# DeepSeek 梁文锋谈 AGI 路线：持续学习是下一关

- 来源：X.PIN (@thexpin)
- 发布时间：2026-07-23 13:20
- AIHOT 分数：46
- AIHOT 链接：https://aihot.virxact.com/items/cmrx2g36r00r9roqpz77pgv4k
- 原文链接：https://x.com/thexpin/status/2080161160255721889

## AI 摘要

DeepSeek 创始人梁文锋在投资者会议上阐述其 AGI 路线图：从去年的思维链（Chain of Thought）到今年的智能体（agents），下一道难关是持续学习。他认为 AI 目前缺乏的是持续学习能力，而非品味或直觉；通往 AGI 的最快路径是构建能帮助人类开发未来模型的模型，而非优先服务大众。持续学习将触发渐进式奇点，最终走向具身智能。

## 正文

DeepSeek founder Liang Wenfeng's doctrine #2：

7. AI currently lacks continuous learning， not taste or intuition.

8. AI cannot replace human workers yet because it requires full context every time； true next-gen models must learn continuously.

9. The fastest path to AGI is building models that help us develop future models， rather than prioritizing general public utility.

10. Continuous learning remains unsolved because "learning" comprises many distinct processes.

11. DeepSeek's AGI roadmap progresses from Chain of Thought （last year） to agents （this year）， with continuous learning as the next hurdle.

12. Continuous learning will trigger a gradual singularity-where AI accelerates its own research-followed by embodied intelligence.

13. Intelligence will eventually become embodied because what people truly need is physical labor， not just software.

### 引用推文

> X.PIN：We summarized the key remarks from DeepSeek founder Liang Wenfeng during their investor meeting. The core topics include open-source strategy, cost reduction, a...