用 Jev 搭爆款标题评判器：64 篇文章 1512 次两两对比
作者用 Jev 做标题两两 PK 与 6 维审计，发现它预测不了浏览量（0.11）却能预测收藏（0.40）。
How to build a viral-title judge with Jev, from scratch, in a few minutes. I ran it on 64 AI articles on X. 16 hook traits. 1,512 head-to-head judgments. The result I didn't expect: Jev could not predict views (0.11). It predicted bookmarks (0.40). So a title controls one thing: whether people want to keep what's inside. Reach is the account, the timing and the wave. That's why the setup does one job. Write 10 titles. Run them against this week's 200K winners and against each other. Post the one that wins. Inside the article, all copy-paste: 1. the pairwise judge (both orders, cancels position bias) 2. the tournament script 3. the 6-trait title audit 4. the pre-publish checklist Hand the four blocks to your coding agent and it's running in minutes. Save this before your next post.
这条是引用着另一条写的：x.com/neil_xbt/status/2101678010185167056