~~~~~~~~\ny= 50 #RRR#RRRRFFRRRRCCCCCCCCCC#PPCCRRFFRRRR~~#~~+\"\"~~~~~~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~~~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~###SSS~~~~~~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#~~~~~\"\"\"SSS~~~~~~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"\"\"\"~~~~~~~\"~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCCCCCCC#CCCC#~~~~~~~~\"\"\"~~~~~~~\"\"\"\".\"\"~~~~\ny= 62 \"\".\"IIII#IIIIIICCCCCCCCCC#CC~~~~~~~~~~~~~~~~~~~~\"\"\"\"\"...\"\"\"~\ny= 64 \"\"..IIII#IIIIIICCCCCC###=#~~~~~~~~~~~~~~~~~~~~\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC+~~=#~~~~~~~~~~~~~~~~~\"\".\"\"\"\"\"\".\"\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC##+~~=#~II~\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~+~~=#III\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~+~~=#IIPP\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..PPIIII#IIIIIICC~~~IIEE=CC\"PP\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"..\"\".\ny= 76 \"\"PP#############~~~IIEE=CC\"\"\"\".\"\"\".\"......\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"\"\"IIII#IIIIII~~~~II#####\"\"\"\"\".\"\"\".\"\"\"..\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 80 \"\"\".IIII#IIIIII~~~~II#\"\"=#\"\".\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 82 \"\"\"\"IIII#IIII~~~~~\"##II+=CC..\"\"..\"\".\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"..\"\"\"\ny= 84 .\"\"\"IIII#IIII~~~~\"\"#III##CC\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\".\"\"\ny= 86 ~\"\".FFII#===~~~~\"\"##IICC=\"\"\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\".\"\"\ny= 88 ~\"\"\"FFII=~==~~~.\"\"#\"\"#CC====================================\ny= 90 ~~\"\"II#~===~~~~.\"\"#\"\"#.\"\"\"\".\"\"\"\"\".=.\"\"\"\".\"\"\".\"\"\".\"\"\"\".\",,,,,\ny= 92 \"~~~II#~===~~~~\"\"\"#.\"#\"\"\"\"\"\"\"\"\"\"\".=\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\",,,,,\ny= 94 \".~~II#~===~~~\"\"\"\"#\"\"#\"\"\"\"\"\"\".\"\"\"\"=\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"NNNNNNN\ny= 96 \".\"\"II#~==~~~~\"\"\"\"#.\"#\"...\"\"\".\"\"\"\"=\"\"\".\"\"\"\".\"\".\"\"\"\"\"\"NNNNNNN\ny= 98 \"\"\"\"###+=+++++++++#++#++++++++++++=++++++++++++++++++NNNNNNN\n\nZOOM (full resolution, 1 char = 1 tile, top-left (48,0)):\n         5         6         7         8       \n       8901234567890123456789012345678901234567\ny=  0  ...#.\"\"\"......\"\"\".............\"\"\"\"\"\"....\ny=  1  \"..#.\"\"\"......\"\"\"..\"\"\"\"......\"\"\"\"\"\"\".\"\".\ny=  2  \"\".#\"\"........\"\"\"..\"\"\"\"......\"\"\"\"\"\"..\"\".\ny=  3  k\"\"#k\"\"..CCCCCCCCC.\"\".......\"\"\"\"\"....\"\".\ny=  4  \"\"\"#\"\"\".kCCCCCCCCC\"..\"\"\"\"\"..\"\"\"\"...\"\"\".\"\ny=  5  \"\"\"#....\"CCCCCCCCC\"..\"\"\"\"\"..\"\"\"\"..\"\"\"\".\"\ny=  6  k\"\"#kk.\"\"\"\"#####k\"....\"\"....\"\"\"...\"\"\"\".\"\ny=  7  \"\"\"#....III#III#..\"\"\"\"\"\"....\"\"\"..CCC\"\".\"\ny=  8  ...#....III#III#..\"\"\"\"\".....\"\"\"..CCC...\"\ny=  9  ########III#III##################CCC####\ny= 10  II=#III#III#III#III=#kkkkkk=#III#RRR#RRR\ny= 11  II=#III#III#III#III=#AAAAAA=#III#RRR#RRR\ny= 12  II=#III#III#III#III=#AAAAAA=#III#RRR#RRR\ny= 13  #####################AAAAAA=############\ny= 14  PP=#III#III#III#III=#AAAAAA=#III#RRR#RRR\ny= 15  PP=#III#III#III#III=#AAAAAA=#III#RRR#RRR\ny= 16  PP=#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#PPPkkkk\ny= 24  II=#III#III#III#III=#III#III#III#PPPkkkk\n\nEVENTS SINCE LAST TURN: none\nRESULTS OF YOUR LAST ACTIONS: OK commercial x3: 3 placed; (57,3) ok, (60,3) ok, (63,3) ok | OK zoom view at (48,0) next turn\nYOUR NOTES FROM LAST TURN: Jul 1977: population 12,900, crime 25, funds $4,282. Check whether the new commercial zones receive power and develop, and whether population growth accelerates; avoid major spending while residential demand is negative.", "raw": "{\"thoughts\":\"Crime is already below the target, but population is far short of 25,000. The three new commercial zones are unpowered; I\u2019ll connect them to the powered industrial block and check whether they develop before spending more.\",\"notes\":\"Oct 1977: population 13,020, crime 24, funds $3,971. Check power and development at commercial zones (57,3), (60,3), (63,3), plus population and demand next turn. Preserve cash for annual service costs.\",\"actions\":[{\"type\":\"power_line\",\"x1\":57,\"y1\":6,\"x2\":57,\"y2\":6}]}", "routed_model": "openai/gpt-6-sol", "usage": {"prompt_tokens": 4430, "completion_tokens": 1651, "total_tokens": 6081, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 4428, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.0303424, "upstream_inference_prompt_cost": 0.0121814, "upstream_inference_completions_cost": 0.018161}, "completion_tokens_details": {"reasoning_tokens": 1508, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.0303424, "latency_s": 21.6, "thoughts": "Crime is already below the target, but population is far short of 25,000. The three new commercial zones are unpowered; I\u2019ll connect them to the powered industrial block and check whether they develop before spending more.", "notes": "Oct 1977: population 13,020, crime 24, funds $3,971. Check power and development at commercial zones (57,3), (60,3), (63,3), plus population and demand next turn. Preserve cash for annual service costs.", "actions": [{"type": "power_line", "x1": 57, "y1": 6, "x2": 57, "y2": 6}], "actions_dropped": 0, "results": ["OK power_line (57,6)->(57,6): 1/1 tiles ok, $6"], "state": {"population_now": 13020, "funds": 3971, "score": 391, "tax": 0}, "info": {"unpowered_zones": 3, "zones_r": 127, "zones_c": 66, "zones_i": 90, "free_sites": 10}, "wall_s": 991.9}
{"turn": 25, "date": "Jan 1978", "model": "typesafe/jev-router", "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: $2,883   tax rate 0%   funding: road 15%, fire 10%, police 40%\n  last January's budget: tax income $0, requested road $2,482, fire $700, police $1,600; cash flow $-4,782/yr\nPOPULATION: 13,040 now (official census 13,020, City); residents 204, commerce 31, industry 25 (engine units)\nZONES: residential 127, commercial 66, industrial 90; unpowered zones: 0\nDEMAND (-100..+100, positive = the city wants more of it): residential -92, commercial -65, industrial -89\nCITY SCORE (re-evaluated each January, like the official census): 515 / 1000 (change +124 at the last evaluation); approval 52%; top problems (share of citizens): pollution 8%, housing costs 7%, crime 6%\nAVERAGES (0-255, lower is better except land value): crime 24, pollution 45, traffic 2, land value 63\nSERVICES: coal plants 2, nuclear 3, police 16, fire stations 7, stadiums 1, seaports 1, airports 1; road tiles 2361, rail tiles 602; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 24); population must be >= 25,000\n\nBUILDINGS (top-left; * = unpowered): coal power plant x2: (44,74) (113,32); nuclear power plant x3: (107,95) (111,95) (115,95); police station x16: (5,74) (10,35) (18,23) (18,52) (26,35) (35,23) (35,40) (43,35) (47,14) (52,48) (56,72) (77,26) (81,23) (92,42) (102,9) (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): (82,55) (65,6) (68,6) (51,78) (48,0) (52,0) (71,6) (10,43) (46,79) (14,19)\nLARGE OPEN AREAS (top-left, size): (94,63) 26x26 (69,67) 22x22 (105,0) 15x15 (54,75) 14x14 (0,12) 10x10 (84,0) 9x9\nHOT SPOTS (value@tile range): crime: 186@(24-25,74-75) 168@(24-25,78-79) 162@(24-25,76-77); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15); traffic: 194@(58-59,42-43) 158@(12-13,22-23) 104@(12-13,26-27)\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\"\"\"\"\"\"\"\"#\"\"\"\"\".\"\"\"k#k\"CCCCC\"\"\"..\"\"\"\"\"\"\"\"\"\"#\"\"\"\"\"\"\"..\"\"\ny=  4 .\"\"#RR\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"\"\"#\"\"CCCCC\"\"\"\".\"\".\"\"\"\"\"CC#\"\"\"\"\"\"\"\"\"\".\ny=  6 .\"\"#RR++++++++#RRk\"k\"kk.k#k\"IIIIk\"\"\"..\"\"CC\"\"\"\"CC#CC.\"\"\"\"\"\"\".\ny=  8 \"\"\".RR#########RR#..\"#######IIII########CC#######CCPP\".\"\"\"..\ny= 10 \"\"\".....#RRRRRRCC#kk,IIII#IIIIIIIIAAAAIIRRRR#RRRRRRPP..\"\"\"\"\"\ny= 12 ..\".....#RRRRRRCC####IIII#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##PPRRRRRRPPRRIIII#IIIIIIIIIIIIIIPP###RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#PPRRRRRRPPRRIIII#IIIIIIIIIIIIIIPPkk#RRRRkkk=RRII\"\"\"\ny= 26 \"RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIPPRRRR#RRRRRRRRIIIIII\"\ny= 28 .RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIPPRRRR#RRRRRRRRIIIIII~\ny= 30 .####RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII###\"~\ny= 32 \"\"\"\"#RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII#EEE~\ny= 34 \"\"\"\"#PPRRRRRRPPCCCCCCPPCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#EEE~\ny= 36 \"\"\"\"#PPRRRRRRPPCCCCCCPPCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#\"~~~\ny= 38 \"\"\".####################################################~~~~\ny= 40 \"\"\".=k#RRRRRRRR=kPPCCRRCC#CCRRRRRRRRRRRRRRRR############~~~~\ny= 42 \"\"\"\"=.#RRRRRRRR##PPCCRRCC#CCRRRRRRRRRRRRRRRRIIPPIIIOOOI#~~~~\ny= 44 \"\"\"\"=.#RRRRRRRRCCCCCCCCCC#CCk#kkk=RRRRRRRR#kIIPPIIIOOOI~~~~~\ny= 46 \"\"\"\"###RRRRRRRRCCCCCCCCCC#CC######RRRRRRRR~~+~~~~~~~~~~~~~~~\ny= 48 .RRR#RRRRFFRRRRCCCCCCCCCC#PPCCRRFFRRRR#~#~~++~~~~~~~~~~~~~~~\ny= 50 #RRR#RRRRFFRRRRCCCCCCCCCC#PPCCRRFFRRRR~~#~~+\"\"~~~~~~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~~~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~###SSS~~~~~~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#~~~~~\"\"\"SSS~~~~~~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"\"\"\"~~~~~~~\"~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCCCCCCC#CCCC#~~~~~~~~\"\"\"~~~~~~~\"\"\"\".\"\"~~~~\ny= 62 \"\".\"IIII#IIIIIICCCCCCCCCC#CC~~~~~~~~~~~~~~~~~~~~\"\"\"\"\"...\"\"\"~\ny= 64 \"\"..IIII#IIIIIICCCCCC###=#~~~~~~~~~~~~~~~~~~~~\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC+~~=#~~~~~~~~~~~~~~~~~\"\".\"\"\"\"\"\".\"\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC##+~~=#~II~\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~+~~=#III\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~+~~=#IIPP\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..PPIIII#IIIIIICC~~~IIEE=CC\"PP\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"..\"\".\ny= 76 \"\"PP#############~~~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 power_line (57,6)->(57,6): 1/1 tiles ok, $6\nYOUR NOTES FROM LAST TURN: Oct 1977: population 13,020, crime 24, funds $3,971. Check power and development at commercial zones (57,3), (60,3), (63,3), plus population and demand next turn. Preserve cash for annual service costs.", "raw": "{\"thoughts\": \"Crime is well under the goal at 24. The real problem is population: 13,040 against the 25,000 target, with all demand negative and very little cash. I'll keep taxes at 0% for the maximum growth bonus, save cash for January service bills, and look closely at the southwest industrial/commercial block to find why growth has stalled.\", \"notes\": \"Jan 1978: pop 13,040, crime 24, funds $2,883, tax 0%. Demand R-92 C-65 I-89 and puzzling. Zoomed on the SW (0,60) to inspect zones and connectivity. Consider a modest tax (3-5%) only if cash drops below ~$1,200 before January. Crime hotspot is (24,74); police station at (56,72) is nearby.\", \"actions\": [{\"type\": \"zoom\", \"x\": 0, \"y\": 60}]}", "routed_model": "anthropic/claude-opus-5.5", "usage": {"prompt_tokens": 5776, "completion_tokens": 1903, "total_tokens": 7679, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 0, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.061164, "upstream_inference_prompt_cost": 0.023104, "upstream_inference_completions_cost": 0.03806}, "completion_tokens_details": {"reasoning_tokens": 1617, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.061164, "latency_s": 38.5, "thoughts": "Crime is well under the goal at 24. The real problem is population: 13,040 against the 25,000 target, with all demand negative and very little cash. I'll keep taxes at 0% for the maximum growth bonus, save cash for January service bills, and look closely at the southwest industrial/commercial block to find why growth has stalled.", "notes": "Jan 1978: pop 13,040, crime 24, funds $2,883, tax 0%. Demand R-92 C-65 I-89 and puzzling. Zoomed on the SW (0,60) to inspect zones and connectivity. Consider a modest tax (3-5%) only if cash drops below ~$1,200 before January. Crime hotspot is (24,74); police station at (56,72) is nearby.", "actions": [{"type": "zoom", "x": 0, "y": 60}], "actions_dropped": 0, "results": ["OK zoom view at (0,60) next turn"], "state": {"population_now": 13040, "funds": 2883, "score": 515, "tax": 0}, "info": {"unpowered_zones": 0, "zones_r": 127, "zones_c": 66, "zones_i": 90, "free_sites": 10}, "wall_s": 1030.5}
{"turn": 26, "date": "Apr 1978", "model": "typesafe/jev-router", "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: $2,883   tax rate 0%   funding: road 15%, fire 10%, police 40%\n  last January's budget: tax income $0, requested road $2,482, fire $700, police $1,600; cash flow $-4,782/yr\nPOPULATION: 10,880 now (official census 13,020, City); residents 184, commerce 23, industry 22 (engine units)\nZONES: residential 127, commercial 66, industrial 90; unpowered zones: 0\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): 515 / 1000 (change +124 at the last evaluation); approval 52%; top problems (share of citizens): pollution 8%, housing costs 7%, crime 6%\nAVERAGES (0-255, lower is better except land value): crime 24, pollution 46, traffic 2, land value 63\nSERVICES: coal plants 2, nuclear 3, police 16, fire stations 7, stadiums 1, seaports 1, airports 1; road tiles 2371, rail tiles 602; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 24); population must be >= 25,000\n\nBUILDINGS (top-left; * = unpowered): coal power plant x2: (44,74) (113,32); nuclear power plant x3: (107,95) (111,95) (115,95); police station x16: (5,74) (10,35) (18,23) (18,52) (26,35) (35,23) (35,40) (43,35) (47,14) (52,48) (56,72) (77,26) (81,23) (92,42) (102,9) (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): (82,55) (65,6) (68,6) (51,78) (48,0) (52,0) (71,6) (10,43) (46,79) (14,19)\nLARGE OPEN AREAS (top-left, size): (94,63) 26x26 (69,67) 22x22 (105,0) 15x15 (54,75) 14x14 (0,12) 10x10 (84,0) 9x9\nHOT SPOTS (value@tile range): crime: 186@(24-25,74-75) 168@(24-25,78-79) 162@(24-25,76-77); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15); traffic: 156@(12-13,26-27) 102@(12-13,22-23) 80@(24-25,12-13)\n\nMAP (1 char = 2x2 tiles; the char at column c, row r covers x=2c..2c+1, y=2r..2r+1).\nLegend: . empty land  \" trees  ~ water  , rubble  * fire  w flood  ! radiation  # road  = rail  + power line  R/C/I zones (lowercase = unpowered)  E coal plant  N nuclear  P police  F fire station  S stadium  O seaport  A airport  H hospital/church  k park\n      0    10   20   30   40   50   60   70   80   90   100  110     <- x\ny=  0 .\"\"#\"\"\".\"\".\"\"\"#\"\"\"\"\".\"\"\"\"#\"\"...\"\"\"\"\"..\"\"\"\"\"\".\"\"\"#\".\"\"\"\"\"\"\"\"\"\ny=  2 .\"\"#RR\"\"\"\"\"\"\"\"#\"\"\"\"\".\"\"\"k#k\"CCCCC\"\"\"..\"\"\"\"\"\"\"\"\"\"#\"\"\"\"\"\"\"..\"\"\ny=  4 .\"\"#RR\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"\"\"#\"\"CCCCC\"\"\"\".\"\".\"\"\"\"\"CC#\"\"\"\"\"\"\"\"\"\".\ny=  6 .\"\"#RR++++++++#RRk\"k\"kk.k#k\"IIIIk\"\"\"..\"\"CC\"\"\"\"CC#CC.\"\"\"\"\"\"\".\ny=  8 \"\"\".RR#########RR#..\"#######IIII########CC#######CCPP\".\"\"\"..\ny= 10 \"\"\".....#RRRRRRCC#kk,IIII#IIIIIIIIAAAAIIRRRR#RRRRRRPP..\"\"\"\"\"\ny= 12 ..\".....#RRRRRRCC####IIII#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##PPRRRRRRPPRRIIII#IIIIIIIIIIIIIIPP###RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#PPRRRRRRPPRRIIII#IIIIIIIIIIIIIIPPkk#RRRRkkk=RRII\"\"\"\ny= 26 \"RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIPPRRRR#RRRRRRRRIIIIII\"\ny= 28 .RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIPPRRRR#RRRRRRRRIIIIII~\ny= 30 .####RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII###\"~\ny= 32 \"\"\"\"#RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII#EEE~\ny= 34 \"\"\"\"#PPRRRRRRPPCCCCCCPPCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#EEE~\ny= 36 \"\"\"\"#PPRRRRRRPPCCCCCCPPCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#\"~~~\ny= 38 \"\"\".####################################################~~~~\ny= 40 \"\"\".=k#RRRRRRRR=kPPCCRRCC#CCRRRRRRRRRRRRRRRR############~~~~\ny= 42 \"\"\"\"=.#RRRRRRRR##PPCCRRCC#CCRRRRRRRRRRRRRRRRIIPPIIIOOOI#~~~~\ny= 44 \"\"\"\"=.#RRRRRRRRCCCCCCCCCC#CCk#kkk=RRRRRRRR#kIIPPIIIOOOI~~~~~\ny= 46 \"\"\"\"###RRRRRRRRCCCCCCCCCC#CC######RRRRRRRR~~+~~~~~~~~~~~~~~~\ny= 48 .RRR#RRRRFFRRRRCCCCCCCCCC#PPCCRRFFRRRR#~#~~++~~~~~~~~~~~~~~~\ny= 50 #RRR#RRRRFFRRRRCCCCCCCCCC#PPCCRRFFRRRR~~#~~+\"\"~~~~~~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~~~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~###SSS~~~~~~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#~~~~~\"\"\"SSS~~~~~~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"\"\"\"~~~~~~~\"~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCCCCCCC#CCCC#~~~~~~~~\"\"\"~~~~~~~\"\"\"\".