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 107

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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The CBP Home app gives aliens the option to leave now and self deport, so they may still have the opportunity to return legally in the future and live the American dream. If they don’t, we will find them, we will deport them, and they will never return.
btc
( twitter.com)

1年前 • Secretary Kristi Noem • 下载视频 0 评论

00:01:00

Susan Crawford promised to gerrymander the democrats two additional seats.
Hakeem Jeffries bragged about it.
We have the numbers, there is no excuse for us not to win this seat.
We cannot be complacent, if you are in WI, please show up and bring 10 people with you.
btc
( twitter.com)

11个月前 • Insurrection Barbie 0 评论

🚨NEW: Elon Musk on depopulation and the birth rate crisis
"We haven't yet evolved to deal with depopulation. It's something we better evolve to deal with or else we're finished. Once the depopulation ball starts rolling it seems to gather up speed.
Look at cases like Korea and
btc
( twitter.com)

11个月前 • Autism Capital 🧩 • 下载视频 0 评论

00:01:17

🇺🇸 THOUSANDS OF NON-CITIZENS FOUND ON VOTER ROLLS
Valor CEO and DOGE volunteer, Antonio Gracias:
“We found that there were just about 5 plus million of them that came to the country as illegals and they got through an automatic system, Social Security numbers.
And we tracked
btc
( twitter.com)

11个月前 • Mario Nawfal • 下载视频 0 评论

00:00:46

Elon Musk: Shallow empathy is caring about criminals. Deep empathy is caring about the victims of the criminals.
“The good interpretation of the woke movement is that we want to have empathy for our fellow human beings. Of course, we want to have empathy for our fellow humans.
btc
( twitter.com)

11个月前 • ELON CLIPS • 下载视频 0 评论

00:00:47

From DC to the border, there are very good people at CPB who pointed this tragedy out to us. They were following orders from the Biden Administration. Without the good people at DHS we would not have found these criminals and terrorists. We are deeply grateful for their support.
btc
( twitter.com)

11个月前 • agracias 0 评论

We continue to cut MASSIVE waste In just the last 3 weeks, we have cut $2.5 BILLION by ending 420 wasteful grants, to include:
✂️$361k for "gender non- conforming, non-binary, two-spirit" BIPOC farmers in New York 🤦🏻‍♀️
✂️$150k for “gender lensed curricula designed to be
btc
( twitter.com)

10个月前 • Secretary Brooke Rollins 0 评论

LADIES AND GENTLEMEN.. Our 1st episode, Receivers.
Tom Brady & Peyton Manning join Ari & Ben as they try to land on 1 DEFINITIVE NFL Receiver Mt Rushmore. Thru some debate & phenomenal story telling we discover which 4 receivers should be etched in stone forever.
HOW'D WE DO?
btc
( twitter.com)

5个月前 • RUSHMOREonX • 下载视频 0 评论

00:36:05

This is a preemptive attack from Pennsylvania Democrats.
For the 2026 midterms, we want to release all public voter data - house by house - to fight fraud and GOTV.
This is information that all insiders already have.
We just want to give it away for free, nation wide.
If you
btc
( twitter.com)

3个月前 • John LeFevre 0 评论

Can we talk about this for a second? Do we actually believe that Peking University is more academically rigorous than Harvard and MIT? Does the person writing this not know that you have to pass a class on Mao Zedong Thought to graduate from Peking University? You can deservedly
时政
( twitter.com)

3个月前 • Isaac Stone Fish 0 评论

On the 5th Anniversary of the failed January 6th insurrection attempt, we’re reminded how fragile democracy can be. We must remember the darkness of that day so it’s never repeated. As history is rewritten by some, we choose to speak the truth of what happened. Throughout the day
时政
( twitter.com)

2个月前 • Adam Kinzinger (Slava Ukraini) 🇺🇸🇺🇦 0 评论

Tomorrow the 🇨🇳 mega embassy is going to be approved. We expect the decision to come as a Written Statement from Steve Reed MP. Weirdly, there's also a Home Office parliamentary statement planned, which will probably be about how we have cleared the embassy from a security point
时政
( twitter.com)

1个月前 • Luke de Pulford 0 评论

Yes bit Carney was also wrong. The rules based order was flawed. America’s was, people were, institutions were. That’s life. No one was coerced, we all supported its principles and values for over 70 years. We have rules against lots of things that ppl flout. Doesn’t mean we’re
时政
( twitter.com)

1个月前 • George Magnus 0 评论

🚨 BREAKING: Eric Trump and Don Jr. just admitted the scam out loud.
On CNBC, when asked if people “curry favor” with the Trump family, they said:
“They created this monster… We realized we were at the top of the Ponzi scheme.”
Read that again.
They’re admitting:
– People
时政
( twitter.com)

