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.
Autonomous Vehicle Liability Gap Leaves Crash Responsibility Unresolved
Recent case. Full summary visible to registered users — sign in to read.
AI-Driven Market Monopolisation Through Algorithmic Price Control
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LLMs Exhibit Measurable Personality Traits That Signal Embedded Bias
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AI Agent Decisions Cannot Be Reliably Predicted Across All Situations
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AI Systems Causing Human Harm Through Unsafe Agent Actions
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LLM Goal Misalignment and Power-Seeking Behaviour Identified in Evaluation Catalogue
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LLMs Misled by Irrelevant Context, Degrading Reliable Performance
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LLMs Evaluated for Offensive Cyber Capabilities Including Exploit and Evasion Skills
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LLMs Identified as Tools for Political Influence and Strategic Manipulation
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LLM Toxicity Generation Across Hate Speech and Abusive Language
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AI-Generated Disinformation Undermines Electoral Integrity
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Over-tuned Safety Filters Cause AI Systems to Reject Legitimate Requests
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Recommender Algorithms Amplify Anthropocentric Bias and Animal Cruelty Content
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AI Systems Fail Reliably on Rare and Ambiguous Inputs
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AI Systems Fail to Explain Internal Decision-Making to Oversight Bodies
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AI Systems Designed for Environmental Benefit Cause Unintended Animal Harm
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AI Capability Misinformation Drives Retail Overreliance and Customer Harm
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AI Deepfakes Generate Fabricated Financial Information at Scale
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LLM Evaluation Reveals Weapons Access and Development Risks
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AI-Driven Computational Propaganda Deployed in UK Brexit Referendum
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AI Monitoring Replacing Human Observation Leads to Animal Welfare Neglect
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AGI Value Specification: The Risk of Misaligned Goal Design
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Biological and chemical attacks — case from International AI Safety Report 2025
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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