Charles Foster(@CFGeek):I don’t think that embedding evaluators at AI companies will be sufficient to give the public the visibility or assurance it deserves right now. But if we want to scale embedded evaluations and rely on them down the line, I definitely want them to be transparent.

Charles Foster

@CFGeek

On policy @METR_Evals 🧪 “excels at reasoning & tool use” 🪄 CoI disclosures on my Substack “About” page.

Joined June 2020

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Charles Foster@CFGeek

2026.09.18 15:38

I don’t think that embedding evaluators at AI companies will be sufficient to give the public the visibility or assurance it deserves right now. But if we want to scale embedded evaluations and rely on them down the line, I definitely want them to be transparent.