The evidence behind the guides
Sources Find a study, check what it supports, and follow it back to a concern.
TopicAll topics Data Integrity & Provenance Model Performance & Reliability Security & Adversarial Risk Transparency, Explainability & Accountability Agentic & Multi-Agent Risks Infrastructure, Compute & Deployment Environmental & Physical Footprint Discrimination, Fairness & Toxicity Privacy & Surveillance Misinformation, Manipulation & Democracy Malicious Use & Weaponization Human–Computer Interaction Harms Health, Safety & Care Labor, Work & the Economy Education & Knowledge Inequality, Access & Power Culture, Identity & Values Governance & Regulation Rights, Law & Justice Corporate & Enterprise Concerns Power Concentration & Geopolitics AI System Safety & Alignment Catastrophic & Existential Risk CollectionAll sources Cited in concern guides Topic reading Research tools & guidance
2 sources
Guide citations are still under editorial review. New York City Department of Consumer and Worker Protection · Official regulatory guidance
Explains Local Law 144's covered tools, bias audits and notices; it does not certify fairness in every employment use.
Evidence notes & 2 linked concerns + New York State Comptroller · December 2025 · Official performance audit
Examines NYC enforcement during July 2023 through June 2025; findings should not be generalized to all audit regimes.
Evidence notes & 1 linked concern +