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. Coalition for Content Provenance and Authenticity · specification 2.2 · Technical standard explainer
Explains signed provenance, trust and durable credentials. Provenance does not certify factual truth, and metadata can be removed.
Evidence notes & 4 linked concerns + NIST · AI 100-4 · November 2024 · Official technical report
Surveys provenance, watermarking, detection and labeling across media; no single approach proves truth or covers every transformation.
Evidence notes & 15 linked concerns +