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 159

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

Preparation for Music City Loop continues with controlled blasting to excavate the TBM launch shaft - the final depth will allow tunneling safely beneath existing utilities.
We greatly appreciate the partnership and oversight from and the
btc
( twitter.com)

2个月前 • The Boring Company • 下载视频 0 评论

00:00:06

Warren Buffett's Berkshire Hathaway now has $382 billion in cash.
That's not even enough to cover debt taken on by the US government in October 2025 alone, at $602 BILLION.
We must end deficit spending.
时政
( twitter.com)

3个月前 • The Kobeissi Letter 0 评论

Photorealistic Video Generation with Diffusion Models
paper:
present W.A.L.T, a transformer-based approach for photorealistic video generation via diffusion modeling. Our approach has two key design decisions. First, we use a causal encoder to jointly…
时政
( walt-video-diffusion.github.io)

2年前 • AK • 下载视频 0 评论

00:00:43

China’s upcoming Universal Periodic Review gives the an opportunity to raise cases of arbitrarily detained political prisoners and unjustly detained Americans. We urge to work with allies to raise specific cases by name. #FreeThemAll #UPR.
时政
( twitter.com)

2年前 • China Commission 0 评论

Ten years ago Ukrainians made their choice, a choice of independence, democracy, and unity with the whole world. This choice remains unchanged. Together, in unity, we will protect our country and people.
🇺🇦🇺🇦🇺🇦
____
时政
( twitter.com)

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

00:01:20

We are honored to stand together with other human rights organizations and
to support HR7521, Protecting Americans from Foreign Adversary Controlled Applications Act。It should pass the House and become law in most expedited way.…
时政
( twitter.com)

1年前 • 周锋锁 Fengsuo Zhou 0 评论

“It makes no sense that we restrict the export of sensitive technologies to China but allow Wall Street to fund Chinese companies trying to overtake us in these same technologies with clear military applications.” - Chairman
时政
( www.washingtonpost.com)

2年前 • The Select Committee on the CCP 0 评论

1/7 According to , the #USAF conducted a new #ARRW hypersonic glider test on Oct. 12th, providing very few details about it.

However, based on opensource data, we can learn several things about it👇

时政
( www.airandspaceforces.com)

2年前 • M51.4ever 0 评论

It's officially been 24 hours since the OpenAI DevDay announcements.
The leaks were true. The way we use ChatGPT is about to completely change.
Here are 12 shocking things people have already built (early access):
时政
( twitter.com)

2年前 • Rowan Cheung 0 评论

So it’s news that we won the Dutch elections.
Get used to it.
Many more European countries will follow.
Freedom and patriotism - our own nations and people first - is the new political reality.
#Wilders #PVV
时政
( twitter.com)

2年前 • Geert Wilders 0 评论

Kissinger is dead. He set US China policy for the late Cold War and beyond. Only in the last 5 years have we seen the full consequences — and costs — of his influence.
A thread 🧵
时政
( twitter.com)

2年前 • Pete Millwood 米维德 0 评论

Muslims and Christians shared a two-kilometer-long table in the streets of Antwerp, Belgium, as Ramadan and Easter coincided: "We are a very nice example of how it can go in a different way."
时政
( twitter.com)

1年前 • DW News • 下载视频 0 评论

00:00:44

Deputy Secretary of State Kurt Campbell recently stated that "Russia has almost completely reconstituted militarily." Frontelligence Insight has diligently observed Russian forces, their composition, and available resources. We would like to share several important points:
时政
( twitter.com)

1年前 • Tatarigami_UA 0 评论

𝗖𝗮𝘂𝘀𝗮𝘁𝗶𝗼𝗻
To understand what is causation and what is a causal mechanism, we need to read philosophers. And these are a few books that provide a good sense of the current state of discussion.👇
时政
( twitter.com)

1个月前 • Gerardo L. Munck 0 评论

Not many people know this, but the company behind Manus is Butterfly Effect.
In that small office, we pressed the launch button—never imagining how one small move could change the course ahead.
Keep shipping!
时政
( twitter.com)

1个月前 • hidecloud 0 评论

We projected this message across #London because it can't be ignored.
A British citizen.
1,854 days in prison.
A prime minister is flying to #Beijing with the power to act. #FreeJimmyLai
➡️ Read more here:
时政
( thecfhk.org)

