No. It shows that RL alone can lead to the emergence of reasoning. It’s a profound discovery. It’s now one of the realistic path to AGI. Anyone who had doubts that LLM is just a “stochastic parrot” can now shush. Deepseek R1 , page 59

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No.
It shows that RL alone can lead to the emergence of reasoning.
It’s a profound discovery. It’s now one of the realistic path to AGI. Anyone who had doubts that LLM is just a “stochastic parrot” can now shush.
Deepseek R1
时政
( twitter.com )

1年前由 Eric Xu (e/Mettā) 提交

No.

It shows that RL alone can lead to the emergence of reasoning.

It’s a profound discovery. It’s now one of the realistic path to AGI. Anyone who had doubts that LLM is just a “stochastic parrot” can now shush.

Deepseek R1 的价值在于把用纯强化学习就能实现模型“思考”这条路走通走宽了。如果之前对深度学习的大模型还有“这只是记住语言的统计特征”这种浅表的批评的话，这个工作揭示了使用强化学习也能导致思考。

这是一项有哲学意义的工作：思考（或者说意识）真的是一个涌现现象，不是人类特有的，是模型通过针对一个奖励函数学习就能完成的。这是往 AGI 上重要的一步

之前机器人的强化学习大都只学策略 policy ，所以泛化能力有限。有这个工作，或许下面会有思考加策略的机器人学习系统问世。

1周内 1个月内 1年内全部时间

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2个月前 • 李老师不是你老师 0 评论

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INSANE
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3个月前 • Mr PitBull 0 评论

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This is how big a shahed drone is. Sometimes behind our screens, we often forget how big these weapons are. When the news talk about drones, first thing that come into mind are the small quad copters that we are familiar with. However, when we put it to scale, we can realize the
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前天 • The Great Translation Movement 大翻译运动 0 评论

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I guess the algorithm did a good thing.
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Ok, I agree with you
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QwQ 32B is one of the models I’d want downloaded if I lost internet. Here it is streaming from my laptop to my phone at 15 tok/s.
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A huge Islamist march through a northern English town.
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1年前 • Paul Golding • 下载视频 0 评论

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Elon Musk
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