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 195

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

The USS 🇺🇸 Abraham Lincoln aircraft carrier can stay at sea for over 20 years without refueling, is 1,092 feet long, holds 70 jets, and launches them at 150 mph in just 2 seconds.
This war machine is heading straight for Iran as we speak.
时政
( twitter.com)

6天前 • Vivid.🇮🇱 • 下载视频 0 评论

00:01:00

A major milestone for USD1. We are now larger than PayPal’s digital dollar (PYUSD) and growing into one of the most significant digital dollar platforms in the world.
This isn’t just about crypto. It’s about building the future of global money.
The shift is happening.
btc
( twitter.com)

6天前 • Eric Trump 0 评论

A major milestone for USD1. We are now larger than PayPal’s digital dollar (PYUSD) and growing into one of the most significant digital dollar platforms in the world.
This isn’t just about crypto. It’s about building the future of global money.
The shift is happening.
btc
( twitter.com)

6天前 • Eric Trump 0 评论

We translated a Chinese post circulating among overseas Chinese circles.
In short, it claims that an internal power struggle led to a failed arrest operation and a violent incident—according to unnamed sources.
I’m not asserting this is true.
It may be incomplete, exaggerated,
时政
( twitter.com)

昨天 • The Great Translation Movement 大翻译运动 • 下载视频 0 评论

00:00:30

本次大选，观众可以明显感觉到民主党策略的变化。在上两次大选中，民主党大致是像奥巴马夫人说有那样：“When they go low, we go high”——结合具体语境，翻译成劳动人民能理解的语言，就是“川普玩下三路，我们玩上三路”。今年选举，民主党采纳沃滋的口号：“When they go low, we go with the
时政
( twitter.com)

1年前 • 徒步的騎手 0 评论

在创办WeGrow小学、WeLive长租公寓以及Rise By We健身中心之后，WeWork最近注册了一个名为“Play By We”的游戏商标，可提供在线竞技、专业视频游戏等娱乐服务，以及举办竞赛、游戏、锦标赛和展览。该申请还显示，WeWork可以为视频游戏活动、会议和贸易展览等提供设施以及办公空间。
大陆资讯
( www.chinaventure.com.cn)

6年前 • 喊爸爸 0 评论

今天对阿富汗的所谓报复行动造成了9人死亡，其中包括4个2-4岁完全无辜的小孩，为美帝的罪行又增加了一条。US killed 4 innocent kids during the attack today in Kabul. W…
时政
( twitter.com)

4年前 • twitter机器人 0 评论

GM. Will you have my J8 today?
该怎么用英文介绍，Mint个鸡吧，这个名字的内涵呢？
英文不好的我，也是很惆怅。
没错，我们是来自中国的小鸡。
来吧，谁会翻译空投两只小鸡。
#freemint…
币圈
( twitter.com)

3年前 • twitter机器人 0 评论

Russia has launched over 330 missiles of various types and approximately 600 combat drones at Ukrainian cities since the beginning of the year.
To withstand such terrorist pressure, a sufficiently strong air shield is required. And this is the type of air shield we are building…
时政
( twitter.com)

2年前 • Volodymyr Zelenskyy / Володимир Зеленський • 下载视频 0 评论

00:01:43

Our campaign has been flooded with notes and emails from folks across the country who want to make America normal again. They know that we can do better than two 80-year-old names from the past. I’m fighting everyday to make you proud – let’s go!
时政
( www.foxnews.com)

2年前 • Nikki Haley 0 评论

Liz Cheney: “Every Republican donor who’s giving him money needs to be held accountable for the fact that they’re giving money to someone who has said publicly he thinks we can terminate the Constitution.
He did attempt to overturn an election. He’s been found liable for sexual…
时政
( twitter.com)

2年前 • Republicans against Trump 0 评论

I am starting two important days. Meetings with partners in Germany and France, new agreements, and the Munich Security Conference. A new security architecture for Ukraine, as well as new opportunities. We are making every effort to end the war as soon as possible on fair…
时政
( twitter.com)

1年前 • Volodymyr Zelenskyy / Володимир Зеленський 0 评论

“Putin is a traitor to Russia
Hundreds of thousands of our soldiers are dead. He’s killing Ukrainian children too.
We need to rise up against him. There’s 140 mln of us. I’m not afraid. I’m too old for that.”
82-y-o Russian woman after Navalny’s murder
时政
( twitter.com)

1年前 • Visegrád 24 • 下载视频 0 评论

00:01:35

Putin cannot be allowed to quietly slaughter everyone who believes in a better #Russia. All democratic governments must fight for the release of Vladimir Putin is afraid of him, poisoned him twice, but did not break him. Vladimir must know that we all are with him.
时政
( twitter.com)

1年前 • Linas Linkevicius 0 评论

President Reagan's instructions on correctly reading the 8/17 (1982) Communique with China:
As you know, I have agreed to the issuance of a joint communique with the People’s Republic of China in which we express United States policy toward the matter of continuing arms sales to…
时政
( twitter.com)

