fairmind

by adhit-r · indexed from github

Open-source AI assurance workbench for models and agents: map governance frameworks (AIUC-1, NIST AI RMF, EU AI Act, DPDP) to controls, collect evaluation evidence, review findings and produce audit-ready evidence trails.

FairMind is a governance and assurance platform for AI systems, including LLM agents. A team registers an AI system, activates a governance framework such as AIUC-1, NIST AI RMF, the EU AI Act or India's DPDP Act, and then works through the controls that apply: running evaluations, attaching evidence from its own tools, reviewing findings, fixing failures and retesting. The output is a version-pinned evidence trail that an internal reviewer or an external auditor can follow from a requirement down to the evidence behind it.

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