\"\"~~~~\ny= 62 \"\".\"IIII#IIIIIICCCCCCCCCC#CC~~~~~~~~~~~~~~~~~~~~\"\"\"\"\"...\"\"\"~\ny= 64 \"\"..IIII#IIIIIICCCCCC###=#~~~~~~~~~~~~~~~~~~~~\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC+~~=#~~~~~~~~~~~~~~~~~\"\".\"\"\"\"\"\".\"\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC##+~~=#~II~\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~+~~=#III\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~+~~=#IIPP\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..PPIIII#IIIIIICC~~~IIEE=CC\"PP\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"..\"\".\ny= 76 \"\"PP#############~~~IIEE=CC\"\"\"\".\"\"\".\"......\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"\"\"IIII#IIIIII~~~~II#####\"\"\"\"\".\"\"\".\"\"\"..\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 80 \"\"\".IIII#IIIIII~~~~II#\"\"=#\"\".\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 82 \"\"\"\"IIII#IIII~~~~~\"##II+=CC..\"\"..\"\".\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"..\"\"\"\ny= 84 .\"\"\"IIII#IIII~~~~\"\"#III##CC\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\".\"\"\ny= 86 ~\"\".FFII#===~~~~\"\"##IICC=\"\"\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\".\"\"\ny= 88 ~\"\"\"FFII=~==~~~.\"\"#\"\"#CC====================================\ny= 90 ~~\"\"II#~===~~~~.\"\"#\"\"#.\"\"\"\".\"\"\"\"\".=.\"\"\"\".\"\"\".\"\"\".\"\"\"\".\",,,,,\ny= 92 \"~~~II#~===~~~~\"\"\"#.\"#\"\"\"\"\"\"\"\"\"\"\".=\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\",,,,,\ny= 94 \".~~II#~===~~~\"\"\"\"#\"\"#\"\"\"\"\"\"\".\"\"\"\"=\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"NNNNNNN\ny= 96 \".\"\"II#~==~~~~\"\"\"\"#.\"#\"...\"\"\".\"\"\"\"=\"\"\".\"\"\"\".\"\".\"\"\"\"\"\"NNNNNNN\ny= 98 \"\"\"\"###+=+++++++++#++#++++++++++++=++++++++++++++++++NNNNNNN\n\nZOOM (full resolution, 1 char = 1 tile, top-left (0,60)):\n       0         1         2         3         \n       0123456789012345678901234567890123456789\ny= 60  \"\"\"...\"\"#===#===#====#===#===#===#===#==\ny= 61  ......\"\"#III#III#=III#III#III#CCC#CCC#CC\ny= 62  .\"\"...\"\"#III#III#=III#III#III#CCC#CCC#CC\ny= 63  .\"\"...\"\"#III#III#=III#III#III#CCC#CCC#CC\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  ....\"PPP#III#III#=III#III#III#CCC#..~~~~\ny= 75  ....\"PPP#III#III#=III#III#III#CCC#.~~~~~\ny= 76  .\"\"..PPP##########################~~~~~~\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: OK zoom view at (0,60) next turn\nYOUR NOTES FROM LAST TURN: Jan 1978: pop 13,040, crime 24, funds $2,883, tax 0%. Demand R-92 C-65 I-89 and puzzling. Zoomed on the SW (0,60) to inspect zones and connectivity. Consider a modest tax (3-5%) only if cash drops below ~$1,200 before January. Crime hotspot is (24,74); police station at (56,72) is nearby.", "raw": "{\"thoughts\":\"Crime is already below the target, but population is falling rapidly and demand is negative across all zones. I\u2019ll restore road maintenance, increase police funding, and use a moderate tax to support services while testing two road-accessible residential sites.\",\"notes\":\"Apr 1978: population 10,880 versus 25,000 required by Jan 1982; crime 24. Check whether road funding slows population loss and whether the new residential zones develop. Watch treasury before the next January budget.\",\"actions\":[{\"type\":\"tax\",\"rate\":7},{\"type\":\"funding\",\"road\":100,\"fire\":40,\"police\":60},{\"type\":\"zone\",\"zone\":\"residential\",\"x\":10,\"y\":43},{\"type\":\"zone\",\"zone\":\"residential\",\"x\":48,\"y\":0}]}", "routed_model": "openai/gpt-6-sol", "usage": {"prompt_tokens": 4454, "completion_tokens": 1716, "total_tokens": 6170, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 4452, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.0311234, "upstream_inference_prompt_cost": 0.0122474, "upstream_inference_completions_cost": 0.018876}, "completion_tokens_details": {"reasoning_tokens": 1544, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.0311234, "latency_s": 19.49, "thoughts": "Crime is already below the target, but population is falling rapidly and demand is negative across all zones. I\u2019ll restore road maintenance, increase police funding, and use a moderate tax to support services while testing two road-accessible residential sites.", "notes": "Apr 1978: population 10,880 versus 25,000 required by Jan 1982; crime 24. Check whether road funding slows population loss and whether the new residential zones develop. Watch treasury before the next January budget.", "actions": [{"type": "tax", "rate": 7}, {"type": "funding", "road": 100, "fire": 40, "police": 60}, {"type": "zone", "zone": "residential", "x": 10, "y": 43}, {"type": "zone", "zone": "residential", "x": 48, "y": 0}], "actions_dropped": 0, "results": ["OK tax rate set to 7%", "OK funding set: road 100%, fire 40%, police 60%", "OK residential x1: 1 placed; (10,43) ok", "OK residential x1: 1 placed; (48,0) ok"], "state": {"population_now": 10880, "funds": 2883, "score": 515, "tax": 0}, "info": {"unpowered_zones": 0, "zones_r": 127, "zones_c": 66, "zones_i": 90, "free_sites": 10}, "wall_s": 1050.2}
{"turn": 27, "date": "Jul 1978", "model": "typesafe/jev-router", "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: $2,680   tax rate 7%   funding: road 100%, fire 40%, police 60%\n  last January's budget: tax income $0, requested road $2,482, fire $700, police $1,600; cash flow $-4,782/yr\nPOPULATION: 9,320 now (official census 13,020, City); residents 162, commerce 20, industry 18 (engine units)\nZONES: residential 129, commercial 66, industrial 90; unpowered zones: 2\nDEMAND (-100..+100, positive = the city wants more of it): residential -100, commercial -100, industrial -100\nCITY SCORE (re-evaluated each January, like the official census): 515 / 1000 (change +124 at the last evaluation); approval 52%; top problems (share of citizens): pollution 8%, housing costs 7%, crime 6%\nAVERAGES (0-255, lower is better except land value): crime 22, pollution 45, traffic 2, land value 64\nSERVICES: coal plants 2, nuclear 3, police 16, fire stations 7, stadiums 1, seaports 1, airports 1; road tiles 2351, rail tiles 602; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 22); population must be >= 25,000\n\nBUILDINGS (top-left; * = unpowered): coal power plant x2: (44,74) (113,32); nuclear power plant x3: (107,95) (111,95) (115,95); police station x16: (5,74) (10,35) (18,23) (18,52) (26,35) (35,23) (35,40) (43,35) (47,14) (52,48) (56,72) (77,26) (81,23) (92,42) (102,9) (102,31); fire station x7: (9,86) (18,14) (18,48) (43,19) (47,31) (64,48) (98,31); stadium x1: (87,53); seaport x1: (103,42); airport x1: (69,11)\nUNPOWERED ZONES (top-left): (10,43) (48,0)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (82,55) (65,6) (68,6) (51,78) (52,0) (71,6) (46,79) (14,19) (30,3) (74,6)\nLARGE OPEN AREAS (top-left, size): (94,63) 26x26 (69,67) 22x22 (105,0) 15x15 (54,75) 14x14 (0,12) 10x10 (84,0) 9x9\nHOT SPOTS (value@tile range): crime: 180@(24-25,74-75) 150@(24-25,76-77) 149@(34-35,56-57); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15); traffic: 78@(12-13,26-27)\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 .\"\"#\"\"\".\"\".\"\"\"#\"\"\"\"\".\"\"\"rr\"\"...\"\"\"\"\"..\"\"\"\"\"\".\"\"\"#\".\"\"\"\"\"\"\"\"\"\ny=  2 .\"\"#RR\"\"\"\"\"\"\"\"#\"\"\"\"\".\"\"\"rrk\"CCCCC\"\"\"..\"\"\"\"\"\"\"\"\"\"#\"\"\"\"\"\"\"..\"\"\ny=  4 .\"\"#RR\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"\"\"#\"\"CCCCC\"\"\"\".\"\".\"\"\"\"\"CC#\"\"\"\"\"\"\"\"\"\".\ny=  6 .\"\"#RR++++++++#RRk\"k\"kk.k#k\"IIIIk\"\"\"..\"\"CC\"\"\"\"CC#CC.\"\"\"\"\"\"\".\ny=  8 \"\"\".RR#########RR#..\"#######IIII########CC#######CCPP\".\"\"\"..\ny= 10 \"\"\".....#RRRRRRCC#kk,IIII#IIIIIIIIAAAAIIRRRR#RRRRRRPP..\"\"\"\"\"\ny= 12 ..\".....#RRRRRRCC####IIII#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##PPRRRRRRPPRRIIII#IIIIIIIIIIIIIIPP###RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#PPRRRRRRPPRRIIII#IIIIIIIIIIIIIIPPkk#RRRRkkk=RRII\"\"\"\ny= 26 \"RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIPPRRRR#RRRRRRRRIIIIII\"\ny= 28 .RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIPPRRRR#RRRRRRRRIIIIII~\ny= 30 .####RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII###\"~\ny= 32 \"\"\"\"#RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII#EEE~\ny= 34 \"\"\"\"#PPRRRRRRPPCCCCCCPPCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#EEE~\ny= 36 \"\"\"\"#PPRRRRRRPPCCCCCCPPCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#\"~~~\ny= 38 \"\"\".####################################################~~~~\ny= 40 \"\"\".=k#RRRRRRRR=kPPCCRRCC#CCRRRRRRRRRRRRRRRR############~~~~\ny= 42 \"\"\"\"=rrRRRRRRRR##PPCCRRCC#CCRRRRRRRRRRRRRRRRIIPPIIIOOOI#~~~~\ny= 44 \"\"\"\"=rrRRRRRRRRCCCCCCCCCC#CCk#kkk=RRRRRRRR#kIIPPIIIOOOI~~~~~\ny= 46 \"\"\"\"###RRRRRRRRCCCCCCCCCC#CC######RRRRRRRR~~+~~~~~~~~~~~~~~~\ny= 48 .RRR#RRRRFFRRRRCCCCCCCCCC#PPCCRRFFRRRR#~#~~++~~~~~~~~~~~~~~~\ny= 50 #RRR#RRRRFFRRRRCCCCCCCCCC#PPCCRRFFRRRR~~#~~+\"\"~~~~~~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~~~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~###SSS~~~~~~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#~~~~~\"\"\"SSS~~~~~~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"\"\"\"~~~~~~~\"~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCCCCCCC#CCCC#~~~~~~~~\"\"\"~~~~~~~\"\"\"\".\"\"~~~~\ny= 62 \"\".\"IIII#IIIIIICCCCCCCCCC#CC~~~~~~~~~~~~~~~~~~~~\"\"\"\"\"...\"\"\"~\ny= 64 \"\"..IIII#IIIIIICCCCCC###=#~~~~~~~~~~~~~~~~~~~~\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC+~~=#~~~~~~~~~~~~~~~~~\"\".\"\"\"\"\"\".\"\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC##+~~=#~II~\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~+~~=#III\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~+~~=#IIPP\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..PPIIII#IIIIIICC~~~IIEE=CC\"PP\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"..\"\".\ny= 76 \"\"PP#############~~~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: Population has reached 2,000.\nRESULTS OF YOUR LAST ACTIONS: OK tax rate set to 7% | OK funding set: road 100%, fire 40%, police 60% | OK residential x1: 1 placed; (10,43) ok | OK residential x1: 1 placed; (48,0) ok\nYOUR NOTES FROM LAST TURN: Apr 1978: population 10,880 versus 25,000 required by Jan 1982; crime 24. Check whether road funding slows population loss and whether the new residential zones develop. Watch treasury before the next January budget.", "raw": "{\"thoughts\": \"Cash is critical ($2,680 vs a ~$3,700 January ask) while demand is -100 across the board and census must climb from 13k to 25k by Jan 1982. Crime (22) already beats the <60 goal with big margin, so I can safely shift money away from police/fire and slash the bloated road budget for this over-built, under-populated city. Cutting taxes to 5% should help demand recover since tax income is ~$0 anyway; I'll hold all construction until demand turns positive.\", \"notes\": \"Jul 1978: set tax 5%, funding road35/fire30/police55 to survive Jan 1979 (~$1,958 outflow). Demand still -100 everywhere, so NO zoning/building yet. Next: check Jan 1979 budget result, watch demand/census; if recovery continues (score +124), start powering/freeing residential near jobs and consider bulldozing abandoned south/west road-rail to cut the $2,482 road baseline. Unpowered zones at (10,43) & (48,0) not worth powering while R demand is -100.\", \"actions\": [{\"type\": \"tax\", \"rate\": 5}, {\"type\": \"funding\", \"road\": 35, \"fire\": 30, \"police\": 55}]}", "routed_model": "moonshotai/kimi-k3", "usage": {"prompt_tokens": 4003, "completion_tokens": 4228, "total_tokens": 8231, "cost": 0.0726642, "is_byok": false, "prompt_tokens_details": {"cached_tokens": 1024, "cache_write_tokens": 0, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.0726642, "upstream_inference_prompt_cost": 0.0092442, "upstream_inference_completions_cost": 0.06342}, "completion_tokens_details": {"reasoning_tokens": 3831, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.0726642, "latency_s": 80.22, "thoughts": "Cash is critical ($2,680 vs a ~$3,700 January ask) while demand is -100 across the board and census must climb from 13k to 25k by Jan 1982. Crime (22) already beats the <60 goal with big margin, so I can safely shift money away from police/fire and slash the bloated road budget for this over-built, under-populated city. Cutting taxes to 5% should help demand recover since tax income is ~$0 anyway; I'll hold all construction until demand turns positive.", "notes": "Jul 1978: set tax 5%, funding road35/fire30/police55 to survive Jan 1979 (~$1,958 outflow). Demand still -100 everywhere, so NO zoning/building yet. Next: check Jan 1979 budget result, watch demand/census; if recovery continues (score +124), start powering/freeing residential near jobs and consider bulldozing abandoned south/west road-rail to cut the $2,482 road baseline. Unpowered zones at (10,43) & (48,0) not worth powering while R demand is -100.", "actions": [{"type": "tax", "rate": 5}, {"type": "funding", "road": 35, "fire": 30, "police": 55}], "actions_dropped": 0, "results": ["OK tax rate set to 5%", "OK funding set: road 35%, fire 30%, police 55%"], "state": {"population_now": 9320, "funds": 2680, "score": 515, "tax": 7}, "info": {"unpowered_zones": 2, "zones_r": 129, "zones_c": 66, "zones_i": 90, "free_sites": 10}, "wall_s": 1130.6}
{"turn": 28, "date": "Oct 1978", "model": "typesafe/jev-router", "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: $2,680   tax rate 5%   funding: road 35%, fire 30%, police 55%\n  last January's budget: tax income $0, requested road $2,482, fire $700, police $1,600; cash flow $-4,782/yr\nPOPULATION: 8,540 now (official census 13,020, City); residents 155, commerce 18, industry 16 (engine units)\nZONES: residential 129, commercial 66, industrial 90; unpowered zones: 2\nDEMAND (-100..+100, positive = the city wants more of it): residential -100, commercial -100, industrial -100\nCITY SCORE (re-evaluated each January, like the official census): 515 / 1000 (change +124 at the last evaluation); approval 52%; top problems (share of citizens): pollution 8%, housing costs 7%, crime 6%\nAVERAGES (0-255, lower is better except land value): crime 20, pollution 47, traffic 2, land value 65\nSERVICES: coal plants 2, nuclear 3, police 16, fire stations 7, stadiums 1, seaports 1, airports 1; road tiles 2341, rail tiles 602; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 20); population must be >= 25,000\n\nBUILDINGS (top-left; * = unpowered): coal power plant x2: (44,74) (113,32); nuclear power plant x3: (107,95) (111,95) (115,95); police station x16: (5,74) (10,35) (18,23) (18,52) (26,35) (35,23) (35,40) (43,35) (47,14) (52,48) (56,72) (77,26) (81,23) (92,42) (102,9) (102,31); fire station x7: (9,86) (18,14) (18,48) (43,19) (47,31) (64,48) (98,31); stadium x1: (87,53); seaport x1: (103,42); airport x1: (69,11)\nUNPOWERED ZONES (top-left): (10,43) (48,0)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (82,55) (65,6) (68,6) (51,78) (52,0) (71,6) (46,79) (14,19) (30,3) (74,6)\nLARGE OPEN AREAS (top-left, size): (94,63) 26x26 (69,67) 22x22 (105,0) 15x15 (54,75) 14x14 (0,12) 10x10 (84,0) 9x9\nHOT SPOTS (value@tile range): crime: 174@(24-25,74-75) 149@(34-35,56-57) 146@(14-15,88-89); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15); traffic: 102@(12-13,30-31) 76@(8-9,28-29)\n\nMAP (1 char = 2x2 tiles; the char at column c, row r covers x=2c..2c+1, y=2r..2r+1).\nLegend: . empty land  \" trees  ~ water  , rubble  * fire  w flood  ! radiation  # road  = rail  + power line  R/C/I zones (lowercase = unpowered)  E coal plant  N nuclear  P police  F fire station  S stadium  O seaport  A airport  H hospital/church  k park\n      0    10   20   30   40   50   60   70   80   90   100  110     <- x\ny=  0 .\"\"#\"\"\".\"\".\"\"\"#\"\"\"\"\".\"\"\"rr\"\"...\"\"\"\"\"..\"\"\"\"\"\".\"\"\"#\".\"\"\"\"\"\"\"\"\"\ny=  2 .\"\"#RR\"\"\"\"\"\"\"\"#\"\"\"\"\".\"\"\"rrk\"CCCCC\"\"\"..\"\"\"\"\"\"\"\"\"\"#\"\"\"\"\"\"\"..\"\"\ny=  4 .\"\"#RR\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"\"\"#\"\"CCCCC\"\"\"\".\"\".\"\"\"\"\"CC#\"\"\"\"\"\"\"\"\"\".\ny=  6 .\"\"#RR++++++++#RRk\"k\"kk.k#k\"IIIIk\"\"\"..\"\"CC\"\"\"\"CC#CC.\"\"\"\"\"\"\".\ny=  8 \"\"\".RR#########RR#..\"#######IIII########CC#######CCPP\".\"\"\"..\ny= 10 \"\"\".....#RRRRRRCC#kk,IIII#IIIIIIIIAAAAIIRRRR#RRRRRRPP..\"\"\"\"\"\ny= 12 ..\".....