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 135

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

We are devastated to confirm the death of our own, Spc. Sarah Beckstrom, who was shot in the line of duty near the Farragut Square Metro Station Wednesday. Spc. Beckstrom was pronounced dead at MedStar Washington Hospital on Nov. 27, by wounds incurred during the shooting.
时政
( twitter.com)

4个月前 • WV National Guard 0 评论

been at Abu Dhabi Finance Week and catching up on some of the views around InfoFi
as always, appreciate all the observations and suggestions - the public discourse and feedback is how we learn and improve
below are some of my latest thoughts, with perspective from also
btc
( twitter.com)

3个月前 • Yu Hu 🌊 0 评论

The EU just decided to indefinitely immobilise Russian assets.
This ensures that up to €210 billion in Russian funds stay on EU soil, unless Russia fully pays reparations to Ukraine for the damage it has caused.
We keep increasing the pressure on Russia until it takes
时政
( twitter.com)

3个月前 • Kaja Kallas 0 评论

“I am Trump’s number one hater - I am also Venezuelan”
“We’ve been waiting for this shit for 25 years”
“Let me tell you that every single Venezuelan women, that isn’t working directly for the communist dictatorship government - is stoked, we are happy”
Wow - Even TDS sufferers
时政
( twitter.com)

2个月前 • Concerned Citizen • 下载视频 0 评论

00:01:10

Message from Iran:
This is Marvdasht. People are in the streets. The Islamic Republic is brutally cracking down.
With every young person the Islamic Republic kills, our anger grows stronger.
We must win, otherwise Khamenei will slaughter us all and hang us.
Let the world hear our
时政
( twitter.com)

2个月前 • Masih Alinejad 🏳️ • 下载视频 0 评论

00:00:21

BREAKING: Jeffrey Epstein & Palantir’s Peter Thiel planned how to destabilize Iraq, Iran, Libya, Syria, Palestine, Lebanon, and Egypt.
"The more of a mess, with just lots of bad guys on different sides, the less we will do."
Every Middle East war was for lsraeI. “Terrorism” is
时政
( twitter.com)

1个月前 • ADAM 0 评论

While we were celebrating Valentine’s Day, a 136-meter Chinese warship showed up in Malaysian waters.
On 14 February 2026, a vessel identified as a Type 054A frigate from China entered waters claimed by Malaysia.
It was later confronted and surrounded by KM Tun Fatimah (APMM)
时政
( twitter.com)

1个月前 • The Great Translation Movement 大翻译运动 0 评论

Wumaos, at least coordinate your script.
Japan relies on the U.S.?
“Puppet state.”
Japan strengthens its own navy?
“Militarism.”
So dependence is bad.
Independence is bad.
Which version of Japan is acceptable to you
or is the real answer just “a weak one”?
Pick one.
We
时政
( twitter.com)

1个月前 • The Great Translation Movement 大翻译运动 0 评论

BREAKING: Multiple Epstein victims tell NBC News that Pam Bondi intentionally un-redacted their names and other victims' names as a way to threaten them into silence!
“I think we all realize now that [the DOJ] really wanted to silence us, and [they] thought that [they] could
时政
( twitter.com)

1个月前 • Ed Krassenstein • 下载视频 0 评论

00:00:21

BREAKING: President Trump calls out Maine Governor Janet Mills for refusing to keep men out of women's sports.
Trump: "Are you not going to comply?"
Mills: "I'll comply with state and federal laws."
Trump: "We are the federal law. You better do it because you’re not going
btc
( twitter.com)

1年前 • KanekoaTheGreat • 下载视频 0 评论

00:00:44

ELON: IF BUREAUCRATS BLOCK THE PRESIDENT’S POLICIES, IT MEANS WE LIVE IN A BUREAUCRACY
“One of the biggest functions of the DOGE team is just making sure that the presidential executive orders are actually carried out.
This is very important because the President is the elected
btc
( twitter.com)

1年前 • Mario Nawfal • 下载视频 0 评论

00:00:28

NATO is the most cost-effective option for preventing another war. It is the simplest and most logical solution.
If Ukraine does not join NATO, we will have to create NATO within Ukraine, which means maintaining an army strong enough to repel aggression, financing it, producing
时政
( twitter.com)

