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 4

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

Let’s take a moment to recognize the bravery, sacrifice and unwavering dedication of all our veterans. Your courage has shaped our freedom, and we are forever grateful. Thank you for standing up and answering the call. Today, we salute you! #VeteransDay
时政
( twitter.com)

1年前 • Department of Defense 🇺🇸 • -- 点击 0 评论

Today, unveiled commemorative stamps honoring the 250th anniversaries of the #USNavy, and
"Our Navy & Nation 250 celebration is about more than looking back. It’s about telling the American people... who we are and why we serve. It’s about conveying that
时政
( twitter.com)

7个月前 • U.S. Navy • -- 点击 0 评论

Stephen Miller addresses SCOTUS decision: "This 6-3 ruling restores American democracy... We elect a president. We do not elect a Marxist judge in a far-left city to rule over us, and that is what the Supreme Court said today."

时政
( twitter.com)

6个月前 • Thomas Sowell Quotes • -- 点击 • 下载视频 0 评论

00:01:02

Today we #celebrate the 30th birthday of #Debian, one of the largest and most important cornerstones of the #opensourcecommunity. For this we would like to thank you very much and wish you the best for the next 30 years!

#HappyBirthday
时政
( twitter.com)

2年前 • TUXEDO • -- 点击 0 评论

Last week, we brought my dear friend Charlie Kirk home one last time.
Today, we return to Arizona to remember Charlie and honor his sacrifice. May he eternally rest in peace, and may God watch over Erika and their beautiful children.
btc
( twitter.com)

3个月前 • JD Vance • -- 点击 • 下载视频 0 评论

00:01:07

🇦🇷🇺🇸MILEI: WE'VE CUT 900+ REGULATIONS AND OFFERED TO HELP TRUMP AND ELON DO THE SAME
"Today we have already eliminated more than 900 regulations, due to more than three per day.
In this line, we have made ourselves available to Trump and my friend Elon to share what we have
btc
( twitter.com)

11个月前 • Mario Nawfal • -- 点击 • 下载视频 0 评论

00:00:18

I was honoured to open the Melbourne Holocaust Museum today and meet remarkable survivors with and
We must never forget the depths of the Holocaust’s cruelty.
时政
( twitter.com)

2年前 • Anthony Albanese • -- 点击 0 评论

Today I visited the Taj Mahal with Usha and the kids.

It's a beautiful historic site, and I'm grateful for the warm welcome we received there!
btc
( twitter.com)

8个月前 • Vice President JD Vance • -- 点击 0 评论

I firmly condemn the Russian strikes on Ukrainian grain storage and export infrastructure.

As Russia continues its ruthless war, we continue to support Ukraine.

Today we paid another €1.5 billion, to help keep the state running and repair infrastructure.

More will come.
时政
( twitter.com)

2年前 • Ursula von der Leyen • -- 点击 0 评论

Today we disbursed another €1.5 billion to Ukraine.

Just this year, we paid €13.5 billion to help Ukraine keep hospitals, schools and other services running.

This also helps Ukraine on its EU path by supporting transformative reforms.

Europe remains firmly by Ukraine's side.
时政
( twitter.com)

2年前 • Ursula von der Leyen • -- 点击 0 评论

We stand by your side . Today, you are celebrating the independence and freedom of your nation. These are precisely the principles your whole country is defending in your brave fight against Russia’s brutal aggression. We admire your courage and your strength.#Ukraine
时政
( twitter.com)

2年前 • Bundeskanzler Olaf Scholz • -- 点击 0 评论

New Research note from me today. We still believe 90% chance by Jan 10 for spot #Bitcoin ETF approvals. But if it comes earlier we are entering a window where a wave of approval orders for all the current applicants COULD occur
时政
( twitter.com)

2年前 • James Seyffart • -- 点击 0 评论

"From punishing his political opponents to locking up immigrants in camps to deploying the military – all while echoing the hateful rhetoric of Hitler – we know what we can expect if [Trump] retakes the White House."
My monologue today on Trump& "vermin":

时政
( twitter.com)

