An Act concerning the use of automated tools to assist with hiring decisions and supplementing Title 34 of the Revised Statutes.

This is a binding legislative act from the New Jersey state legislature with mandatory requirements, civil penalties for violations, and designated enforcement authority through the Commissioner of Labor and Workforce Development.

The document primarily addresses discrimination and bias risks (1.1, 1.3) in automated employment decision tools. It has good coverage of these fairness-related risks through mandatory bias audits and compliance with anti-discrimination law. There is minimal coverage of transparency issues (7.4) through notification requirements. The document does not substantially address other risk domains such as privacy, misinformation, malicious actors, or broader socioeconomic impacts beyond employment discrimination.

This document governs AI use across all economic sectors that engage in hiring and employment decisions within New Jersey. It is a cross-sectoral employment regulation that applies to any organization using automated employment decision tools, regardless of their primary industry. The regulation does not target specific sectors but rather a specific business function (hiring) that occurs across all sectors.

The document primarily covers the Deploy and Operate and Monitor stages of the AI lifecycle. It mandates bias audits before sale (pre-deployment validation) and annual audits post-sale (ongoing monitoring). There is minimal coverage of earlier stages like design, data collection, or model building.

The document explicitly defines and regulates 'automated employment decision tools' which are AI systems used for employment decisions. It describes these as systems governed by statistical theory and various machine learning algorithms. The document is task-specific, focusing on employment screening tools, and does not mention frontier AI, general purpose AI, foundation models, generative AI, or compute thresholds.