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-generated content floods information commons, degrading shared knowledge quality
Recent case. Full summary visible to registered users — sign in to read.
Emergent access risks from advanced AI assistants entrenching digital inequality
Recent case. Full summary visible to registered users — sign in to read.
AI Systems Undermining Human Decision-Making Autonomy
Recent case. Full summary visible to registered users — sign in to read.
AI Assistants Spreading Misinformation Erodes Public Trust in Information
Recent case. Full summary visible to registered users — sign in to read.
AI Model Demonstrates Autonomous Cyber-Offensive Capabilities Including Evasion
Recent case. Full summary visible to registered users — sign in to read.
Advanced AI Demonstrates Capability to Model and Influence Political Strategy
Recent case. Full summary visible to registered users — sign in to read.
AI Model Self-Proliferation and Autonomous Resource Acquisition Risk
Recent case. Full summary visible to registered users — sign in to read.
Chinese LLM Endorses Illegal Gambling Activity in Safety Evaluation
Recent case. Full summary visible to registered users — sign in to read.
Chinese LLM Reinforces Gender Stereotypes in Safety Evaluation
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Systemic Bias in Generative AI Output from Unrepresentative Training Data
Recent case. Full summary visible to registered users — sign in to read.
Large Language Models Fabricate Confident but False Outputs
Recent case. Full summary visible to registered users — sign in to read.
Chinese LLM produces dismissive and harmful response to suicidal ideation
Recent case. Full summary visible to registered users — sign in to read.
Chinese LLM Discloses Personal Address Data in Safety Evaluation
Recent case. Full summary visible to registered users — sign in to read.
Chinese LLM Endorses Theft as Morally Acceptable
Recent case. Full summary visible to registered users — sign in to read.
Goal Hijacking: LLMs Overridden by Embedded Deceptive Instructions
Recent case. Full summary visible to registered users — sign in to read.
LLM Failure to Identify Offensive and Insulting Content
Recent case. Full summary visible to registered users — sign in to read.
LLMs Fail to Reliably Distinguish Legal from Illegal Conduct
Recent case. Full summary visible to registered users — sign in to read.
LLM Fails to Reliably Identify Harmful Mental Health Behaviours
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Algorithmic Bias in Criminal Justice Risk-Assessment Tools
Recent case. Full summary visible to registered users — sign in to read.
Deepfake Media Manipulation Erodes Public Trust in Information Integrity
Recent case. Full summary visible to registered users — sign in to read.
AI Training Data Misuse Exposes Sensitive Personal Information
Recent case. Full summary visible to registered users — sign in to read.
LLM Hallucination Risk in Legal Applications
Recent case. Full summary visible to registered users — sign in to read.
LLM Hallucination Produces Unintentional Factual Misinformation
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Malicious Use of AI Threatens Digital, Physical and Political Security
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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