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 129

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.

点击图片查看原图

1周内 1个月内 1年内全部时间

PRESIDENT TRUMP: "I'm signing an Executive Order to open up the pumps and the valves in the north. We want to get that water pouring down here as quickly as possible — and let hundreds of millions of gallons of water flow down into southern California."
btc
( twitter.com)

1年前 • Trump War Room • 下载视频 0 评论

00:00:28

I have many friends in Kosovo and Albania…and many friends in Serbia and throughout the region.
The Trump Administration has worked and will continue to work towards peace for everyone in the Balkans.
But we need trustworthy partners.
The Kurti Government was not
btc
( twitter.com)

1年前 • Richard Grenell 0 评论

Scott Bessent arguing that the Trump Admin wants a lower 10-year...not more Fed cuts.
Simplistically, though, the 10-yr is short rates + future Fed expectations + term premium*
We can see this in the consistent relationship between the 10yr and SOFR implied terminal rate.
时政
( twitter.com)

1年前 • Warren Pies 0 评论

🚨 Trump Deputy Chief of Staff Stephen Miller just DEMOLISHED USAID
“There is NO LAW passed by Congress that says we need to funnel money to organizations that traffic children.”
“Bureaucrats at USAID have NO RIGHT to facilitate mass illegal immigration, or facilitate DEI laws.
btc
( twitter.com)

1年前 • Nick Sortor • 下载视频 0 评论

00:01:20

I am proud of Britain and what we have given to the world - no nation has done more.
Let's shout about it, and importantly teach children about our incredible contribution to human progress.
I am unashamedly British and proud.
No guilt, no apologies, no reparations.
btc
( twitter.com)

1年前 • Rupert Lowe MP 0 评论

🚨 BREAKING: French President Macron addressed all Europeans to prepare for war with Russia.
This was broadcast live across the continent.
Europe will not accept capitulation of Ukraine to Russia under the guise of "peace negotiations."
Americans must decide whose side we are on.
时政
( twitter.com)

1年前 • Igor Sushko • 下载视频 0 评论

00:13:05

We shipped 20 app updates in the last two weeks containing Grok 3, SuperGrok, Think & DeepSearch, and Voice Mode. We're looking to add more hardcore engineers to the team. Tag the most hardcore iOS and Android engineers you know and will hire them.
btc
( twitter.com)

1年前 • Chaitu 0 评论

🚨 JUST IN: Elon Musk says DOGE will achieve $1 TRILLION in savings “unless we’re stopped.”
“Savings at this point exceed $4 billion PER DAY,” per
We the people have your back, Elon. Keep pushing!
DOGE is overwhelming popular among the American people (per
btc
( twitter.com)

1年前 • Nick Sortor • 下载视频 0 评论

00:00:50

In the private sector, people do not attempt to destroy someone’s livelihood for holding different political views. Only in government, and only from one side, do we see this kind of targeted economic punishment. This is not about “consequences.” It is an attempt to enforce
btc
( twitter.com)

1年前 • DataRepublican (small r) 0 评论

Head of the Office of the President of Ukraine Andrii Yermak:
"The main achievements, the results of today's meeting are the immediate resumption of American assistance and intelligence sharing. We also discussed all the issues related to the process of ending the war, ending
时政
( twitter.com)

1年前 • Anton Gerashchenko • 下载视频 0 评论

00:00:59

Proud to share that all 139,935 complimentary adapters reserved by our U.S. customers have been shipped! Thank you to our team for making this happen and ensuring we fulfilled our commitment. And thank you to our customers for their support and feedback along the way!
btc
( twitter.com)

1年前 • Jim Farley 0 评论

🚨BREAKING: Rep. James Comer and the FBI to bring CRIMINAL CHARGES against those behind ActBlue, The Largest Money Laundering Scheme in U.S. history:
"We are going forward with our investigation. Their lawyers are leaving… This will be the end of the Democratic Party."
btc
( twitter.com)

1年前 • Benny Johnson • 下载视频 0 评论

00:16:47

REPORTER: The two astronauts that you just helped save from space, they didn't get any overtime pay... "If I have to, I'll pay it out of my own pocket... and I want to thank by the way because think if we don't have him."
btc
( twitter.com)

1年前 • Rapid Response 47 • 下载视频 0 评论

00:01:27

This video is so disturbing. I’ve always considered myself pro-Israel. But if that now means arresting, jailing, and deporting someone whose only “crime” we know of was writing a pro-Palestine op-ed, then count me out. I want nothing to do with that.
时政
( twitter.com)

