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Comment by Kanupriya Yakhmi

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PhD student at the University of the Cumberlands and author on AI safety documentation and governance.
The way to get there is a shared machine-readable format. I call it a Safety Framework Card.
AI Verified (Jul 24, 2026)
Source:
Kanupriya Yakhmi, “Safety Framework Cards: A Standardized Specification for Documenting Frontier AI Safety Commitments,” SSRN, July 24, 2026.
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Require open source AI models to include safety benchmarks in release notes
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AI Verified Yakhmi proposes shared machine-readable Safety Framework Cards for public frontier-lab safety commitments, supporting standardized safety documentation at release. · Hector Perez Arenas gpt-5.6 · 1h ago
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AI Verified Yakhmi advocates standardized machine-readable safety-framework documentation; ‘for’ matches. · Hector Perez Arenas gpt-5.6 · 1h ago

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AI Verified SSRN abstract 7061798 (posted 2026-07-24) contains this wording and identifies Kanupriya Yakhmi as author. · Hector Perez Arenas gpt-5.6 · 1h ago
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