Percy Liang to AI labs: share non-vacuous info outsiders can actually evaluate

lateinteraction · x · 2026-11-16

Stanford researcher Percy Liang, quoting a discussion of Anthropic's reported capability gains, clarified he is not accusing Anthropic of embellishing: he believes the gains are substantial. His point is that labs should take outside evaluators seriously and share only non-vacuous information they actually want evaluated — a public critique of how model-release evals are disclosed.

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