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 43

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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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🚨 JUST IN: Sec. Marco Rubio orders all U.S. embassies to pressure western governments that are allowing MASS MIGRATION, stating it poses an "existential threat" to the west
HOLY BASED!
"U.S. officials will now scrutinize policies in Western nations that give leniency to
btc
( twitter.com)

2个月前 • Eric Daugherty 0 评论

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Forget the predictable Christmas destinations.
If you want a December that actually feels like Christmas, these places still get it right.
Snow, bells, candlelight, and streets older than modern life itself.
Here are 23 European towns that turn Christmas into something real.
时政
( twitter.com)

1个月前 • Culture Explorer 0 评论

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"In 2011, Falun Gong members sued Cisco, alleging the company tailored technology for Beijing that it knew would be used to track, detain and torture believers."
"An investigation last year showed that American tech companies, to a large degree, designed and built China’s
时政
( twitter.com)

1个月前 • Jan Jekielek 0 评论

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BREAKING: The DOGE rescission package PASSED THE HOUSE! The vote was 216-213, with two Republicans voting against it.
This is HUGE!
It will now be sent to the President's desk for the final signature! Our tax dollars are no longer being sent to NPR and PBS!
时政
( twitter.com)

7个月前 • Gunther Eagleman™ • 下载视频 0 评论

00:00:34

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I almost defended malcolm gladwell, as it takes courage to admit you're wrong. but then I remembered his debate with matt taibi, where he repeatedly implied matt was racist for no longer trusting the media. gladwell wasn't "cowed" by the system. he was part of it.
btc
( twitter.com)

5个月前 • Mike Solana 0 评论

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Trump said it.

His version of America First and focusing on China includes giving up Taiwan.

Give up Ukraine first, then focus on China by giving up Taiwan.

No wonder Epoch Times loves it.

If a “conservative” is retweeting Epoch Times, you know where the guy stands.
时政
( twitter.com)

2年前 • Jing Gu 0 评论

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Today, our government team reported on the economic partnership with the United States. We have an agreement. It has been signed and will be submitted to the Verkhovna Rada for ratification. And we are interested in having no delays with it.
All our representatives did a good
时政
( twitter.com)

9个月前 • Volodymyr Zelenskyy / Володимир Зеленський • 下载视频 0 评论

00:04:45

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I just got back from over 3 hours of driving to and around Boston using FSD V14.1.3. No interventions. It was great. V14 is ready to be released wide in my opinion.
It feels noticeably smoother and more comfortable in everyday driving compared to 14.1.2. That's especially
btc
( twitter.com)

3个月前 • Sawyer Merritt • 下载视频 0 评论

00:32:46

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“He raped me.”
“Donald J Trump had raped her along with Jeffrey Epstein.”
“She was found with her head ‘blown off’… there was no way it was a suicide.”
Now we’re starting to see why Trump was hiding the Epstein files, and it probably gets much worse.
时政
( twitter.com)

1个月前 • Melanie D'Arrigo 0 评论

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I will remember yesterday for the rest of my life . Thank you every single one of you that made it possible , from the stewards to the security to the donors who helped fund it , to the people who turned up in their millions. None of it could have happened without you 🏴󠁧󠁢󠁥󠁮󠁧󠁿🇬🇧🏴󠁧󠁢󠁥󠁮󠁧󠁿🇬🇧
btc
( twitter.com)

5个月前 • Tommy Robinson 🇬🇧 0 评论

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ELON: GROK IS THE BEST ASSISTANT TO FIGHT PROPAGANDA
“You just press the Grok icon on any 𝕏 post and it will analyze it for you and research it as much as you want.
So, just by tapping the Grok icon, you can assess whether that post is the truth, nothing but the truth, or
btc
( twitter.com)

3个月前 • Mario Nawfal • 下载视频 0 评论

00:00:49

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Russia was forced to attack Ukraine because Ukrainians wanted to join NATO?
NATO promised it would not expand to the east but later broke this promise?
It will take me less than five minutes to prove with facts that both statements are false.
时政
( twitter.com)

