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”。
Our editors’ favourite sporting images from the past week, from the spectacular to the powerful, and with a little bit of fun thrown in
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Blockchain guarantees your data's authenticity—not just its accuracy, but also its irreversibility. It can also be used to store data that are difficult to register, like legal contracts, state identifications, or a company's product inventory.
在节日的饭桌上，我拒绝劝酒。一旦有人在室内抽烟，无论长辈晚辈，我都会化身“林则徐”，毫不客气地出言劝阻，甚至怼到对方哑口无言。以至于有男性长辈到外婆家后的第一句话是：“陈怡帆在不在？她不在哈，那我就点一根。”