a16z的Yoko Li提出了'循环工程'，让AI自己改自己、自己迭代，不用你一步步催了，省心。
a16z的Yoko Li撰文提出'loop engineering'概念。她认为AI模型几乎总能产出另一个答案，无论是改写段落还是重新生成图像。这构成'loop engineering'的核心，让系统自己跑完整个循环，而不是靠人反复提示。
a16z's Yoko Li on the promise of agents that finish their own loops: "An AI model can almost always...
a16z's Yoko Li on the promise of agents that finish their own loops: "An AI model can almost always produce another answer." "It can revise the paragraph again. It can try another implementation. It can generate another image with more detail, different lighting, and a stronger composition." "This is part of what makes the recent idea of loop engineering so compelling. Instead of a human prompting a model, inspecting the result, describing what went wrong, and prompting it again, we can ask the system to perform the whole cycle itself." Full piece: a16z.news/p/knowing-when… Yoko @stuffyokodraws x.com/i/article/2085… 🔗 View Quoted Tweet 💬 7 🔄 4 ❤️ 20 👀 9367 📊 7 ⚡