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 197

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

PRESIDENT TRUMP: We have people who don't show up to work and nobody even knows if they work for the government so by asking the question 'tell us what you did this week,' what [Elon's] doing is saying are you actually working. If you don't answer, you're fired.
btc
( twitter.com)

10个月前 • Rapid Response 47 • -- 点击 • 下载视频 0 评论

00:01:27

ELON: WE MUST PUT AN END TO THE TYRANNY OF THE BUREAUCRACY
“In order for us to be a true democracy, a functioning democracy, the government must be responsive to the people.
That's literally what democracy means.
However, when you have a vast unelected bureaucracy that is not
btc
( twitter.com)

10个月前 • Mario Nawfal • -- 点击 • 下载视频 0 评论

00:00:58

NEW: Elon Musk and Joe Rogan discuss George Soros and the multi-billion dollar fraud of government-funded non-governmental organizations (NGOs).
"We saw one person getting $1.9 billion sent to their NGO, which was formed a year ago and had no prior activity."
"If you have a
btc
( twitter.com)

10个月前 • KanekoaTheGreat • -- 点击 • 下载视频 0 评论

00:04:04

I’m hoping Trump mentions DOGE and cost cutting efforts for streamlining the government. Given that the United States is over $36 Trillion in debt I think we need to keep that as a core focus.
I would also like to see more statements emphasizing the importance of colorblindness
btc
( twitter.com)

10个月前 • The Rabbit Hole • -- 点击 0 评论

DOGE may have uncovered over $1 Trillion in Social Security fraud?!
Over 73% of Americans approve of what DOGE is doing b/c they’re sick of paying taxes to fund these thieves
This is why we need the DOGE Act - to make these fraud protections permanent
Biden passed the
btc
( twitter.com)

10个月前 • DC_Draino • -- 点击 0 评论

DOGE is going to make significant progress towards balancing our federal budget. Our budget deficit is $2 trillion per year, $1 trillion of which is interest on the $36 trillion in debt.
The DOGE crew is finding hundreds of billions of $$$ in waste and fraud. We need to make
btc
( twitter.com)

9个月前 • Wall Street Mav • -- 点击 0 评论

After a 6 week review we are officially cancelling 83% of the programs at USAID.
The 5200 contracts that are now cancelled spent tens of billions of dollars in ways that did not serve, (and in some cases even harmed), the core national interests of the United States.
In
时政
( twitter.com)

9个月前 • Marco Rubio • -- 点击 0 评论

是的，我们会推出一个垃圾商店，只能使用rubbish代币来进行购买，目的是回收市场上的rubbish代币
Yes, we will launch a rubbish shop where only junk tokens can…
推特中文圈
( twitter.com)

3年前 • twitter机器人 • -- 点击 0 评论

送福利啦，最近Free mint大火，错过Digi看下面这个了
意大利远东电影节获奖独立电影《We Are Living Things》发行的NFT，总量1000，Free Mint
官网：…
币圈
( twitter.com)

3年前 • twitter机器人 • -- 点击 0 评论

安倍首相的葬礼今天举行！您的失去是对世界的损失！您留下的宝贵的政治遗产日本一定能传承下去！
Sayonara Abe ! We will miss you !
视频
( twitter.com)

3年前 • twitter机器人 • -- 点击 • 下载视频 0 评论

00:01:04

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)

6个月前 • Gavin Newsom • -- 点击 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)

6个月前 • Mario Nawfal • -- 点击 • 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)

6个月前 • Department of State • -- 点击 0 评论

SpaceX has assembled the most talented team of space vehicle innovators, builders, and operators the world has ever seen. I may be biased, but I truly believe this. And we are just getting started. Our future in space has never been brighter!
If you have a passion for space,
btc
( twitter.com)

7个月前 • Jon Edwards • -- 点击 0 评论

If the electorate doesn't hold congress accountable to reducing the deficit, and start paying down the debt, Bitcoin is going to take over as reserve currency.
I love Bitcoin, but a strong America is also super important for the world. We need to get our finances under control.
btc
( twitter.com)

7个月前 • Brian Armstrong • -- 点击 0 评论

I’ve been pretty consistent in my time in the Senate: I oppose deficit spending—no matter which party is in charge. If we don’t get serious about reigning in the debt, the next generation will pay the price.
Fiscal responsibility isn’t a campaign slogan. It’s a duty which I
btc
( twitter.com)