1年前 • MilesYu 余茂春 0 评论

Lycurgus - The egendary Man Credited With the Constitution of Sparta :
Athens had its Solon, the law-giver, and Sparta, its Lycurgus, at least that's what we like to believe. Like the origins of the reforms of Lycurgus, the man himself is wrapped in legend.
Lycurgus of Sparta…
时政
( twitter.com)

1年前 • Archaeo - Histories 0 评论

This night, 34 Russian missiles targeted Ukraine. We managed to intercept a portion of them. However, the world has all of the resources to assist us in intercepting every missile and drone fired by Russian terrorists. This is completely doable. All that is required is for the…
时政
( twitter.com)

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

00:01:29

I wonder when these folks will stop mixing truths and lies to hide their deep hatred.
No one would call us terrorists when we stopped glorifying terrorists like Hamas. No one would call us terrorists when those who are supposed to represent us (like Hamas) stop killing…
时政
( twitter.com)

1年前 • Hamza🇵🇸 0 评论

Q: Russia's army is 15% larger and they have reinforced the 20% of Ukrainian territory that they hold. Is the Republican Party responsible for those setbacks?
Mitch McConnell: Yeah, we took too long. All the Democrats were for Ukraine. The issue was on the Republican side
时政
( twitter.com)

1年前 • DNC War Room • 下载视频 0 评论

00:00:47

Here’s another one from an another friend’s son Protestors take over access to area near school library demanding wrist bands and approval to each student passing.
“So you won’t let me in because I’m Jewish?”
“Ummm no… we have a couple Jewish students here … are you…
时政
( twitter.com)

1年前 • Stephanie🕊 • 下载视频 0 评论

00:01:38

On this grim second anniversary of Putin’s invasion I am honoured to be here in Ukraine. With their indomitable courage I have no doubt that the Ukrainians will win and expel Putin’s forces - provided we give them the military, political and economic help that they need.
时政
( twitter.com)

1年前 • Boris Johnson 0 评论

We are preparing to continue our very intensive international work in the following weeks. There will be new agreements to strengthen our warriors, our cities' protection, and our state's position.
I thank everyone in the world who helps us. I am grateful to everyone who defends…
时政
( twitter.com)

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

00:03:38

BREAKING: President Biden hits Donald Trump where it hurts by tearing into him for his insane Christian fascist beliefs on abortion — a lynchpin issue that might just win the election for Democrats.
This EXACTLY the kind of fiery attack we need...
"In his own words Donald Trump…
时政
( twitter.com)

1年前 • Occupy Democrats 0 评论

Royal insignia and symbols in ancient Egypt -
We always see statues of kings and others carrying different scepters that have a certain sanctity and symbolize honor, prestige, pride and strength. Let's get to know them
"Nakhkh"
The "Nakhkh" scepter was one of the symbols of the…
时政
( twitter.com)

1年前 • ArchaeoHistories 0 评论

Dear all,

On behalf of we are delighted to invite you to attend the upcoming 8th Annual 709 Human Rights Lawyers Day (2024) and a screening of the documentary “She’s in Jail”, taking place in Central London.
As a respected member of the legal and human rights
时政
( twitter.com)

1年前 • Patrick Poon 潘嘉偉 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 USS 🇺🇸 Abraham Lincoln aircraft carrier can stay at sea for over 20 years without refueling, is 1,092 feet long, holds 70 jets, and launches them at 150 mph in just 2 seconds. This war machine is heading straight for Iran as we speak. 时政 ( twitter.com)

时政

A major milestone for USD1. We are now larger than PayPal’s digital dollar (PYUSD) and growing into one of the most significant digital dollar platforms in the world. This isn’t just about crypto. It’s about building the future of global money. The shift is happening. btc ( twitter.com)

btc

A major milestone for USD1. We are now larger than PayPal’s digital dollar (PYUSD) and growing into one of the most significant digital dollar platforms in the world. This isn’t just about crypto. It’s about building the future of global money. The shift is happening. btc ( twitter.com)

btc

时政

时政

大陆资讯

今天对阿富汗的所谓报复行动造成了9人死亡，其中包括4个2-4岁完全无辜的小孩，为美帝的罪行又增加了一条。US killed 4 innocent kids during the attack today in Kabul. W… 时政 ( twitter.com)

时政

GM. Will you have my J8 today? 该怎么用英文介绍，Mint个鸡吧，这个名字的内涵呢？ 英文不好的我，也是很惆怅。 没错，我们是来自中国的小鸡。 来吧，谁会翻译空投两只小鸡。 #freemint… 币圈 ( twitter.com)

币圈

时政

Our campaign has been flooded with notes and emails from folks across the country who want to make America normal again. They know that we can do better than two 80-year-old names from the past. I’m fighting everyday to make you proud – let’s go! 时政 ( www.foxnews.com)

时政

时政

I am starting two important days. Meetings with partners in Germany and France, new agreements, and the Munich Security Conference. A new security architecture for Ukraine, as well as new opportunities. We are making every effort to end the war as soon as possible on fair… 时政 ( twitter.com)

