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 199

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

Sad news! Yesterday a large number of our domains were seized again. We should highlight that the majority of the seized domains were not mirrors of the Z-Library website, but they were separate sub-projects, containing only #books in rare languages of the world, and their…
时政
( twitter.com)

2年前 • Z-Library Official 0 评论

Putting aside whatever you think of it is time for him to step aside and allow other candidates to emerge.
We are in an extremely unstable, high-risk world. The job of the president is a high-stress, contact sport that requires extraordinary judgment, leadership, and…
时政
( twitter.com)

2年前 • Bill Ackman 0 评论

韩国女生“哈哈我是中国人，没有啦玩笑话，我韩国的”
菲律宾男生“哦哦不好意思，你知道的，We Asians are brothers and sisters”
就，特别暖。
推特中文圈
( twitter.com)

4年前 • twitter机器人 0 评论

We here in New Jersey are at our wits end with the complete absence of answers on drone activity over our neighborhoods. The federal government should either explain if these are our government’s assets in practice or, if these are truly unknown flights, responsibly remove one
时政
( twitter.com)

1年前 • Congressman Tom Kean 0 评论

We are excited to announce the launch of our meme coin $LI on Solana to support the continued operation of our account.
$LI will be structured as a foundation, with plans to invite more industry professionals as foundation members. The foundation will manage expenses through a
时政
( twitter.com)

1年前 • Li 0 评论

In line with my commitment to restoring sanity to the FAA will resume using the term “Notice to Airmen” instead of “Notice to Air Missions.”
Also, pilot charts will now reference the Gulf of America and Mt. McKinley. Thanks to President Trump, we are taking back our
btc
( twitter.com)

11个月前 • Secretary Sean Duffy 0 评论

I’ve been thinking about ways to hold the judicial insurrectionists accountable
Perhaps we need a law providing that when someone seeks a nationwide injunction against the government, it must go to a three-judge district court with a direct appeal to SCOTUS
Share if you agree
btc
( twitter.com)

11个月前 • Mike Lee 0 评论

Joint statement from the Nordic-Baltic leaders:
We stand fully and firmly behind Ukraine. Ukraine must be able to prevail against Russia’s war of aggression, to ensure a just and lasting peace. The outcome of the war will have fundamental and long-lasting effects on European and
时政
( twitter.com)

11个月前 • SwedishPM 0 评论

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)

11个月前 • 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)

11个月前 • 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)

11个月前 • 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)

11个月前 • 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)

11个月前 • Elon Musk 0 评论

They are so cute! 😂😂
This image is a powerful metaphor that shows how often we can feel 'stuck' by our own mental barriers.
It reminds us of the importance of taking a step back, reassessing the situation and realizing that the door is open.
有趣
( twitter.com)

1年前 • The Figen 0 评论

Here's my conversation with Volodymyr Zelenskyy (
It was an intense and heartfelt conversation, my goal for which was to do my small part in pushing for peace.
We spoke in a mix of 3 languages: English, Ukrainian, and Russian. It's fully dubbed in each of those 3
时政
( twitter.com)

1年前 • Lex Fridman • 下载视频 0 评论

03:06:39

I've verified from reliable sources. New visual Turing Test: this is a real robot demo! The controller is a neural net trained in Isaac simulator using reinforcement learning and then sim2real. Reward engineering is all you need.
Walking gait's got swag but we need these robots
时政
( twitter.com)

1年前 • Jim Fan • 下载视频 0 评论

00:00:06

TikTok refugees are moving to another Chinese App, Xiaohongshu:
"I'm a TikTok refugee and the US govt is banning TikTok, so we're looking for alternatives. Americans are more supportive of China than you might think. We appreciate Chinese culture, such as the Three-Body and Black
时政
( twitter.com)

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

00:00:51

chinese american muslim here. i'm old. i love my ppl. been to china a lot. followed tiananmen on english & chinese language media. wrote a thesis on tiananmen protest poetry. done research on uyghurs.
FYI: just bec we lie abt everything, doesn't mean they don't.
read these.
时政
( twitter.com)

1年前 • Sylvia Chan-Malik 0 评论

Our NYC Conference was a huge success! Dozens of activists joined for workshops on grassroots organizing & strategic nonviolence—leaving inspired to take action for Tibet. Many are already planning to launch chapters, and we can’t wait to see their initiatives come to life! 💪🌏
时政
( twitter.com)

1年前 • Students for a Free Tibet 0 评论

My absolute favorite mic drop moment from press conference was when Karoline Leavitt completely destroyed KJP and the Legacy Media’s lies to their faces:
"We are correcting the lies and the wrongs that have been committed over the past four years. Lies told to you from this
btc
( twitter.com)

1年前 • Benny Johnson • 下载视频 0 评论

00:00:55

This morning I ordered precision Military air strikes on the Senior ISIS Attack Planner and other terrorists he recruited and led in Somalia. These killers, who we found hiding in caves, threatened the United States and our Allies. The strikes destroyed the caves they live in,
btc
( twitter.com)

