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https://www.alphaxiv.org/abs/2604.15726
LLM Reasoning Is Latent, Not the Chain of Thought | alphaXiv
View recent discussion. Abstract: This position paper argues that large language model (LLM) reasoning should be studied as latent-state trajectory formation...
llm reasoningthought alphaxivlatentchain
https://www.alphaxiv.org/abs/2604.22709
Thinking Without Words: Efficient Latent Reasoning with Abstract Chain-of-Thought | alphaXiv
View recent discussion. Abstract: While long, explicit chains-of-thought (CoT) have proven effective on complex reasoning tasks, they are costly to generate...
without wordslatent reasoningabstract chainthought alphaxivthinking
https://www.alphaxiv.org/overview/2604.15726
LLM Reasoning Is Latent, Not the Chain of Thought | alphaXiv
Research demonstrates that the core mechanism of Large Language Model reasoning is primarily driven by internal latent-state trajectories, rather than sole
llm reasoningthought alphaxivlatentchain