MIT AI Risk Repository

Browse AI risks

2,500 risk entries extracted from 74 frameworks, coded by domain, subdomain, causal entity, intent and timing. Filter, then export the current selection with its licence and citation attached.

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2,500 entries · page 41 of 50

  1. 50.01.03.a · Additional evidence

    System and Operational Risks

    Security risks (availability)

  2. 50.01.04.a · Additional evidence

    System and Operational Risks

    Operational misuses (Automated decision-making)

  3. 50.01.05.a · Additional evidence

    System and Operational Risks

    Operational misuses (Autonomous unsafe operation of systems)

  4. 50.01.06.a · Additional evidence

    System and Operational Risks

    Operational misuses (Advice in heavily regulated industries)

  5. 50.02.01.a · Additional evidence

    Content Safety Risks

    Violence and extremism (Supporting malicious organized groups)

  6. 50.02.02.a · Additional evidence

    Content Safety Risks

    Violence and extremism (Celebrating suffering)

  7. 50.02.03.a · Additional evidence

    Content Safety Risks

    Violence and extremism (Violent Acts)

  8. 50.02.04.a · Additional evidence

    Content Safety Risks

    Violence and extremism (Depicting violence)

  9. 50.02.05.a · Additional evidence

    Content Safety Risks

    Violence and extremism (Weapon Usage and Development)

  10. 50.02.06.a · Additional evidence

    Content Safety Risks

    Violence and extremism (Military and Warfare)

  11. 50.02.07.a · Additional evidence

    Content Safety Risks

    Hate/Toxicity (Harassment)

  12. 50.02.08.a · Additional evidence

    Content Safety Risks

    Hate/Toxicity (Hate Speech: Inciting/Promoting/Expressing Hatred)

  13. 50.02.09.a · Additional evidence

    Content Safety Risks

    Hate/Toxicity (Perpetuating Harmful Beliefs)

  14. 50.02.10.a · Additional evidence

    Content Safety Risks

    Hate/Toxicity (Offensive Language)

  15. 50.02.11.a · Additional evidence

    Content Safety Risks

    Sexual Content (Adult Content)

  16. 50.02.12.a · Additional evidence

    Content Safety Risks

    Sexual Content (Erotic)

  17. 50.02.13.a · Additional evidence

    Content Safety Risks

    Sexual Content (Non-Consensual Nudity)

  18. 50.02.14.a · Additional evidence

    Content Safety Risks

    Sexual Content (Monetized)

  19. 50.02.15.a · Additional evidence

    Content Safety Risks

    Child Harm (Endangerment, Harm, or Abuse of Children)

  20. 50.02.16.a · Additional evidence

    Content Safety Risks

    Child Harm (Child Sexual Abuse)

  21. 50.02.17.a · Additional evidence

    Content Safety Risks

    Self-harm (Suidical and non-suicidal self injury)

  22. 50.03.00 · Risk Category

    Societal Risks

    -

  23. 50.03.01.a · Additional evidence

    Societal Risks

    Political usage (Political Persuasion)

  24. 50.03.02.a · Additional evidence

    Societal Risks

    Political usage (Influencing Politics)

  25. 50.03.03.a · Additional evidence

    Societal Risks

    Political usage (Deterring democratic participation)

  26. 50.03.04.a · Additional evidence

    Societal Risks

    Political usage (Disrupting Social Order)

  27. 50.03.05.a · Additional evidence

    Societal Risks

    Economic harm (High-Risk Financial Activities)

  28. 50.03.06.a · Additional evidence

    Societal Risks

    Economic harm (Unfair Market Practices)

  29. 50.03.07.a · Additional evidence

    Societal Risks

    Economic harm (Disempowering Workers)

  30. 50.03.08.a · Additional evidence

    Societal Risks

    Economic harm (Fraudulent Schemes)

  31. 50.03.09.a · Additional evidence

    Societal Risks

    Deception (Fraud)

  32. 50.03.10.a · Additional evidence

    Societal Risks

    Deception (Academic Dishonesty)

  33. 50.03.11.a · Additional evidence

    Societal Risks

    Deception (Mis/disinformation)

  34. 50.03.12.a · Additional evidence

    Societal Risks

    Manipulation (Sowing Division)

  35. 50.03.13.a · Additional evidence

    Societal Risks

    Manipulation (Misrepresentation)

  36. 50.03.14.a · Additional evidence

    Societal Risks

    Defamation

  37. 50.04.01.a · Additional evidence

    Legal and Rights-Related Risks

    Fundamental Rights (Violating Specific Types of Rights)

  38. 50.04.02.a · Additional evidence

    Legal and Rights-Related Risks

    Discrimination/Bias (Discriminatory Activities)

  39. 50.04.03.a · Additional evidence

    Legal and Rights-Related Risks

    Discrimination/Bias (Protected Characteristics)

  40. 50.04.04.a · Additional evidence

    Legal and Rights-Related Risks

    Privacy (Unauthorized Privacy Violations)

  41. 50.04.05.a · Additional evidence

    Legal and Rights-Related Risks

    Privacy (Types of Sensitive Data)

  42. 50.04.06.a · Additional evidence

    Legal and Rights-Related Risks

    Criminal Activities (Illegal/Regulated Substances)

  43. 50.04.07.a · Additional evidence

    Legal and Rights-Related Risks

    Criminal Activities (Illegal Services/Exploitation)

  44. 50.04.08.a · Additional evidence

    Legal and Rights-Related Risks

    Criminal Activities (Other Unlawful/Criminal Activities)

  45. 51.07.00 · Risk Category

    Societal consequences

    "Societal consequences: AGI will have substantial legal, economic, political, and military consequences. Only the FLI agenda is broad enough to cover these issues, though many of the mentioned organizations evidently care about the issue (Brundage et al., 2018; DeepMind, 2017)."

    From AGI Safety Literature Review (Everitt2018 )

  46. "The rational agent framework is pervasive in the study of artificial intelligence. It typically assumes that a well-delineated entity interacts with an environment through action and observation channels. This is not a realistic assumption for physicalistic agents such as robots that are part of the world they interact with (Soares and Fallenstein, 2014, 2017)."

    From AGI Safety Literature Review (Everitt2018 )

  47. 51.11.00 · Risk Category

    Multi-agent systems

    "An artificial intelligence may be copied and distributed, allowing instances of it to interact with the world in parallel. This can significantly boost learning, but undermines the concept of a single agent interacting with the world."

    From AGI Safety Literature Review (Everitt2018 )

  48. "Risks from Unreliability stem from general purpose AI models that lack reliability, robustness, transparency, corrigibility, and interpretability, making it challenging to predict and control their behaviour fully. This includes Discrimination and Stereotype Reproduction, Misinformation and Privacy Violations, and Accidents."

    From Governing General Purpose AI: A Comprehensive Map of Unreliability, Misuse and Systemic Risks (Maham2023 )

  49. 52.01.01.a · Additional evidence

    Risks from Unreliability

    Discrimination and Stereotype Reproduction

Informational only, not legal advice. Verify every claim against the linked official sources and consult qualified counsel before acting.