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 89

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

I spoke with President of Poland We deeply appreciate the support of the Polish people and will never forget how much Poland has done for our shared future.
We discussed current events and upcoming engagements. Our common goal remains clear—to protect Ukraine and
时政
( twitter.com)

10个月前 • Volodymyr Zelenskyy / Володимир Зеленський • -- 点击 0 评论

The U.S. government takes eight, ten, or even fifteen years to upgrade its systems, and that’s the enemy of progress.

We will collaborate with the best and brightest to bring our transportation systems and technology to the 21st century – and we will do it quickly!
btc
( twitter.com)

10个月前 • Secretary Sean Duffy • -- 点击 • 下载视频 0 评论

00:00:57

There is an aggressor: Russia.
There is a victim: Ukraine.
We were right to help Ukraine and sanction Russia three years ago—and to keep doing so.
By “we,” I mean the Americans, the Europeans, the Canadians, the Japanese, and many others.
Thank you to
时政
( twitter.com)

10个月前 • Emmanuel Macron • -- 点击 0 评论

The summit in London was dedicated to Ukraine and our shared European future.
We feel strong support for Ukraine, for our people – both soldiers and civilians, and our independence. Together, we are working in Europe to establish a solid foundation for cooperation with the
时政
( twitter.com)

10个月前 • Volodymyr Zelenskyy / Володимир Зеленський • -- 点击 0 评论

Brussels seeks to bend us to its will - confiscating our rights and imposing its globalist agenda. We refuse to back down. Instead, we will reclaim what is ours and transform the EU from within. History will turn, scores will be settled, Hungary stands firm!
btc
( twitter.com)

9个月前 • Orbán Viktor • -- 点击 • 下载视频 0 评论

00:01:15

U.S. Senator Ron Johnson on the importance of turnout for Wisconsin Supreme Court Candidate Brad Schimel: Last election “we only got 800,000 votes… vs. 1.7 Million for Trump. There’s no reason we can’t turn out closer to 1.7 if enough Wisconsinites understand what’s at stake.”
btc
( twitter.com)

9个月前 • America • -- 点击 • 下载视频 0 评论

00:02:08

The Trump plan for the great American comeback is simple: We want companies to invest right here in America—in our own workers and factories.
That means cutting taxes, slashing regulations, and unleashing energy so we can become the industrial powerhouse of the next century.
btc
( twitter.com)

9个月前 • JD Vance • -- 点击 • 下载视频 0 评论

00:00:31

Good meeting. We discussed a lot one on one. Hoping for results on everything we covered. Protecting lives of our people. Full and unconditional ceasefire. Reliable and lasting peace that will prevent another war from breaking out. Very symbolic meeting that has potential to
时政
( twitter.com)

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

The leftist media doesn't want to talk about this. We now have indisputable proof that Biden purposely left the border wide open which should be a gigantic scandal. My father was right all along, all we needed to close the border was a new President!
btc
( twitter.com)

8个月前 • Donald Trump Jr. • -- 点击 • 下载视频 0 评论

00:00:25

What the hell is going on in this world? Europe is at “Well, it was only a short rape” so we won’t get rid of a total piece of shit in our country. WTF? Wake up people, we are virtue signaling ourselves into extinction!
btc
( twitter.com)

2个月前 • Donald Trump Jr. • -- 点击 0 评论

Can I kindly remind everyone that immediately after Charlie Kirk was shot, the leftist mob of students started yelling: "We got Charlie in the neck".
Take a moment for further analysis please.
Not "they got Charlie in the Neck."
WE.
Let that sink in.
btc
( twitter.com)

2个月前 • Metatron • -- 点击 0 评论

🇺🇦🇯🇵 We are grateful to Japan for securing additional support for Ukraine. Nearly $6 billion in aid for the coming year will strengthen Ukraine’s defense amid Russia’s continuous aggression.
💬 “We greatly appreciate that Japan takes such a leadership position, not only in the
时政
( twitter.com)

