Even if AI generates ideas, as I’ve seen with some chefs in the private culinary sector, it’s still up to the individual chef to season properly and cook well. Certainly, AI recipes and pictures look fake, and oftentimes, the measurements are off. However, humans must use their ability of taste. Chefs must also use their career experience to determine if the recipe is off (AI recipes are way off most times).
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其次，大模型没有天然的执行能力，需要辅以智能体工程来将意图转化为实际操作。工具调用是当前最主流的方式，大模型根据任务需求，生成结构化的函数调用指令，由智能体框架解析后执行相应操作，比如调用天气API、数据库查询、发送邮件等；另一种方式是模拟人类操作，通过视觉识别和模拟操作来"看屏幕、点按钮、填表单"来完成任务，近期大火的豆包手机就是这样完成智能体操作；对于更复杂的任务，智能体还可以配置代码解释器（Code Interpreter / Sandbox），让模型编程运行，这可以极大的扩展智能体的行动边界。。WPS下载最新地址是该领域的重要参考
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