智能体发展的另一个关键方向，是成为人类的“个人助手”或“智能代理”。与其他类型的智能体相比，这一方向的门槛更高，因为它需要更强的个性化能力、长期记忆、跨场景泛化能力以及更严格的安全边界。个人助手型智能体有潜力重塑人类与世界的交互方式——无论是购物、社交，还是信息获取——并可能对很多产业的商业逻辑产生颠覆性影响。
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，这一点在搜狗输入法2026中也有详细论述
FirstFT: the day's biggest stories
Dr John Pearce Reader in Archaeology at Kings College University said that a link to a gladiator was possible, but added that "with more forensic analysis of the burial, a different story may come to light".
chapter on mastering the eshell (which happens to be free).