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. Iason Gabriel · Google DeepMind, 2020 · Research explanation
Distinguishes technical alignment from the question of whose values should guide AI in a plural society.
Evidence notes & 3 linked concerns + AlKhamissi, ElNokrashy, Alkhamissi and Diab; ACL · Research paper
Survey-response comparisons in Egypt and the US; language and training mixture affect measured alignment.
Evidence notes & 3 linked concerns +