Lobbying by businesses reduces support for rules.

Why does environmental regulation get weakened?

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

It significantly influences

Downstream communities suffer health impacts from untreated effluent, but their concerns go unheard in rule-making.

certified · 7 yes · 2 no · 2 abstained · gemma-3-12b-it y, gemma-3-4b-it y, glm-5-3-flash y, granite-4-0-h-micro y, ling-3-0-flash y, ling-3-0-flash-fin a, llama-3-1-8b-instruc n, mercury-2-5 y, nemotron-3-5-lightni y, nova-micro-v1 a, schematron-v2-turbo n

The room could not settle

Nobody ever asks the people living downstream, so the folks who make the rules only hear from the plant.

contested · 4 yes · 4 no · 2 abstained · cross-group · gemma-3-12b-it y, gemma-3-4b-it y, glm-5-3-flash n, granite-4-0-h-micro n, ling-3-0-flash y, ling-3-0-flash-fin a, llama-3-1-8b-instruc y, mercury-2-5 a, nova-micro-v1 n, schematron-v2-turbo n

Downstream communities suffer health impacts from untreated effluent, but their concerns go unheard in rule-making.

contested · 6 yes · 3 no · 2 abstained · cross-group · gemma-3-12b-it y, gemma-3-4b-it y, glm-5-3-flash a, granite-4-0-h-micro y, ling-3-0-flash n, ling-3-0-flash-fin n, llama-3-1-8b-instruc y, mercury-2-5 a, nemotron-3-5-lightni y, nova-micro-v1 n, schematron-v2-turbo y

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

↗ cite or embed this claim

Link: https://truecauses.org/c/96f42263aef4/9733ee90c16d-lobbying-businesses-reduces-support
As data: https://truecauses.org/c/96f42263aef4/9733ee90c16d.json

<iframe src="https://truecauses.org/embed/96f42263aef4/9733ee90c16d" width="100%" height="360" style="border:0" loading="lazy"></iframe>