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 49

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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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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)

1年前 • Dr Steven Quay 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)

1年前 • Figen 0 评论

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Indeed, it is essential to reduce the budget deficit to match economic growth!
We will get the 2026 deficit to ~3% of GDP. Sensible deregulation will ensure that economic growth is ~3% or higher.
That will both DEFEAT INFLATION and REDUCE INTEREST RATES for all Americans!
btc
( twitter.com)

11个月前 • Elon Musk 0 评论

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Trump's CIA provided the Pakistanis with intelligence that led to the capture of the mastermind of the Abbey Gate bombing that killed 13 U.S. service members.
Biden had over three years to get him; Trump got it done in a matter of weeks.
After CIA director was
btc
( twitter.com)

10个月前 • Cliff Sims 0 评论

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BILL MAHER DISCUSSES NY TIMES GASLIGHTING US "The core paper that killed off any idea that this was a lab leak in China, the Proximal Origins paper, which was produced with Fauci and Collins, the NIH and NIAID helping it along, was a lie.
A conscious lie."
btc
( twitter.com)

10个月前 • Paul D. Thacker • 下载视频 0 评论

00:04:21

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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.
SpaceX President Gwynne Shotwell on SpaceX's $22B in gov contracts: "We earned that. We bid it, we were the lowest price, best bidder, we
btc
( twitter.com)

11个月前 • Sawyer Merritt 0 评论

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Chinese mercenaries is an open secret in Ukriane-Russia war. For example, in this video filmed in 2024, this Chinese mercenary openly talked about that where he is from and why he joined the Russian side. Interesting sign that it finally attracts the attention of Ukraine top
时政
( twitter.com)

9个月前 • The Great Translation Movement 大翻译运动 • 下载视频 0 评论

00:01:08

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The big problem with this graph is that as AI gets reduced to computation power, it further gets reduced to electricity to power the data centers that house the computation.
The US is still ahead in model sophistication and quality but we are way behind on electricity
btc
( twitter.com)

6个月前 • Chamath Palihapitiya 0 评论

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Successive governments have for decades practiced a policy of mass legal and illegal migration, with all its attendant damage.
It should be self evident that this damage can only be reversed by a reversal of that policy.
In other words, the solution lies in mass repatriations
btc
( twitter.com)

5个月前 • Ben Habib 0 评论

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Hideo Kojima says many big budget games look pretty much the same and that it important to put something really new into the video game industry!
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时政
( twitter.com)

5个月前 • Genki✨ 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)

1年前 • Lingling Wei 魏玲灵 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)

1年前 • Saul Sadka • 下载视频 0 评论

00:00:37

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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)

1年前 • Nicholas Kristof 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)

1年前 • Collin Rugg • 下载视频 0 评论

00:02:03

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An image of the earth 🌎 taken from the probe Voyager 1 🛰 as it was leaving the solar system from about 6 billion kilometres away. It’s humbling to think that all of human history has taken place on that wonderful pale blue, fragile dot. ❤️
有趣
( twitter.com)

2年前 • Amazing Astronomy 0 评论

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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)

2年前 • Kaja Kallas 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 0 评论

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An image of the earth 🌎 taken from the probe Voyager 1 🛰 as it was leaving the solar system from about 6 billion kilometres away. It’s humbling to think that all of human history has taken place on that wonderful pale blue, fragile dot. ❤️
有趣
( twitter.com)

2年前 • Amazing Astronomy 0 评论

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Blackbird pilot recalls when his SR-71 Flew so Fast that he and his RSO Landed at Beale AFB almost a Day Before They Took Off from Kadena AB via
I wrote today’s aviation geek club, but it wouldn’t be possible without the friendship that I have…
时政
( theaviationgeekclub.com)

2年前 • Habubrats SR-71 0 评论

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In May the Netherlands announced that it would train Ukrainian military personnel for the deployment of F-16 aircraft. Today we can announce that the Netherlands and Denmark commit to transfer those F-16s to Ukraine as soon as the necessary conditions have been met. We are…
时政
( twitter.com)

2年前 • Mark Rutte 0 评论

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Today, following the work of the teams in the United States, head of the Ukrainian delegation Rustem Umerov reported on the main parameters of the dialogue, its emphases, and some preliminary results. It is important that the talks have a constructive dynamic and that all issues
时政
( twitter.com)

1个月前 • Volodymyr Zelenskyy / Володимир Зеленський 0 评论

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Germany escaped the first China shock that hit the US economy because it produced higher end goods and because China needed the machinery that the Germans produced.
The core of German industry is being threatened by China now because China has moved up the value chain,
时政
( twitter.com)

1个月前 • Melissa Chen 0 评论

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Ah, Chris, all that noise and not a shred of outrage where it actually matters. Funny how is delivering on what only promised, and suddenly, you’re squawking. Makes you wonder—if he digs into all this reckless spending, would any of it trace back to you
btc
( twitter.com)

11个月前 • KrisiAnn 0 评论

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Yeah, I can’t emphasize this enough!
The goal of auditing the Social Security Administration is to stop the extreme levels of fraud taking place, so that it remains solvent and protects the social security checks of honest Americans!
That’s it. That’s the goal. End of story.
btc
( twitter.com)

11个月前 • Elon Musk 0 评论

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BREAKING: 𝕏 recently informed 10 of its Irish users that it had successfully opposed court orders granting govt access to their data.
𝕏 went to court to ensure it was not unlawfully forced to disclose data. 𝕏 is committed to protecting users’ privacy from govt overreach.
btc
( twitter.com)

11个月前 • DogeDesigner • 下载视频 0 评论

00:00:05

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