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 222

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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Statement from Alex Pretti’s parents, Michael and Susan Pretti:
“We are heartbroken but also very angry. Alex was a kindhearted soul who cared deeply for his family and friends and also the American veterans whom he cared for as an ICU nurse at the Minneapolis VA hospital. Alex
时政
( twitter.com)

2个月前 • Republicans against Trump 0 评论

BREAKING: FBI Director Kash Patel says we will have a 'crystal clear' timeline in the next 24 hours fully detailing the J6 pipe bomber’s actions and movements that day:
"You are going to see a crystal clear timeline and picture in the next 24 hours when this individual makes
btc
( twitter.com)

3个月前 • Benny Johnson • 下载视频 0 评论

00:00:48

This is incredible! X increased the payments by 3 times!
I'm winning, you're winning.
I use 100% organic engagement.
I'm one of the accounts that gets a lot of virals. Make comments that will catch my followers' attention, not mine.
Your comments can go viral too.
We all need
有趣
( twitter.com)

3个月前 • The Figen 0 评论

How spider silk are extracted at Oxford University.
When humans think about being abducted by space aliens they many times imagine things like this.
I wonder if spiders get nightmares of being abducted by humans and being tied down and web pulled out of em?
Are we the baddies?
有趣
( twitter.com)

3个月前 • non aesthetic things • 下载视频 0 评论

00:01:18

18 months ago, I decided to join with and on my sofa. No one knew where it would lead. We just kept building, pivoting, and shipping—again and again—until now.
Grateful to our team and every user who believed early. Day 1 isn’t over. We’ll keep shipping.
时政
( twitter.com)

3个月前 • hidecloud 0 评论

🚨NEW: to
"We do want to see people actually be held criminally ... if Tim Walz is accountable for even $1 million of this fraud, whether he has to spend 10 days in a prison cell — or however many years a judge finds him guilty for — that's what
btc
( twitter.com)

2个月前 • Jason Cohen 🇺🇸 • 下载视频 0 评论

00:01:55

Delcy Rodríguez and the core of the regime’s leadership are negotiating with the United States as we speak. This is not a sudden pivot. It is the result of a conclusion reached in Washington over months: the U.S. does not believe that María Corina Machado and the opposition have
时政
( twitter.com)

2个月前 • Francisco Poleo 0 评论

BREAKING: Katy Perry just posted this ANTI-ICE message to her 200+ Million followers:
"You have the power in your hands.
Call your Senators.
We have until Friday, Jan 30th to BLOCK $10 Billion from going to ICE.
Call (202)-224-3121
Because it's time to turn anger into
时政
( twitter.com)

2个月前 • Brian Krassenstein • 下载视频 0 评论

00:00:21

🚨WOW! Minnesota's Chief of Police has had ENOUGH of ICE!
"This is the third shooting in less than 3 weeks. The MPD went the entire year last year recovering 900 guns from the street, and WE DIDN'T SHOOT ANYONE.
ICE shootings are not normal. Share this widely.
时政
( twitter.com)

2个月前 • CALL TO ACTIVISM • 下载视频 0 评论

00:00:16

Before the Thai-Cambodia border conflict, the Thai always show the futuristic VT-4 tank made by Norinco.
Now they only show Oplot-T from Ukraine in their official video.
We are guessing after several Temu QC incident, they decided to stop using them and call customer service.
时政
( twitter.com)

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

00:00:46

Putin and Xi Jinping has absolutely no relation to anything in the Epstein file. Do you agree? Personally we felt that the not even once record is a bit too clean, like very cleaned intentionally. So, rest assured, both of them have nothing to do with Epstein at all.
时政
( twitter.com)

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

Jimmy Lai was sentenced to 20 years for choosing truth over submission.
We stands with Jimmy Lai and all imprisoned Hong Kong journalists and political prisoners.
Truth is not a crime. Freedom is not a crime.
History will remember who refused to be silenced and who feared them.
时政
( twitter.com)

