Hamel Husain：不懂领域也能上手做 evals
做 AI 产品但担心自己不懂 evals？Hamel Husain 说看数据就能找到一堆低垂果实，不用等专家。
Hamel Husain 在 X 上回答了一个常见疑问：非领域专家能不能参与 evals。他的答案是能，尤其在项目初期效果更明显。
理由是早期往往存在大量容易发现的问题，通过直接查看数据就能 uncover，不需要深厚领域知识。
Q: Can I help with evals if I'm not a domain expert?
A: Yes, you can help more than you think! Especially in the beginning, where there's often low hanging fruits that can be uncovered through looking at data.
https://t.co/TDlQvv9c1d https://t.co/ufRifqiQ7r
This report is categorized under AITOP's "How-to" desk, focusing on US frontier AI labs and Silicon Valley technology leaders. Within our cross-regional analytical framework, it directly maps to AI developer toolchains, coding agents, and engineering workflows. Key entities and technical topics under continuous tracking include evals, 提示词工程, Hamel Husain.
Source attribution: curated from Hamel Husain (@HamelHusain).
