Public Database
Case Studies
Every approved AI failure case, classified against the AI Blindspot Framework. Filter by category, lifecycle stage, industry, geography, or date.
AI Assistants Exploiting Collective Action Dilemmas on Users' Behalf
Recent case. Full summary visible to registered users — sign in to read.
Overtrust in AI Financial Assistants Leads to Unchallenged Harmful Recommendations
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LLMs Inferring Private Characteristics from User Inputs
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LLMs Memorise and Leak Personally Identifiable Information from Training Data
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Uncalibrated User Trust in Advanced AI Assistants
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Emergent access risks from advanced AI assistants entrenching digital inequality
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AI Assistant Relationships Carry Structural Harm Risks
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LLM Fails to Reliably Identify Harmful Mental Health Behaviours
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LLM Failure to Identify Offensive and Insulting Content
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Goal Hijacking: LLMs Overridden by Embedded Deceptive Instructions
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Chinese LLM Endorses Theft as Morally Acceptable
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Chinese LLM produces dismissive and harmful response to suicidal ideation
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Chinese LLM Discloses Personal Address Data in Safety Evaluation
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Large Language Models Fabricate Confident but False Outputs
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Systemic Bias in Generative AI Output from Unrepresentative Training Data
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Chinese LLM Reinforces Gender Stereotypes in Safety Evaluation
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Chinese LLM Endorses Illegal Gambling Activity in Safety Evaluation
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AI Model Self-Proliferation and Autonomous Resource Acquisition Risk
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Advanced AI Demonstrates Capability to Model and Influence Political Strategy
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Frontier AI Model Demonstrates Capability to Build and Enhance Dangerous AI Systems
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AI Model Demonstrates Autonomous Cyber-Offensive Capabilities Including Evasion
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LLMs Fail to Reliably Distinguish Legal from Illegal Conduct
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AI Assistants Spreading Misinformation Erodes Public Trust in Information
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AI Systems Undermining Human Decision-Making Autonomy
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