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Home/Bills/S 4394New York · 2025–2026 Legislative Session
Senate BillIntroduced

S 4394: Establishes criteria for the use of automated employment decision tools; provides for enforcement for violations of such criteria.

New York · Senate · 2025–2026 Legislative Session · last verified January 8, 2026

What S 4394 does, verified January 8, 2026

The bill aims to regulate the use of automated employment decision tools in New York State. These tools use artificial intelligence to make decisions about hiring, promoting, or terminating employees. The bill requires deployers and developers to ensure that these tools do not discriminate against individuals based on protected characteristics. Deployers must perform regular impact assessments to identify and mitigate any risks of unlawful discrimination. Developers must provide deployers with information about the limitations of their tools and how they were evaluated for validity and explainability. The bill also requires deployers and developers to establish a governance program that maps, measures, manages, and governs the risks associated with these tools. This program must include administrative and technical safeguards to address reasonably foreseeable risks of unlawful discrimin…

Bill journey
1IntroducedCurrent
2In CommitteePending
3First Chamber FloorPending
4Second ChamberPending
5GovernorPending
6ChapteredPending
Last action: REFERRED TO LABOR (2026-01-07)Alert me
Recent actions4 total · showing 4
Jan. 07, 2026REFERRED TO LABOR
Dec. 05, 2025PRINT NUMBER 4394A
Dec. 05, 2025AMEND (T) AND RECOMMIT TO LABOR
Feb. 04, 2025REFERRED TO LABOR
Latest bill textIntroduced version, February 4, 2025 · 820 words
  
  STATE OF NEW YORK ________________________________________________________________________ 4394 2025-2026 Regular Sessions  IN SENATE February 4, 2025 ___________ Introduced by Sen. COMRIE -- read twice and ordered printed, and when printed to be committed to the Committee on Labor AN ACT to amend the labor law, in relation to establishing criteria for the use of automated employment decision tools The People of the State of New York, represented in Senate and Assem- bly, do enact as follows: 1 Section 1. The labor law is amended by adding a new section 203-g to 2 read as follows: 3 § 203-g. Use of automated employment decision tools. 1. For purposes 4 of this section, the following terms shall have the following meanings: 5 a. "Automated employment decision tool" means any system used to 6 filter employment candidates or prospective candidates for hire in a way 7 that establishes a preferred candidate or candidates without relying on 8 candidate-specific assessments by individual decision-makers. Automated 9 employment decision tools shall include personality tests, cognitive 10 ability tests, resume scoring systems and any system whose function is 11 governed by statistical theory, or whose parameters are defined by such 12 systems, including inferential methodologies, linear regression, neural 13 networks, decision trees, random forests and other artificial intelli- 14 gence or machine learning algorithms. The term "automated employment 15 decision tool" does not include a tool that does not automate, support, 16 substantially assist or replace discretionary decision-making processes 17 and that does not materially impact natural persons. 18 b. "Disparate impact analysis" means an impartial analysis, including 19 but not limited to testing of the extent to which use of an automated 20 employment decision tool is likely to result in an adverse impact to the 21 detriment of any group on the basis of sex, race, ethnicity, or other 22 protected class under article fifteen of the executive law. The results 23 of such analysis shall be reported to the employer implementing or using 24 an automated employment decision tool. A disparate impact analysis 25 shall differentiate between candidates who were selected and candidates EXPLANATION--Matter in italics (underscored) is new; matter in brackets [ ] is old law to be omitted. LBD05036-01-5 

 S. 4394 2 1 who were not selected by the tool and shall include a disparate impact 2 analysis as specified in the uniform guidelines on employee selection 3 procedures promulgated by the United States equal employment opportunity 4 commission. 5 c. "Employment decision" means to screen candidates for employment. 6 2. It shall be unlawful for an employer to implement or use an auto- 7 mated employment decision tool that fails to comply with the following 8 provisions: 9 a. No less than annually, a disparate impact analysis shall be 10 conducted to assess the actual impact of any automated employment 11 decision tool used by any employer to select candidates for jobs within 12 the state. Such disparate impact analysis shall be provided to the 13 employer but shall not be publicly filed and shall be subject to all 14 applicable privileges. 15 b. A summary of the most recent disparate impact analysis of such tool 16 as well as the distribution date of the tool to which the analysis 17 applies has been made publicly available on the website of the employer 18 or employment agency prior to the implementation or use of such tool. 19 c. No less than annually, any employer using an automated employment 20 decision tool shall provide to the department such summary of the most 21 recent disparate impact analysis provided to the employer on that tool. 22 3. The attorney general may initiate an investigation if a preponder- 23 ance of the evidence, including the summary of the most recent dispa- 24 rate impact analysis establishes a suspicion of a violation. The 25 attorney general may also initiate in any court of competent jurisdic- 26 tion any action or proceeding that may be appropriate or necessary for 27 correction of any violation issued pursuant this section, including 28 mandating compliance with the provisions of this section or such other 29 relief as may be appropriate. 30 4. The commissioner may initiate an investigation if a preponderance 31 of the evidence, including the summary of the most recent disparate 32 impact analysis establishes a suspicion of a violation. The commission- 33 er may also initiate in a court of competent jurisdiction any action or 34 proceeding that may be appropriate or necessary for the correction of 35 any violation issued pursuant to this section, including mandating 36 compliance with the provisions of this section or such other relief as 37 may be appropriate. 38 5. The department may promulgate rules and regulations as it deems 39 necessary to effectuate the purposes of this section, on or before such 40 effective date. 41 § 2. This act shall take effect immediately. 

Text of S 4394 as introduced, from the official record. Connect Plus keeps every version and highlights what changed.Compare versions
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