<em>Perspective</em>: Multi-shot LLMs are useful for literature summaries, but humans should remain in the loop

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13年不懈奋斗、近1亿人稳定脱贫,中国为什么能?

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大模型有一些结构性弱点,直接限制了智能体在真实业务中的应用价值,因此智能体工程的一大核心工作,就是在模型外围,用工程手段补齐短板、设置边界、约束行为。