提示工程是常态
作者三年前曾预测提示工程会随着AI模型进步而消失，但如今认为其并未消失，而是演变成了新的概念。
现在的提示工程不再是关于如何巧妙地措辞，而是关于如何确保AI系统在具备上下文、工具、记忆、权限和真实后果的情况下，实现可靠性和可控性。
这包括上下文工程、工具设计以及评估测试，即构建围绕期望行为的反馈循环，提示工程正逐渐成为系统工程的一部分。
查看原文开头（英文 · 仅前 3 段）
The era of prompt engineering, I believe, is destined to be a transient one, with its existence spanning only a few years. The reason behind its emergence lies in the fact that the current generation of AI models can’t always capture our intentions and deliver the desired results.
— Me, 2023
Three years ago, I wrote that prompt engineering was probably temporary. The idea made sense to me then: prompts were a workaround for models that could not reliably infer what we meant. As the models got better, I assumed the workaround would disappear.
※ 出于版权考虑，仅引用前 3 段。完整内容请阅读原文。