Catalogue of Tools & Metrics for Trustworthy AI

These tools and metrics are designed to help AI actors develop and use trustworthy AI systems and applications that respect human rights and are fair, transparent, explainable, robust, secure and safe.

Holistic AI risk mitigation roadmaps



Holistic AI risk mitigation roadmaps

Holistic AI’s risk mitigation roadmaps are a set of guides that will help your enterprise mitigate some of the most common AI risks. Each roadmap outlines a specific technical risk and presents potential solutions, typically comprising two or more steps. The roadmaps are accompanied by Jupyter notebooks whose Python code can be re-purposed as needed to address specific needs.

The selection of available roadmaps currently includes risk mitigation techniques across all key technical risk verticals and continues to evolve.

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Disclaimer: The tools and metrics featured herein are solely those of the originating authors and are not vetted or endorsed by the OECD or its member countries. The Organisation cannot be held responsible for possible issues resulting from the posting of links to third parties' tools and metrics on this catalogue. More on the methodology can be found at https://oecd.ai/catalogue/faq.