#RRRRRRCC####IIII#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##PPRRRRRRPPRRIIII#IIIIIIIIIIIIIIPP###RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#PPRRRRRRPPRRIIII#IIIIIIIIIIIIIIPPkk#RRRRkkk=RRII\"\"\"\ny= 26 \"RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIPPRRRR#RRRRRRRRIIIIII\"\ny= 28 .RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIPPRRRR#RRRRRRRRIIIIII~\ny= 30 .####RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII###\"~\ny= 32 \"\"\"\"#RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII#EEE~\ny= 34 \"\"\"\"#PPRRRRRRPPCCCCCCPPCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#EEE~\ny= 36 \"\"\"\"#PPRRRRRRPPCCCCCCPPCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#\"~~~\ny= 38 \"\"\".####################################################~~~~\ny= 40 \"\"\".=k#RRRRRRRR=kPPCCRRCC#CCRRRRRRRRRRRRRRRR############~~~~\ny= 42 \"\"\"\"=rrRRRRRRRR##PPCCRRCC#CCRRRRRRRRRRRRRRRRIIPPIIIOOOI#~~~~\ny= 44 \"\"\"\"=rrRRRRRRRRCCCCCCCCCC#CCk#kkk=RRRRRRRR#kIIPPIIIOOOI~~~~~\ny= 46 \"\"\"\"###RRRRRRRRCCCCCCCCCC#CC######RRRRRRRR~~+~~~~~~~~~~~~~~~\ny= 48 .RRR#RRRRFFRRRRCCCCCCCCCC#PPCCRRFFRRRR#~#~~++~~~~~~~~~~~~~~~\ny= 50 #RRR#RRRRFFRRRRCCCCCCCCCC#PPCCRRFFRRRR~~#~~+\"\"~~~~~~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~~~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~###SSS~~~~~~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#~~~~~\"\"\"SSS~~~~~~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"\"\"\"~~~~~~~\"~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCCCCCCC#CCCC#~~~~~~~~\"\"\"~~~~~~~\"\"\"\".\"\"~~~~\ny= 62 \"\".\"IIII#IIIIIICCCCCCCCCC#CC~~~~~~~~~~~~~~~~~~~~\"\"\"\"\"...\"\"\"~\ny= 64 \"\"..IIII#IIIIIICCCCCC###=##~~~~~~~~~~~~~~~~~~~\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC+~~=#~~~~~~~~~~~~~~~~~\"\".\"\"\"\"\"\".\"\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC##+~~=##II~\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~+~~=#III\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~+~~=#IIPP\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..PPIIII#IIIIIICC~~~IIEE=CC\"PP\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"..\"\".\ny= 76 \"\"PP#############~~~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 5% | OK funding set: road 35%, fire 30%, police 55%\nYOUR NOTES FROM LAST TURN: Jul 1978: set tax 5%, funding road35/fire30/police55 to survive Jan 1979 (~$1,958 outflow). Demand still -100 everywhere, so NO zoning/building yet. Next: check Jan 1979 budget result, watch demand/census; if recovery continues (score +124), start powering/freeing residential near jobs and consider bulldozing abandoned south/west road-rail to cut the $2,482 road baseline. Unpowered zones at (10,43) & (48,0) not worth powering while R demand is -100.", "error": "{\"error\": {\"message\": \"Decision model timed out\", \"code\": 504}}", "latency_s": 25.8, "failed": true, "thoughts": "(no valid response)", "notes": "Jul 1978: set tax 5%, funding road35/fire30/police55 to survive Jan 1979 (~$1,958 outflow). Demand still -100 everywhere, so NO zoning/building yet. Next: check Jan 1979 budget result, watch demand/census; if recovery continues (score +124), start powering/freeing residential near jobs and consider bulldozing abandoned south/west road-rail to cut the $2,482 road baseline. Unpowered zones at (10,43) & (48,0) not worth powering while R demand is -100.", "actions": [], "actions_dropped": 0, "results": [], "state": {"population_now": 8540, "funds": 2680, "score": 515, "tax": 5}, "info": {"unpowered_zones": 2, "zones_r": 129, "zones_c": 66, "zones_i": 90, "free_sites": 10}, "wall_s": 1156.5}
{"turn": 29, "date": "Jan 1979", "model": "typesafe/jev-router", "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: $902   tax rate 5%   funding: road 35%, fire 30%, police 55%\n  last January's budget: tax income $182, requested road $2,488, fire $700, police $1,600; cash flow $-4,606/yr\nPOPULATION: 7,540 now (official census 7,740, Town); residents 145, commerce 14, industry 15 (engine units)\nZONES: residential 129, commercial 66, industrial 90; unpowered zones: 2\nDEMAND (-100..+100, positive = the city wants more of it): residential -100, commercial -100, industrial -100\nCITY SCORE (re-evaluated each January, like the official census): 409 / 1000 (change -106 at the last evaluation); approval 36%; top problems (share of citizens): taxes 10%, housing costs 8%, crime 4%, pollution 4%\nAVERAGES (0-255, lower is better except land value): crime 20, pollution 47, traffic 2, land value 65\nSERVICES: coal plants 2, nuclear 3, police 16, fire stations 7, stadiums 1, seaports 1, airports 1; road tiles 2351, rail tiles 602; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 20); population must be >= 25,000\n\nBUILDINGS (top-left; * = unpowered): coal power plant x2: (44,74) (113,32); nuclear power plant x3: (107,95) (111,95) (115,95); police station x16: (5,74) (10,35) (18,23) (18,52) (26,35) (35,23) (35,40) (43,35) (47,14) (52,48) (56,72) (77,26) (81,23) (92,42) (102,9) (102,31); fire station x7: (9,86) (18,14) (18,48) (43,19) (47,31) (64,48) (98,31); stadium x1: (87,53); seaport x1: (103,42); airport x1: (69,11)\nUNPOWERED ZONES (top-left): (10,43) (48,0)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (82,55) (65,6) (68,6) (51,78) (52,0) (71,6) (46,79) (14,19) (30,3) (74,6)\nLARGE OPEN AREAS (top-left, size): (94,63) 26x26 (69,67) 22x22 (105,0) 15x15 (54,75) 14x14 (0,12) 10x10 (84,0) 9x9\nHOT SPOTS (value@tile range): crime: 174@(24-25,74-75) 149@(34-35,56-57) 146@(14-15,88-89); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15); traffic: 120@(24-25,12-13) 76@(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 .\"\"#\"\"\".\"\".\"\"\"#\"\"\"\"\".\"\"\"rr\"\"...\"\"\"\"\"..\"\"\"\"\"\".\"\"\"#\".\"\"\"\"\"\"\"\"\"\ny=  2 .\"\"#RR\"\"\"\"\"\"\"\"#\"\"\"\"\".\"\"\"rrk\"CCCCC\"\"\"..\"\"\"\"\"\"\"\"\"\"#\"\"\"\"\"\"\"..\"\"\ny=  4 .\"\"#RR\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"\"\"#\"\"CCCCC\"\"\"\".\"\".\"\"\"\"\"CC#\"\"\"\"\"\"\"\"\"\".\ny=  6 .\"\"#RR++++++++#RRk\"k\"kk.k#k\"IIIIk\"\"\"..\"\"CC\"\"\"\"CC#CC.\"\"\"\"\"\"\".\ny=  8 \"\"\".RR#########RR#..\"#######IIII########CC#######CCPP\".\"\"\"..\ny= 10 \"\"\".....#RRRRRRCC#kk,IIII#IIIIIIIIAAAAIIRRRR#RRRRRRPP..\"\"\"\"\"\ny= 12 ..\".....#RRRRRRCC####IIII#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##PPRRRRRRPPRRIIII#IIIIIIIIIIIIIIPP###RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#PPRRRRRRPPRRIIII#IIIIIIIIIIIIIIPPkk#RRRRkkk=RRII\"\"\"\ny= 26 \"RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIPPRRRR#RRRRRRRRIIIIII\"\ny= 28 .RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIPPRRRR#RRRRRRRRIIIIII~\ny= 30 .####RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII###\"~\ny= 32 \"\"\"\"#RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII#EEE~\ny= 34 \"\"\"\"#PPRRRRRRPPCCCCCCPPCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#EEE~\ny= 36 \"\"\"\"#PPRRRRRRPPCCCCCCPPCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#\"~~~\ny= 38 \"\"\".####################################################~~~~\ny= 40 \"\"\".=k#RRRRRRRR=kPPCCRRCC#CCRRRRRRRRRRRRRRRR############~~~~\ny= 42 \"\"\"\"=rrRRRRRRRR##PPCCRRCC#CCRRRRRRRRRRRRRRRRIIPPIIIOOOI#~~~~\ny= 44 \"\"\"\"=rrRRRRRRRRCCCCCCCCCC#CCk#kkk=RRRRRRRR#kIIPPIIIOOOI~~~~~\ny= 46 \"\"\"\"###RRRRRRRRCCCCCCCCCC#CC######RRRRRRRR~~+~~~~~~~~~~~~~~~\ny= 48 .RRR#RRRRFFRRRRCCCCCCCCCC#PPCCRRFFRRRR#~#~~++~~~~~~~~~~~~~~~\ny= 50 #RRR#RRRRFFRRRRCCCCCCCCCC#PPCCRRFFRRRR~~#~~+\"\"~~~~~~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~~~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~###SSS~~~~~~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#~~~~~\"\"\"SSS~~~~~~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"\"\"\"~~~~~~~\"~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCCCCCCC#CCCC#~~~~~~~~\"\"\"~~~~~~~\"\"\"\".\"\"~~~~\ny= 62 \"\".\"IIII#IIIIIICCCCCCCCCC#CC~~~~~~~~~~~~~~~~~~~~\"\"\"\"\"...\"\"\"~\ny= 64 \"\"..IIII#IIIIIICCCCCC###=##~~~~~~~~~~~~~~~~~~~\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC+~~=#~~~~~~~~~~~~~~~~~\"\".\"\"\"\"\"\".\"\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC##+~~=##II~\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~+~~=#III\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~+~~=#IIPP\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..PPIIII#IIIIIICC~~~IIEE=CC\"PP\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"..\"\".\ny= 76 \"\"PP#############~~~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: Jul 1978: set tax 5%, funding road35/fire30/police55 to survive Jan 1979 (~$1,958 outflow). Demand still -100 everywhere, so NO zoning/building yet. Next: check Jan 1979 budget result, watch demand/census; if recovery continues (score +124), start powering/freeing residential near jobs and consider bulldozing abandoned south/west road-rail to cut the $2,482 road baseline. Unpowered zones at (10,43) & (48,0) not worth powering while R demand is -100.", "raw": "{\"thoughts\": \"Crime (20) is safely under the 60 ceiling, so the binding constraint is population: 7,540 vs the 25,000 floor, with demand -100 everywhere and only $902 cash against a ~$4,600/yr bleed. Growth must come from filling the 285 existing (mostly empty) zones, which requires restoring demand via a near-zero tax rate while slashing the service baseline so we don't go bankrupt. I'll cut taxes to stimulate, drop funding to a survivable minimum (crime has huge margin), and bulldoze abandoned southern infrastructure to shrink the road budget.\", \"notes\": \"Jan 1979 austerity turn: tax 3%, funding road15/fire10/police15 (~$683/yr). Bulldozed abandoned SW belt (8,82)-(16,94) and dead south rail y=88 to cut the $2,488 road baseline. Watch Jan 1980 budget solvency and whether demand lifts off -100; if R demand turns positive, power (10,43)/(48,0) and let existing zones densify rather than zoning new land. Crime must stay <60 but has margin; population is the race.\", \"actions\": [{\"type\": \"tax\", \"rate\": 3}, {\"type\": \"funding\", \"road\": 15, \"fire\": 10, \"police\": 15}, {\"type\": \"bulldoze\", \"x\": 8, \"y\": 82, \"w\": 9, \"h\": 13}, {\"type\": \"bulldoze\", \"x\": 38, \"y\": 88, \"w\": 21, \"h\": 1}, {\"type\": \"bulldoze\", \"x\": 60, \"y\": 88, \"w\": 60, \"h\": 1}]}", "routed_model": "moonshotai/kimi-k3", "usage": {"prompt_tokens": 4030, "completion_tokens": 4294, "total_tokens": 8324, "cost": 0.0765, "is_byok": false, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 0, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.0765, "upstream_inference_prompt_cost": 0.01209, "upstream_inference_completions_cost": 0.06441}, "completion_tokens_details": {"reasoning_tokens": 3672, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.0765, "latency_s": 79.0, "thoughts": "Crime (20) is safely under the 60 ceiling, so the binding constraint is population: 7,540 vs the 25,000 floor, with demand -100 everywhere and only $902 cash against a ~$4,600/yr bleed. Growth must come from filling the 285 existing (mostly empty) zones, which requires restoring demand via a near-zero tax rate while slashing the service baseline so we don't go bankrupt. I'll cut taxes to stimulate, drop funding to a survivable minimum (crime has huge margin), and bulldoze abandoned southern infrastructure to shrink the road budget.", "notes": "Jan 1979 austerity turn: tax 3%, funding road15/fire10/police15 (~$683/yr). Bulldozed abandoned SW belt (8,82)-(16,94) and dead south rail y=88 to cut the $2,488 road baseline. Watch Jan 1980 budget solvency and whether demand lifts off -100; if R demand turns positive, power (10,43)/(48,0) and let existing zones densify rather than zoning new land. Crime must stay <60 but has margin; population is the race.", "actions": [{"type": "tax", "rate": 3}, {"type": "funding", "road": 15, "fire": 10, "police": 15}, {"type": "bulldoze", "x": 8, "y": 82, "w": 9, "h": 13}, {"type": "bulldoze", "x": 38, "y": 88, "w": 21, "h": 1}, {"type": "bulldoze", "x": 60, "y": 88, "w": 60, "h": 1}], "actions_dropped": 0, "results": ["OK tax rate set to 3%", "OK funding set: road 15%, fire 10%, police 15%", "OK bulldoze (8,82) 9x12: 82 tiles cleared, $82", "OK bulldoze (38,88) 12x1: 7 tiles cleared, $7", "OK bulldoze (60,88) 12x1: 7 tiles cleared, $7"], "state": {"population_now": 7540, "funds": 902, "score": 409, "tax": 5}, "info": {"unpowered_zones": 2, "zones_r": 129, "zones_c": 66, "zones_i": 90, "free_sites": 10}, "wall_s": 1235.7}
{"turn": 30, "date": "Apr 1979", "model": "typesafe/jev-router", "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: $806   tax rate 3%   funding: road 15%, fire 10%, police 15%\n  last January's budget: tax income $182, requested road $2,488, fire $700, police $1,600; cash flow $-4,606/yr\nPOPULATION: 5,780 now (official census 7,740, Town); residents 113, commerce 10, industry 12 (engine units)\nZONES: residential 129, commercial 66, industrial 86; unpowered zones: 2\nDEMAND (-100..+100, positive = the city wants more of it): residential -100, commercial -100, industrial -100\nCITY SCORE (re-evaluated each January, like the official census): 409 / 1000 (change -106 at the last evaluation); approval 36%; top problems (share of citizens): taxes 10%, housing costs 8%, crime 4%, pollution 4%\nAVERAGES (0-255, lower is better except land value): crime 19, pollution 52, traffic 2, land value 67\nSERVICES: coal plants 2, nuclear 3, police 16, fire stations 6, stadiums 1, seaports 1, airports 1; road tiles 2325, rail tiles 598; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 19); population must be >= 25,000\n\nBUILDINGS (top-left; * = unpowered): coal power plant x2: (44,74) (113,32); nuclear power plant x3: (107,95) (111,95) (115,95); police station x16: (5,74) (10,35) (18,23) (18,52) (26,35) (35,23) (35,40) (43,35) (47,14) (52,48) (56,72) (77,26) (81,23) (92,42) (102,9) (102,31); fire station x6: (18,14) (18,48) (43,19) (47,31) (64,48) (98,31); stadium x1: (87,53); seaport x1: (103,42); airport x1: (69,11)\nUNPOWERED ZONES (top-left): (10,43) (48,0)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (65,6) (82,55) (68,6) (52,0) (71,6) (51,78) (74,6) (46,79) (30,3) (14,19)\nLARGE OPEN AREAS (top-left, size): (94,63) 26x26 (70,67) 22x22 (105,0) 15x15 (54,75) 14x14 (0,12) 10x10 (5,82) 10x10\nHOT SPOTS (value@tile range): crime: 174@(24-25,74-75) 149@(34-35,56-57) 140@(16-17,70-71); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15); traffic: 78@(66-67,54-55) 76@(60-61,38-39)\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 .\"\"#\"\"\".\"\".\"\"\"#\"\"\"\"\".\"\"\"rr\"\"...\"\"\"\"\"..\"\"\"\"\"\".\"\"\"#\".\"\"\"\"\"\"\"\"\"\ny=  2 .\"\"#RR\"\"\"\"\"\"\"\"#\"\"\"\"\".\"\"\"rrk\"CCCCC\"\"\"..\"\"\"\"\"\"\"\"\"\"#\"\"\"\"\"\"\"..\"\"\ny=  4 .\"\"#RR\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"\"\"#\"\"CCCCC\"\"\"\".\"\".\"\"\"\"\"CC#\"\"\"\"\"\"\"\"\"\".\ny=  6 .\"\"#RR++++++++#RRk\"k\"kk.k#k\"IIIIk\"\"\"..\"\"CC\"\"\"\"CC#CC.\"\"\"\"\"\"\".\ny=  8 \"\"\".RR#########RR#..\"#######IIII########CC#######CCPP\".\"\"\"..\ny= 10 \"\"\".....#RRRRRRCC#kk,IIII#IIIIIIIIAAAAIIRRRR#RRRRRRPP..\"\"\"\"\"\ny= 12 ..\".....#RRRRRRCC####IIII#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##PPRRRRRRPPRRIIII#IIIIIIIIIIIIIIPP###RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#PPRRRRRRPPRRIIII#IIIIIIIIIIIIIIPPkk#RRRRkkk=RRII\"\"\"\ny= 26 \"RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIPPRRRR#RRRRRRRRIIIIII\"\ny= 28 .RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIPPRRRR#RRRRRRRRIIIIII~\ny= 30 .####RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII###\"~\ny= 32 \"\"\"\"#RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII#EEE~\ny= 34 \"\"\"\"#PPRRRRRRPPCCCCCCPPCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#EEE~\ny= 36 \"\"\"\"#PPRRRRRRPPCCCCCCPPCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#\"~~~\ny= 38 \"\"\".####################################################~~~~\ny= 40 \"\"\".=k#RRRRRRRR=kPPCCRRCC#CCRRRRRRRRRRRRRRRR############~~~~\ny= 42 \"\"\"\"=rrRRRRRRRR##PPCCRRCC#CCRRRRRRRRRRRRRRRRIIPPIIIOOOI#~~~~\ny= 44 \"\"\"\"=rrRRRRRRRRCCCCCCCCCC#CCk#kkk=RRRRRRRR#kIIPPIIIOOOI~~~~~\ny= 46 \"\"\"\"###RRRRRRRRCCCCCCCCCC#CC######RRRRRRRR~~+~~~~~~~~~~~~~~~\ny= 48 .RRR#RRRRFFRRRRCCCCCCCCCC#PPCCRRFFRRRR#~#~~++~~~~~~~~~~~~~~~\ny= 50 #RRR#RRRRFFRRRRCCCCCCCCCC#PPCCRRFFRRRR~~#~~+\"\"~~~~~~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~~~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~###SSS~~~~~~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#~~~~~\"\"\"SSS~~~~~~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"\"\"\"~~~~~~~\"~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCCCCCCC#CCCC#~~~~~~~~\"\"\"~~~~~~~\"\"\"\".\"\"~~~~\ny= 62 \"\".\"IIII#IIIIIICCCCCCCCCC#CC~~~~~~~~~~~~~~~~~~~~\"\"\"\"\"...