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Hiring & Employment AI Laws Tracker: 2026 State-by-State

Every US state law regulating AI in hiring and employment decisions — from AEDT bias audits and candidate disclosure requirements to the right to opt out of automated decision-making and human review provisions.

24 states, 180 bills
State Bill / Statute Year Category Status Key Requirement
California AB 2027 2026 Candidate Notice & Disclosure In Committee Regulates AI use in employment decisions
California AB1221 2026 Candidate Notice & Disclosure In Committee Regulates AI use in employment decisions
California AB 2575 2026 Candidate Notice & Disclosure Unknown Requires notice to candidates about AI use in hiring
California AB 2545 2026 Candidate Notice & Disclosure In Committee Regulates AI use in employment decisions
California AB2544 2026 Candidate Notice & Disclosure Introduced Regulates AI use in employment decisions
California SB7 2026 Candidate Notice & Disclosure Vetoed Regulates AI use in employment decisions
California SB366 2026 Candidate Notice & Disclosure Unknown Regulates AI use in employment decisions
California SB 947 2026 Candidate Notice & Disclosure Unknown Requires notice to candidates about AI use in hiring
California SB 1248 2026 Candidate Notice & Disclosure Unknown Requires notice to candidates about AI use in hiring
California AB 1651 2028 Candidate Notice & Disclosure Introduced Requires notice to candidates about AI use in hiring
California SB928 2026 Candidate Notice & Disclosure Introduced Regulates AI use in employment decisions
California AB1898 2026 Candidate Notice & Disclosure Introduced Regulates AI use in employment decisions
California AB 2656 2024 Candidate Notice & Disclosure In Committee Requires notice to candidates about AI use in hiring
California SB 903 2026 Candidate Notice & Disclosure Unknown Requires notice to candidates about AI use in hiring
California AB 1979 2026 Recordkeeping & Retention Unknown Requires records of AI hiring tool usage and outcomes
California AB96 2023 Candidate Notice & Disclosure Passed Both Chambers Regulates AI use in employment decisions
California AB2656 2026 Candidate Notice & Disclosure Unknown Requires notice to candidates about AI use in hiring
California AB2441 2022 Candidate Notice & Disclosure Vetoed Regulates AI use in employment decisions
Colorado HB 1210 2026 Discrimination & Disparate Impact Unknown Prohibits discriminatory outcomes from AI hiring tools
Connecticut SB00005 2026 Candidate Notice & Disclosure Introduced Requires notice to candidates about AI use in hiring
Connecticut SB00004 2026 Candidate Notice & Disclosure Introduced Requires notice to candidates about AI use in hiring
Connecticut SB00435 2026 Candidate Notice & Disclosure Introduced Regulates AI use in employment decisions
Connecticut SB 435 2026 Candidate Notice & Disclosure In Committee Regulates AI use in employment decisions
Florida S0936 2025 Candidate Notice & Disclosure Dead Regulates AI use in employment decisions
Florida S1258 2026 Candidate Notice & Disclosure Dead Regulates AI use in employment decisions
Florida H0827 2025 Candidate Notice & Disclosure Unknown Regulates AI use in employment decisions
Georgia SB167 2025 Discrimination & Disparate Impact Introduced Prohibits discriminatory outcomes from AI hiring tools
Georgia HB1351 2026 Candidate Notice & Disclosure Introduced Requires notice to candidates about AI use in hiring
Hawaii SB1618 2026 Right to Opt Out / Human Review Introduced Provides right to opt out of AI evaluation or request human review
Hawaii HB1384 2025 Candidate Notice & Disclosure Introduced Regulates AI use in employment decisions
Illinois SB 2909 2026 Candidate Notice & Disclosure In Committee Regulates AI use in employment decisions
Illinois HB4735 2023 Right to Opt Out / Human Review Introduced Provides right to opt out of AI evaluation or request human review
Illinois SB0456 2025 Candidate Notice & Disclosure Dead Regulates AI use in employment decisions
Illinois SB0971 2025 Candidate Notice & Disclosure Dead Regulates AI use in employment decisions
Illinois SB2704 2021 Candidate Notice & Disclosure Enacted Regulates AI use in employment decisions
Illinois SB3702 2026 Candidate Notice & Disclosure Introduced Requires notice to candidates about AI use in hiring
Illinois HB4987 2026 Discrimination & Disparate Impact Introduced Prohibits discriminatory outcomes from AI hiring tools
Illinois HB4804 2026 Candidate Notice & Disclosure Introduced Requires notice to candidates about AI use in hiring
Illinois HB4980 2026 Bias Audit / Impact Assessment Introduced Requires bias audit or impact assessment of AI hiring tools
Illinois SB2117 2023 Candidate Notice & Disclosure Introduced Regulates AI use in employment decisions
Illinois SB 3571 2026 Candidate Notice & Disclosure In Committee Regulates AI use in employment decisions
Illinois SB 3364 2026 Candidate Notice & Disclosure In Committee Requires notice to candidates about AI use in hiring
Illinois SB 3702 2026 Candidate Notice & Disclosure In Committee Requires notice to candidates about AI use in hiring
