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 16

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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 )

24天前由 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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"Grok 3, in the tests we've performed so far, has been outperforming anything that has been released so far. It is scary smart and finds non-obvious solutions. It was trained on a large amount of synthetic data and the most amount of compute."
-
btc
( twitter.com)

6天前 • Beff – e/acc • -- 点击 0 评论

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Robert Fico, PM of Slovakia refused to allow Islam to be registered as a state religion.
"Islam has no place Slovakia..the problem is that [Muslims] want to change the face of the country".
He also refused to take in Muslim migrants, defying EU. there is no Mosque there!
时政
( twitter.com)

9个月前 • Azat Alsalem • -- 点击 0 评论

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A Muslim politician from SWITZERLAND, by the name of Sanija Ameti, has just uploaded a photo on Instagram that shows her shooting images of Jesus and Mary.
She came to Switzerland in 1995 as a refugee when she was just three years old.
She’s a member of the Green Party.
时政
( twitter.com)

5个月前 • Joey Mannarino • -- 点击 0 评论

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I already have something that no one else in my race does: a winning record against the left. I've handled them before, I will handle them again. Elect Kenny Xu to Congress and you will witness that all of my accomplishments so far have only been the prologue.
时政
( twitter.com)

1年前 • Kenny Xu • -- 点击 0 评论

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I’m tired of Republicans pretending that Trump had no ties to Russia and that Adam Schiff is a liar. I’m sure a million trolls will jump in on this but I don’t care.
FACTS about the Trump Campaign's Russian ties.
- High-Level Contacts: Members of the Trump campaign, including…
时政
( twitter.com)

11个月前 • Brian Krassenstein • -- 点击 • 下载视频 0 评论

00:00:23

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Thank you, Estonia! Thank you, Prague!
A rally in Prague in support of Estonia's suggestion on military support to Ukraine.
They suggest that each EU country should allocate no less than 0,25% of its GDP on support for Ukraine. That should total to Eur 120 billion which would
时政
( twitter.com)

10个月前 • Anton Gerashchenko • -- 点击 • 下载视频 0 评论

00:02:10

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Rapper Travis Scott has been arrested in France for starting a fight with a hotel receptionist. He found out what happens in France, where no one cares that he's famous.
时政
( twitter.com)

6个月前 • Ian Miles Cheong • -- 点击 • 下载视频 0 评论

00:01:32

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Clint Eastwood has said: "One day we will realize that the Barack Obama presidency was the biggest FRAUD ever perpetrated on the American people."
Do you agree?
Yes or No
时政
( twitter.com)

10个月前 • TRUMP ARMY • -- 点击 0 评论

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The State Department will no longer undertake any activities that facilitate or encourage mass migration. Read more about the priorities and mission of the second Trump Administration’s Department of State:
btc
( www.state.gov)

24天前 • Department of State • -- 点击 0 评论

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iPhones that already have TikTok installed are now being sold on eBay for prices as high as $50,000 , as the app is no longer available on the App Store 💀
有趣
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27天前 • non aesthetic things • -- 点击 0 评论

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📹 Aaphenpalopo
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( twitter.com)

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00:00:17

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It is very important that our mothers support us! ❤️
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有趣
( twitter.com)

8个月前 • Figen • -- 点击 • 下载视频 0 评论

00:00:43

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Akhal -Teke horse, one of the rarest horse breeds in the world.
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有趣
( twitter.com)

2个月前 • Figen • -- 点击 • 下载视频 0 评论

00:00:15

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As a friend of mine described it, this is like an amazing puzzle, uncovering the secrets of an ancient civilization that went extinct … except it’s still around 😂
btc
( twitter.com)

前天 • Elon Musk • -- 点击 0 评论

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Kamala Harris tried smearing Brett Kavanaugh in front of his own family by accusing him of gang rape WITHOUT A SHRED of evidence.
She has no morals & no convictions. She only has a lust for power & will do & say anything to get it! LITERALLY ANYTHING!
时政
( twitter.com)

6个月前 • Michelle #FKH • -- 点击 • 下载视频 0 评论

00:01:22

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We have an agreement! All EU 27 countries have approved the 50 billion EUR financial aid package for Ukraine.
It again demonstrates EU unity and that together we can deliver.
An important signal to Ukraine that the EU stands behind you long-term, until victory. #EUCO
时政
( twitter.com)

1年前 • Kaja Kallas • -- 点击 0 评论

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For liberals like myself, Europe has long seemed a useful model of a place that softens the harshest edges of capitalism. But it is struggling from overregulation and poor leadership: France has roughly the per capita income of Arkansas. One study suggests that by 2035 the gap
时政
( twitter.com)

5个月前 • Nicholas Kristof • -- 点击 0 评论

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My X family,
I wanted to congratulate you.
Comments associated with my viral posts also received good impressions.
I'm already working hard to find the best things,
the things that will inspire you and give you peace.
It is important that you make relevant comments in the
有趣
( twitter.com)

8个月前 • Figen • -- 点击 0 评论

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After Prigozhin, Navalny, and so many apparent assassinations, I want to remind everyone that Russia still refuses to hand over the wreckage of the 2010 plane crash that killed the then-Polish president and nearly 100 prominent figures, even though they claim it was an AcCideNt.
时政
( twitter.com)

1年前 • Huey Li • -- 点击 0 评论

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GEOLOGISTS LIVED OVER 5,000 YEARS AGO ?
The Great Pyramid of Giza has an enormous weight, probably approaching or exceeding 6,000,000 tons. It is quite easy to imagine that, under such a weight, the underlying ground could give way. There are not many areas of the Earth that…
时政
( twitter.com)

9个月前 • Dr. M.F. Khan • -- 点击 0 评论

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The 3 hour testimony of Peter Daszak before the subcommittee has just completed. There appears to be a bipartisan conclusion that Peter Daszak has been untruthful with Congress and/or has withheld documents. I believe it is more likely than not that Eco health alliance will be
时政
( twitter.com)

9个月前 • Dr Steven Quay • -- 点击 0 评论

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We asked our WSJ China readers how likely it is that China will have another pro-democracy movement like that in ‘89. Thanks to many of you who have responded. We decided to publish this account from a reader who participated in the ‘89 student protests
时政
( wsjchina.cmail20.com)

8个月前 • Lingling Wei 魏玲灵 • -- 点击 0 评论

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Javier Milei to the UN:
"In this very house, that claims to defend human rights, they have allowed the entry of bloody dictatorships, like those of Cuba and Venezuela, without the slightest reproach.
"In this very house, that claims to defend the rights of women, it allows
时政
( twitter.com)

4个月前 • Saul Sadka • -- 点击 • 下载视频 0 评论

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JUST IN: The Department of Justice and Jack Smith immediately end their cases against Donald Trump.
The DOJ cited their policy that presidents can't be prosecuted however it was assumed they would work up until the "last day."
"What's interesting here is that the DOJ is moving
时政
( twitter.com)

3个月前 • Collin Rugg • -- 点击 • 下载视频 0 评论

00:02:03

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The Pentagon said that has saved the government over $40B. One SLS launch costs billions. One SpaceX launch costs less than $75M.
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btc
( twitter.com)

13天前 • Sawyer Merritt • -- 点击 0 评论

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