A few days ago, I published an article that AI helped me complete. It was about the changing role of AI in creative work—from imitation to structural generation, using exhaustive enumeration to replace creativity. I was quite satisfied after reading it, even a bit proud, thinking this might be …
Articles by grapeot
一千次失败之后，它选中了你看到的那一个
在谈AI和创意之前，我们需要承认一个事实： 今天的大多数AI系统，在创意这个维度上依然是拙劣的。它可以模仿已有风格、组合已有素材、生 …
After a Thousand Failures, It Chose the One You See
Before discussing AI and creativity, we need to acknowledge a truth: Most AI systems today are still clumsy when it comes to creativity. They can mimic existing styles, combine existing materials, and generate numerous variations that seem different but are fundamentally similar. However, they are far from understanding vague goals …
你不是在布置任务，而是在给 AI 搭一个能变聪明的世界
Prompt 是在建世界
我们刚学会怎么当一个合格的 prompt engineer。
我们知道，一个好 prompt 不是一句问题就完了，而是一套包含意图、风格、输出 …
You're Not Just Giving Tasks, You're Building a World for AI to Become Smarter
Prompts Build Worlds
We've just learned how to be competent prompt engineers.
We know a good prompt isn't just a single question; it's a comprehensive blueprint encompassing intent, style, output format, and success criteria. We use techniques like role-playing, step-by-step reasoning, and example guidance to condense vague ideas into executable …