AI Risk Domains

Explore categorized AI risks derived from the AI Risk Repository.

Discrimination & Toxicity

Risk coverage: 14%

  • Unfair discrimination and misrepresentation
  • Exposure to toxic content
  • Unequal performance across groups

Privacy & Security

Risk coverage: 12%

  • Compromise of privacy
  • AI system vulnerabilities and attacks

Misinformation

Risk coverage: 4%

  • False or misleading information
  • Pollution of information ecosystem

Malicious Actors & Misuse

Risk coverage: 16%

  • Disinformation and influence at scale
  • Cyberattacks and mass harm
  • Fraud and scams

Human-Computer Interaction

Risk coverage: 7%

  • Overreliance and unsafe use
  • Loss of human agency

Socioeconomic & Environmental

Risk coverage: 19%

  • Power centralization
  • Inequality & employment decline
  • Environmental harm

AI System Safety, Failures, & Limitations

Risk coverage: 25%

  • Misalignment with human values
  • Dangerous capabilities
  • Lack of robustness

Risk Distribution Charts