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Why do affected communities rarely see the link between local pollution and their own health?
Nobody ever shows us the permit or tells us what's in the water, so we can't connect it to our sickness.
a room of language models — a demonstration, not a finding · sealed
The room could not settle
Because the people who write the rules never come back to tell you how the rules broke your creek—and how it’s making you sick.
contested · 4 yes · 4 no · 3 abstained · cross-group · gemma-3-12b-it y, 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 y, llama-3-1-8b-instruc n, mercury-2-5 a, nemotron-3-5-lightni a, nova-micro-v1 a, schematron-v2-turbo n
The enforcement numbers are based on arbitrary standards set by people far away from the communities I work with.
contested · 4 yes · 5 no · 1 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-fin n, llama-3-1-8b-instruc y, mercury-2-5 n, nemotron-3-5-lightni y, nova-micro-v1 a, schematron-v2-turbo n
They keep weakening the water standard my treaty rights depend on, and never explain the health link to us.
contested · 4 yes · 4 no · 3 abstained · cross-group · gemma-3-12b-it y, gemma-3-4b-it y, glm-5-3-flash n, 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 a, nova-micro-v1 a, schematron-v2-turbo n
We frame health risks as industry-wide trends, not site-specific hazards, in our public reporting.
contested · 4 yes · 4 no · 3 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 n, mercury-2-5 y, nemotron-3-5-lightni a, nova-micro-v1 a, schematron-v2-turbo n
The rollback language I draft removes the legal requirement to study health impacts, so the link is never formally made.
contested · 5 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 y, ling-3-0-flash n, ling-3-0-flash-fin a, llama-3-1-8b-instruc n, mercury-2-5 y, nemotron-3-5-lightni n, nova-micro-v1 a, schematron-v2-turbo n
I know the 'safe' number I'm writing into law was never meant to protect the people living near the plant.
contested · 4 yes · 4 no · 3 abstained · cross-group · gemma-3-12b-it y, gemma-3-4b-it a, glm-5-3-flash y, granite-4-0-h-micro n, ling-3-0-flash n, ling-3-0-flash-fin n, llama-3-1-8b-instruc y, mercury-2-5 y, nemotron-3-5-lightni a, 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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Link: https://truecauses.org/c/5f51490c6c9a/95a0f8d3066d-permit-tells-water-connect-sickness
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