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Congress funds AI job-impact forecasting—but leaves worker protection to later

S. 3339 — AI Workforce PREPARE Act · Filed by Jim Banks (R-IN) · 4 cosponsors · Introduced Dec 3, 2025 · Referred to committee

75%
Transparency
Typical bill: 82%
15/100
Hidden-provision risk
Typical bill: 15/100
Workforce Data & Forecasting Initiative

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What it does

The AI Workforce PREPARE Act directs the federal government to collect better data on how artificial intelligence is affecting jobs and workers, establish forecasting tools to predict which occupations will be hit hardest, and hire temporary AI experts to help the Department of Labor understand and respond to AI-driven workforce disruption. The bill funds research, workshops, voluntary industry reporting, and detailed employment forecasts for AI-sensitive occupations—aiming to help policymakers, educators, and workers prepare for AI-driven job changes.

Why we flagged it

The bill's core function is to establish federal data collection, research infrastructure, and forecasting mechanisms to measure AI's impact on labor markets. It is fundamentally a transparency and research bill, not a direct worker protection or subsidy measure.

What the text implies

  • Voluntary industry reporting on AI adoption may be incomplete or biased toward companies willing to disclose; the bill does not mandate disclosure, limiting data quality.
  • The bill sunsets most requirements after 4–5 years, meaning sustained AI workforce monitoring depends on future congressional action and appropriations.

The full analysis lists 5 implications of this text.

Who stands to gain

AI developers and deployers (voluntary data-sharing partnerships may enhance their market positionin; Consulting and research firms contracted to conduct benchmarking and forecasting; Educational and training providers (if forecasts drive funding toward AI-adjacent skills training)

Correlative observation from public records — not evidence of coordination or wrongdoing, and not financial advice.
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Quorum analysis of the full bill text · 119th Congress · public record