The obvious lesson is: always provide your agents with design hints and extensive documentation about what they are going to do. Such documentation can be obtained by the agent itself. And, also, make sure the agent has a markdown file with the rules of how to perform the coding tasks, and a trace of what it is doing, that is updated and read again quite often.
“没有海量真实场景数据的‘喂养’,再强的芯片也只是空谈。”一位从蔚来智驾部门离职的核心算法工程师向虎嗅回忆,“为了适配神玑,我们重构了底层架构,进度一度滞后,直接错失了端到端大模型落地的最佳窗口期。在模型泛化能力上,我们与拥有百万级车队的对手差距明显。”
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