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MIT AI Risk Repository
Categories: Text & Writing, Coding & Developer Tools, Marketing & Ads |
Pricing: Free |
Official Website ↗
Key Features
- AI Risk Database (1700+ risks)
- Causal Taxonomy of AI Risks
- Domain Taxonomy of AI Risks
- Links to source information and evidence
- Downloadable database (Google Sheets, OneDrive)
- Explainer video on YouTube
- Interactive taxonomy explorers
Pros
- Comprehensive database of 1700+ AI risks
- Categorized by causal and domain taxonomies
- Regularly updated with new risks and research
- Provides a common frame of reference for stakeholders
- Downloadable database for offline analysis
Cons
- No interactive tools for risk assessment
- Relies on external frameworks for data
- Preview version is limited in functionality
- No direct mitigation implementation guidance
- Focuses on risks, not solutions
Use Cases
- Developing AI risk research and curricula
- Informing AI policy and regulation
- Conducting AI system audits and evaluations
- Identifying potential threats in AI development
- Establishing a common language for AI risk management
Best For
- Researchers
- Developers
- Businesses
- Evaluators and Auditors
- Policymakers and Regulators
Integrations: Google Sheets, OneDrive, YouTube
Platforms: web
Watch demo on YouTube ↗
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