Anthropic's October 15 announcement describes giving a team from METR employee-like access to support independent assessment of frontier-model risks. It also discusses other evaluator partnerships and a tiered approach to access and publication rights.
Why access matters
An outside evaluator can only investigate what it can see. Public API testing, internal safeguard access, and access to development processes answer different questions. The announcement explicitly recognizes confidentiality boundaries and predefined redaction categories, so employee-like access should not be summarized as unrestricted access to everything.
The useful procurement lesson is to ask what an evaluation actually covered. A report's title or the presence of an external logo does not establish its scope.
Four questions for supplier assessment
Ask whether evaluators have relevant technical expertise, financial and operational independence, enough access for the risk being assessed, and meaningful freedom to publish findings. Then read the report for limitations, unresolved questions, and the supplier's response.
Distinguish frontier safety assessment from assurance about your own application. A model-level evaluation does not confirm that your document permissions, billing workflow, or customer escalation path are implemented correctly.
Apply the principle internally
Give local reviewers the ability to challenge deployment decisions, inspect failures, and escalate concerns without relying solely on the team sponsoring a rollout. Preserve representative evidence, including unsuccessful tasks.
Independent assessment is most useful when it can change a decision. For buyers, the next step is not to assume a provider is certified safe, but to request the evidence relevant to the proposed use and understand what remains untested.
Sources & further reading
Reviewed October 26, 2026. Product availability and regulatory guidance can change. Vendor performance claims are not independent Rovio AI benchmarks.
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