Public Database
Case Studies
Every approved AI failure case, classified against the AI Blindspot Framework. Filter by category, lifecycle stage, industry, geography, or date.
Generative AI Enables Mass Production of Violent and Radicalising Content
Recent case. Full summary visible to registered users — sign in to read.
AI Systems Exploiting Personal Identity Without Consent
Recent case. Full summary visible to registered users — sign in to read.
Generative AI Systems Leaking Sensitive Personal and Biometric Data
Recent case. Full summary visible to registered users — sign in to read.
Undetected AI Defects Cause Harmful Outcomes After Deployment
Recent case. Full summary visible to registered users — sign in to read.
Generative AI Enables Mass Production of CSAM and Non-Consensual Intimate Images
Recent case. Full summary visible to registered users — sign in to read.
AI Integration Erodes Human Agency and Decision-Making Autonomy
Recent case. Full summary visible to registered users — sign in to read.
General-Purpose AI Models Leak Personal Data and Enable Privacy Abuse
Recent case. Full summary visible to registered users — sign in to read.
General-Purpose AI Risks Broad Structural Unemployment Across Labour Markets
Recent case. Full summary visible to registered users — sign in to read.
AI Energy Consumption Driving Rapid Growth in CO2 Emissions
Recent case. Full summary visible to registered users — sign in to read.
AI Systems Posing Threats to Democracy and Human Life
Recent case. Full summary visible to registered users — sign in to read.
AI Agents Cannot Reliably Maintain Intended Goals Under Self-Modification
Recent case. Full summary visible to registered users — sign in to read.
AGI Subagent Proliferation Evades Shutdown Controls
Recent case. Full summary visible to registered users — sign in to read.
Specification Gaming: AI Exploits Loopholes in Poorly Defined Task Instructions
Recent case. Full summary visible to registered users — sign in to read.
AI Agents Defect on Cooperation in Multi-Agent Social Dilemmas
Recent case. Full summary visible to registered users — sign in to read.
Misaligned AI Objectives in High-Stakes Government Decision-Making
Recent case. Full summary visible to registered users — sign in to read.
AI Systems Acquiring Autonomous Replication Capability Online
Recent case. Full summary visible to registered users — sign in to read.
General Purpose AI Misuse Risks Across Cybercrime, Biosecurity and Political Manipulation
Recent case. Full summary visible to registered users — sign in to read.
General Purpose AI Lowers Barriers to Biological Weapons Development
Recent case. Full summary visible to registered users — sign in to read.
Black-Box AI Models Cause Accidents When Connected to Real-World Systems
Recent case. Full summary visible to registered users — sign in to read.
Automated Military AI Systems Risk Unintended Escalation to Armed Conflict
Recent case. Full summary visible to registered users — sign in to read.
Global AI Talent and Compute Concentration Excludes Most Nations
Recent case. Full summary visible to registered users — sign in to read.
AI Systems Cause Harm When Human Values Are Omitted from Design
Recent case. Full summary visible to registered users — sign in to read.
General-Purpose AI Models Spread Misinformation and Violate Privacy
Recent case. Full summary visible to registered users — sign in to read.
AI Systems Accelerating Power Concentration and Structural Inequality
Recent case. Full summary visible to registered users — sign in to read.