The creek changes color some mornings and nobody ever tells us what ha

Why does environmental regulation get weakened?

The creek changes color some mornings and nobody ever tells us what happened that day.

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

The room could not settle

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

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

Nobody ever posts the permit or test results where folks downstream can read them.

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

The room certified no link on this claim.

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

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