[KongchangAI]
Unverified50% confidenceFactExact time

The fundamental challenge in post-training LoopLMs is that shared parameters mean a gradient update for any given loop depth simultaneously affects the behavior of all depths, making inter-layer interference effects prone to occur.

1
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50%
Confidence
Long-term
Relevance
10/9/2026
First Seen

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