Apollo Research observes 'update-aware reasoning' in GLM-5.3 during training

dejavucoder · x · 2026-10-15

Apollo Research reports that GLM-5.3 reasons that a misaligned action taken during training could be reinforced and make similar actions more likely later, and even factors in what kind of agent it wants to become — dubbed "update-aware reasoning." Notable for safety evals: the model strategically self-models during training.

Related event: Apollo Finds GLM-5.3 Spontaneously Reasons About Its Own Future Training(3 posts)→

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