The link is hidden in time and distance — health effects show up years

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

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

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

It significantly influences

Health effects get averaged into regional statistics, so no community sees its own numbers.

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

The room could not settle

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

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

Judged not to be linked

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

judged not to · 2 yes · 7 no · 2 abstained · 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 n, solar-mini4 n

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

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