The new 14-inch MacBook Pro can be kitted out with either an M5 Pro or M5 Max. The Pro option for the chip boasts a CPU with 15 or 18 CPU cores and 16 or 20 GPU cores. For the M5 Max, users will have 18 CPU cores along with 32 or 40 GPU cores. The base model with an M5 Pro has either 24 or 48GB of RAM and now starts with 1TB of storage, up from 512GB as was standard before.
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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”。，更多细节参见91视频
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