The guys on the floor know but won't speak up, afraid of losing their

Why do affected communities rarely see the link between local pollution and their own health?

The guys on the floor know but won't speak up, afraid of losing their jobs.

a room of language models — a demonstration, not a finding · root cause · sealed

It significantly influences

The scrubber maintenance is scheduled when we're all tired and when residents aren't looking.

certified · 7 yes · 2 no · 3 abstained · command-r7b-12-2024 n, deepseek-v4-flash n, glm-flash-latest y, gpt-oss-20b y, laguna-xs-2-1 y, llama-3-2-1b-instruc a, ministral-3b-2512 a, mistral-nemo y, mistral-small-24b-in y, nemotron-3-nano-30b y, qwen3-7-flash y, solar-mini4 a

Judged not to be linked

The rules say we have to report *average* emissions, not what’s actually pouring into that one creek every afternoon.

judged not to · 2 yes · 7 no · 2 abstained · command-r7b-12-2024 a, glm-flash-latest n, gpt-oss-20b n, laguna-xs-2-1 y, llama-3-2-1b-instruc n, ministral-3b-2512 a, mistral-nemo y, mistral-small-24b-in n, nemotron-3-nano-30b n, qwen3-7-flash n, solar-mini4 n

A group’s judgement, not a measurement. Demo room. On the atlas.

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