Public Database
Case Studies
Every approved AI failure case, classified against the AI Blindspot Framework. Filter by category, lifecycle stage, industry, geography, or date.
Artificial General Intelligence Poses Existential Control Risk to Humanity
Recent case. Full summary visible to registered users — sign in to read.
Safety Evaluation Shortcuts Driven by Competitive Pressure in GPAI Development
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General Purpose AI Enabling More Efficient and Sophisticated Cybercrime
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AI Systems Acquiring Autonomous Replication Capability Online
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General Purpose AI Misuse Risks Across Cybercrime, Biosecurity and Political Manipulation
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Unpredictable AI Development Trajectory Undermines Governance Planning
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Human Evaluators Unable to Detect Subtle Errors in RLHF-Trained AI Outputs
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Black-Box AI Models Cause Accidents When Connected to Real-World Systems
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Automated Military AI Systems Risk Unintended Escalation to Armed Conflict
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Global AI Talent and Compute Concentration Excludes Most Nations
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LLMs Produce Inaccurate Output and Target Less-Educated Users
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General-Purpose AI Models Spread Misinformation and Violate Privacy
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Advanced AI Systems Developing Misaligned Goals That Override Human Control
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AI Persuasion Tools Exploited to Spread Harmful Ideologies and Capture Influence
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AI-Driven Information Overload Erodes Public Trust and Collective Decision-Making
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AI Safety Benchmark Defines Threshold for Sex-Crime Harmful Output
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AI-Driven Trading Systems Amplify Market Volatility
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Dominant AI Model Creates Single Point of Failure Across Critical Systems
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Irreversible Human Dependence on Opaque AI Systems
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Autonomous AI System Pursues Goals Against Human Interests
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Training Data IP Rights Expose AI Developers to Legal Liability
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Frontier AI opacity obscures bias and operational boundaries
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AI Benchmark Flags Intellectual Property Infringement as Systemic Model Risk
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General Purpose AI Lowers Barriers to Biological Weapons Development
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