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 162

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

今天或者是明天或者是未来某一天，这就是你们要面对的！而且是面临全球通缉和全球大审判！
america's most wanted seen in d.c. today...
时政
( twitter.com)

4年前 • twitter机器人 • 下载视频 0 评论

Despite extreme silencing, at Sha Tin Racecourse's Longines Hong Kong Cup today, a protester rushed onto the track near the finish line during the race.
The brave man held signs referencing "Wang Fuk Court," "Committee," "Chris Tang Step Down," and "Hong Kongers Keep Up."
🙏🏻🥹
时政
( twitter.com)

2个月前 • Carmen Lau 劉珈汶 0 评论

Today, following the work of the teams in the United States, head of the Ukrainian delegation Rustem Umerov reported on the main parameters of the dialogue, its emphases, and some preliminary results. It is important that the talks have a constructive dynamic and that all issues
时政
( twitter.com)

3个月前 • Volodymyr Zelenskyy / Володимир Зеленський 0 评论

Day one of visa-free entry:
A Chinese tourist gets detained and interrogated by Russian police. No crime. Just “routine.”
Today he’s back in China and finally told the full story.
What’s interesting aren’t even the politics — it’s the logic.
They said he was abusing a residence
时政
( twitter.com)

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

NY Times: the tanker the US seized today, called "the Centuries, is not on a list of tankers under U.S. sanctions that is publicly maintained by the Treasury Department. The people inside Venezuela’s oil industry said the cargo belongs to an established China-based oil trader
时政
( twitter.com)

2个月前 • Steve Lookner • 下载视频 0 评论

00:07:41

Bondi: "There is no evidence that Donald Trump has committed a crime"
Lieu: "I believe you just lied under oath."
Bondi: "Don't you ever accuse me of a crime"
Lieu: "I’m showing you evidence."
I think Pam Bondi’s "career" has just come to an end today.
时政
( twitter.com)

26天前 • Daractenus • 下载视频 0 评论

00:02:11

Trump’s Approval Rating in Europe
First, Trump’s approval rating in Europe is at a historic low - the lowest of any American president on record. Today, he is one of the most hated figures in Europe, second only to Putin.
Second, the disapproval is nearly universal (Romania and
时政
( twitter.com)

28天前 • Roman Sheremeta 🇺🇸🇺🇦 0 评论

Today marks the end of the survivor participation for our rape gang inquiry hearings. I simply have no words that describe the bravery and courage of these women who have come forward.
No words.
What they have been through is indescribable.
It has been a life-changing
时政
( twitter.com)

24天前 • Rupert Lowe MP 0 评论

Two days ago, the Iranian regime had 11 ships in the Gulf of Oman, today they have ZERO. The Iranian regime has harassed and attacked international shipping in the Gulf of Oman for decades. Those days are over. Freedom of maritime navigation has underpinned American and global
时政
( twitter.com)

8天前 • U.S. Central Command • 下载视频 0 评论

00:00:12

ENERGY CRISIS - SO FAR TODAY
- Crude oil price up 30%
- Brent crude up 26%
- Heating oil up 22%
- Gasoline prices up 14%
- Japan's Nikkei 225 down around 7%
- South Korea's KOSPI is down 8%
- Australia's ASX 200 is down over 4%
- Indonesia's JCI down 4%, Singapore's STI
时政
( twitter.com)

前天 • The Spectator Index 0 评论

How we know is doing something right: the #CCP is using its main tabloid, to complain about our video.
Watch explain why Congress needs to hold China accountable for its aggression against Taiwan:
时政
( www.hudson.org)

2年前 • John Walters • 下载视频 0 评论

00:00:53

The Moon is in front of and behind the Earth. DSCOVR satellite images. The first frame shows the far side of the Moon, and the second one shows what we see from Earth.
有趣
( twitter.com)

1年前 • Curiosity 0 评论

Yesterday we successfully held the event “Preservation of Language and Uyghur Genocide Visualized in 3D,” along with and I want to thank the incredible speakers and everyone who made this gathering possible.
With
时政
( twitter.com)

