Topic · Algorithmic-discrimination law and bias-audit mandates
AI Bias & Discrimination
AI bias and discrimination law covers algorithmic-discrimination prohibitions, mandatory bias audits, and disparate-impact analysis in AI deployment. AIGI tracks every primary-source rule on AI bias globally. As of the most recent update, AIGI tracks 36 primary-source items on ai bias & discrimination across global jurisdictions.
Coverage at a glance
- Items tracked
- 36
- Jurisdictions
- 7
- Last update
- 2/13/2026
Most active jurisdictions
Recent ai bias & discrimination activity
- CO legislation enacted 2/13/2026
[CO Legislature] HB26-1210Prohibit Surveillance Price & Wage Setting
Colorado HB26-1210 prohibits the use of AI-driven automated decision systems that rely on 'surveillance data' for individualized price or wage discrimination.
Authority: Colorado Legislature
- NY legislation committee 4/8/2026
[NY Legislature] A10909 (2025-2026): Enacts the "Shirley Myers White Right To Reconciliation and Digital Identity Repair Act"
New York Assembly Bill A10909 establishes a right for individuals to correct outdated or inaccurate digital narratives and requires institutions to provide mechanisms for correction in automated systems.
Authority: New York Legislature
- NY policy paper proposed 3/16/2026
Attorney General James Calls for Passage of Legislation to Protect New Yorkers from Predatory Pricing Schemes
New York Attorney General Letitia James calls for the passage of legislation to ban surveillance pricing and the use of electronic shelf labels in grocery stores and pharmacies.
Authority: New York Attorney General
- NY agency report introduced 5/5/2026
Attorney General James Rallies in Syracuse to Ban Surveillance Pricing
New York Attorney General James rallies for proposed legislation (the One Fair Price Package) to ban surveillance pricing and electronic shelf labels in the state, preventing companies from using personal data to set individualized prices.
Authority: New York Attorney General
- TN legislation introduced
[TN Legislature] HB1468 (GA114): Consumer Protection — As introduced, prohibits an entity from setting the price of a specific good or service using personalized algorithmic p
Tennessee HB1468 prohibits entities from using personalized algorithmic pricing for goods or services, classifying violations as unfair trade practices.
Authority: Tennessee Legislature
- NY legislation committee 6/9/2025
[NY Legislature] A8884 (2025-2026): Relates to the development and use of certain artificial intelligence systems
New York Assembly Bill A8884 proposes regulation for AI system development and use to prevent algorithmic discrimination and mandates independent audits for high-risk AI systems, with enforcement by the Attorney General and a private right of action.
Authority: New York Legislature
- NJ legislation introduced 5/11/2026
[NJ Legislature] S4279 (2026-2027): Provides disparate impact based on automated decision system as cause of action for certain consumers.
New Jersey S4279 proposes to establish a cause of action for consumers experiencing disparate impact from automated decision systems.
Authority: New Jersey Legislature
- NJ legislation introduced 5/11/2026
[NJ Legislature] S4239 (2026-2027): Establishes Office of Algorithmic Civil Rights in DLPS to prevent discrimination in use of algorithms.
New Jersey Bill S4239 proposes establishing an Office of Algorithmic Civil Rights within DLPS to prevent discrimination caused by algorithms.
Authority: New Jersey Legislature
- NY legislation committee 2/10/2025
[NY Legislature] A4991 (2025-2026): Prohibits the use of an algorithmic device by a landlord for the purpose of determining the amount of rent to charge a residential tenant
NY bill A4991 would prohibit landlords from using algorithmic devices to set rent prices for residential tenants.
Authority: New York Legislature
- NY legislation committee 1/21/2026
[NY Legislature] A9654 (2025-2026): Enacts the New York Artificial Intelligence Civil Rights Act
New York's AI Civil Rights Act proposes protections against algorithmic discrimination in consequential decisions, requiring audits, impact assessments, and human appeals.
Authority: New York Legislature
- NY legislation committee 6/9/2025
[NY Legislature] A8884 (2025-2026): Relates to the development and use of certain artificial intelligence systems
New York bill A8884 aims to regulate certain AI systems to prevent algorithmic discrimination, requiring audits and granting enforcement powers to the attorney general and a private right of action.
Authority: New York Legislature
- NJ legislation committee 1/11/2022
[NJ Legislature] A537 (2022-2023): Requires automobile insurers to provide DOBI with annual documentation demonstrating no discriminatory outcomes with insurer’s automated und
Requires New Jersey automobile insurers to annually submit documentation to the DOBI demonstrating their automated underwriting systems do not produce discriminatory outcomes.
Authority: New Jersey Legislature
+ 24 more items in the full archive — start trial for full access.
Frequently asked questions
- What is AI Bias & Discrimination?
- AI bias and discrimination law covers algorithmic-discrimination prohibitions, mandatory bias audits, and disparate-impact analysis in AI deployment. AIGI tracks every primary-source rule on AI bias globally.
- How many ai bias & discrimination laws does AIGI track?
- AIGI currently tracks 36 primary-source items under ai bias & discrimination — spanning bills, regulations, enforcement actions, court opinions, and agency guidance from authorities across global jurisdictions.
- Which jurisdictions are most active on ai bias & discrimination?
- Most active jurisdictions on ai bias & discrimination in the current corpus: NY (24), NJ (6), KY (2), CO (1), TN (1).
- How current is AIGI's ai bias & discrimination coverage?
- The most recent ai bias & discrimination item AIGI tracked was published on 2/13/2026. AIGI runs continuous ingestion against every active authority source.
- Where do AIGI's ai bias & discrimination citations come from?
- Every item on this page includes a direct link to the relevant government or research document.
Related
Regulatory intelligence
Follow reviewed ai bias & discrimination changes across jurisdictions.
AIGI monitors cited regulatory change and delivers decision-ready analysis. It does not monitor customer AI systems or enforce policy.