1年前 • Billy Binion • 下载视频 0 评论

00:00:49

Democrats poured 10 million dollars into the race for the Waltz seat. Early voting has started for FL-6.
I will spend the next five days being obnoxiously annoying about this because we have to come out in full force and win this seat decisively.
btc
( twitter.com)

1年前 • Insurrection Barbie 0 评论

Trump & Musk have a strategy to destroy US democracy. Luckily, they're incompetent, but they have enough money and power to keep trying. So I'm launching my own strategic project to defend freedom, The Next Move, and we must fight to win. Link in bio.
时政
( twitter.com)

11个月前 • Garry Kasparov • 下载视频 0 评论

00:02:42

Elon Musk: If the bureaucracy is preventing the president from implementing what the people want, then we live in a bureaucracy, not a democracy.
“The President will make these executive orders, which are very sensible and good for the country, but then they don't get
btc
( twitter.com)

11个月前 • ELON CLIPS • 下载视频 0 评论

00:01:11

Through the New Citizens’ Movement, Ding Jiaxi supported local independent candidates, called for officials to disclose finances, and advocated for property rights in China. In 2023, the CCP sentenced him to 12 years in prison for “subversion of state power.” We call for Ding's
时政
( twitter.com)

11个月前 • Bureau of Democracy, Human Rights, & Labor (DRL) 0 评论

When Tesla owners tell you about how seamless the Tesla experience is, this is what we mean. The raw, unedited experience.
And it just goes from the end of this video to your driveway.
Open door, buckle seatbelt, press a button on a touch screen.
btc
( twitter.com)

11个月前 • Mike P • 下载视频 0 评论

00:00:59

🇺🇸 RUBIO: WE SHUT DOWN THE CENSORSHIP MACHINE
The Trump administration has officially axed the Global Engagement Center (GEC)—an office Rubio claims was weaponized to muzzle free speech, and calls the “censorship-industrial complex."
Rubio made it clear: “GEC is dead. It will
btc
( twitter.com)

11个月前 • Mario Nawfal 0 评论

The brand-new “NATIONAL DEFENSE AREA” is now operational at the border. We’re going down to see our troops ON MISSION.
We will fully SEAL the border & REPEL all illegals attempting to cross.
Feels good to seal OUR OWN BORDER, not somebody else’s.
btc
( twitter.com)

11个月前 • Pete Hegseth 0 评论

Spoke to a Pennsylvania voter whose husband received a letter from the Luzerne County Board of Elections that he was changed to no party affiliated.
(He never changed his party.)
Sure enough, we checked & changed it back to Republican.
Please check your Pennsylvania voter
btc
( twitter.com)

11个月前 • ThePersistence 0 评论

Lemme get this straight…
-Biden secretly allowed Chevron to pay hundreds of millions of dollars to the Venezuelan Government
-This week we learned the Venezuelan government likely facilitated the TdA gang migration to our country
Did Biden fund Tren de Aragua gang members to
btc
( twitter.com)

11个月前 • Libs of TikTok 0 评论

During my meeting with President we discussed the path toward a full and unconditional ceasefire and the need to apply pressure on Russia to establish it.
I outlined the consequences of Russian attacks on Kryvyi Rih, Sumy, and Kyiv. To protect the lives of
时政
( twitter.com)

11个月前 • Volodymyr Zelenskyy / Володимир Зеленський • 下载视频 0 评论

00:00:23

本周将迎来美股财报周💰
微软，Meta，亚马逊，苹果都将在本周公布财报。
当然不管好坏，结果都是：
We are so tired of winning.
btc
( twitter.com)

11个月前 • TechFlow 深潮｜APP 已上线 0 评论

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 btc ( twitter.com )

btc

PRESIDENT TRUMP: "I'm signing an Executive Order to open up the pumps and the valves in the north. We want to get that water pouring down here as quickly as possible — and let hundreds of millions of gallons of water flow down into southern California." btc ( twitter.com)

btc

I have many friends in Kosovo and Albania…and many friends in Serbia and throughout the region. The Trump Administration has worked and will continue to work towards peace for everyone in the Balkans. But we need trustworthy partners. The Kurti Government was not btc ( twitter.com)

btc

Scott Bessent arguing that the Trump Admin wants a lower 10-year...not more Fed cuts. Simplistically, though, the 10-yr is short rates + future Fed expectations + term premium* We can see this in the consistent relationship between the 10yr and SOFR implied terminal rate. 时政 ( twitter.com)

