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 Government training datasets Show all concerns 2 sources
Guide citations are still under editorial review. Government of India Press Information Bureau · Government program update
August 2026 discussion of datasets, governance and model development. Does not establish that every listed dataset is suitable for every use.
Evidence notes & 2 linked concerns + European Data Protection Board · December 2024 · Regulatory opinion overview
Discusses anonymity, legitimate interest, and unlawful processing case by case. Consent is not the only potential lawful basis.
Evidence notes & 11 linked concerns +