\"\"\"~\ny= 64 \"\"..IIII#IIIIIICCCCCC###=#~~~~~~~~~~~~~~~~~~~~\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC+~~=#~~~~~~~~~~~~~~~~~\"\".\"\"\"\"\"\".\"\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC##+~~=#~II~\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~+~~=#III\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~+~~=#IIPP\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..PPIIII#IIIIIICC~~~IIEE=CC\"PP\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"..\"\".\ny= 76 \"\"PP#############~~~IIEE=CC\"\"\"\".\"\"\".\"......\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"\"\"IIII#IIIIII~~~~II#####\"\"\"\"\".\"\"\".\"\"\"..\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 80 \"\"\".IIII#IIIIII~~~~II#\"\"=#\"\".\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 82 \"\"\"\",,,,=IIII~~~~~\"##II+=CC..\"\"..\"\".\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"..\"\"\"\ny= 84 .\"\"\",.,.#IIII~~~~\"\"#III##CC\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\".\"\"\ny= 86 ~\"\".,,,,====~~~~\"\"##IICC=\"\"\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\".\"\"\ny= 88 ~\"\"\",.,.=~==~~~.\"\"#\"\"#CC====================================\ny= 90 ~~\"\",,.~===~~~~.\"\"#\"\"#.\"\"\"\".\"\"\"\"\".=.\"\"\"\".\"\"\".\"\"\".\"\"\"\".\",,,,,\ny= 92 \"~~~,~.~===~~~~\"\"\"#.\"#\"\"\"\"\"\"\"\"\"\"\".=\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\",,,,,\ny= 94 \".~~II#~===~~~\"\"\"\"#\"\"#\"\"\"\"\"\"\".\"\"\"\"=\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"NNNNNNN\ny= 96 \".\"\"II#~==~~~~\"\"\"\"#.\"#\"...\"\"\".\"\"\"\"=\"\"\".\"\"\"\".\"\".\"\"\"\"\"\"NNNNNNN\ny= 98 \"\"\"\"###+=+++++++++#++#++++++++++++=++++++++++++++++++NNNNNNN\n\nEVENTS SINCE LAST TURN: none\nRESULTS OF YOUR LAST ACTIONS: OK tax rate set to 3% | OK funding set: road 15%, fire 10%, police 15% | OK bulldoze (8,82) 9x12: 82 tiles cleared, $82 | OK bulldoze (38,88) 12x1: 7 tiles cleared, $7 | OK bulldoze (60,88) 12x1: 7 tiles cleared, $7\nYOUR NOTES FROM LAST TURN: Jan 1979 austerity turn: tax 3%, funding road15/fire10/police15 (~$683/yr). Bulldozed abandoned SW belt (8,82)-(16,94) and dead south rail y=88 to cut the $2,488 road baseline. Watch Jan 1980 budget solvency and whether demand lifts off -100; if R demand turns positive, power (10,43)/(48,0) and let existing zones densify rather than zoning new land. Crime must stay <60 but has margin; population is the race.", "error": "unparseable response", "raw": "", "routed_model": "moonshotai/kimi-k3", "usage": {"prompt_tokens": 4106, "completion_tokens": 6000, "total_tokens": 10106, "cost": 0.0912588, "is_byok": false, "prompt_tokens_details": {"cached_tokens": 4096, "cache_write_tokens": 0, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.0912588, "upstream_inference_prompt_cost": 0.0012588, "upstream_inference_completions_cost": 0.09}, "completion_tokens_details": {"reasoning_tokens": 5922, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.0912588, "latency_s": 213.12, "failed": true, "thoughts": "(no valid response)", "notes": "Jan 1979 austerity turn: tax 3%, funding road15/fire10/police15 (~$683/yr). Bulldozed abandoned SW belt (8,82)-(16,94) and dead south rail y=88 to cut the $2,488 road baseline. Watch Jan 1980 budget solvency and whether demand lifts off -100; if R demand turns positive, power (10,43)/(48,0) and let existing zones densify rather than zoning new land. Crime must stay <60 but has margin; population is the race.", "actions": [], "actions_dropped": 0, "results": [], "state": {"population_now": 5780, "funds": 806, "score": 409, "tax": 3}, "info": {"unpowered_zones": 2, "zones_r": 129, "zones_c": 66, "zones_i": 86, "free_sites": 10}, "wall_s": 1449.0}
{"turn": 31, "date": "Jul 1979", "model": "typesafe/jev-router", "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: $806   tax rate 3%   funding: road 15%, fire 10%, police 15%\n  last January's budget: tax income $182, requested road $2,488, fire $700, police $1,600; cash flow $-4,606/yr\nPOPULATION: 5,300 now (official census 7,740, Town); residents 105, commerce 8, industry 12 (engine units)\nZONES: residential 129, commercial 66, industrial 86; unpowered zones: 2\nDEMAND (-100..+100, positive = the city wants more of it): residential -100, commercial -100, industrial -100\nCITY SCORE (re-evaluated each January, like the official census): 409 / 1000 (change -106 at the last evaluation); approval 36%; top problems (share of citizens): taxes 10%, housing costs 8%, crime 4%, pollution 4%\nAVERAGES (0-255, lower is better except land value): crime 19, pollution 51, traffic 2, land value 67\nSERVICES: coal plants 2, nuclear 3, police 16, fire stations 6, stadiums 1, seaports 1, airports 1; road tiles 2315, rail tiles 598; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 19); population must be >= 25,000\n\nBUILDINGS (top-left; * = unpowered): coal power plant x2: (44,74) (113,32); nuclear power plant x3: (107,95) (111,95) (115,95); police station x16: (5,74) (10,35) (18,23) (18,52) (26,35) (35,23) (35,40) (43,35) (47,14) (52,48) (56,72) (77,26) (81,23) (92,42) (102,9) (102,31); fire station x6: (18,14) (18,48) (43,19) (47,31) (64,48) (98,31); stadium x1: (87,53); seaport x1: (103,42); airport x1: (69,11)\nUNPOWERED ZONES (top-left): (10,43) (48,0)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (65,6) (82,55) (68,6) (52,0) (71,6) (51,78) (74,6) (46,79) (30,3) (14,19)\nLARGE OPEN AREAS (top-left, size): (94,63) 26x26 (70,67) 22x22 (105,0) 15x15 (54,75) 14x14 (0,12) 10x10 (5,82) 10x10\nHOT SPOTS (value@tile range): crime: 174@(24-25,74-75) 140@(16-17,70-71) 138@(24-25,76-77); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15); traffic: 76@(58-59,46-47)\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 .\"\"#\"\"\".\"\".\"\"\"#\"\"\"\"\".\"\"\"rr\"\"...\"\"\"\"\"..\"\"\"\"\"\".\"\"\"#\".\"\"\"\"\"\"\"\"\"\ny=  2 .\"\"#RR\"\"\"\"\"\"\"\"#\"\"\"\"\".\"\"\"rrk\"CCCCC\"\"\"..\"\"\"\"\"\"\"\"\"\"#\"\"\"\"\"\"\"..\"\"\ny=  4 .\"\"#RR\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"\"\"#\"\"CCCCC\"\"\"\".\"\".\"\"\"\"\"CC#\"\"\"\"\"\"\"\"\"\".\ny=  6 .\"\"#RR++++++++#RRk\"k\"kk.k#k\"IIIIk\"\"\"..\"\"CC\"\"\"\"CC#CC.\"\"\"\"\"\"\".\ny=  8 \"\"\".RR#########RR#..\"#######IIII########CC#######CCPP\".\"\"\"..\ny= 10 \"\"\".....#RRRRRRCC#kk,IIII#IIIIIIIIAAAAIIRRRR#RRRRRRPP..\"\"\"\"\"\ny= 12 ..\".....#RRRRRRCC####IIII#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##PPRRRRRRPPRRIIII#IIIIIIIIIIIIIIPP###RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#PPRRRRRRPPRRIIII#IIIIIIIIIIIIIIPPkk#RRRRkkk=RRII\"\"\"\ny= 26 \"RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIPPRRRR#RRRRRRRRIIIIII\"\ny= 28 .RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIPPRRRR#RRRRRRRRIIIIII~\ny= 30 .####RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII###\"~\ny= 32 \"\"\"\"#RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII#EEE~\ny= 34 \"\"\"\"#PPRRRRRRPPCCCCCCPPCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#EEE~\ny= 36 \"\"\"\"#PPRRRRRRPPCCCCCCPPCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#\"~~~\ny= 38 \"\"\".####################################################~~~~\ny= 40 \"\"\".=k#RRRRRRRR=kPPCCRRCC#CCRRRRRRRRRRRRRRRR############~~~~\ny= 42 \"\"\"\"=rrRRRRRRRR##PPCCRRCC#CCRRRRRRRRRRRRRRRRIIPPIIIOOOI#~~~~\ny= 44 \"\"\"\"=rrRRRRRRRRCCCCCCCCCC#CCk#kkk=RRRRRRRR#kIIPPIIIOOOI~~~~~\ny= 46 \"\"\"\"###RRRRRRRRCCCCCCCCCC#CC######RRRRRRRR~~+~~~~~~~~~~~~~~~\ny= 48 .RRR#RRRRFFRRRRCCCCCCCCCC#PPCCRRFFRRRR#~#~~++~~~~~~~~~~~~~~~\ny= 50 #RRR#RRRRFFRRRRCCCCCCCCCC#PPCCRRFFRRRR~~#~~+\"\"~~~~~~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~~~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~###SSS~~~~~~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#~~~~~\"\"\"SSS~~~~~~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"\"\"\"~~~~~~~\"~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCCCCCCC#CCCC#~~~~~~~~\"\"\"~~~~~~~\"\"\"\".\"\"~~~~\ny= 62 \"\".\"IIII#IIIIIICCCCCCCCCC#CC~~~~~~~~~~~~~~~~~~~~\"\"\"\"\"...\"\"\"~\ny= 64 \"\"..IIII#IIIIIICCCCCC###=#~~~~~~~~~~~~~~~~~~~~\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC+~~=#~~~~~~~~~~~~~~~~~\"\".\"\"\"\"\"\".\"\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC##+~~=#~II~\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~+~~=#III\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~+~~=#IIPP\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..PPIIII#IIIIIICC~~~IIEE=CC\"PP\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"..\"\".\ny= 76 \"\"PP#############~~~IIEE=CC\"\"\"\".\"\"\".\"......\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"\"\"IIII#IIIIII~~~~II#####\"\"\"\"\".\"\"\".\"\"\"..\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 80 \"\"\".IIII#IIIIII~~~~II#\"\"=#\"\".\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 82 \"\"\"\",,,,=IIII~~~~~\"##II+=CC..\"\"..\"\".\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"..\"\"\"\ny= 84 .\"\"\",.,.#IIII~~~~\"\"#III##CC\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\".\"\"\ny= 86 ~\"\".,,,,====~~~~\"\"##IICC=\"\"\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\".\"\"\ny= 88 ~\"\"\",.,.=~==~~~.\"\"#\"\"#CC====================================\ny= 90 ~~\"\",,.~===~~~~.\"\"#\"\"#.\"\"\"\".\"\"\"\"\".=.\"\"\"\".\"\"\".\"\"\".\"\"\"\".\",,,,,\ny= 92 \"~~~,~.~===~~~~\"\"\"#.\"#\"\"\"\"\"\"\"\"\"\"\".=\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\",,,,,\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: Jan 1979 austerity turn: tax 3%, funding road15/fire10/police15 (~$683/yr). Bulldozed abandoned SW belt (8,82)-(16,94) and dead south rail y=88 to cut the $2,488 road baseline. Watch Jan 1980 budget solvency and whether demand lifts off -100; if R demand turns positive, power (10,43)/(48,0) and let existing zones densify rather than zoning new land. Crime must stay <60 but has margin; population is the race.", "raw": "{\"thoughts\":\"Crime is safely below 60, but the population is far below the 25,000 target and all three zone types have negative demand. I\u2019ll preserve cash and police coverage while avoiding new construction that cannot grow under current demand.\",\"notes\":\"Check the January 1980 budget, crime, population, and demand. If demand recovers, prioritize growth in existing powered zones; only two zones currently lack power.\",\"actions\":[{\"type\":\"tax\",\"rate\":5},{\"type\":\"funding\",\"road\":10,\"fire\":5,\"police\":15}]}", "routed_model": "openai/gpt-6-sol", "usage": {"prompt_tokens": 3840, "completion_tokens": 1266, "total_tokens": 5106, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 3838, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.0244849, "upstream_inference_prompt_cost": 0.0105589, "upstream_inference_completions_cost": 0.013926}, "completion_tokens_details": {"reasoning_tokens": 1144, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.0244849, "latency_s": 16.07, "thoughts": "Crime is safely below 60, but the population is far below the 25,000 target and all three zone types have negative demand. I\u2019ll preserve cash and police coverage while avoiding new construction that cannot grow under current demand.", "notes": "Check the January 1980 budget, crime, population, and demand. If demand recovers, prioritize growth in existing powered zones; only two zones currently lack power.", "actions": [{"type": "tax", "rate": 5}, {"type": "funding", "road": 10, "fire": 5, "police": 15}], "actions_dropped": 0, "results": ["OK tax rate set to 5%", "OK funding set: road 10%, fire 5%, police 15%"], "state": {"population_now": 5300, "funds": 806, "score": 409, "tax": 3}, "info": {"unpowered_zones": 2, "zones_r": 129, "zones_c": 66, "zones_i": 86, "free_sites": 10}, "wall_s": 1465.2}
{"turn": 32, "date": "Oct 1979", "model": "typesafe/jev-router", "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: $806   tax rate 5%   funding: road 10%, fire 5%, police 15%\n  last January's budget: tax income $182, requested road $2,488, fire $700, police $1,600; cash flow $-4,606/yr\nPOPULATION: 5,240 now (official census 7,740, Town); residents 102, commerce 8, industry 12 (engine units)\nZONES: residential 129, commercial 66, industrial 86; unpowered zones: 2\nDEMAND (-100..+100, positive = the city wants more of it): residential -100, commercial -100, industrial -100\nCITY SCORE (re-evaluated each January, like the official census): 409 / 1000 (change -106 at the last evaluation); approval 36%; top problems (share of citizens): taxes 10%, housing costs 8%, crime 4%, pollution 4%\nAVERAGES (0-255, lower is better except land value): crime 19, pollution 51, traffic 2, land value 67\nSERVICES: coal plants 2, nuclear 3, police 16, fire stations 6, stadiums 1, seaports 1, airports 1; road tiles 2285, rail tiles 598; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 19); population must be >= 25,000\n\nBUILDINGS (top-left; * = unpowered): coal power plant x2: (44,74) (113,32); nuclear power plant x3: (107,95) (111,95) (115,95); police station x16: (5,74) (10,35) (18,23) (18,52) (26,35) (35,23) (35,40) (43,35) (47,14) (52,48) (56,72) (77,26) (81,23) (92,42) (102,9) (102,31); fire station x6: (18,14) (18,48) (43,19) (47,31) (64,48) (98,31); stadium x1: (87,53); seaport x1: (103,42); airport x1: (69,11)\nUNPOWERED ZONES (top-left): (10,43) (48,0)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (65,6) (82,55) (68,6) (52,0) (71,6) (51,78) (74,6) (46,79) (30,3) (14,19)\nLARGE OPEN AREAS (top-left, size): (94,63) 26x26 (70,67) 22x22 (105,0) 15x15 (54,75) 14x14 (0,12) 10x10 (5,82) 10x10\nHOT SPOTS (value@tile range): crime: 174@(24-25,74-75) 140@(16-17,70-71) 138@(24-25,76-77); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15); traffic: 84@(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 .\"\"#\"\"\".\"\".\"\"\"#\"\"\"\"\".\"\"\"rr\"\"...\"\"\"\"\"..\"\"\"\"\"\".\"\"\"#\".\"\"\"\"\"\"\"\"\"\ny=  2 .\"\"#RR\"\"\"\"\"\"\"\"#\"\"\"\"\".\"\"\"rrk\"CCCCC\"\"\"..\"\"\"\"\"\"\"\"\"\"#\"\"\"\"\"\"\"..\"\"\ny=  4 .\"\"#RR\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"\"\"#\"\"CCCCC\"\"\"\".\"\".\"\"\"\"\"CC#\"\"\"\"\"\"\"\"\"\".\ny=  6 .\"\"#RR++++++++#RRk\"k\"kk.k#k\"IIIIk\"\"\"..\"\"CC\"\"\"\"CC#CC.\"\"\"\"\"\"\".\ny=  8 \"\"\".RR#########RR#..\"#######IIII########CC#######CCPP\".\"\"\"..\ny= 10 \"\"\".....#RRRRRRCC#kk,IIII#IIIIIIIIAAAAIIRRRR#RRRRRRPP..\"\"\"\"\"\ny= 12 ..\".....#RRRRRRCC####IIII#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##PPRRRRRRPPRRIIII#IIIIIIIIIIIIIIPP###RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#PPRRRRRRPPRRIIII#IIIIIIIIIIIIIIPPkk#RRRRkkk=RRII\"\"\"\ny= 26 \"RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIPPRRRR#RRRRRRRRIIIIII\"\ny= 28 .RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIPPRRRR#RRRRRRRRIIIIII~\ny= 30 .####RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII###\"~\ny= 32 \"\"\"\"#RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII#EEE~\ny= 34 \"\"\"\"#PPRRRRRRPPCCCCCCPPCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#EEE~\ny= 36 \"\"\"\"#PPRRRRRRPPCCCCCCPPCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#\"~~~\ny= 38 \"\"\".####################################################~~~~\ny= 40 \"\"\".=k#RRRRRRRR=kPPCCRRCC#CCRRRRRRRRRRRRRRRR############~~~~\ny= 42 \"\"\"\"=rrRRRRRRRR##PPCCRRCC#CCRRRRRRRRRRRRRRRRIIPPIIIOOOI#~~~~\ny= 44 \"\"\"\"=rrRRRRRRRRCCCCCCCCCC#CCk#kkk=RRRRRRRR#kIIPPIIIOOOI~~~~~\ny= 46 \"\"\"\"###RRRRRRRRCCCCCCCCCC#CC######RRRRRRRR~~+~~~~~~~~~~~~~~~\ny= 48 .RRR#RRRRFFRRRRCCCCCCCCCC#PPCCRRFFRRRR#~#~~++~~~~~~~~~~~~~~~\ny= 50 #RRR#RRRRFFRRRRCCCCCCCCCC#PPCCRRFFRRRR~~#~~+\"\"~~~~~~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~~~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~###SSS~~~~~~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#~~~~~\"\"\"SSS~~~~~~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"\"\"\"~~~~~~~\"~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCCCCCCC#CCCC#~~~~~~~~\"\"\"~~~~~~~\"\"\"\".\"\"~~~~\ny= 62 \"\".\"IIII#IIIIIICCCCCCCCCC#CC~~~~~~~~~~~~~~~~~~~~\"\"\"\"\"...\"\"\"~\ny= 64 \"\"..IIII#IIIIIICCCCCC###=##~~~~~~~~~~~~~~~~~~~\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC+~~=#~~~~~~~~~~~~~~~~~\"\".\"\"\"\"\"\".\"\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC##+~~=##II~\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~+~~=#III\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~+~~=#IIPP\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..PPIIII#IIIIIICC~~~IIEE=CC\"PP\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"..\"\".\ny= 76 \"\"PP#############~~~IIEE=CC\"\"\"\".\"\"\".\"......\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"\"\"IIII#IIIIII~~~~II#####\"\"\"\"\".\"\"\".\"\"\"..\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 80 \"\"\".IIII#IIIIII~~~~II#\"\"=#\"\".