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针对这些记忆缺陷,智能体工程通常采取以下手段进行增强:构建外部记忆库将用户偏好、业务知识、历史交互等存储在数据库中,智能体在需要时通过检索机制按需提取相关信息,应对长期记忆缺陷;对过长的上下文进行摘要和压缩,保留核心信息,释放Token空间,来应对信息过载导致的短期记忆遗忘。
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In the early days, public Wi-Fi networks often resembled the Wild West, where ARP spoofing attacks that allowed renegade users to read other users' traffic were common. The solution was to build cryptographic protections that prevented nearby parties—whether an authorized user on the network or someone near the AP (access point)—from reading or tampering with the traffic of any other user.