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Highlight of Liang Wenfeng's Investor Meeting Transcript: Restraint, Open Source, and the AGI Path

Highlight of Liang Wenfeng's Investor Meeting Transcript: Restraint, Open Source, and the AGI Path

@yaojingang

早上看了几遍梁文锋的投资人会议实录

确实整理得很好，每一条很值得回味，分享几段非常触动我的内容，关于克制与边界、AGI路线、智能、开源的意义：

1、期间，梁文锋说了非常多次的“不”：不是天才，不赚不合理的利润、不追求用户量、不闭源、不做3D / 视频生成 / 世界模型，不做下一个超级 app 。他说，克制是一种战略，用来换取做成 AGI 的概率。

2、AI 这个事情太大了，利益也太大了。只要能够做成，随便分一点利益就非常大。而你越克制，就越有可能能够做成这件事。

3、克制是一种战略：舍弃一些，换更多其他的东西。开源就是让利：对内，员工有成就感，公司有凝聚力；对社会也有好处，同行或者普通人都会高兴。

4、DeepSeek 的长期 vision 是 AGI 。如果把实现的路线比作爬楼梯，去年的阶梯是 CoT（ Chain-of-Thought ，思维链），今年的阶梯就是 Agent 。在 Agent 之后要解决的问题就是持续学习

5、智能的终点可能都是具身。因为对一个正常人来讲，他的需求并不是电脑，而是人力。

6、要把 AI 在商业上做成，开源是有好处的。这听起来有点违反直觉。历史上一个软件公司，市场一年可能就几十亿美金，开源了就没有了。但是 AI 这个事情足够大，最终它可能得占掉人类社会 GDP 的百分之十。如果说我们想独占这个利益，那么一定是要被历史抛弃的。这是一个客观的规律，这是一个历史观。Show More

Jul 23, 2026, 12:27 AM View on X

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2,767 Views  姚金刚 @yaojingang

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One Sentence Summary

Sharing key insights from Liang Wenfeng's meeting transcript on strategic restraint, open-source concessions, and the AGI technical roadmap, emphasizing that restraint is meant to increase the probability of achieving AGI.

Summary

The author shares deep reflections after reading Liang Wenfeng's investor meeting transcript, distilling six core points: Liang repeatedly emphasized the philosophy of 'no,' viewing restraint as a strategy to increase the probability of achieving AGI; argues that the AI market is large enough that sharing profits and open-sourcing can bring greater long-term benefits; clarifies DeepSeek's AGI roadmap from Chain-of-Thought to Agent to continual learning; suggests that the end point of intelligence may be embodiment, as humans' core need is human labor rather than computers; and finally, from a historical perspective, argues for the necessity of open source in AI commercial success.

AI Screening

82

Influence Score 16

Published Today

Language

Chinese

Tags

DeepSeek

Liang Wenfeng

AGI Roadmap

Open Source Strategy

Business Philosophy

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