时政

btc

I am proud of Britain and what we have given to the world - no nation has done more. Let's shout about it, and importantly teach children about our incredible contribution to human progress. I am unashamedly British and proud. No guilt, no apologies, no reparations. btc ( twitter.com)

btc

时政

We shipped 20 app updates in the last two weeks containing Grok 3, SuperGrok, Think & DeepSearch, and Voice Mode. We're looking to add more hardcore engineers to the team. Tag the most hardcore iOS and Android engineers you know and will hire them. btc ( twitter.com)

btc

🚨 JUST IN: Elon Musk says DOGE will achieve $1 TRILLION in savings “unless we’re stopped.” “Savings at this point exceed $4 billion PER DAY,” per We the people have your back, Elon. Keep pushing! DOGE is overwhelming popular among the American people (per btc ( twitter.com)

btc

In the private sector, people do not attempt to destroy someone’s livelihood for holding different political views. Only in government, and only from one side, do we see this kind of targeted economic punishment. This is not about “consequences.” It is an attempt to enforce btc ( twitter.com)

btc

Head of the Office of the President of Ukraine Andrii Yermak: "The main achievements, the results of today's meeting are the immediate resumption of American assistance and intelligence sharing. We also discussed all the issues related to the process of ending the war, ending 时政 ( twitter.com)

时政

Proud to share that all 139,935 complimentary adapters reserved by our U.S. customers have been shipped! Thank you to our team for making this happen and ensuring we fulfilled our commitment. And thank you to our customers for their support and feedback along the way! btc ( twitter.com)

btc

🚨BREAKING: Rep. James Comer and the FBI to bring CRIMINAL CHARGES against those behind ActBlue, The Largest Money Laundering Scheme in U.S. history: "We are going forward with our investigation. Their lawyers are leaving… This will be the end of the Democratic Party." btc ( twitter.com)

btc

REPORTER: The two astronauts that you just helped save from space, they didn't get any overtime pay... "If I have to, I'll pay it out of my own pocket... and I want to thank by the way because think if we don't have him." btc ( twitter.com)

btc

This video is so disturbing. I’ve always considered myself pro-Israel. But if that now means arresting, jailing, and deporting someone whose only “crime” we know of was writing a pro-Palestine op-ed, then count me out. I want nothing to do with that. 时政 ( twitter.com)

时政

Democrats poured 10 million dollars into the race for the Waltz seat. Early voting has started for FL-6. I will spend the next five days being obnoxiously annoying about this because we have to come out in full force and win this seat decisively. btc ( twitter.com)

btc

Trump & Musk have a strategy to destroy US democracy. Luckily, they're incompetent, but they have enough money and power to keep trying. So I'm launching my own strategic project to defend freedom, The Next Move, and we must fight to win. Link in bio. 时政 ( twitter.com)

时政

Elon Musk: If the bureaucracy is preventing the president from implementing what the people want, then we live in a bureaucracy, not a democracy. “The President will make these executive orders, which are very sensible and good for the country, but then they don't get btc ( twitter.com)

btc

时政

When Tesla owners tell you about how seamless the Tesla experience is, this is what we mean. The raw, unedited experience. And it just goes from the end of this video to your driveway. Open door, buckle seatbelt, press a button on a touch screen. btc ( twitter.com)

btc

btc

The brand-new “NATIONAL DEFENSE AREA” is now operational at the border. We’re going down to see our troops ON MISSION. We will fully SEAL the border & REPEL all illegals attempting to cross. Feels good to seal OUR OWN BORDER, not somebody else’s. btc ( twitter.com)

btc

Spoke to a Pennsylvania voter whose husband received a letter from the Luzerne County Board of Elections that he was changed to no party affiliated. (He never changed his party.) Sure enough, we checked & changed it back to Republican. Please check your Pennsylvania voter btc ( twitter.com)

btc

Lemme get this straight… -Biden secretly allowed Chevron to pay hundreds of millions of dollars to the Venezuelan Government -This week we learned the Venezuelan government likely facilitated the TdA gang migration to our country Did Biden fund Tren de Aragua gang members to btc ( twitter.com)

btc

During my meeting with President we discussed the path toward a full and unconditional ceasefire and the need to apply pressure on Russia to establish it. I outlined the consequences of Russian attacks on Kryvyi Rih, Sumy, and Kyiv. To protect the lives of 时政 ( twitter.com)

时政

本周将迎来美股财报周💰 微软，Meta，亚马逊，苹果都将在本周公布财报。 当然不管好坏，结果都是： We are so tired of winning. btc ( twitter.com)

btc

创建一个新帐户

登录

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
btc
( twitter.com )