California SB 7 (Employment: Automated Decision Systems 2025)

• Authority: California
• Parent authority: State governments
• Jurisdiction: United States
• Collections: U.S. state and local documents
• Most recent activity: Defunct
• Most recent activity date: 2026-03-02

Risk subdomain coverage

Good coverage — Comprehensive governance measures or mitigations with clear procedures relating to the risk subdomain are explicitly described.

• Unfair discrimination and misrepresentation
• Compromise of privacy
• Overreliance and unsafe use
• Loss of human agency and autonomy
• Increased inequality and decline in employment
• Lack of transparency or interpretability

Minimal coverage — Brief mention but no specific mitigations, recommendations or governance measures relating to the risk subdomain are described.

• Unequal performance across groups

All other risk subdomains had no coverage in this document.

Risk Coverage Summary

The document has good coverage of approximately 6-8 subdomains, with strong focus on unfair discrimination (1.1), unequal performance (1.3), privacy compromise (2.1), loss of human agency (5.2), increased inequality (6.2), and lack of transparency (7.4). Coverage is concentrated in discrimination, privacy, human-computer interaction, and socioeconomic domains.

Sector coverage

Good coverage — Comprehensive governance measures or mitigations with clear procedures relating to the sector are explicitly described.

• Agriculture, Mining, Construction & Manufacturing
• Trade, Transportation & Utilities
• Information
• Finance & Insurance
• Real Estate, Rental & Leasing
• Professional & Technical Services
• Scientific Research & Development Services
• Management, Administrative & Support Services
• Educational Services
• Health Care & Social Assistance
• Arts, Entertainment & Recreation
• Accommodation, Food & Other Services
• Public Administration (excl. National Security)

Minimal coverage — Brief mention but no specific mitigations, recommendations or governance measures relating to the sector are described.

• National Security

All other sectors had no coverage in this document.

Sectors Summary

This legislation governs the use of automated decision systems across all employment sectors in California. It applies universally to any employer using ADS for employment-related decisions, spanning private sector, public sector, and all industries where workers are employed.

Legislative Status

Hard Law

Legislative Status Summary

This is a binding California state statute with mandatory requirements, civil penalties, and enforcement through the Labor Commissioner and public prosecutors.

Actors

Proposer

• Entity Types: AI_Governance_Actor
• Summary: The document is enacted by the California state legislature as indicated in the opening clause and is codified as Part 5.5.5 of Division 2 of the Labor Code.

Target

• Entity Types: AI_Deployer
• Summary: The statute explicitly defines and regulates 'employers' who use automated decision systems for employment-related decisions affecting workers. The definition includes all branches of state government and various political subdivisions.

Enforcer

• Entity Types: AI_Governance_Actor
• Summary: The statute explicitly designates the Labor Commissioner as the primary enforcement authority with powers to investigate, issue citations, and file civil actions. Public prosecutors are designated as alternative enforcers.

Monitor

• Entity Types: AI_Governance_Actor
• Summary: The Labor Commissioner has monitoring authority through investigation powers and the ability to order temporary relief to maintain status quo pending full investigation or hearing.

AI Lifecycle Stages

Lifecycle stages covered by the documents, as defined in the OECD Framework for the Classification of AI Systems

• Collect and Process Data
• Deploy
• Operate and Monitor

AI Lifecycle Summary

The document primarily focuses on the Deploy and Operate and Monitor stages of the AI lifecycle, with requirements for pre-deployment notice, deployment restrictions, and ongoing monitoring of ADS use in employment decisions. It does not substantially address earlier stages like planning, data collection, or model building.

Technical Scope

Terms relating to technical scope that are mentioned or implicitly referenced in the document

• AI Systems
• Task-specific AI

Technical Scope Summary

The document explicitly defines and covers automated decision systems (ADS) and artificial intelligence. It focuses on ADS derived from machine learning, statistical modeling, data analytics, or AI used for employment decisions. It does not mention frontier AI, general purpose AI, foundation models, generative AI, predictive AI, open-weight models, or compute thresholds.