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 172

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

Today is the birthday of the Republic of Turkey. 🇹🇷
This charismatic man is the founder of the Republic of Turkey, Mustafa Kemal Ataturk. ❤️
He is the Father of the Turks.
He is my everything, my love, my blood! ❤️
He was a soldier!
While he founded the Republic of Turkey, he
有趣
( twitter.com)

1年前 • Figen 0 评论

Feeling extra emotional today. Landed in Tokyo a few hours ago. The 14-hour flight reminded me of when I was forced to get on a plane to the U.S. alone after my dad was detained at the Beijing International Airport 12 years ago. The seat next to me was empty again…
时政
( twitter.com)

1年前 • Jewher.Ilham 0 评论

Where are you dada? Are you okay? Are you alive? When will I be able to see you again? I wish that you were sitting by my side on that plane to the U.S. 12 years ago. I wish you were seating next to me today. I’ll never stop fighting for you. #IlhamTohti
时政
( twitter.com)

1年前 • Jewher.Ilham 0 评论

🇪🇺 Telegram sent this message to all its users in France regarding Chat Control. People must know the names of those who try to steal their freedoms:
Today, the European Union nearly banned your right to privacy. It was set to vote on a law that would force apps to scan every
btc
( twitter.com)

3个月前 • Pavel Durov 0 评论

In Wolf Warrior, waving a passport makes the world bow.
In Gaza, Hamas convoys don’t stop for anyone’s flag.
The same people cheering violence today would cry for peace if it were their street on Oct 7.
The world isn’t a movie — it doesn’t care who you think the hero is.
#TGTM
时政
( twitter.com)

3个月前 • The Great Translation Movement 大翻译运动 • 下载视频 0 评论

00:01:07

Friends, I REALLY need you to read this.
Today I spent an hour with a solicitor regarding an individual here who has subjected me to a persistent and distressing campaign of harassment. Some of you will have seen his posts or seen me speak out about it twice before.
As many of
时政
( twitter.com)

3个月前 • Science girl 0 评论

President Trump just attacked me and lied about me. I haven’t called him at all, but I did send these text messages today. Apparently this is what sent him over the edge.
The Epstein files.
And of course he’s coming after me hard to make an example to scare all the other
时政
( twitter.com)

2个月前 • Rep. Marjorie Taylor Greene🇺🇸 0 评论

They were targeting children.
The Reikartz hotel in Zaporizhzhia, which was hit by a missile attack by Russian terrorists today, is the site of a children's day camp for kids aged 6 to 13. The camp operates until 6 p.m. every day. The strike was launched at 7 p.m. One person was…
时政
( twitter.com)

2年前 • Defense of Ukraine 0 评论

Today, I called out to Xi Jinping at the Chinese Consulate in San Francisco, USA: Xi Jinping, you once said that you should lock power in a cage. Now you have not locked power in a cage, but you have become the emperor yourself; put Gao Zhisheng, a lawyer who petitioned for the…
时政
( twitter.com)

2年前 • 高智晟律师关注组 0 评论

Almost 80 years after the end of the Second World War it is shocking to hear nakedly anti-Semitic chants on the streets of London today. There are people who plainly want to ignore the Hamas massacre of October 7. They want to wipe Israel off the map. That is what they were…
时政
( twitter.com)

2年前 • Boris Johnson 0 评论

Once again 10 month old baby Kfir Bibas and his family are not on the list to be released today.
Hamas has said it doesn’t know where the family is, as they handed them off to another terror group, the PFLP.
Israelis remain very concerned for the well being of this family.…
时政
( twitter.com)

2年前 • Lidar Gravé-Lazi 0 评论

Protestors in Tiananmen Square, as 1 million people gathered to commemorate passing of Zhou Enlai, April 5, 1976.
The photographer Wu Peng吴鹏, passed away today in Beijing at age of 75.
United to Tomorrow 团结起来到明天, is one of the most famous photographs of the Movement.
时政
( twitter.com)

1年前 • China in Pictures 0 评论

I was in Live Oak today to deliver a clear message to the people of Florida and throughout the Southeast:

If there’s anything your states need as you recover from Idalia, I’m ready to mobilize that relief.

