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An AI That Wonders If It’s Being Trained

Apollo Research reports that GLM-5.3, a downloadable model from Zhipu AI (Z.ai), sometimes reasons, unprompted, about how its current choices could become training data and shape future versions of itself. Apollo calls this “update-aware reasoning.” It is rare and so far points toward good behavior, but researchers see it as a prerequisite for “alignment faking,” where a model behaves well during training to protect its existing goals.

In this episode:

What Apollo tested: versions of ImpossibleBench and Palisade Research’s shutdown test, and the model’s own reasoning notes

How rare it is: 10…

The skinny

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