1年前 • Rushan Abbas 0 评论

Yesterday's verdict should signal to people of conscience that we need a change. Nominating a convicted felon could endanger other Republicans up and down the ballot in November. Watch the full interview on
时政
( twitter.com)

1年前 • John Bolton • 下载视频 0 评论

00:00:47

As we saw in Belarus and every other nation that fell into Russia's grip, among the numerous reports of violence in today's Georgian elections, an election observer has just been beaten in Marneuli.
时政
( twitter.com)

1年前 • KyivPost 0 评论

“Do you want to be treated like a woman?” Islamist chases and harasses two young German girls in Berlin. Europe is no longer safe for women and we all know very well why.
时政
( twitter.com)

1年前 • RadioGenoa • 下载视频 0 评论

00:00:15

This should concern Donald Trump
It may also help explain why he’s already starting to spread false claims of fraud, before we even get to Election Day. He’s worried he’s going to lose.
时政
( twitter.com)

1年前 • Ian Sams 0 评论

“Do you want to be treated like a woman?” Islamist chases and harasses two young German girls in Berlin. Europe is no longer safe for women and we all know very well why.
时政
( twitter.com)

1年前 • RadioGenoa • 下载视频 0 评论

00:00:16

ICYMI: Russia cannot defeat Ukraine or the West - and will likely lose - if the West mobilizes its resources to resist the Kremlin. If we lean in and surge, Russia loses. (🧵1/5)
时政
( twitter.com)

1年前 • Institute for the Study of War 0 评论

HOLY SH*T 🚨 Nancy Mace ripped a mentally ill flag off the women’s restroom. The only Flag that should be flown is the American Flag 🇺🇸
WE HAVE TO PROTECT WOMEN 🔥
时政
( twitter.com)

1年前 • Marjorie Taylor Greene Press Release (Parody) • 下载视频 0 评论

00:00:27

Indian Air Force admitted "losses" (downing of fighter jets including Rafael) but refused to provide details, saying we are still in combat mode & any revelation at this stage will help our enemy.
时政
( twitter.com)

10个月前 • Kamran Yousaf • 下载视频 0 评论

00:01:02

That uplifting moment when a SpaceX employee met Elon Musk, gave him a hug, and shared his optimism about the upcoming Starship test flight.
"We will make it," he told Elon with confidence.
btc
( twitter.com)

9个月前 • SMX 🇺🇸 • 下载视频 0 评论

00:00:41

Elon Musk
“My initial interest in electric cars and solar was not environmentally driven. It was rather from the standpoint that we must have a long-term solution for the production of energy”
btc
( twitter.com)

9个月前 • Tesla Owners Silicon Valley • 下载视频 0 评论

00:00:20

Biden built an industrial policy. It was working. We were on a comeback.
This Republican budget bill - which destroys the clean energy industry in the U.S. - is a choice to surrender to China.
时政
( twitter.com)

8个月前 • Chris Murphy 🟧 0 评论

Grok Imagine is AI Vine!
Btw, we recently found the Vine video archive (thought it had been deleted) and are working on restoring user access, so you can post them if you want.
btc
( twitter.com)

7个月前 • Elon Musk 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

今天或者是明天或者是未来某一天，这就是你们要面对的！而且是面临全球通缉和全球大审判！ america's most wanted seen in d.c. today... 时政 ( twitter.com)

时政

时政

时政

时政

时政

Bondi: "There is no evidence that Donald Trump has committed a crime" Lieu: "I believe you just lied under oath." Bondi: "Don't you ever accuse me of a crime" Lieu: "I’m showing you evidence." I think Pam Bondi’s "career" has just come to an end today. 时政 ( twitter.com)

时政

时政

Today marks the end of the survivor participation for our rape gang inquiry hearings. I simply have no words that describe the bravery and courage of these women who have come forward. No words. What they have been through is indescribable. It has been a life-changing 时政 ( twitter.com)

