Annual or periodic testing requirements to detect discriminatory outcomes in AI decision systems. Here is what New York businesses need to know in 2026.
NYC Local Law 144 requires annual bias audits for Automated Employment Decision Tools (AEDTs). The audit must be performed by an independent third party and results published publicly.
State law does not replace federal law — you must comply with both. These federal rules apply to ai bias audit nationwide:
New York's NYC Local Law 144 applies to most businesses with limited exemptions. Even businesses with under 50 employees should review requirements. Always review the specific statute for employee count and revenue thresholds.
The key deadline in New York is In effect (LL144 since July 5, 2023). The law is still developing — monitor for final rules.
New York penalties for AI non-compliance: $500-$1,500 per violation per day. Enforcement is active. The state AG has authority to investigate and fine without prior warning.
Federal law does not currently preempt state AI laws. New York's NYC Local Law 144 applies independently of federal rules. Federal laws like ECOA, FCRA, and HIPAA also apply alongside state law — so you must comply with both.
Best practice: document all AI systems used, conduct an internal audit, implement required disclosures, and keep records for at least 3 years. For high-risk uses like ai bias audit, consider hiring an independent third-party auditor to validate compliance.
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