Congress opens AI labor data—but keeps company disclosures secret
S. 4476 — Workforce Transparency Act of 2026 · Filed by Mark Warner (D-VA) · 1 cosponsor · Introduced Apr 30, 2026 · Referred to committee
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What it does
This bill creates a voluntary system for AI developers and companies to share anonymized, aggregated data about how their AI systems are being used in the workplace—broken down by task type, geography, age ranges, and trends over time. The Department of Labor will collect this data, publish it in a public database, and issue annual reports to Congress, all while protecting trade secrets, individual privacy, and proprietary information. Participation is entirely optional, and companies cannot be penalized for declining to participate.
Why we flagged it
The bill's core mechanism is a voluntary reporting system for aggregated, de-identified AI usage data. It is neither a mandate nor a restriction on AI development, but rather a data-collection and transparency initiative designed to inform policy without imposing compliance costs on unwilling participants.
What the text implies
- The 91-day reporting lag means published data will always be 3+ months old, potentially limiting real-time policy responsiveness to rapid AI labor-market shifts.
- FOIA exemption for submitted data (section 5) prevents public scrutiny of which companies participate and what they report, reducing accountability for selective or incomplete disclosures.
The full analysis lists 5 implications of this text.
Who stands to gain
AI system developers and providers (reduced regulatory burden vs. mandatory disclosure regimes); Large tech companies with in-house compliance infrastructure (lower cost to participate voluntarily