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 226

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

Yang Hengjun's sons have written a letter to PM Albanese as he prepares to arrive in China.

"We ask that you make clear it is not possible to stabilise the relationship with a government that is holding an Australian just a few kilometres south of where you will be hosted."
时政
( twitter.com)

2年前 • Eryk Bagshaw 0 评论

I must say China is now behind the U.S. in the LLM ecosystem momentum. The underlying vision for me to start is to make better AI accessible to more people. We are glad our first moderate-size Yi-34B performs competitively at a global level. More to come soon after…
时政
( twitter.com)

2年前 • Kai-Fu Lee 0 评论

The Prime Minister has asked me to serve as his Foreign Secretary and I have gladly accepted.
We are facing a daunting set of international challenges, including the war in Ukraine and the crisis in the Middle East. At this time of profound global change, it has rarely been more…
时政
( twitter.com)

2年前 • David Cameron 0 评论

习近平：要携手合作，不要相互指责；要持之以恒，不要朝令夕改；要重信守诺，不要言而无信。
Xi Jinping: In this process, we must join hands, not point fingers at e…
时政
( twitter.com)

4年前 • twitter机器人 0 评论

Bester: 我希望大家会喜欢你选择唱的这首歌。他说每个人应该都会想念这首歌，就像他想念所有人一样～

【Yes, we like this song Love Gulf Kanawut 】

@gulfkanawut…
时政
( twitter.com)

4年前 • twitter机器人 0 评论

This is Shelia Fredrick, a flight attendant for Alaska Airlines. She noticed a terrified girl accompanied by an older man. She left a note in the bathroom on which the victim wrote that she needed help. The police was alerted & the girl was saved from a human trafficker. We
有趣
( twitter.com)

1年前 • non aesthetic things 0 评论

Key takeaways from Trump’s press conference:
- Will be looking at the IRS
- Car tariffs are coming soon
- Would love to have Russia back in G7
- Elon Musk’s DOGE is doing a great job
- Deadline to ban TikTok could be extended
- Taiwan took our chip business—we want it back
- Not
btc
( twitter.com)

1年前 • Libs of TikTok 0 评论

🇺🇸TRUMP: THE MEDIA IS TRYING TO BREAK ELON AND ME APART; THEY’RE BAD AT IT
“ Elon called me, he said, you know, they're trying to drive us apart.
I said, absolutely.
No, they said, we have breaking news, Donald Trump has ceded control of the presidency to Elon Musk.
President
btc
( twitter.com)

1年前 • Mario Nawfal • 下载视频 0 评论

00:01:34

ELON TALKING ABOUT COST EFFICIENCY AT SPACEX 20 YEARS AGO
“Anyone outside the space business assumes rockets are made of magic.
So if you tell [suppliers] it's for a rocket, they go like, well, I don't think I'm quite good enough to do something for a rocket.
We tell them,
btc
( twitter.com)

1年前 • Mario Nawfal • 下载视频 0 评论

00:00:42

🚨X HAS DEMOCRATIZED ACCESS TO NEWS
The impressions we get a month is 2 to 4 billion... with a B.
These are numbers that CNN, Fox, MSNBC struggle to get.
X completely democratized access to news and gave protection to free speech.
And what did with X is give
btc
( twitter.com)

1年前 • Mario Nawfal • 下载视频 0 评论

00:01:39

The reason this matters is that a significant number of people who are supposed to be working for the government are doing so little work that they are not checking their email at all!
In some cases, we believe non-existent people or the identities of dead people are being used
btc
( twitter.com)

1年前 • Elon Musk 0 评论

I shared this note with the Washington Post team this morning:
I’m writing to let you know about a change coming to our opinion pages.
We are going to be writing every day in support and defense of two pillars: personal liberties and free markets. We’ll cover other topics too
btc
( twitter.com)

1年前 • Jeff Bezos 0 评论

🚨🇺🇸BRENDAN CARR: WE ARE COMING OUT OF A PERIOD OF WEAPONIZATION AT THE FCC
“Your last name dictated the FCC’s treatment.
When Elon Musk got an award for $800 million to bring high-speed internet to rural America, the FCC, in my view, for political reasons, revoked that award.
btc
( twitter.com)

