Our teams weaken regulations to clear permits faster.

Why does environmental regulation get weakened?

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

It significantly influences

Flares happen at night when I'm sleeping, but I still pay the medical bills when my son has asthma attacks from the haze.

certified · 7 yes · 2 no · 1 abstained · command-r7b-12-2024 y, glm-flash-latest y, gpt-oss-20b y, laguna-xs-2-1 y, 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

The room could not settle

Rules weaken because officials who leave the agency for industry can return, so they water down rules.

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

Judged not to be linked

Because lawmakers cut the enforcement budget to save money, making inspectors like me scarce and enforcement weaker.

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 n, llama-3-2-1b-instruc a, ministral-3b-2512 y, 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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