1年前 • Volodymyr Zelenskyy / Володимир Зеленський 0 评论

Indeed, it is essential to reduce the budget deficit to match economic growth!
We will get the 2026 deficit to ~3% of GDP. Sensible deregulation will ensure that economic growth is ~3% or higher.
That will both DEFEAT INFLATION and REDUCE INTEREST RATES for all Americans!
btc
( twitter.com)

1年前 • Elon Musk 0 评论

Mars probably had liquid oceans a long time ago, before it cooled. Now, there are vast fields of ice covered by red dust.
If we warm up the planet, the oceans will return and the atmosphere will densify, making it possible to extend life to Mars.
btc
( twitter.com)

1年前 • Elon Musk 0 评论

Vice President introduces Elbridge Colby to the Senate Armed Services Committee to become the 3rd highest ranking official at the DOD:
"Bridge predicted what we would be talking about 4 years down the road, 5 years down the road, 10 years down the road. He saw around
btc
( twitter.com)

1年前 • Charlie Kirk • 下载视频 0 评论

00:05:33

Nobel Peace Prize laureate Maria Ressa warns that the state of democracy in the U.S. is at stake as President Donald Trump continues to attack the press.
"You lose journalism, the way we practice it, you lose democracy," she said.
The Trump administration announced last month
时政
( twitter.com)

1年前 • PBS News • 下载视频 0 评论

00:01:19

🇮🇹 Italian PM Giorgia Meloni:
“The Left predicted that I would destroy Italy, but they were wrong. Employment is at a Record High, our Economy is Growing, Illegal Immigration has decreased by 60%, and we are expanding freedom in every aspect of Italians’ lives.”
🔥🔥🔥
btc
( twitter.com)

1年前 • Cillian • 下载视频 0 评论

00:00:50

If you still don’t understand what people mean when they say “toxic empathy,” maybe this picture can help.
Here we have a liberal white woman marching down the streets of NYC, carrying a sign mourning the recently slain dictator Ali Khamenei, a man who supported marriage to
时政
( twitter.com)

24天前 • Kaeley Triller 0 评论

Flag Raising ceremony for the Taiwan Representative Office in Somaliland.
We think it is time for the rest of the world to follow suit and abandon the Chinese Taipei Charade.
Doesn’t anyone find it disgraceful for the rest of the world to put up with mainland’s antics.
时政
( twitter.com)

13天前 • The Great Translation Movement 大翻译运动 • 下载视频 0 评论

00:00:37

The world is getting tired of Ukraine
Slowly. Quietly
The focus shifts
Now it’s the Middle East
I understand -
A war that lasts years
Is not “interesting” anymore
But our war didn’t end
Ukraine is still fighting
Still making russia weak
And we are still dying -
Soldiers,
时政
( twitter.com)

10天前 • Angelica Shalagina🇺🇦 • 下载视频 0 评论

00:00:08

Europe, the United States, and the entire civilized world imposed sanctions on Russia for its aggression. In my view, if these sanctions are lifted, it means we are recognizing the legitimacy of this aggression – that is, one or another state is forgiving Russia for this crime.
时政
( twitter.com)

17天前 • Volodymyr Zelenskyy / Володимир Зеленський 0 评论

It's over, it's over, we're in deep trouble.
China's ZBD-04A infantry fighting vehicle accidentally fired a smoke grenade at a mound packed with observers during a demonstration exercise, and there are full of officers and officials on that mound.
We hope that the crew is well
时政
( twitter.com)

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

00:00:38

NEW: We are suing Donald Trump.
This is a manufactured crisis. He is creating fear and terror to take over a state militia and violate the U.S. constitution.
The illegal order he signed could allow him to send the military into ANY STATE HE WISHES.
Every governor -- red or
时政
( twitter.com)

9个月前 • Gavin Newsom 0 评论

ELON: POWERING THE ENTIRE U.S. WITH SOLAR WOULD BE VERY FEASIBLE
“You could actually power the entire United States with 100 miles by 100 miles of solar.
We need batteries.
It's not hard, meaning it's very feasible.
I mean, the sun is converting over 4 million tons of mass
btc
( twitter.com)

