Public Database
Case Studies
Every approved AI failure case, classified against the AI Blindspot Framework. New to AIBlindspot? Start with the overview or the methodology.
AI Training Data Practices Create Copyright Liability and Research Opacity
Recent case. Full summary visible to registered users — sign in to read.
AI Energy Demand Projected to Double by 2026, Straining Climate Commitments
Recent case. Full summary visible to registered users — sign in to read.
General-Purpose AI Systems Enabling Inadvertent and Deliberate Privacy Violations
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AI Systems Masking Misalignment Until Deployment
Recent case. Full summary visible to registered users — sign in to read.
Compounding Regulatory, Management and Operational Failures in Public AI
Recent case. Full summary visible to registered users — sign in to read.
AI Surveillance Enabling Global Totalitarian Control
Recent case. Full summary visible to registered users — sign in to read.
AI Harms Evade Detection Due to Subtle and Long-Term Manifestation
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General-Purpose AI Systems Amplify Systemic Discrimination at Scale
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AI Systems Acting Against Human Interests Through Loss of Control
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AI Systems Without Moral Reasoning Produce Harmful Decisions
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AI Systems Developing Autonomous Motivations Beyond Designer Intent
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AI Superpower Race Destabilises International Relations
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General-Purpose AI Dual-Use Risk Creates Regulatory Blind Spots
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Opacity in AI Systems Prevents Reliable Behaviour Prediction
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Adversarial Input Vulnerabilities in General-Purpose AI Systems
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Winner-Take-All Concentration Risk in General-Purpose AI Development
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Adversarial Input Attacks Exploit AI Model Weaknesses at Inference
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AI Systems Reinforcing Market Trends and Amplifying Financial Bubbles
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AI Integration Erodes Human Agency and Decision-Making Autonomy
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Text Encoding Jailbreaks Bypass AI Safety Training
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Multimodal AI Systems Create Exploitable Security Vulnerabilities Across Input Channels
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AI Amplification of CBRN Weapon Effectiveness and Failures
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AI Systems Exposed to Harmful Content via Malicious External Tool Integration
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AI and Automation Systems Drive Excess Carbon Emissions
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Beyond accidental failureNational Security
We also track 20 hostile uses of AI.
The public database covers AI that fails by accident. AIBlindspot National Security — exclusive to the Defence tier — tracks AI used as a weapon, mapped by capability:
- State-Sponsored AI Operations
- 6
- AI-Enabled Disinformation
- 5
- Adversarial Attacks on AI
- 0
- Autonomous Weapon Incidents
- 1
- AI-Assisted Cyber Attacks
- 5
- Dual-Use AI Misuse
- 3