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常见问题解答

未来发展趋势如何？

从多个维度综合研判，I think the most likely result is that a non-technical user will receive something that’s obviously not fit for purpose, since they won’t have the necessary knowledge to prompt the LLM effectively. They won’t know how to set up directories of Markdown files containing instructions and skill definitions and architectural information for their problem. They won’t have practice at writing technical specifications (whether for other humans or for LLMs) to describe what they want in sufficient detail. They won’t know how to design and architect good software. They won’t know how to orchestrate multiple LLMs or LLM-powered agents to adversarially review each other. In short, they won’t have any of the skills that are supposed to be vital for successful LLM coding use.

这一事件的深层原因是什么？

深入分析可以发现，我们之所以承担开发这些抽象模型的艰苦脑力劳动，部分原因是在为未来可能的自己优化时间——即便以牺牲当下时间为代价。