1个月前 • JF Books 季風書園 | 季风书店 0 评论

We paid tribute to the fallen heroes of Ukraine at Maidan.
I am also thinking of their comrades, bravely holding the line in the trenches.
Fighting for peace.
Fighting for a better future for their children.
Fighting for a free and sovereign Ukraine, at the heart of a
时政
( twitter.com)

1个月前 • Ursula von der Leyen • 下载视频 0 评论

00:00:20

We have an Epstein list for you. This is a list of those who knew and did nothing.
Donald Trump knows.
Joe Biden knew.
Barrack Obama knew.
George W. Bush knew.
Bill Clinton knew.
Every single one of their Attorney Generals knew.
Pam Bondi knows.
Merrick Garland knew.
William
时政
( twitter.com)

1个月前 • Libertarian Party of Texas 0 评论

SO PEOPLE ARE NOT IMPORTANT AT ALL THAT WE CAN BE GUINEA PIGS??? F*** U
辉瑞疫苗创造者说他被依法禁止接种疫苗，因为“他真是太重要了而不能做小豚鼠…
推特中文圈
( twitter.com)

5年前 • twitter机器人 0 评论

这里为大家准备了第三阶段-运动打卡记录表！欢迎来领取来记录你的日常运动进展
Here, we prepared the sports check-in sheet of the third stage for everyon…
时政
( twitter.com)

4年前 • twitter机器人 0 评论

HAPPY BDAY MY SUPERMAN 感谢你的存在，感谢你成为一个坚强的人！我们一直在这里支持你。保持快乐和健康的婴儿 ilysm We will faithfully wait for you to…
推特中文圈
( twitter.com)

4年前 • twitter机器人 0 评论

We are continuing to work with our American partners at all levels to ensure that the Ukraine aid package is passed by the US Senate on time.
Both the President’s Office and our diplomats are actively working to ensure a positive political outcome of the swift approval, as well
时政
( twitter.com)

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

00:03:25

Among the photos of late Qing dynasty Beijing, we found a photo of a non-standard tower - a classic Chinese roof resting on a huge, massive building with thick walls. By the way, the photos, to the misfortune of historians, were signed - Tower of the Tartarian walls.
And where,
时政
( twitter.com)

1年前 • @AndTartary and antiquity 0 评论

Biden has hamstrung us? How? He’s threatened to bomb us? To send troops against us? To sanction us?
We are led by simpering cowards who couldn’t take Gaza in seven months, couldn’t make a show of humanitarian concern, both because it is right and because it gives political cover…
时政
( twitter.com)

1年前 • Haviv Rettig Gur 0 评论

If China is not willing to work with us, why is the NIH so willing to work with them? Why 4 years later, are we still not holding China accountable for the many Americans who died from COVID?
Hear my questions to NIH Deputy Director, Lawrence Tabak, below ⬇️
时政
( twitter.com)

1年前 • Congresswoman Debbie Lesko • 下载视频 0 评论

00:05:09

Marjorie Taylor Greene asks to fly the flag upside-down. As usual, she's running her mouth about things she doesn't understand.
I'll never forget Pres. Reagan's speech in my early military days about why we honor our flag.
MTG owes an apology to every veteran in North Georgia.
时政
( twitter.com)

1年前 • Shawn Harris • 下载视频 0 评论

00:00:23

Regardless of the result, I urge all Americans to respect the verdict and the legal process. At this dangerously divided moment in our history, all leaders—regardless of party—must not pour fuel on the fire with more toxic partisanship. We must reaffirm what has made this nation
时政
( twitter.com)

1年前 • Governor Larry Hogan 0 评论

螳臂擋車的政權，擋不住人們對自由的追求。
We will always remember the quote «it’s my duty.»
Art by IG | X
#六四 #八九民運 #天安門事件 #六四屠城 #TiananmenMassacre #june4th
时政
( twitter.com)

1年前 • 777文宣傳播稿件大合集 0 评论

Sweden might be the worst affected country when it comes to immigration. We are used to being known for our great talent in various fields, not for bombings, shootings, and rapes.
I hope other countries see Sweden as a warning example, and that Swedes wake up and demand change.
btc
( twitter.com)

