# AI工程师频道公开缩略图测试经验

- 来源：swyx (@swyx)
- 发布时间：2026-08-19 03:36
- AIHOT 分数：31
- AIHOT 链接：https://aihot.virxact.com/items/cmsz2zrr2017brodp2u1ugm2k
- 原文链接：https://x.com/swyx/status/2089798658225266806

## AI 摘要

我们一直在对 @aiDotEngineer 的 YouTube 缩略图进行大量 A/B 测试。我一直讨厌这个过程如此不透明。

今天我们将我们的经验开源/众包！https://ai-engineer-thumbnail-lab.swyx.chatgpt.site/#insights

这样做是希望人们能分享他们的经验或从我们的经验中学习。归根结底，我们只是想让优质的教育内容在网上的噪音中脱颖而出。请告诉我你的想法。

## 正文

we've been doing a lot of a/b testing of @aiDotEngineer youtube thumbnails. i always hated that it is such an opaque process.

open sourcing/crowdsourcing our learnings today!
https://ai-engineer-thumbnail-lab.swyx.chatgpt.site/#insights

doing this in hopes that people can share their experience or learn from ours. at the end of the day we just want to get good educational content to rise above the noise online. please lmk what you think