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AB-2653 • 2026

State contracts: report: modern foundation models and associated artificial intelligence systems.

State contracts: report: modern foundation models and associated artificial intelligence systems.

Crime Education Labor Technology
Passed Legislature

This bill passed both chambers and reached final enrollment, even if later executive action is not shown here.

Sponsor
Lee
Last action
2026-04-23
Official status
Read second time and amended.
Effective date
Not listed

Plain English Breakdown

The effectiveness of new labor standards in preventing sweatshop and forced labor practices remains uncertain.

State Contracts: Report on AI and Labor Practices

The bill requires the Department of Industrial Relations to work with the Department of Technology to create a report about labor practices in developing artificial intelligence systems, update state contracts for AI products that require data enrichment services, and establish new labor standards for these products.

What This Bill Does

  • Creates a working group to study how modern foundation models (AI) are made and recommend ways to include fair labor practices when the state buys AI products.
  • Requires contractors who sell AI products that need data enrichment services to certify that their work does not involve sweatshop or forced labor.
  • Updates the contractor responsibility program by adding a new Sweatfree AI Code of Conduct for bidders on state contracts and subcontracts involving AI products.

Who It Names or Affects

  • State agencies buying AI products
  • Contractors selling AI products to state agencies

Terms To Know

Foundation models
Large artificial intelligence systems that can be used for many different tasks.
Data enrichment services
Services like content moderation, data labeling, and model training needed to make AI products work well.

Limits and Unknowns

  • The bill does not specify how the working group will be funded or staffed.
  • It is unclear what specific changes will be made to state contracts for AI products beyond requiring labor certifications.

Bill History

  1. 2026-04-23 California Legislative Information

    Read second time and amended.

  2. 2026-04-22 California Legislative Information

    From committee: Amend, and do pass as amended and re-refer to Com. on APPR. with recommendation: To Consent Calendar. (Ayes 15. Noes 0.) (April 21).

  3. 2026-04-16 California Legislative Information

    (Pending re-refer to Com. on G.O.)

  4. 2026-04-16 California Legislative Information

    Assembly Rule 56 suspended.

  5. 2026-04-09 California Legislative Information

    From committee: Do pass and re-refer to Com. on P. & C.P. (Ayes 5. Noes 0.) (April 8). Re-referred to Com. on P. & C.P.

  6. 2026-03-26 California Legislative Information

    Re-referred to Coms. on L. & E., P. & C.P., and G.O.

  7. 2026-03-26 California Legislative Information

    Pursuant to Assembly Rule 96:

  8. 2026-03-23 California Legislative Information

    Re-referred to Com. on G.O.

  9. 2026-03-19 California Legislative Information

    From committee chair, with author's amendments: Amend, and re-refer to Com. on G.O. Read second time and amended.

  10. 2026-03-19 California Legislative Information

    Referred to Coms. on G.O., L. & E. and P. & C.P.

  11. 2026-02-21 California Legislative Information

    From printer. May be heard in committee March 23.

  12. 2026-02-20 California Legislative Information

    Read first time. To print.

Official Summary Text

AB 2653, as amended, Lee.
State contracts:
certification process: Sweatfree AI Code of Conduct.
report: modern foundation models and associated artificial intelligence systems.
Existing law, the Transparency in Frontier Artificial Intelligence Act, among other things related to ensuring the safety of certain artificial intelligence models, requires a large frontier developer to write, implement, and clearly and conspicuously publish on its internet website a frontier AI framework that applies to the large frontier developer’s frontier models and describes how the large frontier developer approaches, among other things, incorporating national standards, international standards, and industry-consensus best practices into its frontier AI framework. Existing law requires the Department of Technology to make recommendations about whether and how to update certain definitions for the purposes of the act, including the definition of “frontier model” so that it applies to foundation
models at the frontier of artificial intelligence development.
Existing law requires a contract entered into by any state agency for the procurement or laundering of apparel, garments, or corresponding accessories, or the procurement of equipment, materials, or supplies, other than procurement related to a public works contract, to require that a contractor certify that nothing furnished to the state pursuant to the contract has been laundered or produced by certain types of labor, including sweatshop labor and forced labor, as defined. Existing law requires the Department of Industrial Relations to establish a contractor responsibility program, including a Sweatfree Code of Conduct, to be signed by all bidders on state contracts and subcontracts, as provided.
This bill would require the Department of Industrial
Relations, in consultation with the Department of Technology, to convene a Foundation Model Labor and Procurement Working Group consisting of 9 members, as provided, to, among other things, assess labor practices underlying the development of modern foundation models and associated artificial intelligence systems and develop recommendations regarding whether and how the state should incorporate labor standards into procurement decisions for foundation models and associated artificial intelligence systems. The bill would require the working group to compile their findings and recommendations into a report and submit that report to the Legislature on or before December 31, 2027.
Existing law requires a contract entered into by any state agency for the procurement or laundering of apparel, garments, or corresponding accessories, or the procurement of equipment, materials, or supplies, other than procurement related to a public works contract, to require that a contractor certify that nothing furnished to the state pursuant to the contract has been laundered or produced by certain types of labor, including sweatshop labor and forced labor, as defined. Existing law makes any person who falsely certifies pursuant to these provisions guilty of a misdemeanor.
This bill would additionally require a contract entered into by any state
agency for the procurement of artificial intelligence (AI) products that require data enrichment services in their production, other than procurement related to a public works contract, to require that a contractor certify that nothing furnished to the state pursuant to the contract has been laundered or produced by certain types of labor, including sweatshop labor and forced labor, and would make conforming changes. The bill would define “data enrichment services” to mean services, including, but not limited to, content moderation, data labeling, model training and evaluation, AI Fauxtomation, and data annotation services, obtained as part of the deployment, creation, and testing of AI models in order to secure reliable and safe data.
Existing law requires the Department of Industrial Relations to establish a contractor responsibility program, including a
Sweatfree Code of Conduct, to be signed by all bidders on state contracts and subcontracts, as provided. Existing law requires contractors to ensure that their subcontractors comply in writing with the Sweatfree Code of Conduct, under penalty of perjury.
This bill would require the Department of Industrial Relations to, on or before July 1, 2027, update its contractor responsibility program to include a Sweatfree AI Code of Conduct to be signed by all bidders on state contracts and subcontracts, similar to the Sweatfree Code of Conduct, and solicit input from an advisory panel, as provided, for that purpose. The bill would require the updated contractor responsibility program and Sweatfree AI Code of Conduct to include specified information related to AI products that require data enrichment services in their production and to establish a process for independent monitoring or inspections for complaints, as defined, against contractors and subcontractors. The bill
would require the updated contractor responsibility program and Sweatfree AI Code of Conduct to require contractors and subcontractors to, among other things, compensate workers, at a minimum, wages and benefits consistent with a living wage for contracts for AI products that require data enrichment in their production and ensure the workplace is free from psychological harms. The bill would redefine “sweatshop labor” to include all work or service extracted from or performed by any person contrary to the conditions outlined in the Sweatfree AI Code of Conduct.
By expanding the scope of perjury and a misdemeanor, the bill would impose a state-mandated local program.
The California Constitution
requires the state to reimburse local agencies and school districts for certain costs mandated by the state. Statutory provisions establish procedures for making that reimbursement.
This bill would provide that no reimbursement is required by this act for a specified reason.

Current Bill Text

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