7个月前 • Senator Rand Paul • -- 点击 • 下载视频 0 评论

00:00:23

I’d vote for it if we got real spending cuts. But this bill is the largest debt increase in U.S. history—$5T.
That’s like giving your 16-year-old a credit card, watching them rack up $2K on booze and gambling, then raising their limit to $10K. Irresponsible.
btc
( twitter.com)

6个月前 • Senator Rand Paul • -- 点击 • 下载视频 0 评论

00:10:28

"We have completed our very successful attack on the three Nuclear sites in Iran, including Fordow, Natanz, and Esfahan. All planes are now outside of Iran air space. A full payload of BOMBS was dropped on the primary site, Fordow. All planes are safely on their way home.
时政
( twitter.com)

6个月前 • The White House • -- 点击 0 评论

Former NASA astronaut Charles Camarda just gave HUGE props to Elon Musk for what he's done in the space industry:
"Elon Musk saved the U.S. space program."
"If it weren't for Elon Musk, we would not be able to fly U.S. Astronauts from U.S. soil to the International Space
btc
( twitter.com)

9个月前 • Gunther Eagleman™ • -- 点击 • 下载视频 0 评论

00:01:42

Nothing like watching humans escape the boundaries of our planet. Some of the best boost-back & RTLS footage I’ve seen. Missions like this bring us together & fuel excitement for what we may discover in the great unknown. Wishing Crew-10 success & Godspeed on their expedition!
btc
( twitter.com)

9个月前 • Jared Isaacman • -- 点击 0 评论

Chuck Schumer admits the quiet part out loud— Democrat-appointed judges are really activists who are there to stop Trump:
"We did put 235 judges, progressive judges, judges not under the control of Trump, last year on the bench, and they are ruling against Trump time after time
btc
( twitter.com)

9个月前 • Libs of TikTok • -- 点击 • 下载视频 0 评论

00:00:51

We Now Have:
1. US placing 25% tariffs on Canada
2. US placing 25% tariffs on Mexico
3. US placing 10% tariffs on China
4. Canada placing 25% tariffs on US
5. Mexico preparing retaliatory tariffs against the US
But here’s the real question:
How does China respond? They
时政
( twitter.com)

11个月前 • The Kobeissi Letter • -- 点击 0 评论

Let’s make America Greater. and Elon Musk can do this
“So if we solve government spending, your grocery bill stays the same, your mortgage payment goes down, your car payment goes down, and your credit card bill goes down. This is what the people of America want. This
btc
( twitter.com)

11个月前 • Tesla Owners Silicon Valley • -- 点击 0 评论

🚨🇺🇸TREASURY SEC. BESSENT: ELON AND I ARE COMPLETELY ALIGNED
“This Doge program is one of the most important audits of government or changes to government structure we have seen.
When President Trump came in, there's a big agenda, and I think that there are gigantic cost
btc
( twitter.com)

10个月前 • Mario Nawfal • -- 点击 0 评论

South Africa is confiscating land, and treating certain classes of people VERY BADLY. It is a bad situation that the Radical Left Media doesn’t want to so much as mention. A massive Human Rights VIOLATION is happening, for all to see. The United States won’t stand for it - We
btc
( twitter.com)

10个月前 • Donald J. Trump Posts From His Truth Social • -- 点击 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

PRESIDENT TRUMP: We have people who don't show up to work and nobody even knows if they work for the government so by asking the question 'tell us what you did this week,' what [Elon's] doing is saying are you actually working. If you don't answer, you're fired. btc ( twitter.com)

btc

ELON: WE MUST PUT AN END TO THE TYRANNY OF THE BUREAUCRACY “In order for us to be a true democracy, a functioning democracy, the government must be responsive to the people. That's literally what democracy means. However, when you have a vast unelected bureaucracy that is not btc ( twitter.com)

btc

NEW: Elon Musk and Joe Rogan discuss George Soros and the multi-billion dollar fraud of government-funded non-governmental organizations (NGOs). "We saw one person getting $1.9 billion sent to their NGO, which was formed a year ago and had no prior activity." "If you have a btc ( twitter.com)

btc

I’m hoping Trump mentions DOGE and cost cutting efforts for streamlining the government. Given that the United States is over $36 Trillion in debt I think we need to keep that as a core focus. I would also like to see more statements emphasizing the importance of colorblindness btc ( twitter.com)

