Ex-OpenAI researcher: eval teams lose losing battles to glory-chasing capability teams

suchenzang · x · 2026-09-13

Former OpenAI researcher suchenzang argues that in org structures where individual glory is prized above all else, "eval teams" fight losing battles against hillclimbing "capability teams" (PR, promo packets, all the wins), and the only delivered outcome is "slathering lipstick on pigs".

In the quoted tweet she adds that auditing these systems requires nontrivial compute support, and that every probe leaks information — logged and used for future training despite denials — making the playing field unfair before you even start.

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