\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 82 \"\"\"\",,,,=IIII~~~~~\"##II+=CC..\"\"..\"\".\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"..\"\"\"\ny= 84 .\"\"\",.,.#IIII~~~~\"\"#III##CC\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\".\"\"\ny= 86 ~\"\".,,,,====~~~~\"\"##IICC=\"\"\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\".\"\"\ny= 88 ~\"\"\",.,.=~==~~~.\"\"#\"\"#CC====================================\ny= 90 ~~\"\",,.~===~~~~.\"\"#\"\"#.\"\"\"\".\"\"\"\"\".=.\"\"\"\".\"\"\".\"\"\".\"\"\"\".\",,,,,\ny= 92 \"~~~,~.~===~~~~\"\"\"#.\"#\"\"\"\"\"\"\"\"\"\"\".=\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\",,,,,\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 10%, fire 5%, police 15%\nYOUR NOTES FROM LAST TURN: Check the January 1980 budget, crime, population, and demand. If demand recovers, prioritize growth in existing powered zones; only two zones currently lack power.", "raw": "{\"thoughts\": \"Funds are almost gone and tax income is tiny, so the tax rate earns next to nothing. Demand is -100 for every zone type, and population is far below 25,000. Setting tax to 0% gives the biggest growth boost at little cost. We can still pay the reduced January budget of about $525, and crime is already well under 60.\", \"notes\": \"Tax set to 0 to boost demand. Check whether demand turns positive and population rises. Keep police funding at 15% or more; crime is 19, well under the goal of 60. Don't spend below about $550 before January 1980.\", \"actions\": [{\"type\": \"tax\", \"rate\": 0}, {\"type\": \"funding\", \"road\": 10, \"fire\": 5, \"police\": 15}]}", "routed_model": "anthropic/claude-opus-5.5", "usage": {"prompt_tokens": 5762, "completion_tokens": 832, "total_tokens": 6594, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 0, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.039688, "upstream_inference_prompt_cost": 0.023048, "upstream_inference_completions_cost": 0.01664}, "completion_tokens_details": {"reasoning_tokens": 587, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.039688, "latency_s": 15.4, "thoughts": "Funds are almost gone and tax income is tiny, so the tax rate earns next to nothing. Demand is -100 for every zone type, and population is far below 25,000. Setting tax to 0% gives the biggest growth boost at little cost. We can still pay the reduced January budget of about $525, and crime is already well under 60.", "notes": "Tax set to 0 to boost demand. Check whether demand turns positive and population rises. Keep police funding at 15% or more; crime is 19, well under the goal of 60. Don't spend below about $550 before January 1980.", "actions": [{"type": "tax", "rate": 0}, {"type": "funding", "road": 10, "fire": 5, "police": 15}], "actions_dropped": 0, "results": ["OK tax rate set to 0%", "OK funding set: road 10%, fire 5%, police 15%"], "state": {"population_now": 5240, "funds": 806, "score": 409, "tax": 5}, "info": {"unpowered_zones": 2, "zones_r": 129, "zones_c": 66, "zones_i": 86, "free_sites": 10}, "wall_s": 1480.7}
{"turn": 33, "date": "Jan 1980", "model": "typesafe/jev-router", "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: $291   tax rate 0%   funding: road 10%, fire 5%, police 15%\n  last January's budget: tax income $0, requested road $2,450, fire $600, police $1,600; cash flow $-4,650/yr\nPOPULATION: 4,740 now (official census 4,720, Town); residents 101, commerce 6, industry 11 (engine units)\nZONES: residential 129, commercial 66, industrial 86; unpowered zones: 2\nDEMAND (-100..+100, positive = the city wants more of it): residential -89, commercial -88, industrial -86\nCITY SCORE (re-evaluated each January, like the official census): 367 / 1000 (change -42 at the last evaluation); approval 31%; top problems (share of citizens): pollution 14%, housing costs 9%, crime 4%\nAVERAGES (0-255, lower is better except land value): crime 19, pollution 52, traffic 2, land value 67\nSERVICES: coal plants 2, nuclear 3, police 16, fire stations 6, stadiums 1, seaports 1, airports 1; road tiles 2291, rail tiles 598; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 19); population must be >= 25,000\n\nBUILDINGS (top-left; * = unpowered): coal power plant x2: (44,74) (113,32); nuclear power plant x3: (107,95) (111,95) (115,95); police station x16: (5,74) (10,35) (18,23) (18,52) (26,35) (35,23) (35,40) (43,35) (47,14) (52,48) (56,72) (77,26) (81,23) (92,42) (102,9) (102,31); fire station x6: (18,14) (18,48) (43,19) (47,31) (64,48) (98,31); stadium x1: (87,53); seaport x1: (103,42); airport x1: (69,11)\nUNPOWERED ZONES (top-left): (10,43) (48,0)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (65,6) (82,55) (68,6) (52,0) (71,6) (51,78) (74,6) (46,79) (30,3) (14,19)\nLARGE OPEN AREAS (top-left, size): (94,63) 26x26 (70,67) 22x22 (105,0) 15x15 (54,75) 14x14 (0,12) 10x10 (5,82) 10x10\nHOT SPOTS (value@tile range): crime: 174@(24-25,74-75) 138@(24-25,76-77) 138@(24-25,72-73); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15); traffic: 144@(28-29,72-73) 144@(24-25,72-73) 78@(26-27,72-73)\n\nMAP (1 char = 2x2 tiles; the char at column c, row r covers x=2c..2c+1, y=2r..2r+1).\nLegend: . empty land  \" trees  ~ water  , rubble  * fire  w flood  ! radiation  # road  = rail  + power line  R/C/I zones (lowercase = unpowered)  E coal plant  N nuclear  P police  F fire station  S stadium  O seaport  A airport  H hospital/church  k park\n      0    10   20   30   40   50   60   70   80   90   100  110     <- x\ny=  0 .\"\"#\"\"\".\"\".\"\"\"#\"\"\"\"\".\"\"\"rr\"\"...\"\"\"\"\"..\"\"\"\"\"\".\"\"\"#\".\"\"\"\"\"\"\"\"\"\ny=  2 .\"\"#RR\"\"\"\"\"\"\"\"#\"\"\"\"\".\"\"\"rrk\"CCCCC\"\"\"..\"\"\"\"\"\"\"\"\"\"#\"\"\"\"\"\"\"..\"\"\ny=  4 .\"\"#RR\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"\"\"#\"\"CCCCC\"\"\"\".\"\".\"\"\"\"\"CC#\"\"\"\"\"\"\"\"\"\".\ny=  6 .\"\"#RR++++++++#RRk\"k\"kk.k#k\"IIIIk\"\"\"..\"\"CC\"\"\"\"CC#CC.\"\"\"\"\"\"\".\ny=  8 \"\"\".RR#########RR#..\"#######IIII########CC#######CCPP\".\"\"\"..\ny= 10 \"\"\".....#RRRRRRCC#kk,IIII#IIIIIIIIAAAAIIRRRR#RRRRRRPP..\"\"\"\"\"\ny= 12 ..\".....#RRRRRRCC####IIII#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##PPRRRRRRPPRRIIII#IIIIIIIIIIIIIIPP###RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#PPRRRRRRPPRRIIII#IIIIIIIIIIIIIIPPkk#RRRRkkk=RRII\"\"\"\ny= 26 \"RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIPPRRRR#RRRRRRRRIIIIII\"\ny= 28 .RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIPPRRRR#RRRRRRRRIIIIII~\ny= 30 .####RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII###\"~\ny= 32 \"\"\"\"#RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII#EEE~\ny= 34 \"\"\"\"#PPRRRRRRPPCCCCCCPPCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#EEE~\ny= 36 \"\"\"\"#PPRRRRRRPPCCCCCCPPCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#\"~~~\ny= 38 \"\"\".####################################################~~~~\ny= 40 \"\"\".=k#RRRRRRRR=kPPCCRRCC#CCRRRRRRRRRRRRRRRR############~~~~\ny= 42 \"\"\"\"=rrRRRRRRRR##PPCCRRCC#CCRRRRRRRRRRRRRRRRIIPPIIIOOOI#~~~~\ny= 44 \"\"\"\"=rrRRRRRRRRCCCCCCCCCC#CCk#kkk=RRRRRRRR#kIIPPIIIOOOI~~~~~\ny= 46 \"\"\"\"###RRRRRRRRCCCCCCCCCC#CC######RRRRRRRR~~+~~~~~~~~~~~~~~~\ny= 48 .RRR#RRRRFFRRRRCCCCCCCCCC#PPCCRRFFRRRR#~#~~++~~~~~~~~~~~~~~~\ny= 50 #RRR#RRRRFFRRRRCCCCCCCCCC#PPCCRRFFRRRR~~#~~+\"\"~~~~~~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~~~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~###SSS~~~~~~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#~~~~~\"\"\"SSS~~~~~~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"\"\"\"~~~~~~~\"~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCCCCCCC#CCCC#~~~~~~~~\"\"\"~~~~~~~\"\"\"\".\"\"~~~~\ny= 62 \"\".\"IIII#IIIIIICCCCCCCCCC#CC~~~~~~~~~~~~~~~~~~~~\"\"\"\"\"...\"\"\"~\ny= 64 \"\"..IIII#IIIIIICCCCCC###=##~~~~~~~~~~~~~~~~~~~\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC+~~=#~~~~~~~~~~~~~~~~~\"\".\"\"\"\"\"\".\"\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC##+~~=##II~\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~+~~=#III\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~+~~=#IIPP\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..PPIIII#IIIIIICC~~~IIEE=CC\"PP\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"..\"\".\ny= 76 \"\"PP#############~~~IIEE=CC\"\"\"\".\"\"\".\"......\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"\"\"IIII#IIIIII~~~~II#####\"\"\"\"\".\"\"\".\"\"\"..\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 80 \"\"\".IIII#IIIIII~~~~II#\"\"=#\"\".\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 82 \"\"\"\",,,,=IIII~~~~~\"##II+=CC..\"\"..\"\".\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"..\"\"\"\ny= 84 .\"\"\",.,.#IIII~~~~\"\"#III##CC\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\".\"\"\ny= 86 ~\"\".,,,,====~~~~\"\"##IICC=\"\"\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\".\"\"\ny= 88 ~\"\"\",.,.=~==~~~.\"\"#\"\"#CC====================================\ny= 90 ~~\"\",,.~===~~~~.\"\"#\"\"#.\"\"\"\".\"\"\"\"\".=.\"\"\"\".\"\"\".\"\"\".\"\"\"\".\",,,,,\ny= 92 \"~~~,~.~===~~~~\"\"\"#.\"#\"\"\"\"\"\"\"\"\"\"\".=\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\",,,,,\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 10%, fire 5%, police 15%\nYOUR NOTES FROM LAST TURN: Tax set to 0 to boost demand. Check whether demand turns positive and population rises. Keep police funding at 15% or more; crime is 19, well under the goal of 60. Don't spend below about $550 before January 1980.", "raw": "{\"thoughts\": \"Population goal (25,000) is out of reach with demand at -89 across the board and no money; the achievable objective is keeping average crime under 60. With 0% tax we have no income to pay police, so I restore a moderate tax to keep police funded through the last two years and shift funding priority to police.\", \"notes\": \"Jan 1980: crime 19 (goal <60). Tax raised to 9% so January 1981 collects income to keep police paid. Funding: road 5, fire 0, police 30. Don't spend the treasury; just keep crime low until Jan 1982.\", \"actions\": [{\"type\": \"tax\", \"rate\": 9}, {\"type\": \"funding\", \"road\": 5, \"fire\": 0, \"police\": 30}]}", "routed_model": "anthropic/claude-fable-5.1", "usage": {"prompt_tokens": 5801, "completion_tokens": 1486, "total_tokens": 7287, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 0, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.13231, "upstream_inference_prompt_cost": 0.05801, "upstream_inference_completions_cost": 0.0743}, "completion_tokens_details": {"reasoning_tokens": 1244, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.13231, "latency_s": 28.78, "thoughts": "Population goal (25,000) is out of reach with demand at -89 across the board and no money; the achievable objective is keeping average crime under 60. With 0% tax we have no income to pay police, so I restore a moderate tax to keep police funded through the last two years and shift funding priority to police.", "notes": "Jan 1980: crime 19 (goal <60). Tax raised to 9% so January 1981 collects income to keep police paid. Funding: road 5, fire 0, police 30. Don't spend the treasury; just keep crime low until Jan 1982.", "actions": [{"type": "tax", "rate": 9}, {"type": "funding", "road": 5, "fire": 0, "police": 30}], "actions_dropped": 0, "results": ["OK tax rate set to 9%", "OK funding set: road 5%, fire 0%, police 30%"], "state": {"population_now": 4740, "funds": 291, "score": 367, "tax": 0}, "info": {"unpowered_zones": 2, "zones_r": 129, "zones_c": 66, "zones_i": 86, "free_sites": 10}, "wall_s": 1509.7}
{"turn": 34, "date": "Apr 1980", "model": "typesafe/jev-router", "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: $291   tax rate 9%   funding: road 5%, fire 0%, police 30%\n  last January's budget: tax income $0, requested road $2,450, fire $600, police $1,600; cash flow $-4,650/yr\nPOPULATION: 4,220 now (official census 4,720, Town); residents 91, commerce 6, industry 9 (engine units)\nZONES: residential 129, commercial 66, industrial 86; unpowered zones: 2\nDEMAND (-100..+100, positive = the city wants more of it): residential -100, commercial -100, industrial -100\nCITY SCORE (re-evaluated each January, like the official census): 367 / 1000 (change -42 at the last evaluation); approval 31%; top problems (share of citizens): pollution 14%, housing costs 9%, crime 4%\nAVERAGES (0-255, lower is better except land value): crime 18, pollution 50, traffic 2, land value 67\nSERVICES: coal plants 2, nuclear 3, police 16, fire stations 6, stadiums 1, seaports 1, airports 1; road tiles 2285, rail tiles 598; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 18); population must be >= 25,000\n\nBUILDINGS (top-left; * = unpowered): coal power plant x2: (44,74) (113,32); nuclear power plant x3: (107,95) (111,95) (115,95); police station x16: (5,74) (10,35) (18,23) (18,52) (26,35) (35,23) (35,40) (43,35) (47,14) (52,48) (56,72) (77,26) (81,23) (92,42) (102,9) (102,31); fire station x6: (18,14) (18,48) (43,19) (47,31) (64,48) (98,31); stadium x1: (87,53); seaport x1: (103,42); airport x1: (69,11)\nUNPOWERED ZONES (top-left): (10,43) (48,0)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (65,6) (82,55) (68,6) (52,0) (71,6) (51,78) (74,6) (46,79) (30,3) (14,19)\nLARGE OPEN AREAS (top-left, size): (94,63) 26x26 (70,67) 22x22 (105,0) 15x15 (54,75) 14x14 (0,12) 10x10 (5,82) 10x10\nHOT SPOTS (value@tile range): crime: 174@(24-25,74-75) 138@(24-25,76-77) 138@(24-25,72-73); 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 .\"\"#\"\"\".\"\".\"\"\"#\"\"\"\"\".\"\"\"rr\"\"...\"\"\"\"\"..\"\"\"\"\"\".\"\"\"#\".\"\"\"\"\"\"\"\"\"\ny=  2 .\"\"#RR\"\"\"\"\"\"\"\"#\"\"\"\"\".\"\"\"rrk\"CCCCC\"\"\"..\"\"\"\"\"\"\"\"\"\"#\"\"\"\"\"\"\"..\"\"\ny=  4 .\"\"#RR\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"\"\"#\"\"CCCCC\"\"\"\".\"\".\"\"\"\"\"CC#\"\"\"\"\"\"\"\"\"\".\ny=  6 .\"\"#RR++++++++#RRk\"k\"kk.k#k\"IIIIk\"\"\"..\"\"CC\"\"\"\"CC#CC.\"\"\"\"\"\"\".\ny=  8 \"\"\".RR#########RR#..\"#######IIII########CC#######CCPP\".\"\"\"..\ny= 10 \"\"\".....#RRRRRRCC#kk,IIII#IIIIIIIIAAAAIIRRRR#RRRRRRPP..\"\"\"\"\"\ny= 12 ..\".....#RRRRRRCC####IIII#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##PPRRRRRRPPRRIIII#IIIIIIIIIIIIIIPP###RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#PPRRRRRRPPRRIIII#IIIIIIIIIIIIIIPPkk#RRRRkkk=RRII\"\"\"\ny= 26 \"RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIPPRRRR#RRRRRRRRIIIIII\"\ny= 28 .RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIPPRRRR#RRRRRRRRIIIIII~\ny= 30 .####RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII###\"~\ny= 32 \"\"\"\"#RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII#EEE~\ny= 34 \"\"\"\"#PPRRRRRRPPCCCCCCPPCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#EEE~\ny= 36 \"\"\"\"#PPRRRRRRPPCCCCCCPPCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#\"~~~\ny= 38 \"\"\".####################################################~~~~\ny= 40 \"\"\".=k#RRRRRRRR=kPPCCRRCC#CCRRRRRRRRRRRRRRRR############~~~~\ny= 42 \"\"\"\"=rrRRRRRRRR##PPCCRRCC#CCRRRRRRRRRRRRRRRRIIPPIIIOOOI#~~~~\ny= 44 \"\"\"\"=rrRRRRRRRRCCCCCCCCCC#CCk#kkk=RRRRRRRR#kIIPPIIIOOOI~~~~~\ny= 46 \"\"\"\"###RRRRRRRRCCCCCCCCCC#CC######RRRRRRRR~~+~~~~~~~~~~~~~~~\ny= 48 .RRR#RRRRFFRRRRCCCCCCCCCC#PPCCRRFFRRRR#~#~~++~~~~~~~~~~~~~~~\ny= 50 #RRR#RRRRFFRRRRCCCCCCCCCC#PPCCRRFFRRRR~~#~~+\"\"~~~~~~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~~~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~###SSS~~~~~~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#~~~~~\"\"\"SSS~~~~~~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"\"\"\"~~~~~~~\"~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCCCCCCC#CCCC#~~~~~~~~\"\"\"~~~~~~~\"\"\"\".\"\"~~~~\ny= 62 \"\".\"IIII#IIIIIICCCCCCCCCC#CC~~~~~~~~~~~~~~~~~~~~\"\"\"\"\"...\"\"\"~\ny= 64 \"\"..IIII#IIIIIICCCCCC###=##~~~~~~~~~~~~~~~~~~~\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC+~~=#~~~~~~~~~~~~~~~~~\"\".\"\"\"\"\"\".\"\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC##+~~=##II~\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~+~~=#III\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~+~~=#IIPP\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..PPIIII#IIIIIICC~~~IIEE=CC\"PP\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"..\"\".\ny= 76 \"\"PP#############~~~IIEE=CC\"\"\"\".\"\"\".\"......\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"\"\"IIII#IIIIII~~~~II#####\"\"\"\"\".\"\"\".\"\"\"..\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 80 \"\"\".IIII#IIIIII~~~~II#\"\"=#\"\".\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 82 \"\"\"\",,,,=IIII~~~~~\"##II+=CC..\"\"..\"\".\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"..\"\"\"\ny= 84 .\"\"\",.,.