1年前 • Mario Nawfal • 下载视频 0 评论

00:00:59

Notice how this "reporter" doesn't include in her tweet the most important part of their failed hit piece: That Hegseth's ex wife is ON THE RECORD denying these claims. Shouldn't that be the headline here? This is exactly why we say that the media is the enemy of the people!!!
btc
( twitter.com)

1年前 • Donald Trump Jr. 0 评论

'The folks at the UN with their whey protein and man-purses have told the UK to give it back'
'Keir Starmer needs to put down the bong! We NEED this military base!' 😂
The Americans are NOT happy with Keir Starmer for wanting to give up the Chagos Islands.
时政
( twitter.com)

1年前 • Lee Harris • 下载视频 0 评论

00:03:23

Donald Trump is releasing more secrets than any president in history. Matt Taibbi on the top ten mysteries we’re likely to solve.
(0:00) Fauci’s Pardon
(7:32) The J6 Committee’s Pardon
(11:02) The Golden Age of Journalism Has Begun
(17:44) The Major Questions We Should Be Asking
btc
( twitter.com)

1年前 • Tucker Carlson • 下载视频 0 评论

01:39:41

Donald Trump’s Secretary of State Marco Rubio:
‘It’s not normal for the world to simply have a unipolar power, that was an anomaly, that was a product of the end of the Cold War. But eventually you’re going to return back to having a multipolar world…we face that now with
时政
( twitter.com)

1年前 • Afshin Rattansi • 下载视频 0 评论

00:02:08

“You ask yourself, as a national security issue, how do you fight a war if, God help us, we ever have a war with China when they're now four times more likely to be able to produce what is needed in a war?” says former U.S. Trade Representative Robert Lighthizer.
时政
( twitter.com)

1年前 • 60 Minutes • 下载视频 0 评论

00:01:53

“I didn’t vote for Elon Musk”🥴 Well cry harder libs. We didn’t vote for this clown either, yet he controls the democrat party. The difference is Trump ran & was elected in a landslide with full transparency that Elon would be doing exactly what he’s doing. See the difference?
btc
( twitter.com)

1年前 • Donald Trump Jr. 0 评论

🚨LEAVITT: "I was made aware that USAID has funded media outlets like Politico. I can confirm that more than $8M that has gone to subsidizing subscriptions will no longer be happening. We are going line by line to the Federal Government's books. If something is not a good use of
btc
( twitter.com)

1年前 • Autism Capital 🧩 • 下载视频 0 评论

00:00:52

🚨🇺🇸AG PAM BONDI: CLINTON FLEW MULTIPLE TIMES ON EPSTEIN'S JET
“We know he was on the plane—not only on the plane a couple of times, multiple times; he traveled internationally with Jeffrey Epstein.
He was on the plane called the Lolita Express because it supposedly had a bed
btc
( twitter.com)

1年前 • Mario Nawfal • 下载视频 0 评论

00:01:36

Driver in front of us (center) at the moment of being forced by unexpected oncoming driver over the line (at left), to crash into the bus (right). We did not crash.
Thanks to Tesla FSD quick reaction and 'thinking', sparing us from a head on collision on Wednesday, with the
btc
( twitter.com)

1年前 • Eric Weinstein 0 评论

"There's a good chance they might try to kill me.
I've had quite a few friends call me and say, you should definitely improve your security. They are definitely going to try to kill you. It's crazy that we have a presidential candidate who they have tried to kill twice."
btc
( twitter.com)

1年前 • DogeDesigner • 下载视频 0 评论

00:00:43

The US Govt spent $603 billion in Feb 2025
The US Govt rev was $296 billion in Feb 2025
The budget deficit was $306 billion for Feb 2025
51% of every dollar spent was borrowed money on the national debt.
We need DOGE to cut deeper to save our country.
btc
( twitter.com)