9个月前 • Mario Nawfal • 下载视频 0 评论

00:00:41

This is just the beginning. These radicals with anti-American views have been embedded in our executive branch for generations and we are systematically cleaning out contractors that have allowed this. Let us be clear: If you have these views and you work in or with the State
btc
( twitter.com)

9个月前 • Department of State 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

We are devastated to confirm the death of our own, Spc. Sarah Beckstrom, who was shot in the line of duty near the Farragut Square Metro Station Wednesday. Spc. Beckstrom was pronounced dead at MedStar Washington Hospital on Nov. 27, by wounds incurred during the shooting. 时政 ( twitter.com)

时政

been at Abu Dhabi Finance Week and catching up on some of the views around InfoFi as always, appreciate all the observations and suggestions - the public discourse and feedback is how we learn and improve below are some of my latest thoughts, with perspective from also btc ( twitter.com)

btc

The EU just decided to indefinitely immobilise Russian assets. This ensures that up to €210 billion in Russian funds stay on EU soil, unless Russia fully pays reparations to Ukraine for the damage it has caused. We keep increasing the pressure on Russia until it takes 时政 ( twitter.com)

时政

时政

时政

时政

时政

时政

BREAKING: Multiple Epstein victims tell NBC News that Pam Bondi intentionally un-redacted their names and other victims' names as a way to threaten them into silence! “I think we all realize now that [the DOJ] really wanted to silence us, and [they] thought that [they] could 时政 ( twitter.com)

时政

BREAKING: President Trump calls out Maine Governor Janet Mills for refusing to keep men out of women's sports. Trump: "Are you not going to comply?" Mills: "I'll comply with state and federal laws." Trump: "We are the federal law. You better do it because you’re not going btc ( twitter.com)

btc

btc

时政

Indeed, it is essential to reduce the budget deficit to match economic growth! We will get the 2026 deficit to ~3% of GDP. Sensible deregulation will ensure that economic growth is ~3% or higher. That will both DEFEAT INFLATION and REDUCE INTEREST RATES for all Americans! btc ( twitter.com)

btc

Mars probably had liquid oceans a long time ago, before it cooled. Now, there are vast fields of ice covered by red dust. If we warm up the planet, the oceans will return and the atmosphere will densify, making it possible to extend life to Mars. btc ( twitter.com)

btc

Vice President introduces Elbridge Colby to the Senate Armed Services Committee to become the 3rd highest ranking official at the DOD: "Bridge predicted what we would be talking about 4 years down the road, 5 years down the road, 10 years down the road. He saw around btc ( twitter.com)

btc

Nobel Peace Prize laureate Maria Ressa warns that the state of democracy in the U.S. is at stake as President Donald Trump continues to attack the press. "You lose journalism, the way we practice it, you lose democracy," she said. The Trump administration announced last month 时政 ( twitter.com)

时政

btc

时政

Flag Raising ceremony for the Taiwan Representative Office in Somaliland. We think it is time for the rest of the world to follow suit and abandon the Chinese Taipei Charade. Doesn’t anyone find it disgraceful for the rest of the world to put up with mainland’s antics. 时政 ( twitter.com)

时政

时政

时政

It's over, it's over, we're in deep trouble. China's ZBD-04A infantry fighting vehicle accidentally fired a smoke grenade at a mound packed with observers during a demonstration exercise, and there are full of officers and officials on that mound. We hope that the crew is well 时政 ( twitter.com)

时政

NEW: We are suing Donald Trump. This is a manufactured crisis. He is creating fear and terror to take over a state militia and violate the U.S. constitution. The illegal order he signed could allow him to send the military into ANY STATE HE WISHES. Every governor -- red or 时政 ( twitter.com)

时政

ELON: POWERING THE ENTIRE U.S. WITH SOLAR WOULD BE VERY FEASIBLE “You could actually power the entire United States with 100 miles by 100 miles of solar. We need batteries. It's not hard, meaning it's very feasible. I mean, the sun is converting over 4 million tons of mass btc ( twitter.com)

btc

This is just the beginning. These radicals with anti-American views have been embedded in our executive branch for generations and we are systematically cleaning out contractors that have allowed this. Let us be clear: If you have these views and you work in or with the State 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 )