时政

“Putin is a traitor to Russia Hundreds of thousands of our soldiers are dead. He’s killing Ukrainian children too. We need to rise up against him. There’s 140 mln of us. I’m not afraid. I’m too old for that.” 82-y-o Russian woman after Navalny’s murder 时政 ( twitter.com)

时政

Putin cannot be allowed to quietly slaughter everyone who believes in a better #Russia. All democratic governments must fight for the release of Vladimir Putin is afraid of him, poisoned him twice, but did not break him. Vladimir must know that we all are with him. 时政 ( twitter.com)

时政

时政

时政

时政

I wonder when these folks will stop mixing truths and lies to hide their deep hatred. No one would call us terrorists when we stopped glorifying terrorists like Hamas. No one would call us terrorists when those who are supposed to represent us (like Hamas) stop killing… 时政 ( twitter.com)

时政

Q: Russia's army is 15% larger and they have reinforced the 20% of Ukrainian territory that they hold. Is the Republican Party responsible for those setbacks? Mitch McConnell: Yeah, we took too long. All the Democrats were for Ukraine. The issue was on the Republican side 时政 ( twitter.com)

时政

时政

On this grim second anniversary of Putin’s invasion I am honoured to be here in Ukraine. With their indomitable courage I have no doubt that the Ukrainians will win and expel Putin’s forces - provided we give them the military, political and economic help that they need. 时政 ( twitter.com)

时政

时政

时政

时政

Dear all, On behalf of we are delighted to invite you to attend the upcoming 8th Annual 709 Human Rights Lawyers Day (2024) and a screening of the documentary “She’s in Jail”, taking place in Central London. As a respected member of the legal and human rights 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 )

The USS 🇺🇸 Abraham Lincoln aircraft carrier can stay at sea for over 20 years without refueling, is 1,092 feet long, holds 70 jets, and launches them at 150 mph in just 2 seconds.
This war machine is heading straight for Iran as we speak.
时政
( twitter.com)

A major milestone for USD1. We are now larger than PayPal’s digital dollar (PYUSD) and growing into one of the most significant digital dollar platforms in the world.
This isn’t just about crypto. It’s about building the future of global money.
The shift is happening.
btc
( twitter.com)

A major milestone for USD1. We are now larger than PayPal’s digital dollar (PYUSD) and growing into one of the most significant digital dollar platforms in the world.
This isn’t just about crypto. It’s about building the future of global money.
The shift is happening.
btc
( twitter.com)

今天对阿富汗的所谓报复行动造成了9人死亡，其中包括4个2-4岁完全无辜的小孩，为美帝的罪行又增加了一条。US killed 4 innocent kids during the attack today in Kabul. W…
时政
( twitter.com)

GM. Will you have my J8 today?
该怎么用英文介绍，Mint个鸡吧，这个名字的内涵呢？
英文不好的我，也是很惆怅。
没错，我们是来自中国的小鸡。
来吧，谁会翻译空投两只小鸡。
#freemint…
币圈
( twitter.com)

Our campaign has been flooded with notes and emails from folks across the country who want to make America normal again. They know that we can do better than two 80-year-old names from the past. I’m fighting everyday to make you proud – let’s go!
时政
( www.foxnews.com)

I am starting two important days. Meetings with partners in Germany and France, new agreements, and the Munich Security Conference. A new security architecture for Ukraine, as well as new opportunities. We are making every effort to end the war as soon as possible on fair…
时政
( twitter.com)

“Putin is a traitor to Russia
Hundreds of thousands of our soldiers are dead. He’s killing Ukrainian children too.
We need to rise up against him. There’s 140 mln of us. I’m not afraid. I’m too old for that.”
82-y-o Russian woman after Navalny’s murder
时政
( twitter.com)

Putin cannot be allowed to quietly slaughter everyone who believes in a better #Russia. All democratic governments must fight for the release of Vladimir Putin is afraid of him, poisoned him twice, but did not break him. Vladimir must know that we all are with him.
时政
( twitter.com)

I wonder when these folks will stop mixing truths and lies to hide their deep hatred.
No one would call us terrorists when we stopped glorifying terrorists like Hamas. No one would call us terrorists when those who are supposed to represent us (like Hamas) stop killing…
时政
( twitter.com)

Q: Russia's army is 15% larger and they have reinforced the 20% of Ukrainian territory that they hold. Is the Republican Party responsible for those setbacks?
Mitch McConnell: Yeah, we took too long. All the Democrats were for Ukraine. The issue was on the Republican side
时政
( twitter.com)

On this grim second anniversary of Putin’s invasion I am honoured to be here in Ukraine. With their indomitable courage I have no doubt that the Ukrainians will win and expel Putin’s forces - provided we give them the military, political and economic help that they need.
时政
( twitter.com)

Dear all,

On behalf of we are delighted to invite you to attend the upcoming 8th Annual 709 Human Rights Lawyers Day (2024) and a screening of the documentary “She’s in Jail”, taking place in Central London.
As a respected member of the legal and human rights
时政
( twitter.com)