22天前 • Brian Allen • 下载视频 0 评论

00:00:24

Airstrikes turned the IRGC bases to ash, forcing our butchers into tents. So a brave Iranian girl walked right up and set their camp ablaze.
The world thinks we want freedom on a silver platter. Wrong. We have fought this occupying regime from day one, bleeding in every
时政
( twitter.com)

3天前 • 🇮🇷Decado🇮🇷 • 下载视频 0 评论

00:00:14

今日阅读：Obsidian 要做 100% 依靠用户的软件，不会从 VC 拿一分钱。算是理想主义的光辉了。
非常精彩的文章，看的热血沸腾。大家可以好好读下，每个单词都铿锵有力。
* We want to stay small, we don’t need to hire lots of people
* We follow strict principles that…
IT技术
( stephango.com)

2年前 • Viking 0 评论

So she's representing the official view of the CCP? At least we could buy the hawks part.
时政
( twitter.com)

1年前 • The Great Translation Movement 大翻译运动官方推号 0 评论

We won’t survive 4 more years of Trump’s chaos. Let’s choose a new generation of conservative leadership.
时政
( twitter.com)

2年前 • Nikki Haley • 下载视频 0 评论

00:01:23

If we all had a sense of humor like this the world would be a better place
有趣
( twitter.com)

1年前 • NO CONTEXT HUMANS • 下载视频 0 评论

00:00:25

can we appreciate how dad actually gave him time to think for himself a moment with confidence
有趣
( twitter.com)

1年前 • humans without context • 下载视频 0 评论

00:00:10

Muslim immigrants in Germany say very clearly that they want an Islamic caliphate. We need mass deportations.
时政
( twitter.com)

1年前 • RadioGenoa • 下载视频 0 评论

00:00:59

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

The CBP Home app gives aliens the option to leave now and self deport, so they may still have the opportunity to return legally in the future and live the American dream. If they don’t, we will find them, we will deport them, and they will never return. btc ( twitter.com)

btc

Susan Crawford promised to gerrymander the democrats two additional seats. Hakeem Jeffries bragged about it. We have the numbers, there is no excuse for us not to win this seat. We cannot be complacent, if you are in WI, please show up and bring 10 people with you. btc ( twitter.com)

btc

🚨NEW: Elon Musk on depopulation and the birth rate crisis "We haven't yet evolved to deal with depopulation. It's something we better evolve to deal with or else we're finished. Once the depopulation ball starts rolling it seems to gather up speed. Look at cases like Korea and btc ( twitter.com)

btc

btc

Elon Musk: Shallow empathy is caring about criminals. Deep empathy is caring about the victims of the criminals. “The good interpretation of the woke movement is that we want to have empathy for our fellow human beings. Of course, we want to have empathy for our fellow humans. btc ( twitter.com)

btc

From DC to the border, there are very good people at CPB who pointed this tragedy out to us. They were following orders from the Biden Administration. Without the good people at DHS we would not have found these criminals and terrorists. We are deeply grateful for their support. btc ( twitter.com)

btc

btc

LADIES AND GENTLEMEN.. Our 1st episode, Receivers. Tom Brady & Peyton Manning join Ari & Ben as they try to land on 1 DEFINITIVE NFL Receiver Mt Rushmore. Thru some debate & phenomenal story telling we discover which 4 receivers should be etched in stone forever. HOW'D WE DO? btc ( twitter.com)

btc

This is a preemptive attack from Pennsylvania Democrats. For the 2026 midterms, we want to release all public voter data - house by house - to fight fraud and GOTV. This is information that all insiders already have. We just want to give it away for free, nation wide. If you btc ( twitter.com)

btc

时政

时政

时政

时政

时政

Airstrikes turned the IRGC bases to ash, forcing our butchers into tents. So a brave Iranian girl walked right up and set their camp ablaze. The world thinks we want freedom on a silver platter. Wrong. We have fought this occupying regime from day one, bleeding in every 时政 ( twitter.com)

时政

IT技术

So she's representing the official view of the CCP? At least we could buy the hawks part. 时政 ( twitter.com)

时政

We won’t survive 4 more years of Trump’s chaos. Let’s choose a new generation of conservative leadership. 时政 ( twitter.com)

时政

If we all had a sense of humor like this the world would be a better place 有趣 ( twitter.com)

有趣

can we appreciate how dad actually gave him time to think for himself a moment with confidence 有趣 ( twitter.com)

有趣

Muslim immigrants in Germany say very clearly that they want an Islamic caliphate. We need mass deportations. 时政 ( twitter.com)

时政

We now know the name of this iconic Iranian woman: Ahoo Daryaei, meaning Deer of the Sea. 时政 ( twitter.com)

时政

President Biden on federal response to Hurricane Helene: "We are not leaving until the job is done." 时政 ( twitter.com)

时政

Can you believe this is the UK? It looks like Africa. We are being REPLACED. 😡😡 时政 ( twitter.com)

时政

X is not an ordinary social media! X is a family! We are a big family! ❤️ 有趣 ( twitter.com)

有趣

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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 )