1年前 • Wall Street Mav 0 评论

Right now, we have all heard from Russia Putin’s highly predictable and manipulative words in response to the idea of a ceasefire on the front lines—at this moment he is, in fact, preparing to reject it.
Of course, Putin is afraid to tell President Trump directly that he wants
时政
( twitter.com)

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

00:05:35

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

Yang Hengjun's sons have written a letter to PM Albanese as he prepares to arrive in China. "We ask that you make clear it is not possible to stabilise the relationship with a government that is holding an Australian just a few kilometres south of where you will be hosted." 时政 ( twitter.com)

时政

I must say China is now behind the U.S. in the LLM ecosystem momentum. The underlying vision for me to start is to make better AI accessible to more people. We are glad our first moderate-size Yi-34B performs competitively at a global level. More to come soon after… 时政 ( twitter.com)

时政

时政

习近平：要携手合作，不要相互指责；要持之以恒，不要朝令夕改；要重信守诺，不要言而无信。 Xi Jinping: In this process, we must join hands, not point fingers at e… 时政 ( twitter.com)

时政

Bester: 我希望大家会喜欢你选择唱的这首歌。他说每个人应该都会想念这首歌，就像他想念所有人一样～ 【Yes, we like this song Love Gulf Kanawut 】 @gulfkanawut… 时政 ( twitter.com)

时政

This is Shelia Fredrick, a flight attendant for Alaska Airlines. She noticed a terrified girl accompanied by an older man. She left a note in the bathroom on which the victim wrote that she needed help. The police was alerted & the girl was saved from a human trafficker. We 有趣 ( twitter.com)

有趣

btc

btc

ELON TALKING ABOUT COST EFFICIENCY AT SPACEX 20 YEARS AGO “Anyone outside the space business assumes rockets are made of magic. So if you tell [suppliers] it's for a rocket, they go like, well, I don't think I'm quite good enough to do something for a rocket. We tell them, btc ( twitter.com)

btc

🚨X HAS DEMOCRATIZED ACCESS TO NEWS The impressions we get a month is 2 to 4 billion... with a B. These are numbers that CNN, Fox, MSNBC struggle to get. X completely democratized access to news and gave protection to free speech. And what did with X is give btc ( twitter.com)

btc

The reason this matters is that a significant number of people who are supposed to be working for the government are doing so little work that they are not checking their email at all! In some cases, we believe non-existent people or the identities of dead people are being used btc ( twitter.com)

btc

I shared this note with the Washington Post team this morning: I’m writing to let you know about a change coming to our opinion pages. We are going to be writing every day in support and defense of two pillars: personal liberties and free markets. We’ll cover other topics too btc ( twitter.com)

btc

btc

Notice how this "reporter" doesn't include in her tweet the most important part of their failed hit piece: That Hegseth's ex wife is ON THE RECORD denying these claims. Shouldn't that be the headline here? This is exactly why we say that the media is the enemy of the people!!! btc ( twitter.com)

btc

'The folks at the UN with their whey protein and man-purses have told the UK to give it back' 'Keir Starmer needs to put down the bong! We NEED this military base!' 😂 The Americans are NOT happy with Keir Starmer for wanting to give up the Chagos Islands. 时政 ( twitter.com)

时政

btc

时政

“You ask yourself, as a national security issue, how do you fight a war if, God help us, we ever have a war with China when they're now four times more likely to be able to produce what is needed in a war?” says former U.S. Trade Representative Robert Lighthizer. 时政 ( twitter.com)

时政

btc

btc

btc

Driver in front of us (center) at the moment of being forced by unexpected oncoming driver over the line (at left), to crash into the bus (right). We did not crash. Thanks to Tesla FSD quick reaction and 'thinking', sparing us from a head on collision on Wednesday, with the btc ( twitter.com)

btc

"There's a good chance they might try to kill me. I've had quite a few friends call me and say, you should definitely improve your security. They are definitely going to try to kill you. It's crazy that we have a presidential candidate who they have tried to kill twice." btc ( twitter.com)

btc

The US Govt spent $603 billion in Feb 2025 The US Govt rev was $296 billion in Feb 2025 The budget deficit was $306 billion for Feb 2025 51% of every dollar spent was borrowed money on the national debt. We need DOGE to cut deeper to save our country. btc ( twitter.com)

btc

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 )

Yang Hengjun's sons have written a letter to PM Albanese as he prepares to arrive in China.

