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 44

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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 money that pays for illegal immigrants’ benefits didn’t fall from Heaven.
It came out of Americans’ pockets.
Under Pres. Trump, America is DONE rewarding lawbreakers.
btc
( twitter.com)

11个月前 • John Kennedy 0 评论

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Another case of suicidal empathy, as would say!
The problem with suicidal empathy is that it will end civilization. Game over.
Btw, Gad’s books are great.
btc
( twitter.com)

11个月前 • Elon Musk 0 评论

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1年前 • The Figen • 下载视频 0 评论

00:00:41

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ADMIN POST
A nation is judged by the way it treats its elderly, children, and animals.
So much for that white privilege we keep hearing about.
时政
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10个月前 • Tommy Robinson 🇬🇧 • 下载视频 0 评论

00:00:48

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“Wait… this is actually from that anti-Japanese propaganda movie ‘731’? 😅 Suddenly it feels less like history and more like low-budget sci-fi comedy.”
时政
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4个月前 • The Great Translation Movement 大翻译运动 • 下载视频 0 评论

00:00:14

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This is the most insane thing I've ever seen..
Thats Craig Murray, one of the best skiers to ever do it. He walked away from that.
有趣
( twitter.com)

1个月前 • non aesthetic things • 下载视频 0 评论

00:00:37

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President Zelensky:
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I know that the people are with me.
时政
( twitter.com)

2个月前 • Polymarket Intel 0 评论

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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)

1年前 • TRUMP ARMY 0 评论

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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
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1年前 • Ian Miles Cheong • 下载视频 0 评论

00:01:32

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Still feels surreal that this moment has finally arrived.
• Company: Tesla
• Description: Ride-share service
• Status in Texas: Testing
• Active/Non-Active: Active
• Safety Driver: No
• Service Area: Austin Metro
btc
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7个月前 • Sawyer Merritt 0 评论

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“… what an irresponsible media scare that was, creating outrage and confusion for no reason.”

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2年前 • Media Watch • 下载视频 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 💀
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1年前 • non aesthetic things 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:
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1年前 • Department of State 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.
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1年前 • Joey Mannarino 0 评论

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I’m not a fan of Charlie Kirk, but I’m shocked and disturbed by the act of violence against him simply because of differences in worldview. The fact that a former CCP cop "Haiyan Deng" living in Los Angeles called him a ‘Nazi scumbag’ after his death shows exactly why he was
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4个月前 • Terence Shen 公子沈 0 评论

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Grok is the best!
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A 107-year-old Chinese grandmother pulls out a sweet from her pocket and gives it to her 84-year-old daughter,
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1年前 • Science girl • 下载视频 0 评论

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11个月前 • The Figen • 下载视频 0 评论

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I‘v received harassment from CCP 24/7 since announcement of joining the Q&A after screening All static and Noice，a doco revealing China‘s Uyghur genocide.
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come to the film & support 💪
时政
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1年前 • 巴丢草 Bad ї ucao 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
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2年前 • Kenny Xu 0 评论

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Thank you, Estonia! Thank you, Prague!
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时政
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1年前 • Anton Gerashchenko • 下载视频 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)

1年前 • Brian Krassenstein • 下载视频 0 评论

00:00:23

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And lest anyone believe the claim that no one anticipated the work was risky, the UNC/Wuhan project constructing novel viruses that combine spikes of one bat SARS virus with genomic backbones of other bat SARS viruses was criticized already in 2015 as likely to cause a pandemic
时政
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2年前 • Richard H. Ebright 0 评论

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🤦‍♂️What an incredibly stupid question by the interviewer: "Can you give up any part of Ukraine for peace?"
In 2014, Ukraine gave up Crimea and a significant part of Donbas - Donetsk and Luhansk - 42,000km²
DID THAT LEAD TO PEACE?
NO - THAT LED TO RUSSIA INVADING THE ENTIRE NATION
时政
( twitter.com)

2年前 • Igor Sushko • 下载视频 0 评论

00:01:20

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Counselor to the President Alina Habba on the ‘What did you do last week’ 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 • America • 下载视频 0 评论

00:04:17

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