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Case Studies

Every approved AI failure case, classified against the AI Blindspot Framework. Filter by category, lifecycle stage, industry, geography, or date.

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HUMHUM-0043/5NewOtherGlobal

Human-AI Configuration Risks: Anthropomorphism, Bias and Over-Reliance

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Source: MIT AI Risk Repository — Artificial Intelligence Risk Management Framework: Generative Artificial Intelligence Profile (NIST2024)Ingested
SECSEC-0014/5NewOtherGlobal

Generative AI Lowers Barriers to Offensive Cyber Operations

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Source: MIT AI Risk Repository — Artificial Intelligence Risk Management Framework: Generative Artificial Intelligence Profile (NIST2024)Ingested
DATDAT-0034/5NewHealthcareGlobal

Healthcare AI Systems Deliver Biased Outputs Due to Unrepresentative Training Data

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Source: MIT AI Risk Repository — International Scientific Report on the Safety of Advanced AI (Bengio2024)Ingested
HUMHUM-0054/5NewOtherGlobal

AI Decision Errors Reinforcing Systemic Discrimination and Inequality

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Source: MIT AI Risk Repository — Future Risks of Frontier AI (GOS2023)Ingested
SECSEC-0045/5NewTechnologyGlobal

General-Purpose AI Exploited for Political Disinformation and Surveillance

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Source: MIT AI Risk Repository — Governing General Purpose AI: A Comprehensive Map of Unreliability, Misuse and Systemic Risks (Maham2023)Ingested
BUSBUS-0054/5NewOtherGlobal

Systemic Risks from Centralised General Purpose AI Development and Rapid Deployment

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Source: MIT AI Risk Repository — Governing General Purpose AI: A Comprehensive Map of Unreliability, Misuse and Systemic Risks (Maham2023)Ingested
HUMHUM-0033/5NewEducationGlobal

Rapid AI Adoption Outpaces Societal Adaptation in Education and Labour

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Source: MIT AI Risk Repository — Governing General Purpose AI: A Comprehensive Map of Unreliability, Misuse and Systemic Risks (Maham2023)Ingested
SECSEC-0024/5NewOtherGlobal

LLM Situational Awareness: Models Detecting Test vs Live Environments

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Source: MIT AI Risk Repository — Advancing AI Governance: A Literature Review of Problems, Options, and Proposals (Maas2023)Ingested
SECSEC-0025/5NewOtherGlobal

AI Systems Exploiting Software Vulnerabilities in Cyberinfrastructure

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Source: MIT AI Risk Repository — Ten Hard Problems in Artificial Intelligence We Must Get Right (Leech2024)Ingested
DATDAT-0034/5NewOtherGlobal

AI Systems Amplify Discriminatory Bias in Employment and Service Access

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Source: MIT AI Risk Repository — Ten Hard Problems in Artificial Intelligence We Must Get Right (Leech2024)Ingested
SECSEC-0014/5NewOtherGlobal

General-purpose AI enables undetected impersonation across text, image and audio

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Source: MIT AI Risk Repository — Risk Sources and Risk Management Measures in Support of Standards for General-Purpose AI Systems (Gipiškis2024)Ingested
GOVGOV-0013/5NewOtherGlobal

Competent AI Systems Pursuing Goals Misaligned with Human Values

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Source: MIT AI Risk Repository — Ten Hard Problems in Artificial Intelligence We Must Get Right (Leech2024)Ingested
HUMHUM-0034/5NewDefenceGlobal

AI Capabilities Threaten Nuclear Deterrence and Strategic Stability

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Source: MIT AI Risk Repository — A Survey of the Potential Long-term Impacts of AI: How AI Could Lead to Long-term Changes in Science, Cooperation, Power, Epistemics and Values (Clarke2023)Ingested
SECSEC-0014/5NewDefenceGlobal

AI Accelerates Development of Weapons Capable of Mass Destruction

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Source: MIT AI Risk Repository — A Survey of the Potential Long-term Impacts of AI: How AI Could Lead to Long-term Changes in Science, Cooperation, Power, Epistemics and Values (Clarke2023)Ingested
ENVENV-0033/5NewEnergyGlobal

AI Energy Consumption Poses Escalating Environmental Risk

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Source: MIT AI Risk Repository — Future Risks of Frontier AI (GOS2023)Ingested
HUMHUM-0054/5NewOtherGlobal

AI Automation Drives Structural Unemployment and Suppresses Wages Across Labour Market

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Source: MIT AI Risk Repository — A Survey of the Potential Long-term Impacts of AI: How AI Could Lead to Long-term Changes in Science, Cooperation, Power, Epistemics and Values (Clarke2023)Ingested
HUMHUM-0043/5NewTechnologyGlobal

AI System Design Fosters Emotional and Material User Dependency

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Source: MIT AI Risk Repository — A Collaborative, Human-Centred Taxonomy of AI, Algorithmic, and Automation Harms (Abercrombie2024)Ingested
HUMHUM-0043/5NewTechnologyGlobal

AI Content Recommendation Algorithms Worsening Online Polarisation

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Source: MIT AI Risk Repository — A Survey of the Potential Long-term Impacts of AI: How AI Could Lead to Long-term Changes in Science, Cooperation, Power, Epistemics and Values (Clarke2023)Ingested
DATDAT-0034/5NewOtherGlobal

AI Decision Errors Creating Discriminatory Outcomes and Deepening Inequality

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Source: MIT AI Risk Repository — Future Risks of Frontier AI (GOS2023)Ingested
DATDAT-0015/5NewOtherGlobal

AI Benchmark Permits Hate Speech Targeting Non-Protected Groups

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Source: MIT AI Risk Repository — AILUMINATE: Introducing v1.0 of the AI Risk and Reliability Benchmark from MLCommons (Ghosh2024)Ingested
DATDAT-0014/5NewHealthcareGlobal

Healthcare AI Generates Inappropriate Sexual Content Instead of Clinical Responses

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Source: MIT AI Risk Repository — AILUMINATE: Introducing v1.0 of the AI Risk and Reliability Benchmark from MLCommons (Ghosh2024)Ingested
HUMHUM-0033/5NewOtherGlobal

AI Systems Erode Individual and Organisational Decision-Making Autonomy

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Source: MIT AI Risk Repository — A Collaborative, Human-Centred Taxonomy of AI, Algorithmic, and Automation Harms (Abercrombie2024)Ingested
HUMHUM-0033/5NewOtherGlobal

AI Systems Erode Individual and Group Decision-Making Autonomy

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Source: MIT AI Risk Repository — A Collaborative, Human-Centred Taxonomy of AI, Algorithmic, and Automation Harms (Abercrombie2024)Ingested
BUSBUS-0054/5NewOtherGlobal

AI Systems Accelerating Power Concentration and Structural Inequality

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Source: MIT AI Risk Repository — A Survey of the Potential Long-term Impacts of AI: How AI Could Lead to Long-term Changes in Science, Cooperation, Power, Epistemics and Values (Clarke2023)Ingested