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 9

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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The way Senator Padilla was treated today is outrageous and inexcusable. He was doing his job and trying to get information for his constituents. We need accountability for the personnel who forced him to the ground and handcuffed him and immediate answers from the Admin.
时政
( twitter.com)

6个月前 • Senator Gary Peters • -- 点击 • 下载视频 0 评论

00:00:31

On the sidelines of the World Governments Summit today, we announced a partnership to launch the Dubai Loop project that is set to revolutionise transportation. Under an MoU signed between RTA and The Boring Company, Dubai will explore the development of the 17-kilometre project.
btc
( twitter.com)

9个月前 • Hamdan bin Mohammed • -- 点击 0 评论

ANZAC Day is sacred to Australians and New Zealanders—a day of remembrance, reverence, and national pride.
Today, with deep respect, we pay tribute to 13 remarkable Australians and New Zealanders who made the ultimate sacrifice in the defence of Ukraine.
Jed Danahay, Michael
时政
( twitter.com)

8个月前 • Vasyl Myroshnychenko • -- 点击 0 评论

Huge thanks to everyone who joined our Beach Cleanup at Boca Chica Beach & Highway today! In partnership with Cameron County & we showed our dedication to keeping the beach enjoyable for all. Starbase is proud to be an integral member of Cameron County, TX.
btc
( twitter.com)

3个月前 • StarbaseTX • -- 点击 0 评论

Today I was in Berlin, accompanied by Steven van Weyenberg, for a summit on recovery and reconstruction in Ukraine. We are ramping up our support in order to bolster Ukraine’s economy and society, and to ensure it can continue to withstand Russia’s aggression.

The…
时政
( twitter.com)

1年前 • Mark Rutte • -- 点击 0 评论

. reacts to Trump rally comedian calling Puerto Rico "island of garbage": "Today, we are all in this together."
"On November 5, I want you to vote for your heritage and your traditions and your identity. I want you to vote with dignity and self-respect."
时政
( twitter.com)

1年前 • The View • -- 点击 • 下载视频 0 评论

00:02:23

Today, I questioned the Prime Minister on his plan if Donald Trump abandons our brave Ukrainian allies.
If the US won't support Ukraine in its fight against Putin's war machine, the UK and Europe must – and we should use frozen Russian assets to do it.
时政
( twitter.com)

1年前 • Ed Davey • -- 点击 • 下载视频 0 评论

00:01:07

🔥 America should be proud of Clarence Thomas and Sam Alito today.
Oral arguments just concluded and they DECIMATED the NAACP and Ketanji Jackson’s efforts to keep black-drawn Congressional districts alive under the VRA.
Mr. Thomas and Alito, we will always appreciate you 🇺🇸
时政
( twitter.com)

2个月前 • Eric Daugherty • -- 点击 0 评论

In my speech in Vilnius, I thanked Lithuania, President Nauseda, and all Lithuanians for standing with Ukraine.
Days before, Vilnius experienced an especially cold spell. But today it's warmer.
When we stand together, even the cold retreats. And I am certain, so will Russia.🧵
时政
( twitter.com)

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

Today, #Taiwan has once again shown the world our people’s commitment to democracy. & I are grateful for the trust placed in us. Looking forward, we remain committed to upholding peace in the Taiwan Strait and being a force of good in the international community.
时政
( twitter.com)

1年前 • 賴清德Lai Ching-te • -- 点击 0 评论

Today, we bestow state honors and the title of Hero of Ukraine on the warriors who, along with all those who have fought for our country and Ukrainian life, shape Ukraine's future.
Ukraine has already successfully halted Russia's advance. Ukraine has learned to defend itself…
时政
( twitter.com)

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

Our staff Tenzin Rabga Tashi was invited to speak at event today marking first anniversary of A4 Paper Revolution. We must be brave & weather the storm together in the face of #CCP’s transnational repression was his rallying call to a packed group of activists.…
时政
( twitter.com)

2年前 • Free Tibet • -- 点击 • 下载视频 0 评论

00:00:42

我今天玩得很开心！！感谢 Nana7mi 和 Hoshimi Senpai ^^
可惜网有一些问题但我希望下次能再和前辈们一起玩！！

We had some connection issues today but I had…
推特中文圈
( twitter.com)

3年前 • Maria Marionette ❤️‍🩹🐰 NIJISANJI EN • -- 点击 0 评论

Today, I welcomed a bipartisan delegation of the United States Congress. I am grateful for this visit following a very powerful and critically important decision for us. The people of Ukraine were counting on this decision. We are glad that the United States remains with Ukraine,
时政
( twitter.com)

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

00:10:06

💔💔💔
Today is dedicated to Amiram Cooper (Amiram ben Sarah), an 85-year-old poet and composer. He was taken hostage along with his wife Nurit from the Kibbutz he founded, Nir Oz. Nurit was released by Hamas.
Amiram, we are waiting for you. 💔
时政
( twitter.com)