Your nation has your back, and we’ll be with you until the job is done.
时政
( twitter.com)

2年前 • President Biden 0 评论

Just today, I found out that China is targeting and suing me for $50 BILLION in the Wuhan People's Court. They're retaliating against me for suing them for COVID in 2020—I'm not paying a cent.
In my NYT Bestseller "The Last Line of Defense"—I break down Schmitt v. the PRC.
时政
( twitter.com)

1个月前 • Eric Schmitt 0 评论

I’m not afraid. I’ve been dead for 47 years this is the voice of a woman in Iran who is fed up with the Islamic republic.
47 years ago, the Islamic Republic took our rights and turned a nation into hostages.
Today people have nothing left to lose, they rise.
Iran is rising.
时政
( twitter.com)

21天前 • Masih Alinejad 🏳️ • 下载视频 0 评论

00:00:06

Now it is official that Zhang Youxia and Liu Zhenli are in trouble. This what I wrote in Tuesday's Sinocism, lots of hot takes out there today, but such a black box, seems too early to tell: "If the CMC is now reduced to two members - Chairman Xi Jinping and vice chair Zhang
时政
( twitter.com)

6天前 • Bill Bishop 0 评论

Доброе утро, мы из России ,🙂🤝
Т-90 , управляй мечтой !😉😁

早上好，我们来自俄罗斯。🙂🤝
T-90，控制梦想！😉😁

Good morning, we are from Ru…
推特中文圈
( twitter.com)

3年前 • Ольга М 0 评论

这首是我为「＃魔道祖师」特别创作的，描绘魏无羡一生的作品。
一定要戴耳机听！
…………
For the full version, please click
YouTube：
We…
推特中文圈
( twitter.com)

4年前 • twitter机器人 0 评论

We cannot allow Putin to invade another country with impunity—he would not stop at Ukraine. Continuing to defend the cause of freedom helps keep us and our allies safe from future military ambitions of authoritarians around the world.
时政
( twitter.com)

1年前 • Senator Mitt Romney • 下载视频 0 评论

00:02:07

I'm honored to be joined by ambassadors, representatives, & friends from around the world in celebrating a new chapter in #Taiwan’s story. Your support is profoundly meaningful as we work alongside the international community as a force for good.
时政
( twitter.com)

1年前 • 賴清德Lai Ching-te 0 评论

One of the most important things to me politically is making sure that we build a true America First bench in the House and Senate. I'm always happy to use my platforms to help and promote future MAGA rockstars!!!!
btc
( twitter.com)

11个月前 • Donald Trump Jr. 0 评论

NEW!!! Germany's Merz pushes back on Trump calling for Russia's G7 return
"We are not sitting here in this format with warlords and not with war criminals, which is why Putin has no place at this table," Merz said.
时政
( twitter.com)

7个月前 • Alex Raufoglu 0 评论

Wow. Zuckerberg considered SHARING PERSONAL DATA OF HONG KONGERS WITH BEIJING during the umbrella movement.
Still wondering whether or not you can trust big tech with your private data? We need to outlaw personal data transfer to China asap.
时政
( twitter.com)

10个月前 • Luke de Pulford 0 评论

This is insane…
USAID gifted $310m of taxpayer money to start a Palestinian cement factory
And cement in the critical input to build Hamas’ terror tunnels
We are going to learn crazy things over the coming months, buckle up
btc
( twitter.com)

11个月前 • Shaun Maguire 0 评论

“People seem surprised that I was calm … But the facts are on our side. We're confident in what we believe. Reality does not actually change despite the fantasies of the radical left.” talks with about debating radical leftists on
btc
( twitter.com)

