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 39

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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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It is fitting that the Ambassador’s residence in Beijing be named after George and Barbara Bush, who lived here a half century ago and personified the spirit of public service that is an essential element in the life of a diplomat.
时政
( twitter.com)

2年前 • Ambassador Nicholas Burns 0 评论

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A doctor from Al-Shifa hospital in Gaza says that IDF evacuated the hospital — that it is empty. Remember this moment because the Gaza Healthy Ministry will inevitably claim something like Israel killed 5627 hospital babies with umbilical cords attached.
时政
( twitter.com)

2年前 • Marina Medvin 🇺🇸 • 下载视频 0 评论

00:01:30

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In October 2020, US Energy Secretary Dan Brouillette told Dr. Fauci that DOE scientists had evidence suggesting #COVID19 originated at the WIV, per important new piece by
It is clear that:
1. The COVID-19 pandemic most likely stems from a…
时政
( twitter.com)

2年前 • Jamie Metzl 0 评论

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一场势不可挡的风暴正在袭来。
A storm is coming that cannot be stopped

当它降临时
And when it finds me...

我会欣然接受
I shall embrace it…
币圈
( twitter.com)

2年前 • James-骆驼先生 0 评论

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What if I told you there's a country with:
– More UNESCO sites than Egypt
– 15 neighboring nations
– Empires older than Rome
…yet the world reduces it to nukes and veils?
That country is Iran. And you’ve never really seen it. 🧵
时政
( twitter.com)

7个月前 • Culture Explorer 0 评论

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This is so impressive to watch. This autonomous vehicle delivery has it all. Highways, City Streets, pedestrians, neighborhoods etc. It just works.
The video states this was delivered with Robotaxi software that was replaced with FSD Supervised after delivery. I'm not
btc
( twitter.com)

7个月前 • Chuck Cook 0 评论

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Thank you McQ and our entire cast and crew for this experience of a lifetime.
I hope everyone enjoys all of the extras and that it gives some greater insight into what it takes to make a Mission: Impossible film.
btc
( twitter.com)

5个月前 • Tom Cruise • 下载视频 0 评论

00:00:29

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We are doing everything to make Russian terror lose. And not only our country needs it, but everyone needs it, every partner, all nations.
And I thank everyone who supports Ukraine. Thank you for the important decisions that help defend lives.
时政
( twitter.com)

1年前 • Volodymyr Zelenskyy / Володимир Зеленський • 下载视频 0 评论

00:01:29

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I forgot I did say “In 何桂藍 (Gwyneth Ho), I trust” on one of the Primary Election Days until they played that video in court today.

It sounds really cringy but I still mean it.
In Gwyn, I trust.
时政
( twitter.com)

2年前 • Chung Ching Kwong 鄺頌晴 0 评论

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Bonshō are large bells found in Buddhist temples throughout Japan. The earliest of these bells dates to around 600 CE. It's used as signals, timekeepers and alarms. In addition, it is believed that it can be heard in the underworld

时政
( twitter.com)

2年前 • Massimo • 下载视频 0 评论

00:00:04

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The issue is not whether Xi Jinping can fix China’s economy or not. Rather, it is how much he will screw up it further. Four years ago I discovered that Xi’s actual educational is only at elementary school graduate level.

时政
( www.economist.com)

2年前 • Bin Xie (解滨) 0 评论

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Elon Musk: We can have a future where nobody's in need.
“A future of abundance for all sounds impossible. But what I'm here to tell you is that it will indeed be the case.
What's key to that is robotics and AI: Self-driving cars and autonomous humanoid robots that can be your
btc
( twitter.com)

10个月前 • ELON CLIPS • 下载视频 0 评论

00:01:37

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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.
“I can’t f*ck with you anymore if you can’t say that you were wrong about that. I just can’t.”
But he didn’t stop there. Rogan made it clear that any doctor
btc
( twitter.com)

11个月前 • The Vigilant Fox 🦊 • 下载视频 0 评论

00:03:02

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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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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)

1个月前 • Volodymyr Zelenskyy / Володимир Зеленський 0 评论

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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)

7个月前 • Michael Mo 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)

8个月前 • Autism Capital 🧩 • 下载视频 0 评论

00:01:47

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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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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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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
( www.jiqizhixin.com)

2年前 • 巭孬嫑勥茓 0 评论

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WOW! Obama issued a message saying no Jew should vote for Trump, so New York Jews filled the streets blasting a Yiddish song that says "VOTE FOR DONALD TRUMP!"
时政
( twitter.com)

1年前 • George • 下载视频 0 评论

00:01:01

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Rachel Goldberg, whose son, Hersh Goldberg-Polin, had his arm blown off and was then taken hostage on Oct. 7, shows a video of the attack to during a meeting he had with families of hostages in the Vatican this morning.
"This is my son. No arm — his arm was cut off."
时政
( twitter.com)

2年前 • Judah Ari Gross • 下载视频 0 评论

00:00:18

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If you're going to lie, lie big: that's what the Nazi propagandists concluded.
Why? No one will believe that anyone would do such a thing.
Tyrants demoralize and fear-monger. They use guilt and force. That's how you can tell that they're tyrants, despite their protestations.…
时政
( twitter.com)

1年前 • Dr Jordan B Peterson 0 评论

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🚨Alina Habba BLASTS federal employees who REFUSE to respond to Elon Musk’s email:
"I can name 5 things, 5 bullets, in about 5 minutes of me coming into the office every day. If you struggle to do that for a week, there's no excuse for that…”
btc
( twitter.com)

11个月前 • Benny Johnson • 下载视频 0 评论

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BREAKING: Pam Bondi just confirmed that a MASSIVE Tesla terrorist arrest is coming.
“Within the next 24 hours, you’re going to be seeing another HUGE arrest,” she said.
“That person will be looking at at least 20 years in prison with NO negotiations.”
President Trump gave
btc
( twitter.com)

9个月前 • The Vigilant Fox 🦊 • 下载视频 0 评论

00:00:36

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