1年前 • Matthew Feinberg 🍌 • -- 点击 0 评论

📢PSA📢: your tips make a real difference! Shout out to a follower who tipped us off on a wasteful building services contract. As a result, today, we terminated the contract for convenience and have recorded savings of ~$40mm! Keep ‘em coming, fam! 😤✂️💰
btc
( twitter.com)

10个月前 • DOGE GSA • -- 点击 0 评论

A group of DC-based journalists, the White House Correspondents' Association, has long dictated which journalists get to ask questions of the President of the United States.
Not anymore.
Today, I was proud to announce that we are giving the power back to the people.
Moving
btc
( twitter.com)

10个月前 • Karoline Leavitt • -- 点击 • 下载视频 0 评论

00:01:59

Today, a highly productive meeting took place in Kyiv between the diplomatic teams of Ukraine and the UK.
We discussed our joint steps that could bring us closer to peace and accelerate diplomatic efforts. I’m grateful for the support. Ukraine is determined to do everything to
时政
( twitter.com)

9个月前 • Volodymyr Zelenskyy / Володимир Зеленський • -- 点击 0 评论

Today, my attorneys responded to a letter addressed to me by Senator Richard Blumenthal. Our response is attached to this post.
America — and the rest of the world — needs solutions like USD1. We will not be intimidated by politicians with an axe to grind: we’re too busy
btc
( twitter.com)

7个月前 • Zach Witkoff • -- 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

The way Senator Padilla was treated today is outrageous and inexcusable. He was doing his job and trying to get information for his constituents. We need accountability for the personnel who forced him to the ground and handcuffed him and immediate answers from the Admin. 时政 ( twitter.com)

时政

On the sidelines of the World Governments Summit today, we announced a partnership to launch the Dubai Loop project that is set to revolutionise transportation. Under an MoU signed between RTA and The Boring Company, Dubai will explore the development of the 17-kilometre project. btc ( twitter.com)

btc

ANZAC Day is sacred to Australians and New Zealanders—a day of remembrance, reverence, and national pride. Today, with deep respect, we pay tribute to 13 remarkable Australians and New Zealanders who made the ultimate sacrifice in the defence of Ukraine. Jed Danahay, Michael 时政 ( twitter.com)

时政

Huge thanks to everyone who joined our Beach Cleanup at Boca Chica Beach & Highway today! In partnership with Cameron County & we showed our dedication to keeping the beach enjoyable for all. Starbase is proud to be an integral member of Cameron County, TX. btc ( twitter.com)

btc

Today I was in Berlin, accompanied by Steven van Weyenberg, for a summit on recovery and reconstruction in Ukraine. We are ramping up our support in order to bolster Ukraine’s economy and society, and to ensure it can continue to withstand Russia’s aggression. The… 时政 ( twitter.com)

时政

. reacts to Trump rally comedian calling Puerto Rico "island of garbage": "Today, we are all in this together." "On November 5, I want you to vote for your heritage and your traditions and your identity. I want you to vote with dignity and self-respect." 时政 ( twitter.com)

时政

Today, I questioned the Prime Minister on his plan if Donald Trump abandons our brave Ukrainian allies. If the US won't support Ukraine in its fight against Putin's war machine, the UK and Europe must – and we should use frozen Russian assets to do it. 时政 ( twitter.com)

时政

时政

时政

Today, #Taiwan has once again shown the world our people’s commitment to democracy. & I are grateful for the trust placed in us. Looking forward, we remain committed to upholding peace in the Taiwan Strait and being a force of good in the international community. 时政 ( twitter.com)

时政

时政

Our staff Tenzin Rabga Tashi was invited to speak at event today marking first anniversary of A4 Paper Revolution. We must be brave & weather the storm together in the face of #CCP’s transnational repression was his rallying call to a packed group of activists.… 时政 ( twitter.com)

时政

An employee restored and re-started one of the first Mercedes from 1886. 有趣 ( twitter.com)

有趣

Newly re-elected Minneapolis Mayor Jacob Frey gave his victory speech in Somalian btc ( twitter.com)

btc

This man re-animated ‘Sleeping Beauty’ just to propose to his girlfriend 💍 🥺 有趣 ( twitter.com)

有趣

A man re-animated 'Sleeping Beauty' to create an unforgettable wedding proposal ❤️💍 有趣 ( twitter.com)

有趣

A man re-animated 'Sleeping Beauty' to create an unforgettable wedding proposal ❤️💍 有趣 ( twitter.com)

有趣

A man re-animated 'Sleeping Beauty' to create an unforgettable wedding proposal ❤️💍 有趣 ( twitter.com)

有趣

我今天玩得很开心！！ 感谢 Nana7mi 和 Hoshimi Senpai ^^ 可惜网有一些问题但我希望下次能再和前辈们一起玩！！ We had some connection issues today but I had… 推特中文圈 ( twitter.com)

推特中文圈

时政

💔💔💔 Today is dedicated to Amiram Cooper (Amiram ben Sarah), an 85-year-old poet and composer. He was taken hostage along with his wife Nurit from the Kibbutz he founded, Nir Oz. Nurit was released by Hamas. Amiram, we are waiting for you. 💔 时政 ( twitter.com)