1年前 • Donald J. Trump 0 评论

DEI must die
"I believe we need to return to a focus on merit. It shouldn't matter whether you're a man or a woman, your race, or your beliefs. What should matter is how skilled you are and how well you do your job."
Elon Musk
btc
( twitter.com)

1年前 • Tesla Owners Silicon Valley • 下载视频 0 评论

00:01:03

Ready to have your mind blown?
Senator John Kennedy on Elon Musk and DOGE exposing USAID, “I'll tell you what Mr. Musk discovered. I find it fascinating. He discovered:
- The American taxpayers are giving money to Afghanistan
- He found that we are giving money to Yemen
- He
btc
( twitter.com)

11个月前 • Wall Street Apes • 下载视频 0 评论

00:04:47

ELON: REGULATORY MOLASSES SLOWS DOWN OUR MULTIPLANET FUTURE
“Starship is capable of building a city on Mars and a city on the moon.
That's what it's designed to do.
But we're being massively slowed down by regulatory molasses.
I'll tell you a crazy thing.
We got fined
btc
( twitter.com)

11个月前 • Mario Nawfal • 下载视频 0 评论

00:01:00

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)

11个月前 • Charlie Kirk • 下载视频 0 评论

00:05:33

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

Sad news! Yesterday a large number of our domains were seized again. We should highlight that the majority of the seized domains were not mirrors of the Z-Library website, but they were separate sub-projects, containing only #books in rare languages of the world, and their… 时政 ( twitter.com)

时政

Putting aside whatever you think of it is time for him to step aside and allow other candidates to emerge. We are in an extremely unstable, high-risk world. The job of the president is a high-stress, contact sport that requires extraordinary judgment, leadership, and… 时政 ( twitter.com)

时政

韩国女生“哈哈我是中国人，没有啦玩笑话，我韩国的” 菲律宾男生“哦哦不好意思，你知道的，We Asians are brothers and sisters” 就，特别暖。 推特中文圈 ( twitter.com)

推特中文圈

时政

We are excited to announce the launch of our meme coin $LI on Solana to support the continued operation of our account. $LI will be structured as a foundation, with plans to invite more industry professionals as foundation members. The foundation will manage expenses through a 时政 ( twitter.com)

时政

In line with my commitment to restoring sanity to the FAA will resume using the term “Notice to Airmen” instead of “Notice to Air Missions.” Also, pilot charts will now reference the Gulf of America and Mt. McKinley. Thanks to President Trump, we are taking back our btc ( twitter.com)

btc

I’ve been thinking about ways to hold the judicial insurrectionists accountable Perhaps we need a law providing that when someone seeks a nationwide injunction against the government, it must go to a three-judge district court with a direct appeal to SCOTUS Share if you agree btc ( twitter.com)

btc

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

They are so cute! 😂😂 This image is a powerful metaphor that shows how often we can feel 'stuck' by our own mental barriers. It reminds us of the importance of taking a step back, reassessing the situation and realizing that the door is open. 有趣 ( twitter.com)

有趣

Here's my conversation with Volodymyr Zelenskyy ( It was an intense and heartfelt conversation, my goal for which was to do my small part in pushing for peace. We spoke in a mix of 3 languages: English, Ukrainian, and Russian. It's fully dubbed in each of those 3 时政 ( twitter.com)

时政

时政

时政

chinese american muslim here. i'm old. i love my ppl. been to china a lot. followed tiananmen on english & chinese language media. wrote a thesis on tiananmen protest poetry. done research on uyghurs. FYI: just bec we lie abt everything, doesn't mean they don't. read these. 时政 ( twitter.com)

时政

时政

My absolute favorite mic drop moment from press conference was when Karoline Leavitt completely destroyed KJP and the Legacy Media’s lies to their faces: "We are correcting the lies and the wrongs that have been committed over the past four years. Lies told to you from this btc ( twitter.com)

btc

This morning I ordered precision Military air strikes on the Senior ISIS Attack Planner and other terrorists he recruited and led in Somalia. These killers, who we found hiding in caves, threatened the United States and our Allies. The strikes destroyed the caves they live in, btc ( twitter.com)

btc

DEI must die "I believe we need to return to a focus on merit. It shouldn't matter whether you're a man or a woman, your race, or your beliefs. What should matter is how skilled you are and how well you do your job." Elon Musk btc ( twitter.com)

btc

Ready to have your mind blown? Senator John Kennedy on Elon Musk and DOGE exposing USAID, “I'll tell you what Mr. Musk discovered. I find it fascinating. He discovered: - The American taxpayers are giving money to Afghanistan - He found that we are giving money to Yemen - He btc ( twitter.com)

btc

ELON: REGULATORY MOLASSES SLOWS DOWN OUR MULTIPLANET FUTURE “Starship is capable of building a city on Mars and a city on the moon. That's what it's designed to do. But we're being massively slowed down by regulatory molasses. I'll tell you a crazy thing. We got fined 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

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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 )