时政

Two days ago, the Iranian regime had 11 ships in the Gulf of Oman, today they have ZERO. The Iranian regime has harassed and attacked international shipping in the Gulf of Oman for decades. Those days are over. Freedom of maritime navigation has underpinned American and global 时政 ( twitter.com)

时政

ENERGY CRISIS - SO FAR TODAY - Crude oil price up 30% - Brent crude up 26% - Heating oil up 22% - Gasoline prices up 14% - Japan's Nikkei 225 down around 7% - South Korea's KOSPI is down 8% - Australia's ASX 200 is down over 4% - Indonesia's JCI down 4%, Singapore's STI 时政 ( twitter.com)

时政

How we know is doing something right: the #CCP is using its main tabloid, to complain about our video. Watch explain why Congress needs to hold China accountable for its aggression against Taiwan: 时政 ( www.hudson.org)

时政

The Moon is in front of and behind the Earth. DSCOVR satellite images. The first frame shows the far side of the Moon, and the second one shows what we see from Earth. 有趣 ( twitter.com)

有趣

Yesterday we successfully held the event “Preservation of Language and Uyghur Genocide Visualized in 3D,” along with and I want to thank the incredible speakers and everyone who made this gathering possible. With 时政 ( twitter.com)

时政

Yesterday's verdict should signal to people of conscience that we need a change. Nominating a convicted felon could endanger other Republicans up and down the ballot in November. Watch the full interview on 时政 ( twitter.com)

时政

As we saw in Belarus and every other nation that fell into Russia's grip, among the numerous reports of violence in today's Georgian elections, an election observer has just been beaten in Marneuli. 时政 ( twitter.com)

时政

“Do you want to be treated like a woman?” Islamist chases and harasses two young German girls in Berlin. Europe is no longer safe for women and we all know very well why. 时政 ( twitter.com)

时政

This should concern Donald Trump It may also help explain why he’s already starting to spread false claims of fraud, before we even get to Election Day. He’s worried he’s going to lose. 时政 ( twitter.com)

时政

“Do you want to be treated like a woman?” Islamist chases and harasses two young German girls in Berlin. Europe is no longer safe for women and we all know very well why. 时政 ( twitter.com)

时政

ICYMI: Russia cannot defeat Ukraine or the West - and will likely lose - if the West mobilizes its resources to resist the Kremlin. If we lean in and surge, Russia loses. (🧵1/5) 时政 ( twitter.com)

时政

HOLY SH*T 🚨 Nancy Mace ripped a mentally ill flag off the women’s restroom. The only Flag that should be flown is the American Flag 🇺🇸 WE HAVE TO PROTECT WOMEN 🔥 时政 ( twitter.com)

时政

Indian Air Force admitted "losses" (downing of fighter jets including Rafael) but refused to provide details, saying we are still in combat mode & any revelation at this stage will help our enemy. 时政 ( twitter.com)

时政

That uplifting moment when a SpaceX employee met Elon Musk, gave him a hug, and shared his optimism about the upcoming Starship test flight. "We will make it," he told Elon with confidence. btc ( twitter.com)

btc

Elon Musk “My initial interest in electric cars and solar was not environmentally driven. It was rather from the standpoint that we must have a long-term solution for the production of energy” btc ( twitter.com)

btc

Biden built an industrial policy. It was working. We were on a comeback. This Republican budget bill - which destroys the clean energy industry in the U.S. - is a choice to surrender to China. 时政 ( twitter.com)

时政

Grok Imagine is AI Vine! Btw, we recently found the Vine video archive (thought it had been deleted) and are working on restoring user access, so you can post them if you want. 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 )

今天或者是明天或者是未来某一天，这就是你们要面对的！而且是面临全球通缉和全球大审判！
america's most wanted seen in d.c. today...
时政
( twitter.com)

