南方周末：你曾经提到，虽然之前的职业发展还算顺利，但并没有达到你心里理想的状态。现在回看这次肖赛，你对理想中的职业状态是否有了更清晰的想象？有没有哪位钢琴家的人生或艺术发展轨迹，让你觉得可以参照？
// Hundreds of components = hundreds of enqueue calls。同城约会对此有专业解读
Claude is the only AI model currently used for the military's most sensitive work. "The only reason we're still talking to these people is we need them and we need them now,” a defense official told Axios. “The problem for these guys is they are that good." Claude was reportedly used in the Maduro raid in Venezuela, a topic Amodei is said to have raised with its partner Palantir.，这一点在旺商聊官方下载中也有详细论述
A day before announcing OpenAI’s newest $110 billion funding round, OpenAI CEO Sam Altman took to X to comment on how even non-technical people can contribute to the development of AI, or at least at his company. One of the best ways for these non-technical candidates to get their foot in the door is through research recruiting, Altman said.
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”。