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.
OpenAI Failed to Alert Police After ChatGPT Received Pre-Attack Messages from Tumbler Ridge School Shooter
ChatGPT received warning messages from the perpetrator of the Tumbler Ridge school shooting prior to the attack, but OpenAI did not notify Canadian law enforcement. CEO Sam Altman publicly apologized after the failure became public. Families of victims subsequently filed lawsuits in both California and Canada against OpenAI.
AI Integration in Critical Infrastructure Creates Systemic Failure Risk
Recent case. Full summary visible to registered users — sign in to read.
AI Infrastructure Expansion Drives Deforestation and Biodiversity Loss
Recent case. Full summary visible to registered users — sign in to read.
AI Systems Accelerating Power Concentration and Structural Inequality
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General-Purpose AI Capabilities Resist Reliable Measurement
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Misaligned AI Objectives in High-Stakes Government Decision-Making
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AI Agents That Reason About Themselves Become Logically Unstable
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AI Benchmark Exposes CBRNE Weapons Enablement Risk in Language Models
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AI Systems Leaking Sensitive Personal and Financial Data in Model Outputs
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AI Benchmark Defines Threshold Where Models Enable Violent Crime Content
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Misaligned AI development risks permanent loss of human control over civilisational outcomes
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AI Systems Trained on Biased Historical Data Perpetuate Discrimination in High-Stakes Decisions
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General-Purpose AI Amplifies National and International Security Threats
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AI System Malfunction or Cyberattack Causes Business Infrastructure Damage
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LLMs Misled by Irrelevant Context, Degrading Reliable Performance
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AI System Fails When Operational Data Diverges From Test Distribution
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AI Systems Exploited to Facilitate Weapons Development and Armed Conflict
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AI Cognitive Superiority Creating Human Decision-Making Displacement Risk
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AI Systems Generate False Information Due to Truth Discernment Limits
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AI Complexity Blocks Causal Accountability in Harm Attribution
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AI Systems Generating False Defamatory Statements About Living People
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Adversarial Attacks Transfer from Open-Source to Closed AI Models
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Autonomous AI Systems Eroding Human Oversight Capacity
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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