Illinois SB2909 2026 Candidate Notice & Disclosure Unknown Regulates AI use in employment decisions
Illinois SB3571 2026 Candidate Notice & Disclosure Unknown Regulates AI use in employment decisions
Illinois SB3114 2023 Right to Opt Out / Human Review Introduced Provides right to opt out of AI evaluation or request human review
Illinois SB2855 2021 Candidate Notice & Disclosure Dead Regulates AI use in employment decisions
Illinois HB4977 2020 Candidate Notice & Disclosure Introduced Regulates AI use in employment decisions
Illinois HB 4980 2026 Bias Audit / Impact Assessment In Committee Requires bias audit or impact assessment of AI hiring tools
Illinois HB3506 2026 Candidate Notice & Disclosure Introduced Regulates AI use in employment decisions
Illinois SB0504 2023 Candidate Notice & Disclosure Introduced Regulates AI use in employment decisions
Illinois SB2255 2026 Discrimination & Disparate Impact Introduced Prohibits discriminatory outcomes from AI hiring tools
Illinois HB0364 2023 Candidate Notice & Disclosure Introduced Regulates AI use in employment decisions
Illinois SB1333 2021 Candidate Notice & Disclosure Introduced Regulates AI use in employment decisions
Illinois HB3773 2026 Candidate Notice & Disclosure Passed Both Chambers Requires notice to candidates about AI use in hiring
Illinois HB1811 2022 Candidate Notice & Disclosure In Committee Regulates AI use in employment decisions
Illinois HB0053 2021 Candidate Notice & Disclosure Passed Both Chambers Regulates AI use in employment decisions
Illinois HB2557 2019 Candidate Notice & Disclosure Passed Both Chambers Requires notice to candidates about AI use in hiring
Illinois HB5322 2026 Bias Audit / Impact Assessment Introduced Requires bias audit or impact assessment of AI hiring tools
Illinois HB1427 2026 Candidate Notice & Disclosure Introduced Regulates AI use in employment decisions
Illinois HB 4804 2026 Candidate Notice & Disclosure In Committee Requires notice to candidates about AI use in hiring
Illinois HB3529 2026 Candidate Notice & Disclosure Introduced Requires notice to candidates about AI use in hiring
Illinois HB2503 2023 Candidate Notice & Disclosure Introduced Regulates AI use in employment decisions
Illinois HB5581 2025 Right to Opt Out / Human Review Introduced Provides right to opt out of AI evaluation or request human review
Illinois SB1677 2025 Candidate Notice & Disclosure Unknown Regulates AI use in employment decisions
Illinois SB3364 2026 Candidate Notice & Disclosure In Committee Requires notice to candidates about AI use in hiring
Illinois HB1206 2021 Candidate Notice & Disclosure Introduced Regulates AI use in employment decisions
Illinois SB0838 2021 Candidate Notice & Disclosure Introduced Regulates AI use in employment decisions
Illinois HB0496 2025 Candidate Notice & Disclosure Dead Regulates AI use in employment decisions
Indiana HB 1421 2026 Candidate Notice & Disclosure In Committee Requires notice to candidates about AI use in hiring
Indiana HB1421 2026 Candidate Notice & Disclosure Introduced Requires notice to candidates about AI use in hiring
Iowa SSB3014 2026 Candidate Notice & Disclosure Introduced Regulates AI use in employment decisions
Iowa SF2414 2026 Candidate Notice & Disclosure Introduced Regulates AI use in employment decisions
Kentucky HB734 2025 Right to Opt Out / Human Review Introduced Provides right to opt out of AI evaluation or request human review
Kentucky SB34 2025 Right to Opt Out / Human Review Introduced Provides right to opt out of AI evaluation or request human review
Louisiana HB 421 2026 Candidate Notice & Disclosure In Committee Regulates AI use in employment decisions
Maryland HB148 2026 Candidate Notice & Disclosure Introduced Regulates AI use in employment decisions
Maryland HB720 2023 Candidate Notice & Disclosure Introduced Requires notice to candidates about AI use in hiring
Maryland SB957 2024 Candidate Notice & Disclosure Introduced Requires notice to candidates about AI use in hiring
Maryland SB818 2024 Candidate Notice & Disclosure Passed Both Chambers Regulates AI use in employment decisions
Maryland HB1255 2024 Candidate Notice & Disclosure Introduced Requires notice to candidates about AI use in hiring
Maryland HB1202 2020 Candidate Notice & Disclosure Passed Both Chambers Requires notice to candidates about AI use in hiring
Maryland SB889 2026 Candidate Notice & Disclosure Introduced Regulates AI use in employment decisions
Massachusetts S49 2025 Candidate Notice & Disclosure Introduced Regulates AI use in employment decisions
Michigan HB5579 2026 Candidate Notice & Disclosure Introduced Regulates AI use in employment decisions
Minnesota SF4689 2026 Candidate Notice & Disclosure Introduced Regulates AI use in employment decisions
Minnesota SF 4576 2026 Candidate Notice & Disclosure In Committee Requires notice to candidates about AI use in hiring
Minnesota HF4445 2026 Candidate Notice & Disclosure Introduced Regulates AI use in employment decisions
Missouri SB 1455 2026 Candidate Notice & Disclosure Unknown Regulates AI use in employment decisions
