119-s-4476119th CongressWALLET

Workforce Transparency Act of 2026

Sponsored By: Senator Warner, Mark R. [D-VA]

Introduced

Summary

This bill would create a federal framework for aggregated, de-identified AI workforce data to reveal how AI is used at the task and skill level and to inform labor, education, and economic policy. It emphasizes voluntary reporting and strong privacy and business-confidentiality protections while directing the Department of Labor, the Bureau of Labor Statistics, and the Census Bureau to run a public database and annual report.

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  • Workers, students, and educators would get more timely, standardized information on task-level AI use, age ranges, and geographic trends to help shape training and career programs.
  • Covered AI system providers and enterprise customers could voluntarily submit aggregated data, with first submissions covering the prior two years and no data more recent than 91 days before submission.
  • Federal researchers and policymakers would gain a public aggregated database and annual report plus non-binding guidance and regulations on reporting formats, taxonomies, and privacy-preserving methods to standardize data.
  • Privacy and business protections ban personal data, trade secrets, model weights, training data, and source code from submissions, preserve contractual privacy terms, provide FOIA protections, and prevent adverse inferences against non-participants.

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Bill Overview

Analyzed Economic Effects

1 provisions identified: 0 benefits, 0 costs, 1 mixed.

Voluntary AI workforce data program

This bill would set up a voluntary federal program run by the Department of Labor, through the Bureau of Labor Statistics and in coordination with the Census Bureau, to collect and publish aggregated, de‑identified data on how covered AI systems are used. Participating companies and enterprise customers would be optional and could submit only aggregated, anonymized task, place, age‑range, and time‑trend data. The bill would bar submission of personal data, employer‑ or customer‑specific performance, trade secrets, source code, model weights, training data, and contract‑protected information. Submissions could not include data newer than 91 days, and a first submission could include the prior two years; the Secretary would issue guidance and regulations within 180 days. Aggregated data would be published in a public database and in an annual report, would be protected from FOIA disclosure as specified, and the Secretary could seek injunctions for knowing, willful misrepresentations. Federal agencies would be prohibited from drawing adverse inferences from an entity's choice not to participate, and a working group would be formed to publish improved age‑and‑occupation labor data to study entry‑level and early‑career effects.

Sponsors & CoSponsors

Sponsor

Warner, Mark R. [D-VA]

VA • D

Cosponsors

  • Sen. Budd, Ted [R-NC]

    NC • R

    Sponsored 4/30/2026

Roll Call Votes

No roll call votes available for this bill.

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