# 流行理论：论文发表式微，加州非竞争协议推动知识传播

- 来源：swyx (@swyx)
- 发布时间：2026-06-07 09:27
- AIHOT 分数：64
- AIHOT 链接：https://aihot.virxact.com/items/cmq34quka03wxsl979cr7hfnk
- 原文链接：https://x.com/swyx/status/2063432747432268259

## AI 摘要

一种流行理论认为，研究论文和实验室发表式微，是因为研究人员发现与其与营销部门周旋，不如直接离职，凭借受法律保护的隐性知识获得超1亿美元融资。加州非竞争协议对知识传播的推动力超过GitHub、arXiv和HuggingFace总和。@tszzl指出，OpenAI知识产权泄露规模惊人，可能达数万亿美元，确实相当开放。swyx因此考虑将@aidotengineer设为以产品为中心的行业会议，补足以论文为中心的学术会议。

## 正文

one popular theory is that research paper alpha* and lab publishing ~died when researchers realized that instead of fighting with marketing depts they could simply walk out the door and get >$100m for their legally protected tacit knowledge gained

california non-noncompetes have a bigger impact on knowledge spreading than github， arxiv， and huggingface combined

*btw this is a motivator for me to set up @aidotengineer as a product-centric industry conference to complement the paper-centric research conferences

### 引用推文

> roon：@beffjezos the sheer dollar quantity of ip leakage from openai has been just tremendous, probably in the trillions. openai truly has been quite open