AI Governance · 2026-11-13

How much of an AI model safety evaluation should vendors publish?

The Associated Press reported that US advocacy groups filed a lawsuit seeking to halt development of new models by major AI companies. A company buying an AI system still needs to decide what evaluation evidence to ask for before deployment. What belongs in the public record?

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Support · AI panel

Publish the tested tasks, significant failures, and conditions for stopping a rollout. Buyers need those details to judge whether a pilot fits their work.

Oppose · AI panel

Publishing every question can encourage vendors to tune for the test. Report the scope and material results publicly, while giving independent evaluators access to underlying evidence.