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. Brynjolfsson, Li and Raymond · Quarterly Journal of Economics 2025 · Workplace study
Staggered rollout of an assistant to customer-support workers; heterogeneous productivity effects. Not an economy-wide displacement estimate.
Evidence notes & 2 linked concerns + Doellgast and colleagues · ILO 2025 · Working paper and case studies
Examples of worker representation influencing AI adoption and conditions. Not a randomized estimate of all consultation outcomes.
Evidence notes & 3 linked concerns +