#IIII~~~~\"\"#III##CC\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\".\"\"\ny= 86 ~\"\".,,,,====~~~~\"\"##IICC=\"\"\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\".\"\"\ny= 88 ~\"\"\",.,.=~==~~~.\"\"#\"\"#CC====================================\ny= 90 ~~\"\",,.~===~~~~.\"\"#\"\"#.\"\"\"\".\"\"\"\"\".=.\"\"\"\".\"\"\".\"\"\".\"\"\"\".\",,,,,\ny= 92 \"~~~,~.~===~~~~\"\"\"#.\"#\"\"\"\"\"\"\"\"\"\"\".=\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\",,,,,\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 9% | OK funding set: road 5%, fire 0%, police 30%\nYOUR NOTES FROM LAST TURN: Jan 1980: crime 19 (goal <60). Tax raised to 9% so January 1981 collects income to keep police paid. Funding: road 5, fire 0, police 30. Don't spend the treasury; just keep crime low until Jan 1982.", "raw": "{\"thoughts\":\"Crime is already below the deadline threshold, but population is far below 25,000 and all zone demand is negative. With tax income at zero, I\u2019ll remove the tax barrier to growth while preserving the remaining funds and existing police coverage.\",\"notes\":\"Apr 1980: population 4,220; crime 18. Check whether eliminating taxes improves demand or population. Keep police funding at 30% to protect the crime goal; avoid spending the $291 reserve.\",\"actions\":[{\"type\":\"tax\",\"rate\":0}]}", "routed_model": "openai/gpt-6-sol", "usage": {"prompt_tokens": 3790, "completion_tokens": 632, "total_tokens": 4422, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 3788, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.0173734, "upstream_inference_prompt_cost": 0.0104214, "upstream_inference_completions_cost": 0.006952}, "completion_tokens_details": {"reasoning_tokens": 516, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.0173734, "latency_s": 7.69, "thoughts": "Crime is already below the deadline threshold, but population is far below 25,000 and all zone demand is negative. With tax income at zero, I\u2019ll remove the tax barrier to growth while preserving the remaining funds and existing police coverage.", "notes": "Apr 1980: population 4,220; crime 18. Check whether eliminating taxes improves demand or population. Keep police funding at 30% to protect the crime goal; avoid spending the $291 reserve.", "actions": [{"type": "tax", "rate": 0}], "actions_dropped": 0, "results": ["OK tax rate set to 0%"], "state": {"population_now": 4220, "funds": 291, "score": 367, "tax": 9}, "info": {"unpowered_zones": 2, "zones_r": 129, "zones_c": 66, "zones_i": 86, "free_sites": 10}, "wall_s": 1517.6}
{"turn": 35, "date": "Jul 1980", "model": "typesafe/jev-router", "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: $291   tax rate 0%   funding: road 5%, fire 0%, police 30%\n  last January's budget: tax income $0, requested road $2,450, fire $600, police $1,600; cash flow $-4,650/yr\nPOPULATION: 3,920 now (official census 4,720, Town); residents 84, commerce 5, industry 9 (engine units)\nZONES: residential 129, commercial 66, industrial 86; unpowered zones: 2\nDEMAND (-100..+100, positive = the city wants more of it): residential -65, commercial -57, industrial -53\nCITY SCORE (re-evaluated each January, like the official census): 367 / 1000 (change -42 at the last evaluation); approval 31%; top problems (share of citizens): pollution 14%, housing costs 9%, crime 4%\nAVERAGES (0-255, lower is better except land value): crime 18, pollution 51, traffic 2, land value 67\nSERVICES: coal plants 2, nuclear 3, police 16, fire stations 6, stadiums 1, seaports 1, airports 1; road tiles 2315, rail tiles 598; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 18); population must be >= 25,000\n\nBUILDINGS (top-left; * = unpowered): coal power plant x2: (44,74) (113,32); nuclear power plant x3: (107,95) (111,95) (115,95); police station x16: (5,74) (10,35) (18,23) (18,52) (26,35) (35,23) (35,40) (43,35) (47,14) (52,48) (56,72) (77,26) (81,23) (92,42) (102,9) (102,31); fire station x6: (18,14) (18,48) (43,19) (47,31) (64,48) (98,31); stadium x1: (87,53); seaport x1: (103,42); airport x1: (69,11)\nUNPOWERED ZONES (top-left): (10,43) (48,0)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (65,6) (82,55) (68,6) (52,0) (71,6) (51,78) (74,6) (46,79) (30,3) (14,19)\nLARGE OPEN AREAS (top-left, size): (94,63) 26x26 (70,67) 22x22 (105,0) 15x15 (54,75) 14x14 (0,12) 10x10 (5,82) 10x10\nHOT SPOTS (value@tile range): crime: 174@(24-25,74-75) 138@(24-25,76-77) 138@(24-25,72-73); 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 .\"\"#\"\"\".\"\".\"\"\"#\"\"\"\"\".\"\"\"rr\"\"...\"\"\"\"\"..\"\"\"\"\"\".\"\"\"#\".\"\"\"\"\"\"\"\"\"\ny=  2 .\"\"#RR\"\"\"\"\"\"\"\"#\"\"\"\"\".\"\"\"rrk\"CCCCC\"\"\"..\"\"\"\"\"\"\"\"\"\"#\"\"\"\"\"\"\"..\"\"\ny=  4 .\"\"#RR\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"\"\"#\"\"CCCCC\"\"\"\".\"\".\"\"\"\"\"CC#\"\"\"\"\"\"\"\"\"\".\ny=  6 .\"\"#RR++++++++#RRk\"k\"kk.k#k\"IIIIk\"\"\"..\"\"CC\"\"\"\"CC#CC.\"\"\"\"\"\"\".\ny=  8 \"\"\".RR#########RR#..\"#######IIII########CC#######CCPP\".\"\"\"..\ny= 10 \"\"\".....#RRRRRRCC#kk,IIII#IIIIIIIIAAAAIIRRRR#RRRRRRPP..\"\"\"\"\"\ny= 12 ..\".....#RRRRRRCC####IIII#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##PPRRRRRRPPRRIIII#IIIIIIIIIIIIIIPP###RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#PPRRRRRRPPRRIIII#IIIIIIIIIIIIIIPPkk#RRRRkkk=RRII\"\"\"\ny= 26 \"RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIPPRRRR#RRRRRRRRIIIIII\"\ny= 28 .RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIPPRRRR#RRRRRRRRIIIIII~\ny= 30 .####RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII###\"~\ny= 32 \"\"\"\"#RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII#EEE~\ny= 34 \"\"\"\"#PPRRRRRRPPCCCCCCPPCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#EEE~\ny= 36 \"\"\"\"#PPRRRRRRPPCCCCCCPPCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#\"~~~\ny= 38 \"\"\".####################################################~~~~\ny= 40 \"\"\".=k#RRRRRRRR=kPPCCRRCC#CCRRRRRRRRRRRRRRRR############~~~~\ny= 42 \"\"\"\"=rrRRRRRRRR##PPCCRRCC#CCRRRRRRRRRRRRRRRRIIPPIIIOOOI#~~~~\ny= 44 \"\"\"\"=rrRRRRRRRRCCCCCCCCCC#CCk#kkk=RRRRRRRR#kIIPPIIIOOOI~~~~~\ny= 46 \"\"\"\"###RRRRRRRRCCCCCCCCCC#CC######RRRRRRRR~~+~~~~~~~~~~~~~~~\ny= 48 .RRR#RRRRFFRRRRCCCCCCCCCC#PPCCRRFFRRRR#~#~~++~~~~~~~~~~~~~~~\ny= 50 #RRR#RRRRFFRRRRCCCCCCCCCC#PPCCRRFFRRRR~~#~~+\"\"~~~~~~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~~~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~###SSS~~~~~~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#~~~~~\"\"\"SSS~~~~~~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"\"\"\"~~~~~~~\"~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCCCCCCC#CCCC#~~~~~~~~\"\"\"~~~~~~~\"\"\"\".\"\"~~~~\ny= 62 \"\".\"IIII#IIIIIICCCCCCCCCC#CC~~~~~~~~~~~~~~~~~~~~\"\"\"\"\"...\"\"\"~\ny= 64 \"\"..IIII#IIIIIICCCCCC###=##~~~~~~~~~~~~~~~~~~~\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC+~~=#~~~~~~~~~~~~~~~~~\"\".\"\"\"\"\"\".\"\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC##+~~=##II~\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~+~~=#III\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~+~~=#IIPP\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..PPIIII#IIIIIICC~~~IIEE=CC\"PP\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"..\"\".\ny= 76 \"\"PP#############~~~IIEE=CC\"\"\"\".\"\"\".\"......\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"\"\"IIII#IIIIII~~~~II#####\"\"\"\"\".\"\"\".\"\"\"..\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 80 \"\"\".IIII#IIIIII~~~~II#\"\"=#\"\".\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 82 \"\"\"\",,,,=IIII~~~~~\"##II+=CC..\"\"..\"\".\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"..\"\"\"\ny= 84 .\"\"\",.,.#IIII~~~~\"\"#III##CC\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\".\"\"\ny= 86 ~\"\".,,,,====~~~~\"\"##IICC=\"\"\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\".\"\"\ny= 88 ~\"\"\",.,.=~==~~~.\"\"#\"\"#CC====================================\ny= 90 ~~\"\",,.~===~~~~.\"\"#\"\"#.\"\"\"\".\"\"\"\"\".=.\"\"\"\".\"\"\".\"\"\".\"\"\"\".\",,,,,\ny= 92 \"~~~,~.~===~~~~\"\"\"#.\"#\"\"\"\"\"\"\"\"\"\"\".=\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\",,,,,\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%\nYOUR NOTES FROM LAST TURN: Apr 1980: population 4,220; crime 18. Check whether eliminating taxes improves demand or population. Keep police funding at 30% to protect the crime goal; avoid spending the $291 reserve.", "raw": "{\"thoughts\":\"Crime is safely below 60, but population has fallen to 3,920 and all three types of development have strongly negative demand. I\u2019ll keep taxes at 0% to give growth its best chance, maintain police funding, and preserve the small cash reserve.\",\"notes\":\"Jul 1980: population 3,920; crime 18; funds $291. Check next turn whether zero taxes improve demand or slow population loss. Deadline Jan 1982; population must reach 25,000.\",\"actions\":[]}", "routed_model": "openai/gpt-6-sol", "usage": {"prompt_tokens": 3770, "completion_tokens": 630, "total_tokens": 4400, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 3768, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.0172964, "upstream_inference_prompt_cost": 0.0103664, "upstream_inference_completions_cost": 0.00693}, "completion_tokens_details": {"reasoning_tokens": 516, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.0172964, "latency_s": 8.21, "thoughts": "Crime is safely below 60, but population has fallen to 3,920 and all three types of development have strongly negative demand. I\u2019ll keep taxes at 0% to give growth its best chance, maintain police funding, and preserve the small cash reserve.", "notes": "Jul 1980: population 3,920; crime 18; funds $291. Check next turn whether zero taxes improve demand or slow population loss. Deadline Jan 1982; population must reach 25,000.", "actions": [], "actions_dropped": 0, "results": [], "state": {"population_now": 3920, "funds": 291, "score": 367, "tax": 0}, "info": {"unpowered_zones": 2, "zones_r": 129, "zones_c": 66, "zones_i": 86, "free_sites": 10}, "wall_s": 1525.9}
{"turn": 36, "date": "Oct 1980", "model": "typesafe/jev-router", "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: $291   tax rate 0%   funding: road 5%, fire 0%, police 30%\n  last January's budget: tax income $0, requested road $2,450, fire $600, police $1,600; cash flow $-4,650/yr\nPOPULATION: 4,820 now (official census 4,720, Town); residents 89, commerce 8, industry 11 (engine units)\nZONES: residential 129, commercial 66, industrial 86; unpowered zones: 2\nDEMAND (-100..+100, positive = the city wants more of it): residential -26, commercial +3, industrial -2\nCITY SCORE (re-evaluated each January, like the official census): 367 / 1000 (change -42 at the last evaluation); approval 31%; top problems (share of citizens): pollution 14%, housing costs 9%, crime 4%\nAVERAGES (0-255, lower is better except land value): crime 18, pollution 51, traffic 2, land value 67\nSERVICES: coal plants 2, nuclear 3, police 16, fire stations 6, stadiums 1, seaports 1, airports 1; road tiles 2325, rail tiles 598; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 18); population must be >= 25,000\n\nBUILDINGS (top-left; * = unpowered): coal power plant x2: (44,74) (113,32); nuclear power plant x3: (107,95) (111,95) (115,95); police station x16: (5,74) (10,35) (18,23) (18,52) (26,35) (35,23) (35,40) (43,35) (47,14) (52,48) (56,72) (77,26) (81,23) (92,42) (102,9) (102,31); fire station x6: (18,14) (18,48) (43,19) (47,31) (64,48) (98,31); stadium x1: (87,53); seaport x1: (103,42); airport x1: (69,11)\nUNPOWERED ZONES (top-left): (10,43) (48,0)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (65,6) (82,55) (68,6) (52,0) (71,6) (51,78) (74,6) (46,79) (30,3) (14,19)\nLARGE OPEN AREAS (top-left, size): (94,63) 26x26 (70,67) 22x22 (105,0) 15x15 (54,75) 14x14 (0,12) 10x10 (5,82) 10x10\nHOT SPOTS (value@tile range): crime: 150@(24-25,74-75) 128@(112-113,34-35) 128@(112-113,32-33); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15); traffic: 130@(12-13,26-27) 82@(66-67,54-55) 78@(54-55,34-35)\n\nMAP (1 char = 2x2 tiles; the char at column c, row r covers x=2c..2c+1, y=2r..2r+1).\nLegend: . empty land  \" trees  ~ water  , rubble  * fire  w flood  ! radiation  # road  = rail  + power line  R/C/I zones (lowercase = unpowered)  E coal plant  N nuclear  P police  F fire station  S stadium  O seaport  A airport  H hospital/church  k park\n      0    10   20   30   40   50   60   70   80   90   100  110     <- x\ny=  0 .\"\"#\"\"\".\"\".\"\"\"#\"\"\"\"\".\"\"\"rr\"\"...\"\"\"\"\"..\"\"\"\"\"\".\"\"\"#\".\"\"\"\"\"\"\"\"\"\ny=  2 .\"\"#RR\"\"\"\"\"\"\"\"#\"\"\"\"\".\"\"\"rrk\"CCCCC\"\"\"..\"\"\"\"\"\"\"\"\"\"#\"\"\"\"\"\"\"..\"\"\ny=  4 .\"\"#RR\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"\"\"#\"\"CCCCC\"\"\"\".\"\".\"\"\"\"\"CC#\"\"\"\"\"\"\"\"\"\".\ny=  6 .\"\"#RR++++++++#RRk\"k\"kk.k#k\"IIIIk\"\"\"..\"\"CC\"\"\"\"CC#CC.\"\"\"\"\"\"\".\ny=  8 \"\"\".RR#########RR#..\"#######IIII########CC#######CCPP\".\"\"\"..\ny= 10 \"\"\".....#RRRRRRCC#kk,IIII#IIIIIIIIAAAAIIRRRR#RRRRRRPP..\"\"\"\"\"\ny= 12 ..\".....#RRRRRRCC####IIII#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##PPRRRRRRPPRRIIII#IIIIIIIIIIIIIIPP###RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#PPRRRRRRPPRRIIII#IIIIIIIIIIIIIIPPkk#RRRRkkk=RRII\"\"\"\ny= 26 \"RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIPPRRRR#RRRRRRRRIIIIII\"\ny= 28 .RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIPPRRRR#RRRRRRRRIIIIII~\ny= 30 .####RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII###\"~\ny= 32 \"\"\"\"#RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII#EEE~\ny= 34 \"\"\"\"#PPRRRRRRPPCCCCCCPPCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#EEE~\ny= 36 \"\"\"\"#PPRRRRRRPPCCCCCCPPCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#\"~~~\ny= 38 \"\"\".####################################################~~~~\ny= 40 \"\"\".=k#RRRRRRRR=kPPCCRRCC#CCRRRRRRRRRRRRRRRR############~~~~\ny= 42 \"\"\"\"=rrRRRRRRRR##PPCCRRCC#CCRRRRRRRRRRRRRRRRIIPPIIIOOOI#~~~~\ny= 44 \"\"\"\"=rrRRRRRRRRCCCCCCCCCC#CCk#kkk=RRRRRRRR#kIIPPIIIOOOI~~~~~\ny= 46 \"\"\"\"###RRRRRRRRCCCCCCCCCC#CC######RRRRRRRR~~+~~~~~~~~~~~~~~~\ny= 48 .RRR#RRRRFFRRRRCCCCCCCCCC#PPCCRRFFRRRR#~#~~++~~~~~~~~~~~~~~~\ny= 50 #RRR#RRRRFFRRRRCCCCCCCCCC#PPCCRRFFRRRR~~#~~+\"\"~~~~~~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~~~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~###SSS~~~~~~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#~~~~~\"\"\"SSS~~~~~~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"\"\"\"~~~~~~~\"~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCCCCCCC#CCCC#~~~~~~~~\"\"\"~~~~~~~\"\"\"\".\"\"~~~~\ny= 62 \"\".\"IIII#IIIIIICCCCCCCCCC#CC~~~~~~~~~~~~~~~~~~~~\"\"\"\"\"...\"\"\"~\ny= 64 \"\"..IIII#IIIIIICCCCCC###=#~~~~~~~~~~~~~~~~~~~~\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC+~~=#~~~~~~~~~~~~~~~~~\"\".\"\"\"\"\"\".\"\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC##+~~=#~II~\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~+~~=#III\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~+~~=#IIPP\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..PPIIII#IIIIIICC~~~IIEE=CC\"PP\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"..\"\".\ny= 76 \"\"PP#############~~~IIEE=CC\"\"\"\".\"\"\".\"......\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"\"\"IIII#IIIIII~~~~II#####\"\"\"\"\".\"\"\".\"\"\"..\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 80 \"\"\".IIII#IIIIII~~~~II#\"\"=#\"\".\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 82 \"\"\"\",,,,=IIII~~~~~\"##II+=CC..\"\"..\"\".\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"..\"\"\"\ny= 84 .\"\"\",.,.#IIII~~~~\"\"#III##CC\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\".\"\"\ny= 86 ~\"\".,,,,====~~~~\"\"##IICC=\"\"\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\".\"\"\ny= 88 ~\"\"\",.,.=~==~~~.\"\"#\"\"#CC====================================\ny= 90 ~~\"\",,.~===~~~~.\"\"#\"\"#.\"\"\"\".\"\"\"\"\".=.\"\"\"\".\"\"\".\"\"\".\"\"\"\".\",,,,,\ny= 92 \"~~~,~.~===~~~~\"\"\"#.\"#\"\"\"\"\"\"\"\"\"\"\".=\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\",,,,,\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: Jul 1980: population 3,920; crime 18; funds $291. Check next turn whether zero taxes improve demand or slow population loss. Deadline Jan 1982; population must reach 25,000.", "raw": "{\"thoughts\":\"Population rose by 900 last turn, but reaching 25,000 by January 1982 remains a major challenge. I\u2019ll keep taxes at 0% to preserve growth and cut spending enough to avoid exhausting the treasury at the next budget.\",\"notes\":\"Oct 1980: population 4,820, crime 18, funds $291. Check January\u2019s population growth, crime and cash before deciding whether police funding or taxes must rise.\",\"actions\":[{\"type\":\"funding\",\"road\":0,\"fire\":0,\"police\":10}]}", "routed_model": "openai/gpt-6-sol", "usage": {"prompt_tokens": 3787, "completion_tokens": 907, "total_tokens": 4694, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 3785, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.02039015, "upstream_inference_prompt_cost": 0.01041315, "upstream_inference_completions_cost": 0.009977}, "completion_tokens_details": {"reasoning_tokens": 786, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.02039015, "latency_s": 10.5, "thoughts": "Population rose by 900 last turn, but reaching 25,000 by January 1982 remains a major challenge. I\u2019ll keep taxes at 0% to preserve growth and cut spending enough to avoid exhausting the treasury at the next budget.", "notes": "Oct 1980: population 4,820, crime 18, funds $291. Check January\u2019s population growth, crime and cash before deciding whether police funding or taxes must rise.", "actions": [{"type": "funding", "road": 0, "fire": 0, "police": 10}], "actions_dropped": 0, "results": ["OK funding set: road 0%, fire 0%, police 10%"], "state": {"population_now": 4820, "funds": 291, "score": 367, "tax": 0}, "info": {"unpowered_zones": 2, "zones_r": 129, "zones_c": 66, "zones_i": 86, "free_sites": 10}, "wall_s": 1536.6}