11个月前 • Daily Wire • 下载视频 0 评论

00:04:06

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

有趣

Feeling extra emotional today. Landed in Tokyo a few hours ago. The 14-hour flight reminded me of when I was forced to get on a plane to the U.S. alone after my dad was detained at the Beijing International Airport 12 years ago. The seat next to me was empty again… 时政 ( twitter.com)

时政

Where are you dada? Are you okay? Are you alive? When will I be able to see you again? I wish that you were sitting by my side on that plane to the U.S. 12 years ago. I wish you were seating next to me today. I’ll never stop fighting for you. #IlhamTohti 时政 ( twitter.com)

时政

btc

时政

Friends, I REALLY need you to read this. Today I spent an hour with a solicitor regarding an individual here who has subjected me to a persistent and distressing campaign of harassment. Some of you will have seen his posts or seen me speak out about it twice before. As many of 时政 ( twitter.com)

时政

President Trump just attacked me and lied about me. I haven’t called him at all, but I did send these text messages today. Apparently this is what sent him over the edge. The Epstein files. And of course he’s coming after me hard to make an example to scare all the other 时政 ( twitter.com)

时政

时政

时政

Almost 80 years after the end of the Second World War it is shocking to hear nakedly anti-Semitic chants on the streets of London today. There are people who plainly want to ignore the Hamas massacre of October 7. They want to wipe Israel off the map. That is what they were… 时政 ( twitter.com)

时政

时政

时政

时政

Just today, I found out that China is targeting and suing me for $50 BILLION in the Wuhan People's Court. They're retaliating against me for suing them for COVID in 2020—I'm not paying a cent. In my NYT Bestseller "The Last Line of Defense"—I break down Schmitt v. the PRC. 时政 ( twitter.com)

时政

时政

Now it is official that Zhang Youxia and Liu Zhenli are in trouble. This what I wrote in Tuesday's Sinocism, lots of hot takes out there today, but such a black box, seems too early to tell: "If the CMC is now reduced to two members - Chairman Xi Jinping and vice chair Zhang 时政 ( twitter.com)

时政

Доброе утро, мы из России ,🙂🤝 Т-90 , управляй мечтой !😉😁 早上好，我们来自俄罗斯。🙂🤝 T-90，控制梦想！😉😁 Good morning, we are from Ru… 推特中文圈 ( twitter.com)

推特中文圈

这首是我为「＃魔道祖师」特别创作的，描绘魏无羡一生的作品。 一定要戴耳机听！ ………… For the full version, please click YouTube： We… 推特中文圈 ( twitter.com)

推特中文圈

We cannot allow Putin to invade another country with impunity—he would not stop at Ukraine. Continuing to defend the cause of freedom helps keep us and our allies safe from future military ambitions of authoritarians around the world. 时政 ( twitter.com)

时政

I'm honored to be joined by ambassadors, representatives, & friends from around the world in celebrating a new chapter in #Taiwan’s story. Your support is profoundly meaningful as we work alongside the international community as a force for good. 时政 ( twitter.com)

时政

One of the most important things to me politically is making sure that we build a true America First bench in the House and Senate. I'm always happy to use my platforms to help and promote future MAGA rockstars!!!! btc ( twitter.com)

btc

NEW!!! Germany's Merz pushes back on Trump calling for Russia's G7 return "We are not sitting here in this format with warlords and not with war criminals, which is why Putin has no place at this table," Merz said. 时政 ( twitter.com)

时政

Wow. Zuckerberg considered SHARING PERSONAL DATA OF HONG KONGERS WITH BEIJING during the umbrella movement. Still wondering whether or not you can trust big tech with your private data? We need to outlaw personal data transfer to China asap. 时政 ( twitter.com)

时政

This is insane… USAID gifted $310m of taxpayer money to start a Palestinian cement factory And cement in the critical input to build Hamas’ terror tunnels We are going to learn crazy things over the coming months, buckle up btc ( twitter.com)

btc

“People seem surprised that I was calm … But the facts are on our side. We're confident in what we believe. Reality does not actually change despite the fantasies of the radical left.” talks with about debating radical leftists on 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 )