Jerry Liu教你一个能提升AI写作风格匹配度的实用方法，不需要复杂调参，用你自己的样本就能做到。
Jerry Liu分享通过创建反映自己写作风格的skill，并基于真实写作样本进行hillclimbing，解决了约70%的风格问题。他认为剩余30%涉及清晰独特见解的生成，属于后训练难题。该方法不依赖特定模型版本，适用于非虚构写作场景。
I’ve gotten reasonable success by creating a skill that reflects my writing style, and hillclimbing ...
I’ve gotten reasonable success by creating a skill that reflects my writing style, and hillclimbing the skill based on my real writing samples. I think that solves 70% of the style problem, though doesn’t solve the inherent ability to articulate clear, differentiated insights, which is probably an inherent posttraining problem Lee Robinson @leerob Are current LLMs incompatible with great creative writing? I can't tell if it's cope or not, but it seems like even with the best models, I still can't get them to write like humans would. For coding, there is a verifiable reward like it compiling or tests passing. But for creative work like writing, it's much more subjective. I have struggled to prompt / harness the models to write truly amazing work. They are fantastic for spell checking, grammar suggestions, and taking on different personas to read and critique work. Maybe it's because I'm only doing nonfiction, and to write something top 0.1% means that you need to think over a long horizon and develop an interesting insight about the world. Great writing is clear thinking. I've even asked models to try 10 different versions of a blog post, then have a council of models grade and critique the results and pick the best parts... and still I end up with this lowest common denominator slop. Skill issue? Someone show me the way. 🔗 View Quoted Tweet 💬 0 🔄 0 ❤️ 0 👀 74 ⚡