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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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