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 200

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

Liz Cheney: “Every Republican donor who’s giving him money needs to be held accountable for the fact that they’re giving money to someone who has said publicly he thinks we can terminate the Constitution.
He did attempt to overturn an election. He’s been found liable for sexual…
时政
( twitter.com)

2年前 • Republicans against Trump 0 评论

I am starting two important days. Meetings with partners in Germany and France, new agreements, and the Munich Security Conference. A new security architecture for Ukraine, as well as new opportunities. We are making every effort to end the war as soon as possible on fair…
时政
( twitter.com)

1年前 • Volodymyr Zelenskyy / Володимир Зеленський 0 评论

“Putin is a traitor to Russia
Hundreds of thousands of our soldiers are dead. He’s killing Ukrainian children too.
We need to rise up against him. There’s 140 mln of us. I’m not afraid. I’m too old for that.”
82-y-o Russian woman after Navalny’s murder
时政
( twitter.com)

1年前 • Visegrád 24 • 下载视频 0 评论

00:01:35

Putin cannot be allowed to quietly slaughter everyone who believes in a better #Russia. All democratic governments must fight for the release of Vladimir Putin is afraid of him, poisoned him twice, but did not break him. Vladimir must know that we all are with him.
时政
( twitter.com)

1年前 • Linas Linkevicius 0 评论

On this grim second anniversary of Putin’s invasion I am honoured to be here in Ukraine. With their indomitable courage I have no doubt that the Ukrainians will win and expel Putin’s forces - provided we give them the military, political and economic help that they need.
时政
( twitter.com)

1年前 • Boris Johnson 0 评论

We are preparing to continue our very intensive international work in the following weeks. There will be new agreements to strengthen our warriors, our cities' protection, and our state's position.
I thank everyone in the world who helps us. I am grateful to everyone who defends…
时政
( twitter.com)

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

00:03:38

BREAKING: President Biden hits Donald Trump where it hurts by tearing into him for his insane Christian fascist beliefs on abortion — a lynchpin issue that might just win the election for Democrats.
This EXACTLY the kind of fiery attack we need...
"In his own words Donald Trump…
时政
( twitter.com)

1年前 • Occupy Democrats 0 评论

Whether it’s the attempted annexation of Crimea, the downing of MH17, the full-scale war, mass atrocities in Bucha, or ruining the Grain Deal, Russian strategy is the same: kill, lie, and deny. At UNSC, I stressed we need an opposite strategy: strength, truth, and accountability.
时政
( twitter.com)

2年前 • Dmytro Kuleba 0 评论

Russia’s attack on 🇺🇦 grain is an attack on millions of people’s food supply across the world.
We failed to enforce a humanitarian evacuation corridor after RU destroyed Kakhovka Dam. Enough. It’s time for an intl coalition to enforce a humanitarian corridor for 🇺🇦 grain exports.
时政
( twitter.com)

2年前 • Jessica Berlin 0 评论

So Qin Gang’s meeting with in Beijing in June, which we witnessed, never happened. Nor did any of his other public meetings as foreign minister. And Qin Gang had a long career in the foreign ministry and was a spokesperson before this episode (whatever it was).
时政
( twitter.com)

2年前 • Edward Wong 0 评论

From now on, NATO and Ukraine will meet in the NATO-Ukraine Council to discuss and decide as equals. This is a significant step to move Ukraine closer to NATO. 

As Ukraine continues to liberate territory, we will stand by them. For as long as it takes.
时政
( twitter.com)

2年前 • U.S. Mission to NATO 0 评论

After speaking to Elmer Yuen on “Hong Kong Parliament”, there are a few issues:
1. Its role is to write a “constitution”, details unclear
2. Asked about funds and whether the MPs are paid, he just said “funds will come as we do it”
1/2

时政
( www.voacantonese.com)

2年前 • Kris Cheng 0 评论

Just to be clear, Biden freed these hostages, who Trump left to rot and did nothing for, and part of the deal is that he unfroze some Iranian assets we had seized. No US tax dollars used. Something Fox won’t mention and their audience won’t know.
时政
( twitter.com)

2年前 • Ron Filipkowski 0 评论

Securing America's borders is absolutely critical. But we don’t want to build a great wall around ourselves and let Putin take over Europe and Xi Jinping rule Asia & Africa.

The United States is the global leader in freedom and democracy. Our security and prosperity depend on…
时政
( twitter.com)

2年前 • John Zhang🇺🇸🇺🇦🇬🇧 0 评论

BREAKING NEWS: Cassidy Hutchinson has EXPOSED Jim Jordan’s intimate involvement with January 6.

We GOT you red handed Jim!

You need to be barred from running and in prison!

In her book, Hutchinson reveals that Trump took a phone call with Jim Jordan at a pivotal moment -…
时政
( twitter.com)

2年前 • Tamie Wilson for US Congress (OH-4) 0 评论

❗️ Statement from the NEXTA Editorial Board

Apparently 𝕏 sent our account to a shadow ban. This happened after we started covering the military conflict in #Israel.

Even readers who are already subscribed to us can't find our account through the search tab on the platform.…
时政
( twitter.com)

2年前 • NEXTA 0 评论

When Hamas terrorists attacked a Bedouin Muslim family from Rahat, the father yelled to them “we are Arabs!” to which they replied “you are more Jewish than Jews!”. The terrorists then murdered the father, and shot 5-year-old Atallah.

Police arrived and the paramedic determined…
时政
( twitter.com)

2年前 • Yael Bar tur 0 评论

We the IDF are facilitating the entry of water, food, medicine and medical equipment for the civilians of Gaza.

