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Research in cognitive science shows that the core difference between experts and novices often lies not in the number of rules memorized, but in the structural quality of their mental models.
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10/18/2026
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Unverified研究者强调这些变化并未损害模型的心智理论(Theory of Mind)能力,表明归因心智与推理他人心理状态是两套可分离的机制78% similarUnverifiedThe core method of the research is to compare the difference in model performance on original items versus semantically equivalent rewritten items, in order to separate memorization from genuine ability.76% similarUnverifiedIn the past, recall accuracy was often used to measure whether a model had mastered a fact, but accurate recall does not mean that this knowledge can be used for new tasks.75% similarUnverifiedIntelligent memory management and long-context capability are complementary rather than mutually substitutable.74% similarUnverified认知心理学中的「间隔效应」和「必要难度」理论表明,在真实困惑的驱动下主动寻找答案能产生更深层次的记忆编码73% similar
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