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 40

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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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Is Iran China’s used condoms ?
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Chinese state media does not suddenly discover protests by accident. When the coverage flips, it is a disposal
时政
( twitter.com)

1个月前 • The Great Translation Movement 大翻译运动 • 下载视频 0 评论

00:00:57

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Joint Sword A and B, the zones this time are smaller and all next to major Taiwanese airbases.
Interesting that there is no zone in the Bashi channel.
时政
( twitter.com)

1年前 • Jaime Ocon 歐海美 0 评论

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This is great. No more funding “research” that kills millions of people!
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( twitter.com)

9个月前 • gorklon rust • 下载视频 0 评论

00:01:00

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Falling in love is a special feeling that has no monetary value.
A bus driver and a passenger fell in love and decided to spend their lives together.
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7个月前 • The Figen • 下载视频 0 评论

00:01:27

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( twitter.com)

1年前 • Mike Benz 0 评论

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If Caruso, who is very competent, had been elected mayor, he would have saved thousands of homes that are now gone.
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( twitter.com)

1年前 • Elon Musk 0 评论

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Bill Clinton fired 377,000 federal employees. Did you hear a peep from the media no? Because this is your daily reminder that they are hypocrites who hate America.
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( twitter.com)

11个月前 • Insurrection Barbie • 下载视频 0 评论

00:00:24

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Every time China is mentioned as a systemic threat to the West, some smarty pants comes forward to tell how much this and that country is dependent on the Chinese market. What kind of answer is that? Does it imply that we should be ready to throw democracy under the bus and…
时政
( twitter.com)

2年前 • Sari Arho Havrén 0 评论

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REPORT: Joe Rogan just delivered a blunt message to those who pushed the COVID shots and refuse to own their mistakes.
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( twitter.com)

1年前 • The Vigilant Fox 🦊 • 下载视频 0 评论

00:03:02

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Elon Musk: We can have a future where nobody's in need.
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11个月前 • ELON CLIPS • 下载视频 0 评论

00:01:37

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Today, we again heard signals from Moscow that they are preparing to make next year a year of war. These signals are not only for us. It is crucial that our partners see them, and not only see them but also respond – especially partners in the United States, who often say that
时政
( twitter.com)

2个月前 • Volodymyr Zelenskyy / Володимир Зеленський 0 评论

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This wont happen in China cus protests are neutralized before it even started in Universities.
You wont have such footage to show on twitter either. Cus there is no twitter in China.
Stick on your own ground, dot talk shit on things you have no idea.
时政
( twitter.com)

1年前 • 巴丢草 Bad ї ucao • 下载视频 0 评论

00:01:53

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🇺🇸 TESLA DOMINATES MARCH EV SALES
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Chevrolet soared 274%, while Ford dipped -13%.
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( twitter.com)

9个月前 • Mario Nawfal 0 评论

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🚨DONALD TRUMP MELTS DOWN AT KAITLAN COLLINS
BREAKING: Trump absolutely lost it when CNN reporter Kaitlan Collins asked him an Epstein related question. An innocent person doesn’t act like this:
TRUMP: “You are the worst reporter. No wonder CNN has no ratings because of people
时政
( twitter.com)

12天前 • CALL TO ACTIVISM • 下载视频 0 评论

00:01:27

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RLHF vs RL「AI」F，谷歌实证：大模型训练中人类反馈可被AI替代
大陆资讯
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2年前 • 巭孬嫑勥茓 0 评论

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The United States is now an OCCUPIED COUNTRY, but it will soon be an occupied country no longer. November 5th, 2024 will be LIBERATION DAY in America! #VOTE
时政
( twitter.com)

1年前 • Donald J. Trump • 下载视频 0 评论

01:33:02

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Solar eclipse on Cañón de Chelly, Arizona, makes it look like we're on Mars. or like a black hole appeared out of no where.
Photo credit: Michael Menefee
有趣
( twitter.com)

2年前 • Amazing Astronomy 0 评论

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Solar eclipse on Cañón de Chelly, Arizona, makes it look like we're on Mars. or like a black hole appeared out of no where.
Photo credit: Michael Menefee
有趣
( twitter.com)

2年前 • Amazing Astronomy 0 评论

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Did you hear one peep from the media when Joe Biden violated a Supreme Court ruling and canceled student loans and then bragged about it? No, you didn’t.
btc
( twitter.com)

11个月前 • Insurrection Barbie 0 评论

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Someone in the propaganda department just discovered AI and no it actually reduce your credibility. Also, maybe the creator can go Taiwan, Taiwanese teenagers doesn’t talk like this.
时政
( twitter.com)

21天前 • The Great Translation Movement 大翻译运动 • 下载视频 0 评论

00:00:14

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This picture is taken by a Hongkonger who claimed asylum in the UK before he fled Hong Kong. The city's nat sec Gestapo blocked the Lion Rock for any political expression, and this picture shows his defiance.
That banner reads the people will not forget.
You can get this
时政
( twitter.com)

8个月前 • Michael Mo 0 评论

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This post with 2.6m views falsely claims to show evidence that Mohammed Nazzal (left) was faking his injuries following his release from Israeli jail
The man on the right here is a different person. He is called Muhammad Shatara and the vid shows him with relatives in a hospital
时政
( twitter.com)

2年前 • Olga Robinson 0 评论

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One of the most reliable ways to improve our mental health is to help others.
After being randomly assigned to do just 3 acts of kindness a week, people felt significantly less depressed, anxious, and lonely.
Lifting others up elevates us too. Giving shows us that we matter.
时政
( twitter.com)

1年前 • Adam Grant 0 评论

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🚨NEW: The DOGE teams shows the sheer volume of PAPERWORK that Government employees SHUFFLE AROUND the UNDERGROUND MINES where they store all the retirement paperwork.
"This paperwork is thicker than the Lord of the Rings trilogy. if I had to process this I would rather do my
btc
( twitter.com)

9个月前 • Autism Capital 🧩 • 下载视频 0 评论

00:01:47

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JUST IN: Reuters reports that a Boeing 767 was forced to land at Istanbul Airport 'without its front landing gear', after it 'failed to open'.
时政
( twitter.com)

1年前 • The Spectator Index • 下载视频 0 评论

00:01:50

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