{"turn": 37, "date": "Jan 1981", "model": "typesafe/jev-router", "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: $131   tax rate 0%   funding: road 0%, fire 0%, police 10%\n  last January's budget: tax income $0, requested road $2,464, fire $600, police $1,600; cash flow $-4,664/yr\nPOPULATION: 8,840 now (official census 8,340, Town); residents 106, commerce 18, industry 24 (engine units)\nZONES: residential 129, commercial 66, industrial 86; unpowered zones: 2\nDEMAND (-100..+100, positive = the city wants more of it): residential -23, commercial -24, industrial +3\nCITY SCORE (re-evaluated each January, like the official census): 683 / 1000 (change +316 at the last evaluation); approval 74%; top problems (share of citizens): crime 7%, pollution 3%, housing costs 3%\nAVERAGES (0-255, lower is better except land value): crime 19, pollution 47, traffic 0, land value 67\nSERVICES: coal plants 2, nuclear 3, police 16, fire stations 6, stadiums 1, seaports 1, airports 1; road tiles 2325, rail tiles 598; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 19); population must be >= 25,000\n\nBUILDINGS (top-left; * = unpowered): coal power plant x2: (44,74) (113,32); nuclear power plant x3: (107,95) (111,95) (115,95); police station x16: (5,74) (10,35) (18,23) (18,52) (26,35) (35,23) (35,40) (43,35) (47,14) (52,48) (56,72) (77,26) (81,23) (92,42) (102,9) (102,31); fire station x6: (18,14) (18,48) (43,19) (47,31) (64,48) (98,31); stadium x1: (87,53); seaport x1: (103,42); airport x1: (69,11)\nUNPOWERED ZONES (top-left): (10,43) (48,0)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (65,6) (82,55) (68,6) (52,0) (71,6) (51,78) (74,6) (46,79) (30,3) (14,19)\nLARGE OPEN AREAS (top-left, size): (94,63) 26x26 (70,67) 22x22 (105,0) 15x15 (54,75) 14x14 (0,12) 10x10 (5,82) 10x10\nHOT SPOTS (value@tile range): crime: 150@(24-25,74-75) 131@(64-65,54-55) 128@(112-113,34-35); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15)\n\nMAP (1 char = 2x2 tiles; the char at column c, row r covers x=2c..2c+1, y=2r..2r+1).\nLegend: . empty land  \" trees  ~ water  , rubble  * fire  w flood  ! radiation  # road  = rail  + power line  R/C/I zones (lowercase = unpowered)  E coal plant  N nuclear  P police  F fire station  S stadium  O seaport  A airport  H hospital/church  k park\n      0    10   20   30   40   50   60   70   80   90   100  110     <- x\ny=  0 .\"\"#\"\"\".\"\".\"\"\"#\"\"\"\"\".\"\"\"rr\"\"...\"\"\"\"\"..\"\"\"\"\"\".\"\"\"#\".\"\"\"\"\"\"\"\"\"\ny=  2 .\"\"#RR\"\"\"\"\"\"\"\"#\"\"\"\"\".\"\"\"rrk\"CCCCC\"\"\"..\"\"\"\"\"\"\"\"\"\"#\"\"\"\"\"\"\"..\"\"\ny=  4 .\"\"#RR\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"\"\"#\"\"CCCCC\"\"\"\".\"\".\"\"\"\"\"CC#\"\"\"\"\"\"\"\"\"\".\ny=  6 .\"\"#RR++++++++#RRk\"k\"kk.k#k\"IIIIk\"\"\"..\"\"CC\"\"\"\"CC#CC.\"\"\"\"\"\"\".\ny=  8 \"\"\".RR#########RR#..\"#######IIII########CC#######CCPP\".\"\"\"..\ny= 10 \"\"\".....#RRRRRRCC#kk,IIII#IIIIIIIIAAAAIIRRRR#RRRRRRPP..\"\"\"\"\"\ny= 12 ..\".....#RRRRRRCC####IIII#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##PPRRRRRRPPRRIIII#IIIIIIIIIIIIIIPP###RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#PPRRRRRRPPRRIIII#IIIIIIIIIIIIIIPPkk#RRRRkkk=RRII\"\"\"\ny= 26 \"RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIPPRRRR#RRRRRRRRIIIIII\"\ny= 28 .RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIPPRRRR#RRRRRRRRIIIIII~\ny= 30 .####RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII###\"~\ny= 32 \"\"\"\"#RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII#EEE~\ny= 34 \"\"\"\"#PPRRRRRRPPCCCCCCPPCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#EEE~\ny= 36 \"\"\"\"#PPRRRRRRPPCCCCCCPPCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#\"~~~\ny= 38 \"\"\".####################################################~~~~\ny= 40 \"\"\".=k#RRRRRRRR=kPPCCRRCC#CCRRRRRRRRRRRRRRRR############~~~~\ny= 42 \"\"\"\"=rrRRRRRRRR##PPCCRRCC#CCRRRRRRRRRRRRRRRRIIPPIIIOOOI#~~~~\ny= 44 \"\"\"\"=rrRRRRRRRRCCCCCCCCCC#CCk#kkk=RRRRRRRR#kIIPPIIIOOOI~~~~~\ny= 46 \"\"\"\"###RRRRRRRRCCCCCCCCCC#CC######RRRRRRRR~~+~~~~~~~~~~~~~~~\ny= 48 .RRR#RRRRFFRRRRCCCCCCCCCC#PPCCRRFFRRRR#~#~~++~~~~~~~~~~~~~~~\ny= 50 #RRR#RRRRFFRRRRCCCCCCCCCC#PPCCRRFFRRRR~~#~~+\"\"~~~~~~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~~~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~###SSS~~~~~~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#~~~~~\"\"\"SSS~~~~~~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"\"\"\"~~~~~~~\"~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCCCCCCC#CCCC#~~~~~~~~\"\"\"~~~~~~~\"\"\"\".\"\"~~~~\ny= 62 \"\".\"IIII#IIIIIICCCCCCCCCC#CC~~~~~~~~~~~~~~~~~~~~\"\"\"\"\"...\"\"\"~\ny= 64 \"\"..IIII#IIIIIICCCCCC###=#~~~~~~~~~~~~~~~~~~~~\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC+~~=#~~~~~~~~~~~~~~~~~\"\".\"\"\"\"\"\".\"\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC##+~~=#~II~\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~+~~=#III\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~+~~=#IIPP\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..PPIIII#IIIIIICC~~~IIEE=CC\"PP\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"..\"\".\ny= 76 \"\"PP#############~~~IIEE=CC\"\"\"\".\"\"\".\"......\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"\"\"IIII#IIIIII~~~~II#####\"\"\"\"\".\"\"\".\"\"\"..\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 80 \"\"\".IIII#IIIIII~~~~II#\"\"=#\"\".\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 82 \"\"\"\",,,,=IIII~~~~~\"##II+=CC..\"\"..\"\".\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"..\"\"\"\ny= 84 .\"\"\",.,.#IIII~~~~\"\"#III##CC\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\".\"\"\ny= 86 ~\"\".,,,,====~~~~\"\"##IICC=\"\"\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\".\"\"\ny= 88 ~\"\"\",.,.=~==~~~.\"\"#\"\"#CC====================================\ny= 90 ~~\"\",,.~===~~~~.\"\"#\"\"#.\"\"\"\".\"\"\"\"\".=.\"\"\"\".\"\"\".\"\"\".\"\"\"\".\",,,,,\ny= 92 \"~~~,~.~===~~~~\"\"\"#.\"#\"\"\"\"\"\"\"\"\"\"\".=\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\",,,,,\ny= 94 \".~~II#~===~~~\"\"\"\"#\"\"#\"\"\"\"\"\"\".\"\"\"\"=\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"NNNNNNN\ny= 96 \".\"\"II#~==~~~~\"\"\"\"#.\"#\"...\"\"\".\"\"\"\"=\"\"\".\"\"\"\".\"\".\"\"\"\"\"\"NNNNNNN\ny= 98 \"\"\"\"###+=+++++++++#++#++++++++++++=++++++++++++++++++NNNNNNN\n\nEVENTS SINCE LAST TURN: none\nRESULTS OF YOUR LAST ACTIONS: OK funding set: road 0%, fire 0%, police 10%\nYOUR NOTES FROM LAST TURN: Oct 1980: population 4,820, crime 18, funds $291. Check January\u2019s population growth, crime and cash before deciding whether police funding or taxes must rise.", "raw": "{\"thoughts\":\"Crime is safely below 60, and population has risen sharply, but it still needs to reach 25,000. I\u2019ll keep taxes at 0% and avoid spending this quarter to preserve growth.\",\"notes\":\"Jan 1981: population 8,840, crime 19, funds $131. Check whether population continues rising; before Jan 1982, revisit the $160 annual police cost if funds remain low.\",\"actions\":[]}", "routed_model": "openai/gpt-6-sol", "usage": {"prompt_tokens": 3758, "completion_tokens": 763, "total_tokens": 4521, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 3756, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.0187264, "upstream_inference_prompt_cost": 0.0103334, "upstream_inference_completions_cost": 0.008393}, "completion_tokens_details": {"reasoning_tokens": 664, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.0187264, "latency_s": 9.42, "thoughts": "Crime is safely below 60, and population has risen sharply, but it still needs to reach 25,000. I\u2019ll keep taxes at 0% and avoid spending this quarter to preserve growth.", "notes": "Jan 1981: population 8,840, crime 19, funds $131. Check whether population continues rising; before Jan 1982, revisit the $160 annual police cost if funds remain low.", "actions": [], "actions_dropped": 0, "results": [], "state": {"population_now": 8840, "funds": 131, "score": 683, "tax": 0}, "info": {"unpowered_zones": 2, "zones_r": 129, "zones_c": 66, "zones_i": 86, "free_sites": 10}, "wall_s": 1546.2}
{"turn": 38, "date": "Apr 1981", "model": "typesafe/jev-router", "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: $131   tax rate 0%   funding: road 0%, fire 0%, police 10%\n  last January's budget: tax income $0, requested road $2,464, fire $600, police $1,600; cash flow $-4,664/yr\nPOPULATION: 9,920 now (official census 8,340, Town); residents 96, commerce 19, industry 31 (engine units)\nZONES: residential 129, commercial 66, industrial 86; unpowered zones: 2\nDEMAND (-100..+100, positive = the city wants more of it): residential -74, commercial -100, industrial -65\nCITY SCORE (re-evaluated each January, like the official census): 683 / 1000 (change +316 at the last evaluation); approval 74%; top problems (share of citizens): crime 7%, pollution 3%, housing costs 3%\nAVERAGES (0-255, lower is better except land value): crime 19, pollution 50, traffic 0, land value 66\nSERVICES: coal plants 2, nuclear 3, police 16, fire stations 6, stadiums 1, seaports 1, airports 1; road tiles 2315, rail tiles 598; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 19); population must be >= 25,000\n\nBUILDINGS (top-left; * = unpowered): coal power plant x2: (44,74) (113,32); nuclear power plant x3: (107,95) (111,95) (115,95); police station x16: (5,74) (10,35) (18,23) (18,52) (26,35) (35,23) (35,40) (43,35) (47,14) (52,48) (56,72) (77,26) (81,23) (92,42) (102,9) (102,31); fire station x6: (18,14) (18,48) (43,19) (47,31) (64,48) (98,31); stadium x1: (87,53); seaport x1: (103,42); airport x1: (69,11)\nUNPOWERED ZONES (top-left): (10,43) (48,0)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (65,6) (82,55) (68,6) (52,0) (71,6) (51,78) (74,6) (46,79) (30,3) (14,19)\nLARGE OPEN AREAS (top-left, size): (94,63) 26x26 (70,67) 22x22 (105,0) 15x15 (54,75) 14x14 (0,12) 10x10 (5,82) 10x10\nHOT SPOTS (value@tile range): crime: 150@(24-25,74-75) 131@(64-65,54-55) 128@(112-113,34-35); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15); traffic: 76@(62-63,34-35) 76@(60-61,38-39) 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 .\"\"#\"\"\".\"\".\"\"\"#\"\"\"\"\".\"\"\"rr\"\"...\"\"\"\"\"..\"\"\"\"\"\".\"\"\"#\".\"\"\"\"\"\"\"\"\"\ny=  2 .\"\"#RR\"\"\"\"\"\"\"\"#\"\"\"\"\".\"\"\"rrk\"CCCCC\"\"\"..\"\"\"\"\"\"\"\"\"\"#\"\"\"\"\"\"\"..\"\"\ny=  4 .\"\"#RR\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"\"\"#\"\"CCCCC\"\"\"\".\"\".\"\"\"\"\"CC#\"\"\"\"\"\"\"\"\"\".\ny=  6 .\"\"#RR++++++++#RRk\"k\"kk.k#k\"IIIIk\"\"\"..\"\"CC\"\"\"\"CC#CC.\"\"\"\"\"\"\".\ny=  8 \"\"\".RR#########RR#..\"#######IIII########CC#######CCPP\".\"\"\"..\ny= 10 \"\"\".....#RRRRRRCC#kk,IIII#IIIIIIIIAAAAIIRRRR#RRRRRRPP..\"\"\"\"\"\ny= 12 ..\".....#RRRRRRCC####IIII#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##PPRRRRRRPPRRIIII#IIIIIIIIIIIIIIPP###RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#PPRRRRRRPPRRIIII#IIIIIIIIIIIIIIPPkk#RRRRkkk=RRII\"\"\"\ny= 26 \"RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIPPRRRR#RRRRRRRRIIIIII\"\ny= 28 .RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIPPRRRR#RRRRRRRRIIIIII~\ny= 30 .####RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII###\"~\ny= 32 \"\"\"\"#RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII#EEE~\ny= 34 \"\"\"\"#PPRRRRRRPPCCCCCCPPCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#EEE~\ny= 36 \"\"\"\"#PPRRRRRRPPCCCCCCPPCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#\"~~~\ny= 38 \"\"\".####################################################~~~~\ny= 40 \"\"\".=k#RRRRRRRR=kPPCCRRCC#CCRRRRRRRRRRRRRRRR############~~~~\ny= 42 \"\"\"\"=rrRRRRRRRR##PPCCRRCC#CCRRRRRRRRRRRRRRRRIIPPIIIOOOI#~~~~\ny= 44 \"\"\"\"=rrRRRRRRRRCCCCCCCCCC#CCk#kkk=RRRRRRRR#kIIPPIIIOOOI~~~~~\ny= 46 \"\"\"\"###RRRRRRRRCCCCCCCCCC#CC######RRRRRRRR~~+~~~~~~~~~~~~~~~\ny= 48 .RRR#RRRRFFRRRRCCCCCCCCCC#PPCCRRFFRRRR#~#~~++~~~~~~~~~~~~~~~\ny= 50 #RRR#RRRRFFRRRRCCCCCCCCCC#PPCCRRFFRRRR~~#~~+\"\"~~~~~~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~~~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~###SSS~~~~~~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#~~~~~\"\"\"SSS~~~~~~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"\"\"\"~~~~~~~\"~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCCCCCCC#CCCC#~~~~~~~~\"\"\"~~~~~~~\"\"\"\".\"\"~~~~\ny= 62 \"\".\"IIII#IIIIIICCCCCCCCCC#CC~~~~~~~~~~~~~~~~~~~~\"\"\"\"\"...\"\"\"~\ny= 64 \"\"..IIII#IIIIIICCCCCC###=#~~~~~~~~~~~~~~~~~~~~\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC+~~=#~~~~~~~~~~~~~~~~~\"\".\"\"\"\"\"\".\"\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC##+~~=#~II~\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~+~~=#III\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~+~~=#IIPP\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..PPIIII#IIIIIICC~~~IIEE=CC\"PP\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"..\"\".\ny= 76 \"\"PP#############~~~IIEE=CC\"\"\"\".\"\"\".\"......\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"\"\"IIII#IIIIII~~~~II#####\"\"\"\"\".\"\"\".\"\"\"..\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 80 \"\"\".IIII#IIIIII~~~~II#\"\"=#\"\".\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 82 \"\"\"\",,,,=IIII~~~~~\"##II+=CC..\"\"..\"\".\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"..\"\"\"\ny= 84 .\"\"\",.,.#IIII~~~~\"\"#III##CC\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\".\"\"\ny= 86 ~\"\".,,,,====~~~~\"\"##IICC=\"\"\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\".\"\"\ny= 88 ~\"\"\",.,.=~==~~~.\"\"#\"\"#CC====================================\ny= 90 ~~\"\",,.~===~~~~.\"\"#\"\"#.\"\"\"\".\"\"\"\"\".=.\"\"\"\".\"\"\".\"\"\".\"\"\"\".\",,,,,\ny= 92 \"~~~,~.~===~~~~\"\"\"#.\"#\"\"\"\"\"\"\"\"\"\"\".=\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\",,,,,\ny= 94 \".~~II#~===~~~\"\"\"\"#\"\"#\"\"\"\"\"\"\".\"\"\"\"=\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"NNNNNNN\ny= 96 \".\"\"II#~==~~~~\"\"\"\"#.\"#\"...\"\"\".\"\"\"\"=\"\"\".\"\"\"\".\"\".\"\"\"\"\"\"NNNNNNN\ny= 98 \"\"\"\"###+=+++++++++#++#++++++++++++=++++++++++++++++++NNNNNNN\n\nEVENTS SINCE LAST TURN: Population has reached 10,000.\nRESULTS OF YOUR LAST ACTIONS: none\nYOUR NOTES FROM LAST TURN: Jan 1981: population 8,840, crime 19, funds $131. Check whether population continues rising; before Jan 1982, revisit the $160 annual police cost if funds remain low.", "raw": "{\"thoughts\":\"Crime is well below the target, but population is only 9,920 with nine months left and demand is negative across all zone types. I\u2019ll keep taxes at 0% to give population the best chance to recover; the remaining $131 is unlikely to help through new construction.\",\"notes\":\"Apr 1981: population 9,920, crime 19, funds $131. Watch population and crime next turn; the January 1982 deadline is approaching.\",\"actions\":[]}", "routed_model": "openai/gpt-6-sol", "usage": {"prompt_tokens": 3790, "completion_tokens": 566, "total_tokens": 4356, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 3788, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.0166474, "upstream_inference_prompt_cost": 0.0104214, "upstream_inference_completions_cost": 0.006226}, "completion_tokens_details": {"reasoning_tokens": 459, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.0166474, "latency_s": 12.13, "thoughts": "Crime is well below the target, but population is only 9,920 with nine months left and demand is negative across all zone types. I\u2019ll keep taxes at 0% to give population the best chance to recover; the remaining $131 is unlikely to help through new construction.", "notes": "Apr 1981: population 9,920, crime 19, funds $131. Watch population and crime next turn; the January 1982 deadline is approaching.", "actions": [], "actions_dropped": 0, "results": [], "state": {"population_now": 9920, "funds": 131, "score": 683, "tax": 0}, "info": {"unpowered_zones": 2, "zones_r": 129, "zones_c": 66, "zones_i": 86, "free_sites": 10}, "wall_s": 1558.4}
