Congress orders AI labor-impact data—but won't fund worker retraining yet
H.R. 10578 — AI DATA Act · Filed by Dave Min (D-CA) · 3 cosponsors · Introduced Sep 24, 2026 · Referred to committee
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What it does
This bill directs the Department of Labor to collect detailed monthly and annual data on job openings, hiring, separations, and labor market turnover, with specific focus on how artificial intelligence and automation are affecting employment. It also requires the Census Bureau to survey businesses quarterly on AI adoption and workforce impacts, and mandates annual reports from Labor and Commerce assessing AI's effects on wages, job stability, and occupational demand. The bill funds these data-collection efforts with $33 million over six years.
Why we flagged it
The bill's core function is to establish recurring federal surveys and data-collection systems to measure AI's impact on employment, job flows, and worker outcomes. It is a measurement and transparency tool, not a regulatory or spending program.
What the text implies
- Monthly job-flow data at industry/occupation/geography level may reveal AI displacement patterns before they become public crises, potentially accelerating policy response but also creating early-warning signals that could trigger market volatility or worker anxiety.
- Longitudinal surveys following individuals over decades will create a permanent federal dataset tracking earnings, job stability, and retraining outcomes—a resource for future AI-policy research but also a long-term surveillance infrastructure on worker careers.
- Annual Labor/Commerce reports synthesizing all this data may become the de facto government position on AI's labor impact, shaping congressional appropriations, training programs, and regulatory decisions for a decade.
- The 10-year sunset on Census and Labor/Commerce reporting (sections 5–6) means data collection continues indefinitely but formal government assessment ends—creating a gap where Congress must affirmatively reauthorize to maintain public reporting.
Section numbers refer to the bill text the analysis read — linked under Primary records below.
Who it affects
Workers and job-seekers gain access to timely, detailed data on labor-market shifts driven by AI and automation, enabling better career planning and retraining decisions. Policymakers and educators gain evidence to design workforce programs. The bill imposes no restrictions on workers' rights or remedies; it is purely informational infrastructure.
Named in the bill
Department of Labor, Bureau of Labor Statistics, Census Bureau, Department of Commerce, Wagner-Peyser Act, National Artificial Intelligence Initiative Act of 2020, Business Trends and Outlook Survey
Where it stands
3 cosponsors: 2 Republicans, 1 Democrats.
- Sep 24, 2026 — Introduced · Congress.gov: “Introduced in House”
- Sep 24, 2026 — Referred to House Committee on Oversight and Government Reform and House Committee on Education and Workforce · Congress.gov: “Referred to the Committee on Education and Workforce, and in addition to the Committee on Oversight and…”
Dates and quoted wording are Congress.gov's action record; the timeline shows status changes, not every procedural step.
How this was measured
Analysis — Quorum's AI read the bill text published by Congress.gov (7,915 characters) on Sep 28, 2026. Section numbers in the findings refer to that text, linked below; transparency and hidden-provision scores are compared against the median of 16,222 analysed bills.
Status and sponsors — Congress.gov's bill record — actions, committee referrals and cosponsors — loaded nightly. The timeline shows status changes, not every procedural action.
As of — page rendered 2026-10-20.
“Congress orders AI labor-impact data—but won't fund worker retraining yet” QuorumCivic. https://share.quorumcivic.app/bill/119/hr10578 Report an error
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