3天前 • The Committee for Freedom in Hong Kong Foundation • 下载视频 0 评论

00:01:04

Spreading some Chinese love today!! 感谢您成为我们现实生活中的白雪公主，并教会我们什么是无畏、公平、勇敢和真实。你是如此被爱！💖💖💖
图片
( twitter.com)

2年前 • mía⚡️ (Taylor’s version) (she/her/hers) 0 评论

今日加州：民众聚集在 Sacramento 反对强制疫苗抗议游行，罢免纽森的喊声此起彼伏！支持勇敢正义的民众！

California Today: People gathered in Sacramento to protest…
推特中文圈
( twitter.com)

4年前 • twitter机器人 0 评论

小年到，盼冬奥！北京冬奥会倒计时10天，一曲《雪龙吟》，喜迎八方来客。一起向未来，我们北京见！
TODAY is Little Year, 10 Days countdown to Beijing Winter Olympics,…
时政
( twitter.com)

4年前 • twitter机器人 0 评论

‼️ You have to see it to believe it: today, the UN lowered its flag in honor of Iran’s mass-murdering President and Foreign Minister. Unbelievable!
This is beyond disgraceful. It is an offense to true supporters of human rights worldwide.
The next time the UN issues a
时政
( twitter.com)

1年前 • Ambassador Gilad Erdan גלעד ארדן • 下载视频 0 评论

00:01:48

This video was posted by Russian propagandists today. A Russian drone is adjusting a fire with four guided thermobaric bombs on the position of one of our brigades near the village of Lyptsi, a key village on the approaches to Kharkiv.
The small landing is literally demolished by
时政
( twitter.com)

1年前 • Anton Gerashchenko • 下载视频 0 评论

00:00:11

I’m horrified by the way President Zelensky was treated by Trump and Vance in their Oval Office meeting today. Once again, Ukraine is a democratic ally that was invaded by Russia.
It is stunning that the US is now siding with dictators and not standing up for freedom,
时政
( twitter.com)

11个月前 • U.S. Rep. Brittany Pettersen 0 评论

I am very excited to announce what may be the greatest feature ever created on Whop.
Introducing, Content Rewards 📣
A lot of people who build awesome product aren't good at marketing.
This changes today –
Creators on Whop can now pay their userbase to make them go viral.
时政
( twitter.com)

11个月前 • Steven Schwartz • 下载视频 0 评论

00:00:50

Today, a brilliant operation was carried out. The preparation took over a year and a half. What’s most interesting, is that the “office” of our operation on Russian territory was located directly next to FSB headquarters in one of their regions.
In total, 117 drones were used in
时政
( twitter.com)

8个月前 • Volodymyr Zelenskyy / Володимир Зеленський • 下载视频 0 评论

00:06:07

六四36周年，用漫画对抗遗忘！
Today marks the 36th anniversary of Tiananmen Massacre. In our graphic novel 'YOU MUST TAKE PART IN REVOLUUTION' (co-author with ), I use art to fight against China's erase of the memory！
Learn more about the
时政
( twitter.com)

8个月前 • 巴丢草 Bad ї ucao 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

Preparation for Music City Loop continues with controlled blasting to excavate the TBM launch shaft - the final depth will allow tunneling safely beneath existing utilities. We greatly appreciate the partnership and oversight from and the btc ( twitter.com)

btc

Warren Buffett's Berkshire Hathaway now has $382 billion in cash. That's not even enough to cover debt taken on by the US government in October 2025 alone, at $602 BILLION. We must end deficit spending. 时政 ( twitter.com)

时政

Photorealistic Video Generation with Diffusion Models paper: present W.A.L.T, a transformer-based approach for photorealistic video generation via diffusion modeling. Our approach has two key design decisions. First, we use a causal encoder to jointly… 时政 ( walt-video-diffusion.github.io)

时政

China’s upcoming Universal Periodic Review gives the an opportunity to raise cases of arbitrarily detained political prisoners and unjustly detained Americans. We urge to work with allies to raise specific cases by name. #FreeThemAll #UPR. 时政 ( twitter.com)

时政

Ten years ago Ukrainians made their choice, a choice of independence, democracy, and unity with the whole world. This choice remains unchanged. Together, in unity, we will protect our country and people. 🇺🇦🇺🇦🇺🇦 ____ 时政 ( twitter.com)

