{"name":"Beaumont, Texas","slug":"beaumont","kind":"metro","state":"TX","canonical_url":"https://beaumont.ai-coalition.net/","summary":"Beaumont, TX is a major regional employment centre, with Jefferson County home to 253,939 residents at the 2023 American Community Survey. With a poverty rate of 17.6 percent, the people most exposed to an automated decision here are the least able to absorb it being wrong, which raises the bar on how a refusal is explained and how it can be challenged. Education/Health Services leads employment here, so the questions that bite are clinical decision support, patient data, and vendor claims that cannot be independently checked.","indexable":true,"status":"live","quality_score":77,"last_updated":"2026-08-13T04:28:05+00:00","parent":null,"statistics":{"values":{"population":253939,"median_household_income":59934,"unemployment_rate":5.5,"poverty_rate":17.6,"median_home_value":159600,"dominant_industry":"Education/Health Services","dominant_industry_pct":22.3,"census_year":2023},"source":{"publisher":"US Census Bureau","dataset":"American Community Survey (ACS5)","year":2023,"county":"Jefferson County","county_url":"https://ai-coalition.net/ai-ethics/counties/texas/jefferson-county"}},"resources":[{"kind":"case_study","name":"Drone and AI approach to waterway and port resilience, Lamar","url":"https://www.lamar.edu/engineering/research/center-for-advances-in-port-management/research/index.html","source_url":"https://www.lamar.edu/engineering/research/center-for-advances-in-port-management/research/index.html","verified_at":"2026-08-13T04:27:24+00:00"},{"kind":"government","name":"Texas Responsible Artificial Intelligence Governance Act (TRAIGA), HB 149","url":"https://en.wikipedia.org/wiki/TRAIGA","source_url":"https://en.wikipedia.org/wiki/TRAIGA","verified_at":"2026-08-13T04:27:20+00:00"},{"kind":"government","name":"TRAIGA prohibited uses and intent standard","url":"https://en.wikipedia.org/wiki/TRAIGA","source_url":"https://en.wikipedia.org/wiki/TRAIGA","verified_at":"2026-08-13T04:27:20+00:00"},{"kind":"organization","name":"Lamar University AI in industrial and systems engineering","url":"https://www.lamar.edu/news-and-events/news/2023/11/department-of-industrial-and-systems-engineering-ushers-in-ai-integration.html","source_url":"https://www.lamar.edu/news-and-events/news/2023/11/department-of-industrial-and-systems-engineering-ushers-in-ai-integration.html","verified_at":"2026-08-13T04:27:24+00:00"},{"kind":"procurement","name":"TRAIGA enforcement, penalties and the 36-month regulatory sandbox","url":"https://en.wikipedia.org/wiki/TRAIGA","source_url":"https://en.wikipedia.org/wiki/TRAIGA","verified_at":"2026-08-13T04:27:20+00:00"}],"organisation":{"name":"AI Coalition Network","url":"https://ai-coalition.net"}}