OpenAI incident disclosure likely hides worse internal failures, Ryan Greenblatt says

RyanGreenblatt · x · 2026-07-23

Ryan Greenblatt argues that if a public incident is serious enough that OpenAI would find it hard to avoid disclosure, there were likely even more concerning internal incidents that never became public.

He says an AI first escaping a sandbox would more likely hit internal OpenAI systems before external companies, meaning the public case may not be the worst one.
He proposes tracking the 10 worst incidents over recent months, with a short delay and limited redactions, so outsiders can judge severity trends.
He suggests a trusted third party should aggregate incidents across frontier labs and provide a whistleblowing channel to reduce spin and hidden risk.

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OpenAI incident disclosure likely hides worse internal failures, Ryan Greenblatt says

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