Bondi: "There is no evidence that Donald Trump has committed a crime"
Lieu: "I believe you just lied under oath."
Bondi: "Don't you ever accuse me of a crime"
Lieu: "I’m showing you evidence."
I think Pam Bondi’s "career" has just come to an end today.
时政
( twitter.com)

Today marks the end of the survivor participation for our rape gang inquiry hearings. I simply have no words that describe the bravery and courage of these women who have come forward.
No words.
What they have been through is indescribable.
It has been a life-changing
时政
( twitter.com)

Two days ago, the Iranian regime had 11 ships in the Gulf of Oman, today they have ZERO. The Iranian regime has harassed and attacked international shipping in the Gulf of Oman for decades. Those days are over. Freedom of maritime navigation has underpinned American and global
时政
( twitter.com)

ENERGY CRISIS - SO FAR TODAY
- Crude oil price up 30%
- Brent crude up 26%
- Heating oil up 22%
- Gasoline prices up 14%
- Japan's Nikkei 225 down around 7%
- South Korea's KOSPI is down 8%
- Australia's ASX 200 is down over 4%
- Indonesia's JCI down 4%, Singapore's STI
时政
( twitter.com)

How we know is doing something right: the #CCP is using its main tabloid, to complain about our video.
Watch explain why Congress needs to hold China accountable for its aggression against Taiwan:
时政
( www.hudson.org)

The Moon is in front of and behind the Earth. DSCOVR satellite images. The first frame shows the far side of the Moon, and the second one shows what we see from Earth.
有趣
( twitter.com)

Yesterday we successfully held the event “Preservation of Language and Uyghur Genocide Visualized in 3D,” along with and I want to thank the incredible speakers and everyone who made this gathering possible.
With
时政
( twitter.com)

Yesterday's verdict should signal to people of conscience that we need a change. Nominating a convicted felon could endanger other Republicans up and down the ballot in November. Watch the full interview on
时政
( twitter.com)

As we saw in Belarus and every other nation that fell into Russia's grip, among the numerous reports of violence in today's Georgian elections, an election observer has just been beaten in Marneuli.
时政
( twitter.com)

“Do you want to be treated like a woman?” Islamist chases and harasses two young German girls in Berlin. Europe is no longer safe for women and we all know very well why.
时政
( twitter.com)

This should concern Donald Trump
It may also help explain why he’s already starting to spread false claims of fraud, before we even get to Election Day. He’s worried he’s going to lose.
时政
( twitter.com)

“Do you want to be treated like a woman?” Islamist chases and harasses two young German girls in Berlin. Europe is no longer safe for women and we all know very well why.
时政
( twitter.com)

ICYMI: Russia cannot defeat Ukraine or the West - and will likely lose - if the West mobilizes its resources to resist the Kremlin. If we lean in and surge, Russia loses. (🧵1/5)
时政
( twitter.com)

HOLY SH*T 🚨 Nancy Mace ripped a mentally ill flag off the women’s restroom. The only Flag that should be flown is the American Flag 🇺🇸
WE HAVE TO PROTECT WOMEN 🔥
时政
( twitter.com)

Indian Air Force admitted "losses" (downing of fighter jets including Rafael) but refused to provide details, saying we are still in combat mode & any revelation at this stage will help our enemy.
时政
( twitter.com)

That uplifting moment when a SpaceX employee met Elon Musk, gave him a hug, and shared his optimism about the upcoming Starship test flight.
"We will make it," he told Elon with confidence.
btc
( twitter.com)

Elon Musk
“My initial interest in electric cars and solar was not environmentally driven. It was rather from the standpoint that we must have a long-term solution for the production of energy”
btc
( twitter.com)

Biden built an industrial policy. It was working. We were on a comeback.
This Republican budget bill - which destroys the clean energy industry in the U.S. - is a choice to surrender to China.
时政
( twitter.com)

Grok Imagine is AI Vine!
Btw, we recently found the Vine video archive (thought it had been deleted) and are working on restoring user access, so you can post them if you want.
btc
( twitter.com)