"We ask that you make clear it is not possible to stabilise the relationship with a government that is holding an Australian just a few kilometres south of where you will be hosted."
时政
( twitter.com)

I must say China is now behind the U.S. in the LLM ecosystem momentum. The underlying vision for me to start is to make better AI accessible to more people. We are glad our first moderate-size Yi-34B performs competitively at a global level. More to come soon after…
时政
( twitter.com)

习近平：要携手合作，不要相互指责；要持之以恒，不要朝令夕改；要重信守诺，不要言而无信。
Xi Jinping: In this process, we must join hands, not point fingers at e…
时政
( twitter.com)

Bester: 我希望大家会喜欢你选择唱的这首歌。他说每个人应该都会想念这首歌，就像他想念所有人一样～

【Yes, we like this song Love Gulf Kanawut 】

@gulfkanawut…
时政
( twitter.com)

This is Shelia Fredrick, a flight attendant for Alaska Airlines. She noticed a terrified girl accompanied by an older man. She left a note in the bathroom on which the victim wrote that she needed help. The police was alerted & the girl was saved from a human trafficker. We
有趣
( twitter.com)

ELON TALKING ABOUT COST EFFICIENCY AT SPACEX 20 YEARS AGO
“Anyone outside the space business assumes rockets are made of magic.
So if you tell [suppliers] it's for a rocket, they go like, well, I don't think I'm quite good enough to do something for a rocket.
We tell them,
btc
( twitter.com)

🚨X HAS DEMOCRATIZED ACCESS TO NEWS
The impressions we get a month is 2 to 4 billion... with a B.
These are numbers that CNN, Fox, MSNBC struggle to get.
X completely democratized access to news and gave protection to free speech.
And what did with X is give
btc
( twitter.com)

The reason this matters is that a significant number of people who are supposed to be working for the government are doing so little work that they are not checking their email at all!
In some cases, we believe non-existent people or the identities of dead people are being used
btc
( twitter.com)

I shared this note with the Washington Post team this morning:
I’m writing to let you know about a change coming to our opinion pages.
We are going to be writing every day in support and defense of two pillars: personal liberties and free markets. We’ll cover other topics too
btc
( twitter.com)

Notice how this "reporter" doesn't include in her tweet the most important part of their failed hit piece: That Hegseth's ex wife is ON THE RECORD denying these claims. Shouldn't that be the headline here? This is exactly why we say that the media is the enemy of the people!!!
btc
( twitter.com)

'The folks at the UN with their whey protein and man-purses have told the UK to give it back'
'Keir Starmer needs to put down the bong! We NEED this military base!' 😂
The Americans are NOT happy with Keir Starmer for wanting to give up the Chagos Islands.
时政
( twitter.com)

“You ask yourself, as a national security issue, how do you fight a war if, God help us, we ever have a war with China when they're now four times more likely to be able to produce what is needed in a war?” says former U.S. Trade Representative Robert Lighthizer.
时政
( twitter.com)

Driver in front of us (center) at the moment of being forced by unexpected oncoming driver over the line (at left), to crash into the bus (right). We did not crash.
Thanks to Tesla FSD quick reaction and 'thinking', sparing us from a head on collision on Wednesday, with the
btc
( twitter.com)

"There's a good chance they might try to kill me.
I've had quite a few friends call me and say, you should definitely improve your security. They are definitely going to try to kill you. It's crazy that we have a presidential candidate who they have tried to kill twice."
btc
( twitter.com)

The US Govt spent $603 billion in Feb 2025
The US Govt rev was $296 billion in Feb 2025
The budget deficit was $306 billion for Feb 2025
51% of every dollar spent was borrowed money on the national debt.
We need DOGE to cut deeper to save our country.
btc
( twitter.com)