btc

DOGE may have uncovered over $1 Trillion in Social Security fraud?! Over 73% of Americans approve of what DOGE is doing b/c they’re sick of paying taxes to fund these thieves This is why we need the DOGE Act - to make these fraud protections permanent Biden passed the btc ( twitter.com)

btc

DOGE is going to make significant progress towards balancing our federal budget. Our budget deficit is $2 trillion per year, $1 trillion of which is interest on the $36 trillion in debt. The DOGE crew is finding hundreds of billions of $$$ in waste and fraud. We need to make btc ( twitter.com)

btc

After a 6 week review we are officially cancelling 83% of the programs at USAID. The 5200 contracts that are now cancelled spent tens of billions of dollars in ways that did not serve, (and in some cases even harmed), the core national interests of the United States. In 时政 ( twitter.com)

时政

是的，我们会推出一个垃圾商店，只能使用rubbish代币来进行购买，目的是回收市场上的rubbish代币 Yes, we will launch a rubbish shop where only junk tokens can… 推特中文圈 ( twitter.com)

推特中文圈

送福利啦，最近Free mint大火，错过Digi看下面这个了 意大利远东电影节获奖独立电影《We Are Living Things》发行的NFT，总量1000，Free Mint 官网：… 币圈 ( twitter.com)

币圈

安倍首相的葬礼今天举行！您的失去是对世界的损失！您留下的宝贵的政治遗产日本一定能传承下去！ Sayonara Abe ! We will miss you ! 视频 ( twitter.com)

视频

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

SpaceX has assembled the most talented team of space vehicle innovators, builders, and operators the world has ever seen. I may be biased, but I truly believe this. And we are just getting started. Our future in space has never been brighter! If you have a passion for space, btc ( twitter.com)

btc

If the electorate doesn't hold congress accountable to reducing the deficit, and start paying down the debt, Bitcoin is going to take over as reserve currency. I love Bitcoin, but a strong America is also super important for the world. We need to get our finances under control. btc ( twitter.com)

btc

btc

I’d vote for it if we got real spending cuts. But this bill is the largest debt increase in U.S. history—$5T. That’s like giving your 16-year-old a credit card, watching them rack up $2K on booze and gambling, then raising their limit to $10K. Irresponsible. btc ( twitter.com)

btc

"We have completed our very successful attack on the three Nuclear sites in Iran, including Fordow, Natanz, and Esfahan. All planes are now outside of Iran air space. A full payload of BOMBS was dropped on the primary site, Fordow. All planes are safely on their way home. 时政 ( twitter.com)

时政

Former NASA astronaut Charles Camarda just gave HUGE props to Elon Musk for what he's done in the space industry: "Elon Musk saved the U.S. space program." "If it weren't for Elon Musk, we would not be able to fly U.S. Astronauts from U.S. soil to the International Space btc ( twitter.com)

btc

Nothing like watching humans escape the boundaries of our planet. Some of the best boost-back & RTLS footage I’ve seen. Missions like this bring us together & fuel excitement for what we may discover in the great unknown. Wishing Crew-10 success & Godspeed on their expedition! btc ( twitter.com)

btc

Chuck Schumer admits the quiet part out loud— Democrat-appointed judges are really activists who are there to stop Trump: "We did put 235 judges, progressive judges, judges not under the control of Trump, last year on the bench, and they are ruling against Trump time after time btc ( twitter.com)

btc

We Now Have: 1. US placing 25% tariffs on Canada 2. US placing 25% tariffs on Mexico 3. US placing 10% tariffs on China 4. Canada placing 25% tariffs on US 5. Mexico preparing retaliatory tariffs against the US But here’s the real question: How does China respond? They 时政 ( twitter.com)

时政

Let’s make America Greater. and Elon Musk can do this “So if we solve government spending, your grocery bill stays the same, your mortgage payment goes down, your car payment goes down, and your credit card bill goes down. This is what the people of America want. This btc ( twitter.com)

btc

btc

South Africa is confiscating land, and treating certain classes of people VERY BADLY. It is a bad situation that the Radical Left Media doesn’t want to so much as mention. A massive Human Rights VIOLATION is happening, for all to see. The United States won’t stand for it - We 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 )