2年前 • Mehdi Hasan • -- 点击 • 下载视频 0 评论

00:04:33

. donated $1 million to researchers, archaeologists and students to continue studying ancient Rome.
Today, he even took the time to do a videocall during the presentation of the project.
“We will extend consciousness to another planet. We are close. This is the first
btc
( twitter.com)

2个月前 • Ada Lluch • -- 点击 • 下载视频 0 评论

00:01:02

🇺🇸 DOGE VOLUNTEER: ILLEGALS VOTING AND DRAINING BENEFITS—SHOCKING DATA
DOGE volunteer,
"You know, one point three million of them are on Medicaid right now, today.
We looked at the voter rolls, and we found that thousands of them registered to vote in a
btc
( twitter.com)

8个月前 • Mario Nawfal • -- 点击 • 下载视频 0 评论

00:03:41

We believe healthcare is a right for every American.
But starting today, millions will get notice that they are being priced out of their insurance due to Republican policies.
Enough is enough. GOP may shut down the government, but we stand up for you.

时政
( twitter.com)

2个月前 • Alexandria Ocasio-Cortez • -- 点击 • 下载视频 0 评论

00:02:53

Today, we already discussed with our negotiating team the results of yesterday’s work in London, which was conducted at the level of the National Security Advisors of our European partners. This was agreed upon yesterday at the leadersʼ level.
We are working very actively on
时政
( twitter.com)

16天前 • Volodymyr Zelenskyy / Володимир Зеленський • -- 点击 0 评论

My cartoon on Wangyi‘s visit in China today.
with and
Australia will be Australia no more if we sell our principle to China for Wine and lobster exporting！
时政
( twitter.com)

1年前 • 巴丢草 Bad ї ucao • -- 点击 0 评论

35 years ago, peaceful protests in and around Tiananmen Square ended in tragedy. Some people are trying to erase those events from history and memory. Today we remember.
时政
( twitter.com)

1年前 • UK in China 🇬🇧 • -- 点击 • 下载视频 0 评论

00:00:19

xAI spent the day cleaning debris and trash at Westwood High School and John P. Freeman today. We employ local businesses to help us do the work 🦾.
btc
( twitter.com)

5个月前 • xAI Memphis • -- 点击 0 评论

76 years ago today, the approved the creation of a Jewish and Arab state.
We accepted, they didn’t.
More than seven decades later and they still don’t.
#Nov29
时政
( twitter.com)

2年前 • Israel ישראל 🇮🇱 • -- 点击 • 下载视频 0 评论

00:00:44

I met with People’s Republic of China President Xi Jinping today in Beijing. We had a substantive conversation on regional and global issues and people-to-people ties between our nations. The U.S. will continue to defend our interests and values, even as we seek to deepen…
时政
( twitter.com)

1年前 • Secretary Antony Blinken • -- 点击 0 评论

As planned, today we are heading home after completing all the necessary talks. Every discussion went exactly as needed. The Victory Plan has been presented to America, and we explained each point in detail. Now, our teams will work to implement every step and decision. Strong
时政
( twitter.com)

1年前 • Volodymyr Zelenskyy / Володимир Зеленський • -- 点击 • 下载视频 0 评论

00:03:32

Today, on the 1,000 day of the war, I addressed the Ukrainian Parliament and emphasized, that we do not trade our sovereignty, security, or future. Ukraine will not abandon its rights to its territory, nor will we allow our nation to be exploited in anyone’s political battles.
时政
( twitter.com)

1年前 • Volodymyr Zelenskyy / Володимир Зеленський • -- 点击 0 评论

Today, President Xi and I took tangible steps in the right direction, and the case I've made all along stands:
The United States will compete vigorously, and responsibly, with the People's Republic of China.
We will protect our national security interests.
We will stand up for…
时政
( twitter.com)

2年前 • President Biden • -- 点击 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

Let’s take a moment to recognize the bravery, sacrifice and unwavering dedication of all our veterans. Your courage has shaped our freedom, and we are forever grateful. Thank you for standing up and answering the call. Today, we salute you! #VeteransDay 时政 ( twitter.com)

时政

Today, unveiled commemorative stamps honoring the 250th anniversaries of the #USNavy, and "Our Navy & Nation 250 celebration is about more than looking back. It’s about telling the American people... who we are and why we serve. It’s about conveying that 时政 ( twitter.com)

