S. 3108 (119th)Bill Overview

AI-Related Job Impacts Clarity Act

Labor and Employment|Labor and Employment
Cosponsors
Support
Bipartisan
Introduced
Nov 5, 2025
Discussions
Bill Text
Current stageCommittee

Read twice and referred to the Committee on Health, Education, Labor, and Pensions.

Introduced
Committee
Floor
President
Law
Congressional Activities
01 · The brief
Plain-English summaryWhat this bill actually does

The AI-Related Job Impacts Clarity Act requires covered entities (publicly-traded companies, federal agencies, and certain non-public companies later designated by the Secretary of Labor) to submit quarterly disclosures about AI-related job impacts in the United States. Disclosures must include counts of layoffs substantially due to AI, hires substantially due to AI, positions left unfilled because of AI, and individuals being retrained due to AI, along with NAICS industry codes.

Why people may split

Scope and frequency of reporting: liberals and centrists accept regular data collection; conservatives object to quarterly mandates and broad inclusion of non-public firms.

Watch point

Relative to its intended legislative type, this bill establishes a substantive reporting obligation on covered entities and a recurring federal reporting regime with a generally well-specified operational structure, but it leaves important implementation gaps—most notably fiscal resourcing, enforcement/verification, and definition of key terms—that limit the completeness of its construction.

The AI-Related Job Impacts Clarity Act requires covered entities (publicly-traded companies, federal agencies, and certain non-public companies later designated by the Secretary of Labor) to submit quarterly disclosures about AI-related job impacts in the United States.

Disclosures must include counts of layoffs substantially due to AI, hires substantially due to AI, positions left unfilled because of AI, and individuals being retrained due to AI, along with NAICS industry codes.

The Secretary of Labor (through the BLS) will compile quarterly summaries, biquarterly analyses, publish reports and underlying data, and submit reports to Congress.

Passage45/100

On content alone, the bill is a modest, administratively focused reporting requirement that avoids major new spending or direct regulation of workplace practices, which improves prospects. However, the recurring, granular reporting burden on employers (and the open question of how broadly large private firms will be drawn in) creates a predictable constituency of opposition and negotiation over confidentiality and scope. The need for cross-agency rulemaking and potential amendments further lowers the immediate likelihood that the bill would pass unchanged and quickly become law.

CredibilityPartially aligned

Relative to its intended legislative type, this bill establishes a substantive reporting obligation on covered entities and a recurring federal reporting regime with a generally well-specified operational structure, but it leaves important implementation gaps—most notably fiscal resourcing, enforcement/verification, and definition of key terms—that limit the completeness of its construction.

Contention58/100

Scope and frequency of reporting: liberals and centrists accept regular data collection; conservatives object to quarterly mandates and broad inclusion of non-public firms.

02 · What it does

Who stands to gain, and who may push back.

Likely benefits vs burdens50% / 50%
Federal agenciesLikely burdened

These are examples from the analysis, not a ranked list of the most-affected groups.

Likely helped
  • Potential benefitIncreases transparency and data availability on how AI affects employment across industries, enabling policymakers, wor…
  • Federal agenciesImproves federal situational awareness and may speed development of labor market policies and retraining programs by pr…
  • Potential benefitHelps workforce development providers and educational institutions align curricula and reskilling programs to documente…
Likely burdened
  • Potential burdenImposes recurring administrative and compliance costs on covered entities (preparing quarterly disclosures, mapping to…
  • Potential burdenMay create ambiguity and litigation risk over the statutory phrase 'substantially due to' AI, producing compliance unce…
  • Potential burdenPublic disclosures or leaks, even if aggregated, could risk revealing sensitive business strategies or employee-level i…
03 · Why people split

Why the argument around this bill splits.

Scope and frequency of reporting: liberals and centrists accept regular data collection; conservatives object to quarterly mandates and broad inclusion of non-public firms.
Progressive80%

A mainstream liberal would likely view the bill as a useful transparency measure that could provide policymakers and advocates with better data on how AI is affecting jobs and retraining needs.

They would appreciate mandatory regular reporting and public publication of data, seeing it as a foundation for stronger worker protections, retraining programs, and targeted transition assistance.

However, they might find the bill incomplete because it requires disclosure but does not itself fund retraining, mandate notice periods, or impose employer obligations to mitigate displacement.

Leans supportive
Centrist65%

A centrist/ moderate would likely see this bill as a narrowly tailored, evidence-building statute that addresses a reasonable information gap about AI’s labor market impact.

They would view mandatory, periodic reporting and public publication as low-cost tools to inform policymaking and market responses, provided compliance burdens are proportionate.

Centrists will want definitional clarity, phased implementation for small businesses, and protections for proprietary data to limit unintended competitive harms.

Split reaction
Conservative25%

A mainstream conservative would likely be skeptical of this bill as an expansion of federal reporting requirements that could burden businesses and expose proprietary information.

They may question whether quarterly reporting is necessary, whether this will create competitive disadvantages for U.S. firms, and see it as a first step toward broader regulation of AI.

Some conservatives might accept narrower, less frequent data collection for national labor statistics, but many will push back on expansive inclusion of non-public companies and detailed public disclosures.

Likely resistant
04 · Can it pass?

The path through Congress.

Introduced

Reached or meaningfully advanced

Committee

Reached or meaningfully advanced

Floor

Still ahead

President

Still ahead

Law

Still ahead

Passage likelihood45/100

On content alone, the bill is a modest, administratively focused reporting requirement that avoids major new spending or direct regulation of workplace practices, which improves prospects. However, the recurring, granular reporting burden on employers (and the open question of how broadly large private firms will be drawn in) creates a predictable constituency of opposition and negotiation over confidentiality and scope. The need for cross-agency rulemaking and potential amendments further lowers the immediate likelihood that the bill would pass unchanged and quickly become law.

Scope and complexity
52%
Scopemoderate
52%
Complexitymedium
Why this could stall
  • How the Secretary will define thresholds and categories for non-public companies in the required 180-day rulemaking — the breadth of that definition materially affects how many businesses are covered and the political response.
  • No enforcement mechanism or penalty regime is specified in the bill text; it is unclear how compliance will be assured and whether agencies will seek to add enforcement provisions during markup.
05 · Recent votes

Recent votes on the bill.

No vote history yet

The bill has not accumulated any surfaced votes yet.

06 · Go deeper

Go deeper than the headline read.

Included on this page

Scope and frequency of reporting: liberals and centrists accept regular data collection; conservatives object to quarterly mandates and bro…

On content alone, the bill is a modest, administratively focused reporting requirement that avoids major new spending or direct regulation…

Unlocked analysis

Relative to its intended legislative type, this bill establishes a substantive reporting obligation on covered entities and a recurring federal reporting regime with a generally well-specified operational structure, but…

Go beyond the headline summary with full stakeholder mapping, legislative design analysis, passage barriers, and lens-by-lens tradeoff breakdowns.

Perspective breakdownsPassage barriersLegislative design reviewStakeholder impact map
Open full analysis