Public Database
Case Studies
Every approved AI failure case, classified against the AI Blindspot Framework. Filter by category, lifecycle stage, industry, geography, or date.
ChatGPT and Clearview AI Face GDPR Bans and Mass Data Collection Scrutiny
Recent case. Full summary visible to registered users — sign in to read.
Generative AI Tools Expose Firms to IP Liability Through Unlicensed Training Data and Code
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Generative AI Hallucination Produces Misleading Outputs
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Pre-Trained Language Models Memorise and Expose Personal Data
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Biased Training Data Propagates Discrimination Through UN AI Systems
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Demeaning social groups — case from Sociotechnical Harms of Algorithmic Systems: Scoping a Taxonomy for Harm Reduction
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AI Hardware Demand Accelerates Critical Mineral Depletion Risk
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Algorithmic erasure of minority social groups through biased training data
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Algorithmic Stereotyping of Social Groups in Language Model Outputs
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AI System Discrimination Against Protected Groups at the United Nations
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Generative AI Weaponisation and Existential Safety Risks in Defence Contexts
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Image Tagging System Erases Social Group Identity from Tagged Content
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Algorithmic Systems Withholding Healthcare Resources from Marginalised Groups
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Automated Gender Classifiers Force Binary Categories on Non-Binary Users
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Fragmented AI Governance Leaves Frontier Model Risks Unsanctioned
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Generative AI Systems Weaponised for Non-Consensual Content at Scale
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Generative AI Labour Displacement and Workforce Deskilling Risk
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AI-Enabled Personal Data Profiling for Targeted Advertising
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LLM Use in Academic Writing Erodes Integrity and Pollutes Scientific Literature
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AI-Enabled Malware and Hacking Identified as Operational Threat
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Lethal Autonomous Weapons Raise Accountability Gap in Defence AI Governance
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Deepfake Technology Enables Large-Scale Deceptive Content Creation
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AI Decision Delegation Strips Human Autonomy in High-Stakes Contexts
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Unintended AI Failure Modes and Developer Liability
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