时政

We are honored to stand together with other human rights organizations and to support HR7521, Protecting Americans from Foreign Adversary Controlled Applications Act。It should pass the House and become law in most expedited way.… 时政 ( twitter.com)

时政

“It makes no sense that we restrict the export of sensitive technologies to China but allow Wall Street to fund Chinese companies trying to overtake us in these same technologies with clear military applications.” - Chairman 时政 ( www.washingtonpost.com)

时政

1/7 According to , the #USAF conducted a new #ARRW hypersonic glider test on Oct. 12th, providing very few details about it. However, based on opensource data, we can learn several things about it👇 时政 ( www.airandspaceforces.com)

时政

It's officially been 24 hours since the OpenAI DevDay announcements. The leaks were true. The way we use ChatGPT is about to completely change. Here are 12 shocking things people have already built (early access): 时政 ( twitter.com)

时政

So it’s news that we won the Dutch elections. Get used to it. Many more European countries will follow. Freedom and patriotism - our own nations and people first - is the new political reality. #Wilders #PVV 时政 ( twitter.com)

时政

Kissinger is dead. He set US China policy for the late Cold War and beyond. Only in the last 5 years have we seen the full consequences — and costs — of his influence. A thread 🧵 时政 ( twitter.com)

时政

Muslims and Christians shared a two-kilometer-long table in the streets of Antwerp, Belgium, as Ramadan and Easter coincided: "We are a very nice example of how it can go in a different way." 时政 ( twitter.com)

时政

Deputy Secretary of State Kurt Campbell recently stated that "Russia has almost completely reconstituted militarily." Frontelligence Insight has diligently observed Russian forces, their composition, and available resources. We would like to share several important points: 时政 ( twitter.com)

时政

𝗖𝗮𝘂𝘀𝗮𝘁𝗶𝗼𝗻 To understand what is causation and what is a causal mechanism, we need to read philosophers. And these are a few books that provide a good sense of the current state of discussion.👇 时政 ( twitter.com)

时政

Not many people know this, but the company behind Manus is Butterfly Effect. In that small office, we pressed the launch button—never imagining how one small move could change the course ahead. Keep shipping! 时政 ( twitter.com)

时政

We projected this message across #London because it can't be ignored. A British citizen. 1,854 days in prison. A prime minister is flying to #Beijing with the power to act. #FreeJimmyLai ➡️ Read more here: 时政 ( thecfhk.org)

时政

Spreading some Chinese love today!! 感谢您成为我们现实生活中的白雪公主，并教会我们什么是无畏、公平、勇敢和真实。 你是如此被爱！💖💖💖 图片 ( twitter.com)

图片

今日加州：民众聚集在 Sacramento 反对强制疫苗抗议游行，罢免纽森的喊声此起彼伏！支持勇敢正义的民众！ California Today: People gathered in Sacramento to protest… 推特中文圈 ( twitter.com)

推特中文圈

小年到，盼冬奥！北京冬奥会倒计时10天，一曲《雪龙吟》，喜迎八方来客。一起向未来，我们北京见！ TODAY is Little Year, 10 Days countdown to Beijing Winter Olympics,… 时政 ( twitter.com)

时政

‼️ You have to see it to believe it: today, the UN lowered its flag in honor of Iran’s mass-murdering President and Foreign Minister. Unbelievable! This is beyond disgraceful. It is an offense to true supporters of human rights worldwide. The next time the UN issues a 时政 ( twitter.com)

时政

时政

I’m horrified by the way President Zelensky was treated by Trump and Vance in their Oval Office meeting today. Once again, Ukraine is a democratic ally that was invaded by Russia. It is stunning that the US is now siding with dictators and not standing up for freedom, 时政 ( twitter.com)

时政

I am very excited to announce what may be the greatest feature ever created on Whop. Introducing, Content Rewards 📣 A lot of people who build awesome product aren't good at marketing. This changes today – Creators on Whop can now pay their userbase to make them go viral. 时政 ( twitter.com)

时政

时政

六四36周年，用漫画对抗遗忘！ Today marks the 36th anniversary of Tiananmen Massacre. In our graphic novel 'YOU MUST TAKE PART IN REVOLUUTION' (co-author with ), I use art to fight against China's erase of the memory！ Learn more about the 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 )