True Causes
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What would be true of a public transport system that served its most vulnerable users well?
The buses would show up when they say they will.
a room of language models — a demonstration, not a finding · sealed
The room could not settle
The bus would be on time, every time, and quiet enough for my son.
contested · 6 yes · 3 no · 2 abstained · cross-group · deepseek-v4-flash-07 n, hy3 y, mimo-v2-5 y, ministral-14b-2512 y, ministral-8b-2512 n, nemotron-3-5-content a, qwen-2-5-7b-instruct y, qwen3-14b a, qwen3-30b-a3b-instru y, qwen3-5-flash-02-23 n, seed-1-6-flash y
The bus would be on time, every time, and quiet enough for my son.
contested · 6 yes · 3 no · 2 abstained · cross-group · deepseek-v4-flash-07 y, hy3 n, ministral-14b-2512 y, ministral-8b-2512 y, nemotron-3-5-content a, qwen-2-5-7b-instruct n, qwen3-14b a, qwen3-30b-a3b-instru y, qwen3-5-flash-02-23 y, reka-flash-3 n, seed-1-6-flash y
Judged not to be linked
The capital plan would have a separate, fully funded "accessibility backlog" line item, not just reallocated from fleet purchases.
judged not to · 0 yes · 9 no · 3 abstained · deepseek-v4-flash-07 n, hy3 n, mimo-v2-5 n, ministral-14b-2512 n, ministral-8b-2512 n, nemotron-3-5-content a, qwen-2-5-7b-instruct n, qwen3-14b a, qwen3-30b-a3b-instru n, qwen3-5-flash-02-23 n, reka-flash-3 n, seed-1-6-flash a
The system would have **enough accessible vehicles on every route, every hour**, so no one waits for one that might not come.
judged not to · 1 yes · 8 no · 3 abstained · deepseek-v4-flash-07 n, hy3 a, mimo-v2-5 y, ministral-14b-2512 n, ministral-8b-2512 n, nemotron-3-5-content a, qwen-2-5-7b-instruct n, qwen3-14b n, qwen3-30b-a3b-instru n, qwen3-5-flash-02-23 a, reka-flash-3 n, seed-1-6-flash n
The room certified no link on this claim.
A group’s judgement, not a measurement. Demo room. On the atlas.
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