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In a video call, Lillard's manic energy explodes in threats and taunts, all the more menacing because of the gnarly scars on his face. Naturally, Sidney is shocked. By all accounts, Stu died by a TV to the head in 1996. Everyone tells Sidney it can't be him. It must be AI or a deepfake, suggests the hard-to-kill franchise mainstay Gale Weathers (Courteney Cox). However, her self-described "hot interns," resilient twins Mindy (Jasmin Savoy Brown) and Chad Meeks-Martin (Mason Gooding), point out that crazier things have happened in this franchise.

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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”。

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