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.
| 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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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.
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.
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.