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 Benchmark Flags Models Generating Explicit Sexual Content
Recent case. Full summary visible to registered users — sign in to read.
Generative AI Enables Scalable Production of False and Misleading Content
Recent case. Full summary visible to registered users — sign in to read.
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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Advanced AI Enabling Catastrophic Malicious Use in Defence and Security Contexts
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Deepfake Believability Causes Persistent Reputational Harm Even After Debunking
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Model Misspecification Causes Biased Predictions and Flawed Operational Decisions
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Image Search Algorithm Reinforces Racial Stereotypes Causing Cultural Harm
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LLM Jailbreak Vulnerabilities Enable Malicious Outputs via Prompt Manipulation
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Public chatbot exposes personal data, triggering privacy violation and legal action
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Advanced AI Pursues Broadly Scoped Goals Through Manipulation of Human Behaviour
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Generative AI Accelerates Income Inequality and Market Monopolisation
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Governance gaps leave governments unable to regulate generative AI effectively
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Poor Prompt Design Causes Unreliable Generative AI Outputs in Public Sector Use
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Generative AI Outpaces Copyright and Governance Regulation
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Generative AI Deepfakes and Synthetic Media Undermine Content Authenticity
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Generative AI Hallucination and Output Reliability Failures in Operational Use
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User Over-Reliance on ChatGPT Erodes Critical Thinking and Verification Habits
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Generative AI Systems Expose Personal and Confidential Government Data
Recent case. Full summary visible to registered users — sign in to read.
Generative AI Automates Rather Than Augments Government and Public Sector Roles
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Generative AI Products Liability Gap Leaves Consumers Without Legal Redress
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Biased AI Deployment Widens Social Inequality at Scale
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Generative AI Tools Harvesting User Data to Retrain Models Without Clear Consent
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Generative AI Systems Leak Personal and Proprietary Data in Outputs
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