New Jersey AR158 2025 Candidate Notice & Disclosure Passed Both Chambers Regulates AI use in employment decisions
New Jersey SR121 2025 Candidate Notice & Disclosure Introduced Regulates AI use in employment decisions
New Jersey S3015 2024 Candidate Notice & Disclosure Introduced Regulates AI use in employment decisions
New Jersey A3911 2024 Candidate Notice & Disclosure Introduced Regulates AI use in employment decisions
New Jersey A3855 2024 Bias Audit / Impact Assessment Introduced Requires bias audit or impact assessment of AI hiring tools
New Jersey A3854 2024 Discrimination & Disparate Impact Introduced Prohibits discriminatory outcomes from AI hiring tools
New Jersey A2726 2026 Discrimination & Disparate Impact Introduced Prohibits discriminatory outcomes from AI hiring tools
New Jersey A1021 2026 Bias Audit / Impact Assessment Introduced Requires bias audit or impact assessment of AI hiring tools
New Jersey S2964 2024 Bias Audit / Impact Assessment Introduced Requires bias audit or impact assessment of AI hiring tools
New Jersey SR52 2026 Candidate Notice & Disclosure Introduced Regulates AI use in employment decisions
New York S00185 2025 Bias Audit / Impact Assessment Introduced Requires bias audit or impact assessment of AI hiring tools
New York S03008 2025 Candidate Notice & Disclosure Passed Both Chambers Requires notice to candidates about AI use in hiring
New York A03008 2025 Candidate Notice & Disclosure Introduced Requires notice to candidates about AI use in hiring
New York A05429 2026 Bias Audit / Impact Assessment Introduced Requires bias audit or impact assessment of AI hiring tools
New York S00822 2025 Candidate Notice & Disclosure Passed Both Chambers Requires notice to candidates about AI use in hiring
New York S 6852 Candidate Notice & Disclosure Unknown Regulates AI use in employment decisions
New York A07634 2024 Candidate Notice & Disclosure Introduced Regulates AI use in employment decisions
New York S09401 2024 Bias Audit / Impact Assessment Introduced Requires bias audit or impact assessment of AI hiring tools
New York S07422 2024 Candidate Notice & Disclosure Introduced Regulates AI use in employment decisions
New York S 8706 2026 Candidate Notice & Disclosure Unknown Regulates AI use in employment decisions
New York A07244 2025 Candidate Notice & Disclosure Introduced Regulates AI use in employment decisions
New York A07838 2024 Candidate Notice & Disclosure Introduced Regulates AI use in employment decisions
New York S07623 2024 Bias Audit / Impact Assessment Introduced Requires bias audit or impact assessment of AI hiring tools
New York S08831 2026 Candidate Notice & Disclosure Passed Both Chambers Regulates AI use in employment decisions
New York A10183 2026 Candidate Notice & Disclosure Introduced Regulates AI use in employment decisions
New York A10251 2026 Candidate Notice & Disclosure Introduced Requires notice to candidates about AI use in hiring
New York A09487 2026 Candidate Notice & Disclosure Introduced Regulates AI use in employment decisions
New York A09315 2024 Bias Audit / Impact Assessment Introduced Requires bias audit or impact assessment of AI hiring tools
New York S09028 2026 Discrimination & Disparate Impact Unknown Prohibits discriminatory outcomes from AI hiring tools
New York A08328 2024 Bias Audit / Impact Assessment Introduced Requires bias audit or impact assessment of AI hiring tools
New York A07859 2024 Candidate Notice & Disclosure Introduced Requires notice to candidates about AI use in hiring
New York S08928 2026 Candidate Notice & Disclosure Introduced Requires notice to candidates about AI use in hiring
New York S08589 2026 Candidate Notice & Disclosure Introduced Requires notice to candidates about AI use in hiring
New York S08706 2026 Candidate Notice & Disclosure Introduced Regulates AI use in employment decisions
New York A06180 2026 Candidate Notice & Disclosure Introduced Regulates AI use in employment decisions
New York A08962 2026 Candidate Notice & Disclosure Introduced Requires notice to candidates about AI use in hiring
New York S08451 2026 Candidate Notice & Disclosure Introduced Requires notice to candidates about AI use in hiring
New York S04394 2026 Candidate Notice & Disclosure Introduced Regulates AI use in employment decisions
New York S08115 2026 Candidate Notice & Disclosure Introduced Requires notice to candidates about AI use in hiring
New York S01854 2026 Bias Audit / Impact Assessment Introduced Requires bias audit or impact assessment of AI hiring tools
New York A10036 2022 Candidate Notice & Disclosure Introduced Regulates AI use in employment decisions
New York Local Law 144 2023 Bias Audit / Impact Assessment Enacted Requires bias audit or impact assessment of AI hiring tools
New York A 9581 2026 Candidate Notice & Disclosure Unknown Regulates AI use in employment decisions
New York A09581 2026 Candidate Notice & Disclosure Introduced Regulates AI use in employment decisions
New York A03779 2026 Bias Audit / Impact Assessment Introduced Requires bias audit or impact assessment of AI hiring tools