时政

📢PSA📢: your tips make a real difference! Shout out to a follower who tipped us off on a wasteful building services contract. As a result, today, we terminated the contract for convenience and have recorded savings of ~$40mm! Keep ‘em coming, fam! 😤✂️💰 btc ( twitter.com)

btc

A group of DC-based journalists, the White House Correspondents' Association, has long dictated which journalists get to ask questions of the President of the United States. Not anymore. Today, I was proud to announce that we are giving the power back to the people. Moving btc ( twitter.com)

btc

时政

Today, my attorneys responded to a letter addressed to me by Senator Richard Blumenthal. Our response is attached to this post. America — and the rest of the world — needs solutions like USD1. We will not be intimidated by politicians with an axe to grind: we’re too busy btc ( twitter.com)

btc

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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 )

The way Senator Padilla was treated today is outrageous and inexcusable. He was doing his job and trying to get information for his constituents. We need accountability for the personnel who forced him to the ground and handcuffed him and immediate answers from the Admin.
时政
( twitter.com)

On the sidelines of the World Governments Summit today, we announced a partnership to launch the Dubai Loop project that is set to revolutionise transportation. Under an MoU signed between RTA and The Boring Company, Dubai will explore the development of the 17-kilometre project.
btc
( twitter.com)

ANZAC Day is sacred to Australians and New Zealanders—a day of remembrance, reverence, and national pride.
Today, with deep respect, we pay tribute to 13 remarkable Australians and New Zealanders who made the ultimate sacrifice in the defence of Ukraine.
Jed Danahay, Michael
时政
( twitter.com)

Huge thanks to everyone who joined our Beach Cleanup at Boca Chica Beach & Highway today! In partnership with Cameron County & we showed our dedication to keeping the beach enjoyable for all. Starbase is proud to be an integral member of Cameron County, TX.
btc
( twitter.com)

Today I was in Berlin, accompanied by Steven van Weyenberg, for a summit on recovery and reconstruction in Ukraine. We are ramping up our support in order to bolster Ukraine’s economy and society, and to ensure it can continue to withstand Russia’s aggression.

The…
时政
( twitter.com)

. reacts to Trump rally comedian calling Puerto Rico "island of garbage": "Today, we are all in this together."
"On November 5, I want you to vote for your heritage and your traditions and your identity. I want you to vote with dignity and self-respect."
时政
( twitter.com)

Today, I questioned the Prime Minister on his plan if Donald Trump abandons our brave Ukrainian allies.
If the US won't support Ukraine in its fight against Putin's war machine, the UK and Europe must – and we should use frozen Russian assets to do it.
时政
( twitter.com)

Today, #Taiwan has once again shown the world our people’s commitment to democracy. & I are grateful for the trust placed in us. Looking forward, we remain committed to upholding peace in the Taiwan Strait and being a force of good in the international community.
时政
( twitter.com)

Our staff Tenzin Rabga Tashi was invited to speak at event today marking first anniversary of A4 Paper Revolution. We must be brave & weather the storm together in the face of #CCP’s transnational repression was his rallying call to a packed group of activists.…
时政
( twitter.com)

An employee restored and re-started one of the first Mercedes from 1886.
有趣
( twitter.com)

Newly re-elected Minneapolis Mayor Jacob Frey gave his victory speech in Somalian

btc
( twitter.com)

This man re-animated ‘Sleeping Beauty’ just to propose to his girlfriend 💍 🥺
有趣
( twitter.com)

A man re-animated 'Sleeping Beauty' to create an unforgettable wedding proposal ❤️💍
有趣
( twitter.com)

A man re-animated 'Sleeping Beauty' to create an unforgettable wedding proposal ❤️💍
有趣
( twitter.com)

A man re-animated 'Sleeping Beauty' to create an unforgettable wedding proposal ❤️💍
有趣
( twitter.com)

我今天玩得很开心！！感谢 Nana7mi 和 Hoshimi Senpai ^^
可惜网有一些问题但我希望下次能再和前辈们一起玩！！

We had some connection issues today but I had…
推特中文圈
( twitter.com)

💔💔💔
Today is dedicated to Amiram Cooper (Amiram ben Sarah), an 85-year-old poet and composer. He was taken hostage along with his wife Nurit from the Kibbutz he founded, Nir Oz. Nurit was released by Hamas.
Amiram, we are waiting for you. 💔
时政
( twitter.com)

📢PSA📢: your tips make a real difference! Shout out to a follower who tipped us off on a wasteful building services contract. As a result, today, we terminated the contract for convenience and have recorded savings of ~$40mm! Keep ‘em coming, fam! 😤✂️💰
btc
( twitter.com)

A group of DC-based journalists, the White House Correspondents' Association, has long dictated which journalists get to ask questions of the President of the United States.
Not anymore.
Today, I was proud to announce that we are giving the power back to the people.
Moving
btc
( twitter.com)

Today, my attorneys responded to a letter addressed to me by Senator Richard Blumenthal. Our response is attached to this post.
America — and the rest of the world — needs solutions like USD1. We will not be intimidated by politicians with an axe to grind: we’re too busy
btc
( twitter.com)