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Horvath was inclined to agree. He said the best learning happens where there is friction, or when a student needs to grapple with a problem and work through it. AI is most effective when experts use it, he argued. Someone with mastery of a skill knows how to deploy a certain AI tool and then fact-check its output. A student, however, doesn’t have mastery and looks to AI only for shortcuts.
因此，导入记忆，其实就是Anthropic打通了“跨平台非结构化用户偏好→Claude标准化结构化记忆→对话场景动态调用”的全链路。