6天前 • MFA of Ukraine 🇺🇦 • -- 点击 0 评论

London today. The invasion continues at full speed. Did you notice? After the elections, Muslims started to take to the streets and show their strength.
时政
( twitter.com)

1年前 • Europe Invasion • -- 点击 • 下载视频 0 评论

00:00:55

WATCH: This incredible video shows Georgian riot police retreating as Georgian pro-EU (and anti-Russia) protesters advance in front of the Parliament today. 🇬🇪

时政
( twitter.com)

1年前 • Jon Cooper • -- 点击 • 下载视频 0 评论

00:00:26

🚨BREAKING
Yesterday: 3 people stabbed to death in Solingen
Today: Islamist groups hold provocative demonstration in front of Nuremberg Cathedral
Where is Germany heading?

时政
( twitter.com)

1年前 • Europe Invasion • -- 点击 • 下载视频 0 评论

00:00:11

Video of the inside of Cortex today, the giant new AI training supercluster being built at Tesla HQ in Austin to solve real-world AI
时政
( twitter.com)

1年前 • Elon Musk • -- 点击 • 下载视频 0 评论

00:00:20

The Most Amazing Before/After Photos You'll See Today! 🧵
1. Tower Bridge, London: 1889 (under construction) vs 2022. From skeletal steel to iconic landmark.
时政
( twitter.com)

5个月前 • Raghu • -- 点击 0 评论

A photos of Mohamed Bzeek when he started fostering terminally children and what he looks like today. To date he has fostered over 80 children.
有趣
( twitter.com)

6个月前 • non aesthetic things • -- 点击 0 评论

感謝 you, Times, for making today truly unforgettable with your courageous and inspiring legal presentation in my case against rapist Wei Jingsheng. As Dr.
时政
( twitter.com)

6个月前 • Huaizhao 懷昭 • -- 点击 0 评论

It puts a smile on my face to see ETH shorts get smoked today. Stop betting against BTC and ETH - you will be run over.
btc
( twitter.com)

4个月前 • Eric Trump • -- 点击 0 评论

If you're excited about joining the incredible team behind shipping this model, please reach out directly or apply today to be part of something amazing.
btc
( twitter.com)

5个月前 • Aman Madaan • -- 点击 0 评论

Today I found out that audio pre-orders for #TheHallmarkedMan have been the highest in Hachette’s history. Thank you, Strike and Robin fans ❤️ 😭
btc
( twitter.com)

3个月前 • J.K. Rowling • -- 点击 0 评论

Moving ⤴️. First of many to come! Also announced an additional 14 exahash today, cemementing ABTC in the top bracket of Bitcoin miners in America.
btc
( twitter.com)

3个月前 • Eric Trump • -- 点击 0 评论

Own the legend! Grab your Shenlong tokens today and unleash the power of the dragon. Don't wait, act now! 🐉✨

拥有传奇！…
推特中文圈
( twitter.com)

2年前 • SHENLONG • -- 点击 0 评论

Everyone holds to $10 M today!
所有人拿住今天先破1000万刀!
🚀🚀🚀🚀🚀

#Simpson #HomerSimpson …
币圈
( twitter.com)

2年前 • Homer Simpson • -- 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

I spoke with President of Poland We deeply appreciate the support of the Polish people and will never forget how much Poland has done for our shared future. We discussed current events and upcoming engagements. Our common goal remains clear—to protect Ukraine and 时政 ( twitter.com)

时政

The U.S. government takes eight, ten, or even fifteen years to upgrade its systems, and that’s the enemy of progress. We will collaborate with the best and brightest to bring our transportation systems and technology to the 21st century – and we will do it quickly! btc ( twitter.com)

btc

There is an aggressor: Russia. There is a victim: Ukraine. We were right to help Ukraine and sanction Russia three years ago—and to keep doing so. By “we,” I mean the Americans, the Europeans, the Canadians, the Japanese, and many others. Thank you to 时政 ( twitter.com)

