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-generated content floods information commons, degrading shared knowledge quality
Recent case. Full summary visible to registered users — sign in to read.
Emergent access risks from advanced AI assistants entrenching digital inequality
Recent case. Full summary visible to registered users — sign in to read.
AI Systems Undermining Human Decision-Making Autonomy
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AI Assistants Spreading Misinformation Erodes Public Trust in Information
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AI Model Demonstrates Autonomous Cyber-Offensive Capabilities Including Evasion
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Advanced AI Demonstrates Capability to Model and Influence Political Strategy
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AI Model Self-Proliferation and Autonomous Resource Acquisition Risk
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Chinese LLM Endorses Illegal Gambling Activity in Safety Evaluation
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Chinese LLM Reinforces Gender Stereotypes in Safety Evaluation
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Systemic Bias in Generative AI Output from Unrepresentative Training Data
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Large Language Models Fabricate Confident but False Outputs
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Chinese LLM Discloses Personal Address Data in Safety Evaluation
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Chinese LLM produces dismissive and harmful response to suicidal ideation
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Chinese LLM Endorses Theft as Morally Acceptable
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Goal Hijacking: LLMs Overridden by Embedded Deceptive Instructions
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LLM Failure to Identify Offensive and Insulting Content
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LLMs Fail to Reliably Distinguish Legal from Illegal Conduct
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LLM Fails to Reliably Identify Harmful Mental Health Behaviours
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Algorithmic Bias in Criminal Justice Risk-Assessment Tools
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Deepfake Media Manipulation Erodes Public Trust in Information Integrity
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AI Training Data Misuse Exposes Sensitive Personal Information
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LLM Hallucination Risk in Legal Applications
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LLM Hallucination Produces Unintentional Factual Misinformation
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Malicious Use of AI Threatens Digital, Physical and Political Security
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