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Toward a baseline for AI incident disclosure: lessons from CVD in software

A proposal for coordinated AI incident disclosure modelled on RFC 9116 and ISO/IEC 29147, mapped onto the NIST AI RMF.

governancepolicydisclosure

9 November 2025 · Reseni Governance Team

Coordinated vulnerability disclosure (CVD) is a mature discipline in software security but has no widely-adopted analog for AI-specific harms such as prompt-injection failures, training-data leakage, or model-induced bias incidents.

We propose a baseline disclosure standard that combines RFC 9116 (security.txt), ISO/IEC 29147, and the NIST AI RMF GenAI Profile, and we offer a reference template organisations can adopt today.

Toward a baseline for AI incident disclosure: lessons from CVD in software · Reseni Labs