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AVID
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Your website description
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Your Name
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2025-12-09 13:03:53
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AVID AVID Database Docs Resources FAQ Events Community ARVA Contact Us Blog Search AI Vulnerability Database An open-source, extensible knowledge base of AI failures Our Efforts Submit an AI Vulnerability! Mission AI Vulnerability Database (AVID) is an open-source knowledge base of failure modes for Artificial Intelligence (AI) models, datasets, and systems. The goals of AVID are to Build out a functional taxonomy of potential AI harms across the coordinates of security, ethics, and performance House full-fidelity information (metadata, harm metrics, measurements, benchmarks, and mitigation techniques if any) on evaluation use cases of a harm (sub)category Evaluate systems, models, and datasets for specific harms and persist the structured results into a single source of truth. What We Do Our efforts have two focus areas: a Taxonomy of the different avenues through which an AI system can fail, and a Database of evaluation examples t...
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