Safety researcher: models keep getting less monitorable and outsiders can't see inside labs

KelseyTuoc · x · 2026-10-13

In a debate with Rohit Krishnan, Kelsey Tuoc argues that models constantly get less monitorable, requiring a huge increase in monitoring just to maintain the same oversight level as the previous generation. She stresses that much of what happens inside labs isn't knowable from outside — nobody was sounding alarms in March because the information simply wasn't public. Models still train in isolation with limited, slow after-the-fact monitoring, and that hasn't stopped.

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