1年前 • Evelina Hahne 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

时政

BREAKING: FBI Director Kash Patel says we will have a 'crystal clear' timeline in the next 24 hours fully detailing the J6 pipe bomber’s actions and movements that day: "You are going to see a crystal clear timeline and picture in the next 24 hours when this individual makes btc ( twitter.com)

btc

This is incredible! X increased the payments by 3 times! I'm winning, you're winning. I use 100% organic engagement. I'm one of the accounts that gets a lot of virals. Make comments that will catch my followers' attention, not mine. Your comments can go viral too. We all need 有趣 ( twitter.com)

有趣

How spider silk are extracted at Oxford University. When humans think about being abducted by space aliens they many times imagine things like this. I wonder if spiders get nightmares of being abducted by humans and being tied down and web pulled out of em? Are we the baddies? 有趣 ( twitter.com)

有趣

18 months ago, I decided to join with and on my sofa. No one knew where it would lead. We just kept building, pivoting, and shipping—again and again—until now. Grateful to our team and every user who believed early. Day 1 isn’t over. We’ll keep shipping. 时政 ( twitter.com)

时政

🚨NEW: to "We do want to see people actually be held criminally ... if Tim Walz is accountable for even $1 million of this fraud, whether he has to spend 10 days in a prison cell — or however many years a judge finds him guilty for — that's what btc ( twitter.com)

btc

时政

BREAKING: Katy Perry just posted this ANTI-ICE message to her 200+ Million followers: "You have the power in your hands. Call your Senators. We have until Friday, Jan 30th to BLOCK $10 Billion from going to ICE. Call (202)-224-3121 Because it's time to turn anger into 时政 ( twitter.com)

时政

🚨WOW! Minnesota's Chief of Police has had ENOUGH of ICE! "This is the third shooting in less than 3 weeks. The MPD went the entire year last year recovering 900 guns from the street, and WE DIDN'T SHOOT ANYONE. ICE shootings are not normal. Share this widely. 时政 ( twitter.com)

时政

Before the Thai-Cambodia border conflict, the Thai always show the futuristic VT-4 tank made by Norinco. Now they only show Oplot-T from Ukraine in their official video. We are guessing after several Temu QC incident, they decided to stop using them and call customer service. 时政 ( twitter.com)

时政

Putin and Xi Jinping has absolutely no relation to anything in the Epstein file. Do you agree? Personally we felt that the not even once record is a bit too clean, like very cleaned intentionally. So, rest assured, both of them have nothing to do with Epstein at all. 时政 ( twitter.com)

时政

时政

We paid tribute to the fallen heroes of Ukraine at Maidan. I am also thinking of their comrades, bravely holding the line in the trenches. Fighting for peace. Fighting for a better future for their children. Fighting for a free and sovereign Ukraine, at the heart of a 时政 ( twitter.com)

时政

We have an Epstein list for you. This is a list of those who knew and did nothing. Donald Trump knows. Joe Biden knew. Barrack Obama knew. George W. Bush knew. Bill Clinton knew. Every single one of their Attorney Generals knew. Pam Bondi knows. Merrick Garland knew. William 时政 ( twitter.com)

时政

SO PEOPLE ARE NOT IMPORTANT AT ALL THAT WE CAN BE GUINEA PIGS??? F*** U 辉瑞疫苗创造者说他被依法禁止接种疫苗，因为“他真是太重要了而不能做小豚鼠… 推特中文圈 ( twitter.com)

推特中文圈

这里为大家准备了 第三阶段-运动打卡记录表！欢迎来领取来记录你的日常运动进展 Here, we prepared the sports check-in sheet of the third stage for everyon… 时政 ( twitter.com)

时政

HAPPY BDAY MY SUPERMAN 感谢你的存在，感谢你成为一个坚强的人！ 我们一直在这里支持你。 保持快乐和健康的婴儿 ilysm We will faithfully wait for you to… 推特中文圈 ( twitter.com)