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
Sources for Communication-tool misuse Show all concerns 2 sources
Guide citations are still under editorial review. OWASP · Security guidance
Describes exposure of personal and confidential information and defensive considerations; not proof of a particular incident.
Evidence notes & 8 linked concerns + OWASP Gen AI Security Project · Security guidance
Distinguishes excessive functionality, permissions and autonomy; the framework identifies failure modes rather than their prevalence.
Evidence notes & 9 linked concerns +