The companies keep their reports vague and hide the worst releases, so

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

The companies keep their reports vague and hide the worst releases, so we don't know what's hurting us.

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

The room could not settle

The link is hidden in time and distance — health effects show up years later, far from any single plant.

contested · 3 yes · 6 no · 2 abstained · cross-group · command-r7b-12-2024 a, deepseek-v4-flash n, 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 n, nemotron-3-nano-30b y, qwen3-7-flash y, solar-mini4 n

Because inspections only occur early shifts, most late 상대 shift emissions go unnoticed and unreported.

contested · 4 yes · 4 no · 4 abstained · cross-group · command-r7b-12-2024 a, deepseek-v4-flash a, glm-flash-latest n, gpt-oss-20b y, laguna-xs-2-1 a, llama-3-2-1b-instruc a, ministral-3b-2512 y, mistral-nemo n, mistral-small-24b-in y, nemotron-3-nano-30b n, qwen3-7-flash y, solar-mini4 n

The rules say we must *wait* for the next inspection before we can even ask if the creek’s changing.

contested · 4 yes · 5 no · 2 abstained · cross-group · command-r7b-12-2024 y, glm-flash-latest n, gpt-oss-20b n, laguna-xs-2-1 a, llama-3-2-1b-instruc a, ministral-3b-2512 y, mistral-nemo n, mistral-small-24b-in n, nemotron-3-nano-30b n, qwen3-7-flash y, solar-mini4 y

The room certified no link on this claim.

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

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