时政

The summit in London was dedicated to Ukraine and our shared European future. We feel strong support for Ukraine, for our people – both soldiers and civilians, and our independence. Together, we are working in Europe to establish a solid foundation for cooperation with the 时政 ( twitter.com)

时政

Brussels seeks to bend us to its will - confiscating our rights and imposing its globalist agenda. We refuse to back down. Instead, we will reclaim what is ours and transform the EU from within. History will turn, scores will be settled, Hungary stands firm! btc ( twitter.com)

btc

btc

The Trump plan for the great American comeback is simple: We want companies to invest right here in America—in our own workers and factories. That means cutting taxes, slashing regulations, and unleashing energy so we can become the industrial powerhouse of the next century. btc ( twitter.com)

btc

Good meeting. We discussed a lot one on one. Hoping for results on everything we covered. Protecting lives of our people. Full and unconditional ceasefire. Reliable and lasting peace that will prevent another war from breaking out. Very symbolic meeting that has potential to 时政 ( twitter.com)

时政

The leftist media doesn't want to talk about this. We now have indisputable proof that Biden purposely left the border wide open which should be a gigantic scandal. My father was right all along, all we needed to close the border was a new President! btc ( twitter.com)

btc

What the hell is going on in this world? Europe is at “Well, it was only a short rape” so we won’t get rid of a total piece of shit in our country. WTF? Wake up people, we are virtue signaling ourselves into extinction! btc ( twitter.com)

btc

Can I kindly remind everyone that immediately after Charlie Kirk was shot, the leftist mob of students started yelling: "We got Charlie in the neck". Take a moment for further analysis please. Not "they got Charlie in the Neck." WE. Let that sink in. btc ( twitter.com)

btc

时政

London today. The invasion continues at full speed. Did you notice? After the elections, Muslims started to take to the streets and show their strength. 时政 ( twitter.com)

时政

WATCH: This incredible video shows Georgian riot police retreating as Georgian pro-EU (and anti-Russia) protesters advance in front of the Parliament today. 🇬🇪 时政 ( twitter.com)

时政

🚨BREAKING Yesterday: 3 people stabbed to death in Solingen Today: Islamist groups hold provocative demonstration in front of Nuremberg Cathedral Where is Germany heading? 时政 ( twitter.com)

时政

Video of the inside of Cortex today, the giant new AI training supercluster being built at Tesla HQ in Austin to solve real-world AI 时政 ( twitter.com)

时政

The Most Amazing Before/After Photos You'll See Today! 🧵 1. Tower Bridge, London: 1889 (under construction) vs 2022. From skeletal steel to iconic landmark. 时政 ( twitter.com)

时政

A photos of Mohamed Bzeek when he started fostering terminally children and what he looks like today. To date he has fostered over 80 children. 有趣 ( twitter.com)

有趣

感謝 you, Times, for making today truly unforgettable with your courageous and inspiring legal presentation in my case against rapist Wei Jingsheng. As Dr. 时政 ( twitter.com)

时政

It puts a smile on my face to see ETH shorts get smoked today. Stop betting against BTC and ETH - you will be run over. btc ( twitter.com)

btc

If you're excited about joining the incredible team behind shipping this model, please reach out directly or apply today to be part of something amazing. btc ( twitter.com)

btc

Today I found out that audio pre-orders for #TheHallmarkedMan have been the highest in Hachette’s history. Thank you, Strike and Robin fans ❤️ 😭 btc ( twitter.com)

btc

Moving ⤴️. First of many to come! Also announced an additional 14 exahash today, cemementing ABTC in the top bracket of Bitcoin miners in America. btc ( twitter.com)

btc

Own the legend! Grab your Shenlong tokens today and unleash the power of the dragon. Don't wait, act now! 🐉✨ 拥有传奇！… 推特中文圈 ( twitter.com)

推特中文圈

Everyone holds to $10 M today! 所有人拿住今天先破1000万刀! 🚀🚀🚀🚀🚀 #Simpson #HomerSimpson … 币圈 ( twitter.com)

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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 )