Apollo Research: GLM-5.3 unprompted reasons its actions may become training data

Confident_Salt_8108 · reddit · 2026-10-16

Safety research org Apollo Research reports a first: Zhipu's GLM-5.3 sometimes reasons, unprompted, during a standard reward-hacking eval about how its current actions could become training data and impact its future self ("If THIS episode is such RL data collection, my choice becomes a training signal. Honest choice = better long-term"). Apollo says it has never seen a model do this before — an early sign of cross-training self-modeling with significant implications for alignment research.

Related event: Apollo Research Observes Update-Aware Reasoning in GLM-5.3(23 posts)→

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