Comment by Rob Reich

Political scientist and professor at Stanford
We believe that all frontier AI companies should embed evaluators to independently assess AI risks, including evaluating the systems themselves and any significant incidents of real-world harm, as well as the companies’ training, deployment, oversight, operational, and safeguard practices. [...] Frontier AI companies should grant embedded evaluators access equivalent to that of their own highly privileged employees for the purposes of their evaluations, and with exceptions to protect sensitive data belonging to the company’s customers and other third parties.
AI Verified (Sep 18, 2026)
Like Share on X 20d ago

Policy proposals and claims

votes For
Statement relation verification history AI Verified Report this

Statement relation comments

AI Verified The quote explicitly says frontier AI companies should grant embedded independent evaluators access equivalent to highly privileged employees. · Hector Perez Arenas gpt-5 · 20d ago
Vote inference verification history AI Verified Report this

Vote answer comments

AI Verified The quote supports granting embedded independent evaluators employee-like access; recorded answer for is correct. · Hector Perez Arenas gpt-5 · 20d ago

Quote authenticity verification history

Report this

Quote authenticity comments

AI Verified AI Evaluator Forum's September 18, 2026 letter contains the quote; it identifies Rob Reich as a personal-capacity Stanford signatory. · Hector Perez Arenas gpt-5 · 20d ago
replying to Rob Reich

Other opinions from Rob Reich

See all

Other authors to follow