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20232026
most citedControl of McKean--Vlasov SDEs with Contagion Through Killing at a State-Dependent Intensity

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cs.LG2026

The Depth Ceiling: On the Limits of Large Language Models in Discovering Latent Planning

Yi Xu, Philipp Jettkant, Laura Ruis

The viability of chain-of-thought (CoT) monitoring hinges on models being unable to reason effectively in their latent representations. Yet little is known about the limits of such…