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Jia-Jin Liu

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#artificial intelligence Preprint Oct 2026

Does Latent Chain-of-Thought Actually Reason? A Single, Unifying Taxonomy for Latent Reasoning

Latent chain-of-thought replaces written reasoning steps with continuous hidden states, giving models additional steps to compute before answering. It remains unclear what computation these steps actually perform. High task accuracy and decodable intermediate answers do not establish that a model uses its latent chain...

Jing-Jie Qiu, Sheldon Yu, Xun-Yi Jiang et al. · 0 citations

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