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
3 sources
Guide citations are still under editorial review. Internet Engineering Task Force · 2023 · Technical architecture standard
Defines evidence, verifier and appraisal roles; an authentic attestation does not establish that an AI evaluation is adequate.
Evidence notes & 3 linked concerns + Horváth and colleagues · USENIX Security 2024 · Research systematization
Examines platform-dependent attacks, assumptions and practical limits, with experimental validation on an accelerator.
Evidence notes & 2 linked concerns + NVIDIA reference architecture · Official technical documentation
Lists trust assumptions and exclusions for a specific architecture, including application logging, compromised trusted roles and side channels.
Evidence notes & 3 linked concerns +