Today we're releasing a developer preview of our next-gen benchmark, ARC-AGI-3. The goal of this preview, leading up to the full version launch in early 2026, is to collaborate with the community. We invite you to provide feedback to help us build the most robust and effective , page 195

Today we're releasing a developer preview of our next-gen benchmark, ARC-AGI-3.

The goal of this preview, leading up to the full version launch in early 2026, is to collaborate with the community. We invite you to provide feedback to help us build the most robust and effective benchmark possible.

ARC-AGI-3 is the continuation of the ARC series of AI benchmarks:

• Focus on generalization and adaptation to novelty
• Easy for humans, yet extremely difficult for AI
• Built exclusively on Core Knowledge priors, with no other domain-specific knowledge required

The biggest evolution is a complete shift to an interactive format. ARC 3 is a collection of unique, novel games set in the ARC grid world. To succeed, an AI must learn on the fly through efficient trial and error. There are no instructions, so everything is up for you to figure out:

• What are the underlying concepts and mechanics?
• What do the controls do?
• What is the goal, and how do I achieve it?

We are directly probing an AI's ability to efficiently explore, learn, and plan when faced with a completely unknown task. So far, all systems we've tested score 0. Yet all these games are fully solvable by humans in a few minutes with no prior training.

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1周内 1个月内 1年内全部时间

China: We have Christmas at home.
Context:
Chinese Cultural Revolution (1966–1976).
The “Christmas hats” are modeled after dunce caps used during public struggle sessions (批斗). People accused of political or ideological “crimes” were forced to wear these hats in public
时政
( twitter.com)

2个月前 • The Great Translation Movement 大翻译运动 0 评论

I thank Japan and Prime Minister for the decision to provide additional financial support to Ukraine next year. The total aid amounts to nearly $6 billion, which will strengthen our defense against Russian aggression.
We greatly appreciate that Japan takes such a
时政
( twitter.com)

2个月前 • Volodymyr Zelenskyy / Володимир Зеленський 0 评论

We believe it is a moral responsibility to stand firmly against authoritarianism. The protests in Iran are not an abstract issue or a distant headline; they are a real, unfolding struggle by ordinary people demanding dignity, accountability, and basic freedoms.
Our role, however
时政
( twitter.com)

1个月前 • The Great Translation Movement 大翻译运动 0 评论

Tomorrow, the US court will decide whether the courageous Guan Heng, who smuggled video evidence of China’s concentration camps, should get asylum in the US. Unfortunately, lawyers failed to grant asylum despite widespread public support. I hope we will have good news.
时政
( twitter.com)

1个月前 • Rayhan E. Asat 0 评论

The world must understand this
Iranians are not fighting only for Iran .
We are standing on the front lines against terrorism, tyranny, and extremism .
This is not a local struggle .
This is a global fight .
Do you agree my words...
Yes or No...
时政
( twitter.com)

1个月前 • Israel Force 0 评论

China’s drills and live fire around Taiwan raise tensions, threaten peace, and endanger air and maritime safety. Taiwan rejects coercion and intimidation. We thank democratic partners for speaking out and standing with Taiwan to uphold regional peace and a rules based order.
时政
( twitter.com)

2个月前 • 林佳龍 Lin Chia-lung 0 评论

The collapse of the Venezuelan regime is a blow to the Ayatollah, whose regime relies on Venezuelan oil to stay afloat.
We must ensure that Maduro isn't succeeded by yet another corrupt, Iran-aligned Chavista, but a government that represents the Venezuelan people.
时政
( twitter.com)

2个月前 • Mike Pompeo • 下载视频 0 评论

00:01:08

🚨 JUST IN: French President Emmanuel Macron begs for more Chinese investment in Europe
"China is welcome. What we need is more Chinese direct investment in Europe!"
STOP RELYING ON CHINA!
This is why Europe is WEAK and Trump is strong. Pathetic.
时政
( twitter.com)

1个月前 • Eric Daugherty • 下载视频 0 评论

00:00:25

Press Statement
Some recent media reports and social media posts concerning the “Epstein files” are attempting to link His Holiness the Dalai Lama with Jeffrey Epstein.
We can unequivocally confirm that His Holiness has never met Jeffrey Epstein or authorised any meeting or
时政
( twitter.com)

1个月前 • Dalai Lama 0 评论

russia took the lives of these incredible, strong and talented Ukrainian athletes, we will not allow for their memory to be silenced!
See them, say their names, show their faces, share their legacy, bravery and honor!
Never forgive, Never forget! 🇺🇦🙏🏼
时政
( twitter.com)

26天前 • Їne Back Їversen 0 评论

We put together this recap to share the incredible energy at the World Liberty Forum 2026 🦅☝️
A massive thank you once again to the builders, leaders, and visionaries who made this unforgettable.
The next chapter starts now. Press play. 👇
btc
( twitter.com)

13天前 • WLFI • 下载视频 0 评论

00:01:28

. As we ensure that all Americans can profit from a rising stock market, let’s also ensure that members of Congress cannot corruptly profit using inside information. Pass the STOP Insider Trading Act WITHOUT DELAY.
"Did Nancy Pelosi stand up? Doubt it." 🤣
btc
( twitter.com)

13天前 • Rapid Response 47 • 下载视频 0 评论

00:01:11

I met with Minister of Public Security Wang Xiaohong in Beijing to discuss commitments on counternarcotics cooperation to disrupt the flow of precursor chemicals into the U.S. I also raised concerns about China's human rights record. We reaffirmed our commitment to maintaining…
时政
( twitter.com)

1年前 • Secretary Antony Blinken 0 评论

Su Nuraxi is a 3,000 year old Bronze Age archaeological site in Barumini Sardinia, known for its well-preserved nuraghe complex. It includes a central tower and smaller structures, offering insights into the ancient Nuragic civilization.
We have limited knowledge about the…
时政
( twitter.com)

1年前 • Dr. M.F. Khan 0 评论

Message from #OwenChow, who was convicted just now of “conspiracy to subvert state power” after Hong Kong’s national security law trial of the #HK47.
He pleaded not guilty. We know he is not guilty. But the Hong Kong government says he is.
时政
( twitter.com)

1年前 • Joey Siu 邵嵐 0 评论

Dear Z-Librarians,
Since one of our main domains was seized, we are experiencing some technical issues. Our team is already working to restore functionality.
There may be delays in crediting donations, but don't worry - the system will automatically credit them and upgrade
时政
( twitter.com)

1年前 • Z-Library Official 0 评论

At the Forum in Singapore, President Zelensky said that unfortunately, Beijing is talking the countries of "Global South" out of participating in the Peace Summit in Switzerland, suggesting instead a plan of de-facto "freezing the war" - which suits Russia.
We are currently
时政
( twitter.com)

1年前 • Anton Gerashchenko • 下载视频 0 评论