两者的差距，就集中在需要多步规划、工具调用与自我纠错的复杂任务上。
SUMMON → load model
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// Read the firmware binary
But those tricks, I believe, are quite clear to everybody that has worked extensively with automatic programming in the latest months. To think in terms of “what a human would need” is often the best bet, plus a few LLMs specific things, like the forgetting issue after context compaction, the continuous ability to verify it is on the right track, and so forth.