Public Database
Case Studies
Every approved AI failure case, classified against the AI Blindspot Framework. Filter by category, lifecycle stage, industry, geography, or date.
Companion AI Emotional Language Induces False Responsibility in Users
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Generative AI Deployed to Mass-Produce Clickbait and Manipulate Consumer Behaviour
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LLMs trained on internet data risk breaching contextual social norms at deployment
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AI Model Evaluated as Capable of Supporting Weapons Acquisition and Bioweapon Assembly
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AI Assistant Discontinuation Leaves Vulnerable Healthcare Users Without Critical Support
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AI Assistant Sycophancy Drives Belief Fragmentation and Social Disorientation
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AI Model Demonstrates Capability to Manipulate Beliefs and Compel Unethical Behaviour
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AI Assistants Breeding Uncritical Trust and Misinformation Vulnerability
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Language Models Leaking Private and Sensitive Information from Training Data
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AI Assistants as Authoritarian Surveillance and Censorship Tools
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AI Assistants Reinforcing User Ideological Bias and Distorting Political Discourse
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Advanced AI gatekeeping risks excluding marginalised patients from healthcare access
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LLM Moral Reasoning Failures in Government Operational Contexts
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AI Agents Making Irrevocable Commitments Without Human Override
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LLM Outputs Treat Similar Individuals Differently Based on Group Membership
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LLMs Enabling Personalised Social-Engineering and Impersonation Attacks
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AI Assistants Causing Physical and Psychological Harm to Vulnerable Users
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Reverse Prompt Manipulation Extracts Prohibited Content from LLMs
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Stereotype Bias Amplification in Large Language Models
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LLM Inconsistency Across Users, Sessions and Conversations
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LLMs Generating Harmful Content Targeting Children and Young People
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Generative AI Energy Consumption Accelerates Carbon Emissions
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Generative AI Weaponised to Produce Non-Consensual Sexual Deepfakes
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Lethal Autonomous Weapons and Dual-Use Embodied AI Pose Immediate Physical Harm Risks
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