1年前 • Dmytro Kuleba • 下载视频 0 评论

00:04:53

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This film lasts only 4 minutes and it won an Oscar ...
Intense, but it conveys tremendous reality, empathy and putting ourselves in other people's shoes ...
Knowing how to recognize your mistakes and knowing that others also have their problems and empathizing is precious ...
有趣
( twitter.com)

1年前 • Figen • 下载视频 0 评论

00:03:52

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This 600-year-old painting is one of the most mysterious in history. That mirror at the back is just 3 inches wide, yet it reflects the entire room in immense detail. Now look closer and you'll realize nothing is as it seems…
有趣
( twitter.com)

1年前 • non aesthetic things 0 评论

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When “Fight Club” premiered at the 1999 Venice Film Festival, it got booed hard by the audience. Ed Norton said that as it was happening, Brad Pitt turned to him and said: “That’s the best movie I’m ever going to be in.”
有趣
( twitter.com)

1年前 • non aesthetic things 0 评论

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Polish politician Grzegorz Braun tore down the European Union flag, wiped his shoes with it, and burned it.
He stated that Poland would not display the symbols of what he called a hostile organization.
"This is Poland, not Brussels."
Globalism is losing.
时政
( twitter.com)

9个月前 • The British Patriot • 下载视频 0 评论

00:01:45

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Accepting gifts from foreign nations is never a good practice. It threatens intelligence and national security. Especially when that nation supports a terrorist organization and allows those terrorist regimes to live on its soil. Regardless of how beautiful the plane may be, it
时政
( twitter.com)

9个月前 • Nikki Haley 0 评论

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MEDICINE: The World Health Organization says it 'made an official request to China for detailed information on an increase in respiratory illnesses and reported clusters of pneumonia in children' and adds that it recommends the following of 'measures to reduce the risk of…
时政
( twitter.com)

2年前 • The Spectator Index 0 评论

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"I want you to answer my question. Three times I've asked it. What did Donald Trump do that was 'downright abhorrent'? It's your words."

I asked about his old tweets & writings, him criticizing Trump, and it got a little heated.
Watch:

时政
( twitter.com)

2年前 • Mehdi Hasan • 下载视频 0 评论

00:02:35

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In the rain forests of Borneo, a caterpillar builds a tent-like structure that enables it to eat out of the sight of predators by cutting a section of a leaf and folding it along its tiny natural hinges

[📹 BBC Earth: ]

有趣
( buff.ly)

2年前 • Massimo • 下载视频 0 评论

00:00:59

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wow, this "news: account that completely made up a news of "Uyghur stabbing a diplomat" blocked me after I exposed his lie and simply commented about community note correcting it .
Is the post still there? if it is, is there a community post?
时政
( twitter.com)

2年前 • Alfred_Uyghur 0 评论

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Listen Larry, we need to stop government spending like a drunken sailor on fraud & waste or America is gonna go bankrupt.
That does mean a lot of grifters will lose their grift and complain loudly about it.
Too bad. Deal with it.
btc
( twitter.com)

1年前 • Elon Musk 0 评论

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Israeli media is reporting that the Israeli government is already planning to resume the bombardments after Phase I of the ceasefire is completed and the hostages have been returned.
The Israeli playbook is to violate ceasefire agreements because it knows it enjoys full
时政
( twitter.com)

1年前 • Dr. Yara Hawari د. يارا هواري 0 评论

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Neuralink not only is a way to help people, but once a certified proven product it will start to become a consumer accessory that will allow us to directly connect to everything. Cars, robots, augmentations, instant knowledge, 24hr health monitoring. It will revolutionize
btc
( twitter.com)

3个月前 • S.E. Robinson, Jr. 0 评论

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Yep, mark it down: by 2030 trans identification in kids and teens will be back well under 1 percent.
This was a cultural bubble aided by the massive profits available to surgeons and hospitals that pushed these mutilations, and it has decisively popped.
btc
( twitter.com)

4个月前 • Alex Berenson 0 评论

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