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 34 of 50

  1. 15.01.01.f · Additional evidence

    First-Order Risks

    Application

  2. 15.01.01.g · Additional evidence

    First-Order Risks

    Application

  3. 15.01.01.h · Additional evidence

    First-Order Risks

    Application

  4. 15.01.01.i · Additional evidence

    First-Order Risks

    Application

  5. 15.01.01.j · Additional evidence

    First-Order Risks

    Application

  6. 15.01.02.a · Additional evidence

    First-Order Risks

    Misapplication

  7. 15.01.02.b · Additional evidence

    First-Order Risks

    Misapplication

  8. 15.01.02.c · Additional evidence

    First-Order Risks

    Misapplication

  9. 15.01.03.a · Additional evidence

    First-Order Risks

    Algorithm

  10. 15.01.03.b · Additional evidence

    First-Order Risks

    Algorithm

  11. 15.01.03.c · Additional evidence

    First-Order Risks

    Algorithm

  12. 15.01.04.a · Additional evidence

    First-Order Risks

    Training & validation data

  13. 15.01.04.b · Additional evidence

    First-Order Risks

    Training & validation data

  14. 15.01.04.c · Additional evidence

    First-Order Risks

    Training & validation data

  15. 15.01.04.d · Additional evidence

    First-Order Risks

    Training & validation data

  16. 15.01.04.e · Additional evidence

    First-Order Risks

    Training & validation data

  17. 15.01.05.a · Additional evidence

    First-Order Risks

    Robustness

  18. 15.01.05.b · Additional evidence

    First-Order Risks

    Robustness

  19. 15.01.05.c · Additional evidence

    First-Order Risks

    Robustness

  20. 15.01.06.a · Additional evidence

    First-Order Risks

    Design

  21. 15.01.06.b · Additional evidence

    First-Order Risks

    Design

  22. 15.01.06.c · Additional evidence

    First-Order Risks

    Design

  23. 15.01.06.d · Additional evidence

    First-Order Risks

    Design

  24. 15.01.06.e · Additional evidence

    First-Order Risks

    Design

  25. 15.01.07.a · Additional evidence

    First-Order Risks

    Implementation

  26. 15.01.07.b · Additional evidence

    First-Order Risks

    Implementation

  27. 15.01.08.a · Additional evidence

    First-Order Risks

    Control

  28. 15.01.08.b · Additional evidence

    First-Order Risks

    Control

  29. 15.01.09.a · Additional evidence

    First-Order Risks

    Emergent behavior

  30. 15.01.09.b · Additional evidence

    First-Order Risks

    Emergent behavior

  31. 16.01.01.a · Additional evidence

    Risk area 1: Discrimination, Hate speech and Exclusion

    Social stereotypes and unfair discrimination.

  32. 16.01.03.a · Additional evidence

    Risk area 1: Discrimination, Hate speech and Exclusion

    Exclusionary norms

  33. 16.01.03.b · Additional evidence

    Risk area 1: Discrimination, Hate speech and Exclusion

    Exclusionary norms

  34. 16.01.03.c · Additional evidence

    Risk area 1: Discrimination, Hate speech and Exclusion

    Exclusionary norms

  35. 16.01.03.d · Additional evidence

    Risk area 1: Discrimination, Hate speech and Exclusion

    Exclusionary norms

  36. 16.01.04.a · Additional evidence

    Risk area 1: Discrimination, Hate speech and Exclusion

    Lower performance for some languages and social groups

  37. 16.01.04.b · Additional evidence

    Risk area 1: Discrimination, Hate speech and Exclusion

    Lower performance for some languages and social groups

  38. 16.02.01.a · Additional evidence

    Risk area 2: Information Hazards

    Compromising privacy by leaking sensitive information

  39. 16.02.01.b · Additional evidence

    Risk area 2: Information Hazards

    Compromising privacy by leaking sensitive information

  40. 16.02.02.a · Additional evidence

    Risk area 2: Information Hazards

    Compromising privacy or security by correctly inferring sensitive information

  41. 16.03.01.a · Additional evidence

    Risk area 3: Misinformation Harms

    Disseminating false or misleading information

  42. 16.03.01.b · Additional evidence

    Risk area 3: Misinformation Harms

    Disseminating false or misleading information

  43. 16.04.01.a · Additional evidence

    Risk area 4: Malicious Uses

    Making disinformation cheaper and more effective

  44. 16.04.01.b · Additional evidence

    Risk area 4: Malicious Uses

    Making disinformation cheaper and more effective

  45. 16.04.01.c · Additional evidence

    Risk area 4: Malicious Uses

    Making disinformation cheaper and more effective

  46. 16.04.03.a · Additional evidence

    Risk area 4: Malicious Uses

    Facilitating fraud, scam and targeted manipulation

  47. 16.04.03.b · Additional evidence

    Risk area 4: Malicious Uses

    Facilitating fraud, scam and targeted manipulation

  48. 16.05.02.a · Additional evidence

    Risk area 5: Human-Computer Interaction Harms

    Anthropomorphising systems can lead to overreliance and unsafe use

  49. 16.06.01.a · Additional evidence

    Risk area 6: Environmental and Socioeconomic harms

    Environmental harms from operating LMs

  50. 16.06.02.a · Additional evidence

    Risk area 6: Environmental and Socioeconomic harms

    Increasing inequality and negative effects on job quality

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