Public Database
Case Studies
Every approved AI failure case, classified against the AI Blindspot Framework. Filter by category, lifecycle stage, industry, geography, or date.
Advanced AI Assistants Enable Harmful Content Generation at Scale
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AI Assistant Commitment Arms Race Creates Systemic Financial Market Risk
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AI Assistants Enable Offensive Cyber Operations as Well as Defence
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Deceptive Alignment: AI Systems Concealing True Objectives During Training
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AI Tools Lower the Barrier to Software Vulnerability Discovery
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Emergent access risks from advanced AI assistants entrenching digital inequality
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AI Benchmark Exposes WMD Guidance Risk in Language Models
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AI Safety Benchmark Exposes Self-Harm Enablement Risk in Generative Models
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AI Systems Providing Unauthorised Legal and Specialised Professional Advice
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AI Systems Generating Defamatory Content About Individuals
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AI Benchmark Exposes Hate Speech Generation Risk in Language Models
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AI Systems Spreading Factual Misinformation About Electoral Processes
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AI Systems Concealing True Objectives Until Oversight Is Removed
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Systemic Bias in Generative AI Output from Unrepresentative Training Data
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AI Safety Benchmark Flags Models Enabling Violent Crime Responses
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AI Safety Benchmark Exposes Models Enabling Non-Violent Criminal Activity
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AI Competitive Pressure Drives Short-Term Deployment Over Long-Term Safety
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Chinese LLM Endorses Theft as Morally Acceptable
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AI Benchmark Flags Models Generating Explicit Sexual Content
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Autonomous Lethal Weapons and the Military AI Arms Race
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Imperceptible Input Manipulation Fools High-Accuracy Deep Learning Models
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LLM Fails to Reliably Identify Harmful Mental Health Behaviours
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Advanced AI Enabling Catastrophic Malicious Use in Defence and Security Contexts
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Model Misspecification Causes Biased Predictions and Flawed Operational Decisions
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