时政

Stephen Miller addresses SCOTUS decision: "This 6-3 ruling restores American democracy... We elect a president. We do not elect a Marxist judge in a far-left city to rule over us, and that is what the Supreme Court said today." 时政 ( twitter.com)

时政

Today we #celebrate the 30th birthday of #Debian, one of the largest and most important cornerstones of the #opensourcecommunity. For this we would like to thank you very much and wish you the best for the next 30 years! #HappyBirthday 时政 ( twitter.com)

时政

Last week, we brought my dear friend Charlie Kirk home one last time. Today, we return to Arizona to remember Charlie and honor his sacrifice. May he eternally rest in peace, and may God watch over Erika and their beautiful children. btc ( twitter.com)

btc

btc

I was honoured to open the Melbourne Holocaust Museum today and meet remarkable survivors with and We must never forget the depths of the Holocaust’s cruelty. 时政 ( twitter.com)

时政

Today I visited the Taj Mahal with Usha and the kids. It's a beautiful historic site, and I'm grateful for the warm welcome we received there! btc ( twitter.com)

btc

I firmly condemn the Russian strikes on Ukrainian grain storage and export infrastructure. As Russia continues its ruthless war, we continue to support Ukraine. Today we paid another €1.5 billion, to help keep the state running and repair infrastructure. More will come. 时政 ( twitter.com)

时政

时政

We stand by your side . Today, you are celebrating the independence and freedom of your nation. These are precisely the principles your whole country is defending in your brave fight against Russia’s brutal aggression. We admire your courage and your strength.#Ukraine 时政 ( twitter.com)

时政

New Research note from me today. We still believe 90% chance by Jan 10 for spot #Bitcoin ETF approvals. But if it comes earlier we are entering a window where a wave of approval orders for all the current applicants *COULD* occur 时政 ( twitter.com)

时政

"From punishing his political opponents to locking up immigrants in camps to deploying the military – all while echoing the hateful rhetoric of Hitler – we know what we can expect if [Trump] retakes the White House." My monologue today on Trump& "vermin": 时政 ( twitter.com)

时政

. donated $1 million to researchers, archaeologists and students to continue studying ancient Rome. Today, he even took the time to do a videocall during the presentation of the project. “We will extend consciousness to another planet. We are close. This is the first btc ( twitter.com)

btc

🇺🇸 DOGE VOLUNTEER: ILLEGALS VOTING AND DRAINING BENEFITS—SHOCKING DATA DOGE volunteer, "You know, one point three million of them are on Medicaid right now, today. We looked at the voter rolls, and we found that thousands of them registered to vote in a btc ( twitter.com)

btc

We believe healthcare is a right for every American. But starting today, millions will get notice that they are being priced out of their insurance due to Republican policies. Enough is enough. GOP may shut down the government, but we stand up for you. 时政 ( twitter.com)

时政

时政

My cartoon on Wangyi‘s visit in China today. with and Australia will be Australia no more if we sell our principle to China for Wine and lobster exporting！ 时政 ( twitter.com)

时政

35 years ago, peaceful protests in and around Tiananmen Square ended in tragedy. Some people are trying to erase those events from history and memory. Today we remember. 时政 ( twitter.com)

时政

xAI spent the day cleaning debris and trash at Westwood High School and John P. Freeman today. We employ local businesses to help us do the work 🦾. btc ( twitter.com)

btc

76 years ago today, the approved the creation of a Jewish and Arab state. We accepted, they didn’t. More than seven decades later and they still don’t. #Nov29 时政 ( twitter.com)

时政

I met with People’s Republic of China President Xi Jinping today in Beijing. We had a substantive conversation on regional and global issues and people-to-people ties between our nations. The U.S. will continue to defend our interests and values, even as we seek to deepen… 时政 ( twitter.com)

时政

As planned, today we are heading home after completing all the necessary talks. Every discussion went exactly as needed. The Victory Plan has been presented to America, and we explained each point in detail. Now, our teams will work to implement every step and decision. Strong 时政 ( twitter.com)

时政

时政

时政

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 )