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 84

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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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Chinese University of Hong Kong--a globally top ranked university--took away two students for holding placards that ask others what they thought should be the core values of the university. How's a university "top ranked" if it doesn't allow students to...ask questions??
时政
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2年前 • Maya Wang 王松蓮 0 评论

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ELON: IT'S DANGEROUS TO TEACH AI TO PROMOTE DIVERSITY AT ALL COSTS
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00:01:55

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In 2022, when Russia invaded Ukraine, I joined a community of fellow artists for Global Citizen’s “Stand Up For Ukraine” event, which benefited refugees displaced by the War, and performed my Dad’s song “Imagine”.
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00:02:27

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00:00:29

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Democrats could condemn terror attacks on Tesla with a simple statement released by the party and elected Democrats could release individual statements about it but they haven’t done so.
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UNREAL. Democrats in Colorado are pushing through a RADICAL transgender bill that would allow courts to take children away from parents who "misgender" or "deadname" their children.
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AGI is the most important and potentially dangerous technology of our time. OpenAI was right that this technology merits strong structures and incentives to ensure it is developed safely, and is wrong now in attempting to change these structures and incentives.
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These are called Witches' Stairs. It is believed that the design was thought to confuse or trap witches, preventing them from easily climbing the stairs due to the staggered pattern.
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Tesla investors, it is EXTREMELY IMPORTANT to vote as soon as possible for the upcoming Tesla shareholder meeting, and to vote with Tesla’s Board on all issues.
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Check your email for proxy voting information from your broker.
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Critical part of the President's new $100,000 charge for H1-B visas: The Administration can also offer a $100,000 discount to any person, company, or industry that it wants. Replacing rules with arbitrary discretion.
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时政
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4个月前 • Justin Wolfers 0 评论

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An honour to speak at the inaugural Berlin Freedom Conference. At this time of global uncertainty, with rising authoritarian threats, it is crucial that democracies & their supporters come together to defend our hard-earned freedom. In this effort, #Taiwan has much to contribute.
时政
( twitter.com)

2个月前 • 蔡英文 Tsai Ing-wen 0 评论

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🚨NEWS: Andrej Karpathy just reviewed Tesla FSD on his new Model X and he’s blown away.
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2个月前 • Muskonomy 0 评论

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笑死两个星期都过了酸鸡还在吵着我家孩子的gucciyou must accept it that至少gucci官宣是大大方方在大白天国内外同步
推特中文圈
( twitter.com)

4年前 • twitter机器人 0 评论

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Based on available footage, this is a quick map of the shooting that took place this evening at Bondi Beach.
Blue dots show the location of unresponsive civilian casualties.
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时政
( twitter.com)

1个月前 • Nathan Ruser 0 评论

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RAND has removed and is reviewing its controversial report on stabilizing US-China relations over Taiwan. It was this line that went viral in both China and Taiwan: "Stabilizing the Taiwan issue should focus on creating the maximum incentive for Beijing to pursue gradual
时政
( twitter.com)

2个月前 • Derek J. Grossman 0 评论

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Trump falls asleep again during a meeting on live television. If Joe Biden had done this, the media would’ve turned it into a week-long crisis. But with this clown, they shrug because he gives them the clicks that fatten their wallets. Total failures.
时政
( twitter.com)

1个月前 • Chris D. Jackson 0 评论

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Serious question for everyone today:
Did you check your car’s radiation levels while driving?
Anyone got a Geiger counter handy to compare notes?
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( twitter.com)

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It took a while, but now the vast majority of Americans see through the trans insanity indoctrination of our kids by radical leftists. It’s good for all of us to know that their thought leaders are still all in on pushing mental illness on children.
btc
( twitter.com)

1个月前 • Donald Trump Jr. • 下载视频 0 评论

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