{"turn": 39, "date": "Jul 1981", "model": "typesafe/jev-router", "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: $131   tax rate 0%   funding: road 0%, fire 0%, police 10%\n  last January's budget: tax income $0, requested road $2,464, fire $600, police $1,600; cash flow $-4,664/yr\nPOPULATION: 8,980 now (official census 8,340, Town); residents 81, commerce 16, industry 30 (engine units)\nZONES: residential 129, commercial 66, industrial 86; unpowered zones: 2\nDEMAND (-100..+100, positive = the city wants more of it): residential -100, commercial -100, industrial -100\nCITY SCORE (re-evaluated each January, like the official census): 683 / 1000 (change +316 at the last evaluation); approval 74%; top problems (share of citizens): crime 7%, pollution 3%, housing costs 3%\nAVERAGES (0-255, lower is better except land value): crime 22, pollution 50, traffic 0, land value 66\nSERVICES: coal plants 2, nuclear 3, police 16, fire stations 6, stadiums 1, seaports 1, airports 1; road tiles 2305, rail tiles 598; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 22); population must be >= 25,000\n\nBUILDINGS (top-left; * = unpowered): coal power plant x2: (44,74) (113,32); nuclear power plant x3: (107,95) (111,95) (115,95); police station x16: (5,74) (10,35) (18,23) (18,52) (26,35) (35,23) (35,40) (43,35) (47,14) (52,48) (56,72) (77,26) (81,23) (92,42) (102,9) (102,31); fire station x6: (18,14) (18,48) (43,19) (47,31) (64,48) (98,31); stadium x1: (87,53); seaport x1: (103,42); airport x1: (69,11)\nUNPOWERED ZONES (top-left): (10,43) (48,0)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (65,6) (82,55) (68,6) (52,0) (71,6) (51,78) (74,6) (46,79) (30,3) (14,19)\nLARGE OPEN AREAS (top-left, size): (94,63) 26x26 (70,67) 22x22 (105,0) 15x15 (54,75) 14x14 (0,12) 10x10 (5,82) 10x10\nHOT SPOTS (value@tile range): crime: 184@(18-19,68-69) 177@(108-109,42-43) 171@(108-109,44-45); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15); traffic: 106@(66-67,54-55) 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 .\"\"#\"\"\".\"\".\"\"\"#\"\"\"\"\".\"\"\"rr\"\"...\"\"\"\"\"..\"\"\"\"\"\".\"\"\"#\".\"\"\"\"\"\"\"\"\"\ny=  2 .\"\"#RR\"\"\"\"\"\"\"\"#\"\"\"\"\".\"\"\"rrk\"CCCCC\"\"\"..\"\"\"\"\"\"\"\"\"\"#\"\"\"\"\"\"\"..\"\"\ny=  4 .\"\"#RR\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"\"\"#\"\"CCCCC\"\"\"\".\"\".\"\"\"\"\"CC#\"\"\"\"\"\"\"\"\"\".\ny=  6 .\"\"#RR++++++++#RRk\"k\"kk.k#k\"IIIIk\"\"\"..\"\"CC\"\"\"\"CC#CC.\"\"\"\"\"\"\".\ny=  8 \"\"\".RR#########RR#..\"#######IIII########CC#######CCPP\".\"\"\"..\ny= 10 \"\"\".....#RRRRRRCC#kk,IIII#IIIIIIIIAAAAIIRRRR#RRRRRRPP..\"\"\"\"\"\ny= 12 ..\".....#RRRRRRCC####IIII#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##PPRRRRRRPPRRIIII#IIIIIIIIIIIIIIPP###RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#PPRRRRRRPPRRIIII#IIIIIIIIIIIIIIPPkk#RRRRkkk=RRII\"\"\"\ny= 26 \"RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIPPRRRR#RRRRRRRRIIIIII\"\ny= 28 .RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIPPRRRR#RRRRRRRRIIIIII~\ny= 30 .####RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII###\"~\ny= 32 \"\"\"\"#RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII#EEE~\ny= 34 \"\"\"\"#PPRRRRRRPPCCCCCCPPCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#EEE~\ny= 36 \"\"\"\"#PPRRRRRRPPCCCCCCPPCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#\"~~~\ny= 38 \"\"\".####################################################~~~~\ny= 40 \"\"\".=k#RRRRRRRR=kPPCCRRCC#CCRRRRRRRRRRRRRRRR############~~~~\ny= 42 \"\"\"\"=rrRRRRRRRR##PPCCRRCC#CCRRRRRRRRRRRRRRRRIIPPIIIOOOI#~~~~\ny= 44 \"\"\"\"=rrRRRRRRRRCCCCCCCCCC#CCk#kkk=RRRRRRRR#kIIPPIIIOOOI~~~~~\ny= 46 \"\"\"\"###RRRRRRRRCCCCCCCCCC#CC######RRRRRRRR~~+~~~~~~~~~~~~~~~\ny= 48 .RRR#RRRRFFRRRRCCCCCCCCCC#PPCCRRFFRRRR#~#~~++~~~~~~~~~~~~~~~\ny= 50 #RRR#RRRRFFRRRRCCCCCCCCCC#PPCCRRFFRRRR~~#~~+\"\"~~~~~~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~~~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~###SSS~~~~~~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#~~~~~\"\"\"SSS~~~~~~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"\"\"\"~~~~~~~\"~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCCCCCCC#CCCC#~~~~~~~~\"\"\"~~~~~~~\"\"\"\".\"\"~~~~\ny= 62 \"\".\"IIII#IIIIIICCCCCCCCCC#CC~~~~~~~~~~~~~~~~~~~~\"\"\"\"\"...\"\"\"~\ny= 64 \"\"..IIII#IIIIIICCCCCC###=#~~~~~~~~~~~~~~~~~~~~\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC+~~=#~~~~~~~~~~~~~~~~~\"\".\"\"\"\"\"\".\"\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC##+~~=#~II~\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~+~~=#III\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~+~~=#IIPP\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..PPIIII#IIIIIICC~~~IIEE=CC\"PP\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"..\"\".\ny= 76 \"\"PP#############~~~IIEE=CC\"\"\"\".\"\"\".\"......\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"\"\"IIII#IIIIII~~~~II#####\"\"\"\"\".\"\"\".\"\"\"..\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 80 \"\"\".IIII#IIIIII~~~~II#\"\"=#\"\".\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 82 \"\"\"\",,,,=IIII~~~~~\"##II+=CC..\"\"..\"\".\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"..\"\"\"\ny= 84 .\"\"\",.,.#IIII~~~~\"\"#III##CC\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\".\"\"\ny= 86 ~\"\".,,,,====~~~~\"\"##IICC=\"\"\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\".\"\"\ny= 88 ~\"\"\",.,.=~==~~~.\"\"#\"\"#CC====================================\ny= 90 ~~\"\",,.~===~~~~.\"\"#\"\"#.\"\"\"\".\"\"\"\"\".=.\"\"\"\".\"\"\".\"\"\".\"\"\"\".\",,,,,\ny= 92 \"~~~,~.~===~~~~\"\"\"#.\"#\"\"\"\"\"\"\"\"\"\"\".=\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\",,,,,\ny= 94 \".~~II#~===~~~\"\"\"\"#\"\"#\"\"\"\"\"\"\".\"\"\"\"=\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"NNNNNNN\ny= 96 \".\"\"II#~==~~~~\"\"\"\"#.\"#\"...\"\"\".\"\"\"\"=\"\"\".\"\"\"\".\"\".\"\"\"\"\"\"NNNNNNN\ny= 98 \"\"\"\"###+=+++++++++#++#++++++++++++=++++++++++++++++++NNNNNNN\n\nEVENTS SINCE LAST TURN: Population has reached 2,000.\nRESULTS OF YOUR LAST ACTIONS: none\nYOUR NOTES FROM LAST TURN: Apr 1981: population 9,920, crime 19, funds $131. Watch population and crime next turn; the January 1982 deadline is approaching.", "raw": "{\"thoughts\": \"This is the final turn and there is only $131 in the treasury. Crime is well under the target at 22. Population is about 9,000, and it cannot realistically reach 25,000 in three months with demand at -100 in every zone type. I'll keep the current settings so nothing gets worse before the January 1982 judging.\", \"notes\": \"Final turn, Jul 1981. Crime 22 (goal met). Population about 9,000, short of the 25,000 floor. Treasury $131, tax 0%, police funding 10%, road and fire 0%. No actions taken.\", \"actions\": []}", "routed_model": "anthropic/claude-opus-5.5", "usage": {"prompt_tokens": 5743, "completion_tokens": 347, "total_tokens": 6090, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 0, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.029912, "upstream_inference_prompt_cost": 0.022972, "upstream_inference_completions_cost": 0.00694}, "completion_tokens_details": {"reasoning_tokens": 150, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.029912, "latency_s": 9.8, "thoughts": "This is the final turn and there is only $131 in the treasury. Crime is well under the target at 22. Population is about 9,000, and it cannot realistically reach 25,000 in three months with demand at -100 in every zone type. I'll keep the current settings so nothing gets worse before the January 1982 judging.", "notes": "Final turn, Jul 1981. Crime 22 (goal met). Population about 9,000, short of the 25,000 floor. Treasury $131, tax 0%, police funding 10%, road and fire 0%. No actions taken.", "actions": [], "actions_dropped": 0, "results": [], "state": {"population_now": 8980, "funds": 131, "score": 683, "tax": 0}, "info": {"unpowered_zones": 2, "zones_r": 129, "zones_c": 66, "zones_i": 86, "free_sites": 10}, "wall_s": 1568.4}
{"turn": 40, "date": "Oct 1981", "model": "typesafe/jev-router", "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: $131   tax rate 0%   funding: road 0%, fire 0%, police 10%\n  last January's budget: tax income $0, requested road $2,464, fire $600, police $1,600; cash flow $-4,664/yr\nPOPULATION: 8,160 now (official census 8,340, Town); residents 64, commerce 13, industry 30 (engine units)\nZONES: residential 129, commercial 66, industrial 86; unpowered zones: 2\nDEMAND (-100..+100, positive = the city wants more of it): residential -100, commercial -100, industrial -100\nCITY SCORE (re-evaluated each January, like the official census): 683 / 1000 (change +316 at the last evaluation); approval 74%; top problems (share of citizens): crime 7%, pollution 3%, housing costs 3%\nAVERAGES (0-255, lower is better except land value): crime 22, pollution 49, traffic 0, land value 63\nSERVICES: coal plants 2, nuclear 3, police 16, fire stations 6, stadiums 1, seaports 1, airports 1; road tiles 2285, rail tiles 598; fires burning 0\nSCENARIO GOAL: Average crime < 60 at the deadline (now 22); population must be >= 25,000\n\nBUILDINGS (top-left; * = unpowered): coal power plant x2: (44,74) (113,32); nuclear power plant x3: (107,95) (111,95) (115,95); police station x16: (5,74) (10,35) (18,23) (18,52) (26,35) (35,23) (35,40) (43,35) (47,14) (52,48) (56,72) (77,26) (81,23) (92,42) (102,9) (102,31); fire station x6: (18,14) (18,48) (43,19) (47,31) (64,48) (98,31); stadium x1: (87,53); seaport x1: (103,42); airport x1: (69,11)\nUNPOWERED ZONES (top-left): (10,43) (48,0)\nFREE 3x3 SITES NEXT TO A ROAD (top-left, nearest the city center first): (65,6) (82,55) (68,6) (52,0) (71,6) (51,78) (74,6) (46,79) (30,3) (14,19)\nLARGE OPEN AREAS (top-left, size): (94,63) 26x26 (70,67) 22x22 (105,0) 15x15 (54,75) 14x14 (0,12) 10x10 (5,82) 10x10\nHOT SPOTS (value@tile range): crime: 184@(18-19,68-69) 177@(108-109,42-43) 171@(108-109,44-45); pollution: 255@(72-73,14-15) 255@(72-73,12-13) 255@(70-71,14-15)\n\nMAP (1 char = 2x2 tiles; the char at column c, row r covers x=2c..2c+1, y=2r..2r+1).\nLegend: . empty land  \" trees  ~ water  , rubble  * fire  w flood  ! radiation  # road  = rail  + power line  R/C/I zones (lowercase = unpowered)  E coal plant  N nuclear  P police  F fire station  S stadium  O seaport  A airport  H hospital/church  k park\n      0    10   20   30   40   50   60   70   80   90   100  110     <- x\ny=  0 .\"\"#\"\"\".\"\".\"\"\"#\"\"\"\"\".\"\"\"rr\"\"...\"\"\"\"\"..\"\"\"\"\"\".\"\"\"#\".\"\"\"\"\"\"\"\"\"\ny=  2 .\"\"#RR\"\"\"\"\"\"\"\"#\"\"\"\"\".\"\"\"rrk\"CCCCC\"\"\"..\"\"\"\"\"\"\"\"\"\"#\"\"\"\"\"\"\"..\"\"\ny=  4 .\"\"#RR\"\"\"\"\"\"\"\"#.\"\"\"\"\"\"\"\"\"#\"\"CCCCC\"\"\"\".\"\".\"\"\"\"\"CC#\"\"\"\"\"\"\"\"\"\".\ny=  6 .\"\"#RR++++++++#RRk\"k\"kk.k#k\"IIIIk\"\"\"..\"\"CC\"\"\"\"CC#CC.\"\"\"\"\"\"\".\ny=  8 \"\"\".RR#########RR#..\"#######IIII########CC#######CCPP\".\"\"\"..\ny= 10 \"\"\".....#RRRRRRCC#kk,IIII#IIIIIIIIAAAAIIRRRR#RRRRRRPP..\"\"\"\"\"\ny= 12 ..\".....#RRRRRRCC####IIII#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##PPRRRRRRPPRRIIII#IIIIIIIIIIIIIIPP###RRRR####RR##II\"\ny= 24 \"\"\"\"#RRk#PPRRRRRRPPRRIIII#IIIIIIIIIIIIIIPPkk#RRRRkkk=RRII\"\"\"\ny= 26 \"RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIPPRRRR#RRRRRRRRIIIIII\"\ny= 28 .RRR#RRRRRRRRRRRRRRRRRRII#IIIIIIIIIIIIPPRRRR#RRRRRRRRIIIIII~\ny= 30 .####RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII###\"~\ny= 32 \"\"\"\"#RRRRRRRRRRCCCCCCCCFF#CCCCRRRRRRRRRRRRRR#RRRRFFPPII#EEE~\ny= 34 \"\"\"\"#PPRRRRRRPPCCCCCCPPCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#EEE~\ny= 36 \"\"\"\"#PPRRRRRRPPCCCCCCPPCC#CCCCRRRRRRRRRRRRRR#RRRRRRRRRR#\"~~~\ny= 38 \"\"\".####################################################~~~~\ny= 40 \"\"\".=k#RRRRRRRR=kPPCCRRCC#CCRRRRRRRRRRRRRRRR############~~~~\ny= 42 \"\"\"\"=rrRRRRRRRR##PPCCRRCC#CCRRRRRRRRRRRRRRRRIIPPIIIOOOI#~~~~\ny= 44 \"\"\"\"=rrRRRRRRRRCCCCCCCCCC#CCk#kkk=RRRRRRRR#kIIPPIIIOOOI~~~~~\ny= 46 \"\"\"\"###RRRRRRRRCCCCCCCCCC#CC######RRRRRRRR~~+~~~~~~~~~~~~~~~\ny= 48 .RRR#RRRRFFRRRRCCCCCCCCCC#PPCCRRFFRRRR#~#~~++~~~~~~~~~~~~~~~\ny= 50 #RRR#RRRRFFRRRRCCCCCCCCCC#PPCCRRFFRRRR~~#~~+\"\"~~~~~~~~~~~~~~\ny= 52 CC..#k#RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~#~#SSS~~~~~~~~~~~~~~\ny= 54 CC.\"###RRPPRRRRCCCCRRRRCC#CCCCRRRRRR~~~~###SSS~~~~~~~~\"\"~~~~\ny= 56 .\"\"\"#RRRRRRRRRRCCCCCCCCCC=CCCCRRRR#~~~~~\"\"\"SSS~~~~~~~~~~~~~~\ny= 58 \"\"\"\"#RRRRRRRRRRCCCCCCCCCC#CCCCRRRR~~~~~\"\"\"\"~~~~~~~\"~~~~~~~~~\ny= 60 \"\".\"IIII#IIIIIICCCCCCCCCC#CCCC#~~~~~~~~\"\"\"~~~~~~~\"\"\"\".\"\"~~~~\ny= 62 \"\".\"IIII#IIIIIICCCCCCCCCC#CC~~~~~~~~~~~~~~~~~~~~\"\"\"\"\"...\"\"\"~\ny= 64 \"\"..IIII#IIIIIICCCCCC###=##~~~~~~~~~~~~~~~~~~~\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 66 \"\"\"\"IIII#IIIIIICCCCCC+~~=#~~~~~~~~~~~~~~~~~\"\".\"\"\"\"\"\".\"\"\"\"\"\"\"\ny= 68 \"\"\"\"IIII#IIII##CCCC##+~~=##II~\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\ny= 70 \"\"\"\"IIII#IIIIk#CCCC~~+~~=#III\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 72 \"\"\"\"IIII#IIIIIICC##~~+~~=#IIPP\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 74 ..PPIIII#IIIIIICC~~~IIEE=CC\"PP\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"..\"\".\ny= 76 \"\"PP#############~~~IIEE=CC\"\"\"\".\"\"\".\"......\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\ny= 78 \"\"\"\"IIII#IIIIII~~~~II#####\"\"\"\"\".\"\"\".\"\"\"..\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 80 \"\"\".IIII#IIIIII~~~~II#\"\"=#\"\".\"\"\"\"\"\".\"\"\"..\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\ny= 82 \"\"\"\",,,,=IIII~~~~~\"##II+=CC..\"\"..\"\".\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"..\"\"\"\ny= 84 .\"\"\",.,.#IIII~~~~\"\"#III##CC\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\"\".\"\"\".\"\"\ny= 86 ~\"\".,,,,====~~~~\"\"##IICC=\"\"\"\"\"\"\"..\"\"\"\"\"\"\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\".\"\"\ny= 88 ~\"\"\",.,.=~==~~~.\"\"#\"\"#CC====================================\ny= 90 ~~\"\",,.~===~~~~.\"\"#\"\"#.\"\"\"\".\"\"\"\"\".=.\"\"\"\".\"\"\".\"\"\".\"\"\"\".\",,,,,\ny= 92 \"~~~,~.~===~~~~\"\"\"#.\"#\"\"\"\"\"\"\"\"\"\"\".=\"\"\"\"\".\"\"\"\"\"\"\"\"\"\"\"\"\"\",,,,,\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: Final turn, Jul 1981. Crime 22 (goal met). Population about 9,000, short of the 25,000 floor. Treasury $131, tax 0%, police funding 10%, road and fire 0%. No actions taken.", "raw": "{\"thoughts\":\"Crime is already below the deadline threshold, but the population of 8,160 is far short of 25,000. With one turn and $131 remaining, there is no feasible action that can close that gap; I\u2019ll preserve the current low-tax, low-crime conditions.\",\"notes\":\"Final turn: crime 22; population 8,160 versus the 25,000 minimum. No affordable intervention can plausibly meet the population requirement before January 1982.\",\"actions\":[]}", "routed_model": "openai/gpt-6-sol", "usage": {"prompt_tokens": 3761, "completion_tokens": 339, "total_tokens": 4100, "cost": 0, "is_byok": true, "prompt_tokens_details": {"cached_tokens": 0, "cache_write_tokens": 3759, "audio_tokens": 0, "video_tokens": 0}, "cost_details": {"upstream_inference_cost": 0.01407065, "upstream_inference_prompt_cost": 0.01034165, "upstream_inference_completions_cost": 0.003729}, "completion_tokens_details": {"reasoning_tokens": 231, "image_tokens": 0, "audio_tokens": 0}}, "cost": 0.01407065, "latency_s": 5.1, "thoughts": "Crime is already below the deadline threshold, but the population of 8,160 is far short of 25,000. With one turn and $131 remaining, there is no feasible action that can close that gap; I\u2019ll preserve the current low-tax, low-crime conditions.", "notes": "Final turn: crime 22; population 8,160 versus the 25,000 minimum. No affordable intervention can plausibly meet the population requirement before January 1982.", "actions": [], "actions_dropped": 0, "results": [], "state": {"population_now": 8160, "funds": 131, "score": 683, "tax": 0}, "info": {"unpowered_zones": 2, "zones_r": 129, "zones_c": 66, "zones_i": 86, "free_sites": 10}, "wall_s": 1573.7}