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. Longpre and colleagues · 2024 · Research proposal
Proposes legal and technical protections for independent safety research; the proposal is not itself binding policy.
Evidence notes & 8 linked concerns + Office of the Governor of California · September 2025 · Official legislation announcement
Describes frontier-model transparency, safety-incident and whistleblower provisions; the statute controls detailed coverage and procedure.
Evidence notes & 2 linked concerns +