This is a war between Hamas—a terrorist organization—and the IDF, who are responding to the October 7 Massacre.

Listen as IDF Spokesperson, RAdm. Daniel Hagari…
时政
( twitter.com)

2年前 • Israel Defense Forces • 下载视频 0 评论

00:01:52

BREAKING: 🇮🇪 Ireland's PM says 'Israel has the right to defend itself, has the right to go after Hamas, that they cannot do this again. What I’m seeing unfolding at the moment isn’t just self-defense. It looks, resembles, something more approaching revenge. That’s not where we…
时政
( twitter.com)

2年前 • The Spectator Index 0 评论

In Abrams we trust.

Wczoraj rozgorzała dyskusja wokół tego co zamieściła za Le Monde .
W artykule jest wzmianka o 600 czołgach ROCZNIE w UWZ (rodzina T-72/90) oraz Omsku (T-80)
I owszem to jest możliwe.
Ale nie jako produkcja nowych maszyn a jako produkcja…
时政
( twitter.com)

2年前 • Jarosław Wolski 0 评论

Painting(oil/acrylic/canvas). " Rihab Allawi (in black) was my family" said my friend #MazenAlHamada , "she was tortured to death by the #Assad regime. We loved her, and he stole her life."
Mazen and thousands of others missing in the war criminal's hell holes
1,353 days
#Syria
时政
( twitter.com)

2年前 • Marc Nelson 🌊 🇺🇦 0 评论

Nikki Haley on Vivek Ramaswamy: "He doesn't think that we need to be helping Israel. He sides with Putin and thinks that Ukraine doesn't matter. He's okay with giving Taiwan to China...He has proven that he's just not worthy of being President of the United States."
时政
( twitter.com)

2年前 • Republican Accountability • 下载视频 0 评论

00:01:02

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

During a debate last night at a Muslim student began screaming at a Jewish student “We will do what happened on October 7th Again and Again. Allahu Akbar.”
The Jewish student responded “I only have love for everyone, Jews, Muslim, do you have love for me?”
时政
( twitter.com)

2年前 • Oli London • 下载视频 0 评论

00:00:30

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

I am starting two important days. Meetings with partners in Germany and France, new agreements, and the Munich Security Conference. A new security architecture for Ukraine, as well as new opportunities. We are making every effort to end the war as soon as possible on fair… 时政 ( twitter.com)

时政

“Putin is a traitor to Russia Hundreds of thousands of our soldiers are dead. He’s killing Ukrainian children too. We need to rise up against him. There’s 140 mln of us. I’m not afraid. I’m too old for that.” 82-y-o Russian woman after Navalny’s murder 时政 ( twitter.com)

时政

Putin cannot be allowed to quietly slaughter everyone who believes in a better #Russia. All democratic governments must fight for the release of Vladimir Putin is afraid of him, poisoned him twice, but did not break him. Vladimir must know that we all are with him. 时政 ( twitter.com)

时政

On this grim second anniversary of Putin’s invasion I am honoured to be here in Ukraine. With their indomitable courage I have no doubt that the Ukrainians will win and expel Putin’s forces - provided we give them the military, political and economic help that they need. 时政 ( twitter.com)

时政

时政

时政

时政

时政

So Qin Gang’s meeting with in Beijing in June, which we witnessed, never happened. Nor did any of his other public meetings as foreign minister. And Qin Gang had a long career in the foreign ministry and was a spokesperson before this episode (whatever it was). 时政 ( twitter.com)

时政

From now on, NATO and Ukraine will meet in the NATO-Ukraine Council to discuss and decide as equals. This is a significant step to move Ukraine closer to NATO. As Ukraine continues to liberate territory, we will stand by them. For as long as it takes. 时政 ( twitter.com)

时政

After speaking to Elmer Yuen on “Hong Kong Parliament”, there are a few issues: 1. Its role is to write a “constitution”, details unclear 2. Asked about funds and whether the MPs are paid, he just said “funds will come as we do it” 1/2 时政 ( www.voacantonese.com)

时政

Just to be clear, Biden freed these hostages, who Trump left to rot and did nothing for, and part of the deal is that he unfroze some Iranian assets we had seized. No US tax dollars used. Something Fox won’t mention and their audience won’t know. 时政 ( twitter.com)

时政

时政

BREAKING NEWS: Cassidy Hutchinson has EXPOSED Jim Jordan’s intimate involvement with January 6. We GOT you red handed Jim! You need to be barred from running and in prison! In her book, Hutchinson reveals that Trump took a phone call with Jim Jordan at a pivotal moment -… 时政 ( twitter.com)

时政

时政

时政

时政

时政

In Abrams we trust. Wczoraj rozgorzała dyskusja wokół tego co zamieściła za Le Monde . W artykule jest wzmianka o 600 czołgach ROCZNIE w UWZ (rodzina T-72/90) oraz Omsku (T-80) I owszem to jest możliwe. Ale nie jako produkcja nowych maszyn a jako produkcja… 时政 ( twitter.com)

时政

时政

Nikki Haley on Vivek Ramaswamy: "He doesn't think that we need to be helping Israel. He sides with Putin and thinks that Ukraine doesn't matter. He's okay with giving Taiwan to China...He has proven that he's just not worthy of being President of the United States." 时政 ( twitter.com)

时政

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

During a debate last night at a Muslim student began screaming at a Jewish student “We will do what happened on October 7th Again and Again. Allahu Akbar.” The Jewish student responded “I only have love for everyone, Jews, Muslim, do you have love for me?” 时政 ( twitter.com)

时政

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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 )