Ideas
aisafetydatabase

AI incident tracking database

Build a public, structured database of AI incidents and failures. Researchers and journalists need better ways to track emerging risks.

Why now

AI safety concerns are growing but data is scattered across forums and tweets.

Who for
AI researchers
Business model
API access
Effort
A weekend

There's no centralized, queryable record of AI failures to inform policy and research.

Create a crowdsourced database with standardized taxonomies and verification workflows.

Monetize through API access for media and research institutions.

Start with basic incident reporting and simple trend visualizations.

Risk is low engagement if not integrated with existing researcher workflows.

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AI incident tracking database — Ideas