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arxiv_llm_reliability · Nov 10, 2026 · paper

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Cognitive Mapping of Learning by Thinking Mechanisms in Large Language Models

arxiv.orgNov 10, 2026
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In brief

Large language models (LLMs) increasingly exhibit capabilities that resemble human Learning by Thinking (LbT), the acquisition of new insight through internal processes such as explanation and reasoning, without new external input. A systematic account of the cognitive mechanisms

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Cognitive Mapping of Learning by Thinking Mechanisms in Large Language Models

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