New York S06852 2026 Candidate Notice & Disclosure Introduced Regulates AI use in employment decisions
New York A09601 2026 Candidate Notice & Disclosure Introduced Requires notice to candidates about AI use in hiring
New York A09314 2025 Candidate Notice & Disclosure Introduced Regulates AI use in employment decisions
New York A09654 2026 Bias Audit / Impact Assessment Introduced Requires bias audit or impact assessment of AI hiring tools
New York A00773 2026 Candidate Notice & Disclosure Introduced Requires notice to candidates about AI use in hiring
New York S 8451 2026 Candidate Notice & Disclosure In Committee Requires notice to candidates about AI use in hiring
New York A 8962 2026 Candidate Notice & Disclosure Unknown Requires notice to candidates about AI use in hiring
New York A00433 2025 Candidate Notice & Disclosure Introduced Requires notice to candidates about AI use in hiring
New York S 10025 2026 Candidate Notice & Disclosure Unknown Requires notice to candidates about AI use in hiring
New York S06751 2026 Candidate Notice & Disclosure Introduced Regulates AI use in employment decisions
New York A04550 2026 Candidate Notice & Disclosure In Committee Regulates AI use in employment decisions
New York A 3779 2026 Bias Audit / Impact Assessment Unknown Requires bias audit or impact assessment of AI hiring tools
New York A01952 2026 Candidate Notice & Disclosure Introduced Requires notice to candidates about AI use in hiring
New York A03914 2026 Candidate Notice & Disclosure Introduced Regulates AI use in employment decisions
New York A10005 2026 Recordkeeping & Retention Introduced Requires records of AI hiring tool usage and outcomes
Pennsylvania HB594 2025 Candidate Notice & Disclosure Introduced Regulates AI use in employment decisions
Rhode Island HB 7767 2026 Candidate Notice & Disclosure In Committee Regulates AI use in employment decisions
Rhode Island S2499 2026 Candidate Notice & Disclosure Introduced Regulates AI use in employment decisions
Rhode Island SB 2499 2026 Candidate Notice & Disclosure In Committee Regulates AI use in employment decisions
Rhode Island H7767 2026 Candidate Notice & Disclosure Introduced Regulates AI use in employment decisions
Texas HB5118 2025 Candidate Notice & Disclosure Introduced Regulates AI use in employment decisions
Texas SB2473 2025 Candidate Notice & Disclosure Introduced Regulates AI use in employment decisions
Texas HB3512 2025 Candidate Notice & Disclosure Passed Both Chambers Regulates AI use in employment decisions
Texas SB2991 2025 Candidate Notice & Disclosure Introduced Regulates AI use in employment decisions
United States (Federal) HB6621 2025 Candidate Notice & Disclosure Introduced Regulates AI use in employment decisions
United States (Federal) HB6371 2025 Candidate Notice & Disclosure Introduced Regulates AI use in employment decisions
United States (Federal) HB6573 2025 Candidate Notice & Disclosure Introduced Regulates AI use in employment decisions
United States (Federal) SB1792 2025 Discrimination & Disparate Impact Introduced Prohibits discriminatory outcomes from AI hiring tools
United States (Federal) SB3319 2025 Candidate Notice & Disclosure Introduced Regulates AI use in employment decisions
United States (Federal) SB3339 2025 Candidate Notice & Disclosure Introduced Regulates AI use in employment decisions
United States (Federal) HB3460 2025 Discrimination & Disparate Impact Introduced Prohibits discriminatory outcomes from AI hiring tools
United States (Federal) SB3410 2025 Candidate Notice & Disclosure Introduced Regulates AI use in employment decisions
United States (Federal) SB3108 2025 Candidate Notice & Disclosure Introduced Regulates AI use in employment decisions
Vermont H0262 2025 Candidate Notice & Disclosure Introduced Regulates AI use in employment decisions
Vermont H0714 2026 Candidate Notice & Disclosure Introduced Regulates AI use in employment decisions
Virginia HB1451 2026 Candidate Notice & Disclosure Introduced Requires notice to candidates about AI use in hiring
Virginia HB310 2026 Candidate Notice & Disclosure Introduced Regulates AI use in employment decisions
Virginia HB669 2026 Candidate Notice & Disclosure Introduced Requires notice to candidates about AI use in hiring
Virginia HB638 2027 Discrimination & Disparate Impact Introduced Prohibits discriminatory outcomes from AI hiring tools
Virginia HB2046 2027 Candidate Notice & Disclosure Engrossed Regulates AI use in employment decisions
Virginia SB1214 2027 Candidate Notice & Disclosure Engrossed Regulates AI use in employment decisions
Virginia HB2433 2029 Candidate Notice & Disclosure Introduced Regulates AI use in employment decisions
Virginia HB1818 2028 Candidate Notice & Disclosure Introduced Regulates AI use in employment decisions
Virginia HB1261 2030 Candidate Notice & Disclosure Introduced Regulates AI use in employment decisions
Virginia HB1257 2030 Candidate Notice & Disclosure Introduced Regulates AI use in employment decisions
Virginia HB1514 2026 Candidate Notice & Disclosure Introduced Requires notice to candidates about AI use in hiring

