为此，智能体工程通常通过以下几类手段给大模型加“外骨骼”以改善可靠性：引入检索与知识库（RAG）以降低幻觉和知识陈旧的影响；预先设计和约束工作流，而不是完全自由的“自治智能体”，以此限定可接受的执行路径；通过多次回答、自一致性检查或模型间交叉验证，识别并过滤高风险输出；在关键链路节点上设置人工审批，让人类对高风险动作“最后拍板”。
The Brits performance will also feature musicians that played as part of Ozzy's band over the years: Adam Wakeman, Robert Trujillo, Tommy Clufetos and Zakk Wylde.
，这一点在搜狗输入法下载中也有详细论述
The regulations are always changing, as they differ from place to place.
The single most important addition in V2 was a function to make my hooked methods lie about what they are: