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 184

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

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)

9个月前 • Rapid Response 47 • -- 点击 • 下载视频 0 评论

00:01:27

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)

10个月前 • Richard Grenell • -- 点击 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)

10个月前 • Warren Pies • -- 点击 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)

10个月前 • Nick Sortor • -- 点击 • 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)

10个月前 • Rupert Lowe MP • -- 点击 0 评论

The EU will announce the largest military aid package for Ukraine, probably next week: about EUR 700 billion. "We will launch a large package that has never been seen on this scale before," German Foreign Minister Annalena Baerbock said, comparing it to the response
时政
( twitter.com)

10个月前 • Anton Gerashchenko • -- 点击 0 评论

ELON: HISTORY WILL BIFURCATE ALONG TWO DIRECTIONS
“There are really 2 fundamental paths.
History is going to bifurcate along 2 directions.
One path is we stay on Earth forever.
And then, there will be some eventual extinction event.
I don't have an immediate doomsday
btc
( twitter.com)

10个月前 • Mario Nawfal • -- 点击 • 下载视频 0 评论

00:00:42

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)

9个月前 • Billy Binion • -- 点击 • 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)

9个月前 • Insurrection Barbie • -- 点击 0 评论

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)

8个月前 • Bureau of Democracy, Human Rights, & Labor (DRL) • -- 点击 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)

9个月前 • Garry Kasparov • -- 点击 • 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)

8个月前 • ELON CLIPS • -- 点击 • 下载视频 0 评论

00:01:11

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)

8个月前 • Volodymyr Zelenskyy / Володимир Зеленський • -- 点击 • 下载视频 0 评论

00:00:23

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)

8个月前 • Mike P • -- 点击 • 下载视频 0 评论

00:00:59

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)

8个月前 • Libs of TikTok • -- 点击 0 评论

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)

8个月前 • TechFlow 深潮｜APP 已上线 • -- 点击 0 评论

🇺🇸 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)

8个月前 • Mario Nawfal • -- 点击 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)

8个月前 • Pete Hegseth • -- 点击 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)

8个月前 • ThePersistence • -- 点击 0 评论

Elon Musk on DOGE's findings: “We found people receiving unemployment insurance with a birthdate in the future.”
“We've seen just crazy things. Like the 20 million dead people in the Social Security database marked as alive, many of whom were receiving benefits. One person was
btc
( twitter.com)

8个月前 • ELON CLIPS • -- 点击 • 下载视频 0 评论

00:00:49

Recently, at a T&T Supermarket in Ottawa, a customer claims that he was forcibly removed by on-site management for carrying a personal accessory featuring images of Chinese and American leaders. We seek clarification on whether the supermarket’s parent company has an explicit
时政
( twitter.com)

7个月前 • 杨若晖 Ruohui Yang • -- 点击 0 评论

We could regreen the Sahara by covering less than 0.5% of it in solar panels and desalinating water.
Grassland precipitation - 0.7 meters/year
Solar irradiance (GHI) - 6 kWh/m^2/day
PV efficiency - 23%
Desalination efficiency - 3 kWh/m^3
(2.1 kWh/m^2/year)
btc
( twitter.com)

7个月前 • Jesse Peltan • -- 点击 0 评论

I had a good meeting with in The Hague.
I congratulated President Trump on the successful operation in the Middle East. It is important that the U.S. actions have weakened not only their nuclear program but also their drone production capabilities. We will continue to
时政
( twitter.com)

6个月前 • Volodymyr Zelenskyy / Володимир Зеленський • -- 点击 0 评论

Bill Clinton: "We are determined to prevent Iran from acquiring nuclear weapons." (1995)
George W. Bush: "Iran must not be allowed to develop nuclear weapons. Period." (2006)
Barack Obama: "I have stated that Iran will never be allowed to obtain a nuclear weapon." (2015)
Joe
时政
( twitter.com)

6个月前 • Laura Loomer • -- 点击 0 评论

Vance: We're not at war with Iran. We're targeting [dismantling] its nuclear program
Vance:I empathize with Americans exhausted after 25 years of foreign entanglements in the Middle East.
The difference is that back then we had dumb presidents. It won’t be a prolonged war 0/
时政
( twitter.com)

6个月前 • Tymofiy Mylovanov • -- 点击 • 下载视频 0 评论

00:00:34

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

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

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

The EU will announce the largest military aid package for Ukraine, probably next week: about EUR 700 billion. "We will launch a large package that has never been seen on this scale before," German Foreign Minister Annalena Baerbock said, comparing it to the response 时政 ( twitter.com)

时政

ELON: HISTORY WILL BIFURCATE ALONG TWO DIRECTIONS “There are really 2 fundamental paths. History is going to bifurcate along 2 directions. One path is we stay on Earth forever. And then, there will be some eventual extinction event. I don't have an immediate doomsday 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

时政

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

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

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

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

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

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

btc

时政

We could regreen the Sahara by covering less than 0.5% of it in solar panels and desalinating water. Grassland precipitation - 0.7 meters/year Solar irradiance (GHI) - 6 kWh/m^2/day PV efficiency - 23% Desalination efficiency - 3 kWh/m^3 (2.1 kWh/m^2/year) btc ( twitter.com)

btc

I had a good meeting with in The Hague. I congratulated President Trump on the successful operation in the Middle East. It is important that the U.S. actions have weakened not only their nuclear program but also their drone production capabilities. We will continue to 时政 ( twitter.com)

时政

Bill Clinton: "We are determined to prevent Iran from acquiring nuclear weapons." (1995) George W. Bush: "Iran must not be allowed to develop nuclear weapons. Period." (2006) Barack Obama: "I have stated that Iran will never be allowed to obtain a nuclear weapon." (2015) Joe 时政 ( twitter.com)

时政

Vance: We're not at war with Iran. We're targeting [dismantling] its nuclear program Vance:I empathize with Americans exhausted after 25 years of foreign entanglements in the Middle East. The difference is that back then we had dumb presidents. It won’t be a prolonged war 0/ 时政 ( twitter.com)

时政

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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 )