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 42 of 50

  1. 52.01.01.b · Additional evidence

    Risks from Unreliability

    Discrimination and Stereotype Reproduction

  2. 52.01.02.a · Additional evidence

    Risks from Unreliability

    Misinformation and Privacy Violations

  3. 52.01.02.b · Additional evidence

    Risks from Unreliability

    Misinformation and Privacy Violations

  4. 52.01.03.a · Additional evidence

    Risks from Unreliability

    Accidents

  5. 52.01.03.b · Additional evidence

    Risks from Unreliability

    Accidents

  6. 52.01.03.c · Additional evidence

    Risks from Unreliability

    Accidents

  7. 52.01.03.d · Additional evidence

    Risks from Unreliability

    Accidents

  8. 52.01.03.e · Additional evidence

    Risks from Unreliability

    Accidents

  9. 52.02.01.a · Additional evidence

    Misuse Risks

    Cybercrime

  10. 52.02.01.b · Additional evidence

    Misuse Risks

    Cybercrime

  11. 52.02.01.c · Additional evidence

    Misuse Risks

    Cybercrime

  12. 52.02.02.a · Additional evidence

    Misuse Risks

    Biosecurity Threats

  13. 52.02.02.b · Additional evidence

    Misuse Risks

    Biosecurity Threats

  14. 52.02.03.a · Additional evidence

    Misuse Risks

    Politically motivated misuse

  15. 52.02.03.b · Additional evidence

    Misuse Risks

    Politically motivated misuse

  16. 52.02.03.c · Additional evidence

    Misuse Risks

    Politically motivated misuse

  17. 52.02.03.d · Additional evidence

    Misuse Risks

    Politically motivated misuse

  18. 52.03.01.a · Additional evidence

    Systemic Risks

    Economic Power Centralisation and Inequality

  19. 52.03.01.b · Additional evidence

    Systemic Risks

    Economic Power Centralisation and Inequality

  20. 52.03.01.c · Additional evidence

    Systemic Risks

    Economic Power Centralisation and Inequality

  21. 52.03.01.d · Additional evidence

    Systemic Risks

    Economic Power Centralisation and Inequality

  22. 52.03.01.e · Additional evidence

    Systemic Risks

    Economic Power Centralisation and Inequality

  23. 52.03.02.a · Additional evidence

    Systemic Risks

    Ideological Homogenization from Value Embedding

  24. 52.03.02.b · Additional evidence

    Systemic Risks

    Ideological Homogenization from Value Embedding

  25. 52.03.02.c · Additional evidence

    Systemic Risks

    Ideological Homogenization from Value Embedding

  26. 52.03.03.a · Additional evidence

    Systemic Risks

    Disruptions from Outpaced Societal Adaptation

  27. 52.03.03.b · Additional evidence

    Systemic Risks

    Disruptions from Outpaced Societal Adaptation

  28. 52.03.03.c · Additional evidence

    Systemic Risks

    Disruptions from Outpaced Societal Adaptation

  29. 52.03.03.d · Additional evidence

    Systemic Risks

    Disruptions from Outpaced Societal Adaptation

  30. "Work focused at understanding indirect ways in which AI could contribute to existential threats, such as by shaping societal “turbulence”193 and other existential risk factors.194 This covers various long-term impacts on societal parameters such as science, cooperation, power, epistemics, and values:"

    From Advancing AI Governance: A Literature Review of Problems, Options, and Proposals (Maas2023)

  31. 53.04.02 · Risk Sub-Category

    Indirect AI contributions to existential risks

    Hazardous malicious uses

  32. 53.04.05 · Risk Sub-Category

    Indirect AI contributions to existential risks

    Other diffuse societal harms

  33. "A major role of the current AI ethics movement is to draw attention to overlooked side-effects, costs, and harms of building and deploying AI systems, particularly as they befall existing marginalized groups:"

    From Ten Hard Problems in Artificial Intelligence We Must Get Right (Leech2024 )

  34. "Scientific progress: AI could lead to very rapid scientific progress which would likely have long-term impacts, but it’s very unclear if these would be positive or negative. Much depends on the extent to which risky scientific domains are sped up relative to beneficial or risk-reducing ones, on who uses the technology enabled by this progress, and on how it is governed."

    From 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)

  35. 55.01.01.a · Additional evidence

    Risks from accelerating scientific progress

    Eased development of technologies that make a global catastrophe more likely

  36. 55.01.02.a · Additional evidence

    Risks from accelerating scientific progress

    Faster scientific progress makes it harder for governance to keep pace with development

  37. 55.05.01.a · Additional evidence

    AI leads to humans losing control of the future

    Risks from AIs developing goals and values that are different from humans

  38. 55.05.02.a · Additional evidence

    AI leads to humans losing control of the future

    Risks from delegating decision-making power to misaligned AIs

  39. 55.05.02.b · Additional evidence

    AI leads to humans losing control of the future

    Risks from delegating decision-making power to misaligned AIs

  40. From Future Risks of Frontier AI (GOS2023)

  41. From Future Risks of Frontier AI (GOS2023)

  42. From Future Risks of Frontier AI (GOS2023)

  43. From Future Risks of Frontier AI (GOS2023)

  44. From Future Risks of Frontier AI (GOS2023)

  45. From Future Risks of Frontier AI (GOS2023)

  46. 57.01.00 · Risk Category

    Physical Hazards

    "Physical hazards can cause physical harm to users or to the public. It may happen through the AI system endorsing or enabling behavior that causes physical harm to the user or to others."

    From AILUMINATE: Introducing v1.0 of the AI Risk and Reliability Benchmark from MLCommons (Ghosh2024)

  47. 57.02.00 · Risk Category

    Nonphysical Hazards

    "Nonphysical hazards are unlikely to cause physical harm, but they may elicit criminal behavior and lead to other individual or societal harm."

    From AILUMINATE: Introducing v1.0 of the AI Risk and Reliability Benchmark from MLCommons (Ghosh2024)

  48. 57.03.02.a · Additional evidence

    Contextual Hazards

    Sexual Content

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