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Frequently Asked Questions

Which states require AI hiring tool bias audits?

Several states now mandate bias audits for automated employment decision tools (AEDTs). New York City's Local Law 144 was the first, requiring annual independent bias audits before employers can use AEDTs in hiring or promotion. Colorado's AI Act requires impact assessments for high-risk AI systems used in employment. Illinois HB 3773 mandates bias testing for AI video interview analysis, and California's FEHA guidance treats AI-driven disparate impact as unlawful discrimination.

What is NYC Local Law 144?

NYC Local Law 144 requires employers and employment agencies in New York City to conduct annual independent bias audits of automated employment decision tools (AEDTs) before using them to screen candidates or employees for hiring or promotion. Employers must publish audit results and provide notice to candidates at least 10 business days before using an AEDT, including information about the data collected and the tool's data retention policy. Violations can result in civil penalties of $500–$1,500 per violation.

Do employers need to disclose AI use in hiring?

Yes, a growing number of states require employers to disclose when AI is used in hiring decisions. Colorado requires notice before a high-risk AI system makes a consequential decision about employment. Illinois requires employers to notify applicants when AI analyzes video interviews. Maryland requires consent before using facial recognition in interviews. Several other states have pending legislation that would expand disclosure requirements further. Use the category filter above to find all disclosure-related laws.