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 173

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

Putting out fires before they spread does not seem like a serious technological challenge in a world with and
So and why don’t we start a company that uses satellites, AI, and drone technology to put out fires before they
时政
( twitter.com)

11个月前 • Bill Ackman • -- 点击 0 评论

On day one as Secretary of State, I hosted the Foreign Ministers of Australia, India, and Japan for an important meeting of the Quad. We are committed to strengthening economic opportunity and peace and security in the Indo-Pacific region.
时政
( www.state.gov)

11个月前 • Secretary Marco Rubio • -- 点击 0 评论

FCC Chair Brendan Carr: “People would be shocked if they learned how much DEI had been embedded in agencies. At the FCC alone we were spending millions and millions of dollars promoting it and thanks to President Trump's leadership, that's ending”
btc
( twitter.com)

11个月前 • America • -- 点击 • 下载视频 0 评论

00:01:25

Integration Announcement: Reservoir x World Liberty Financial
We are thrilled to announce an integration with to offer users native minting and redeeming of rUSD with USD1.
Reservoir is one of the first stablecoin protocols to enable this feature for USD1
btc
( twitter.com)

3个月前 • Reservoir • -- 点击 0 评论

Another major step toward landing Americans on the Moon’s south pole.
The progress demonstrated with today's Starship test is critical for our Artemis missions.
While we prepare for Artemis II, every flight strengthens our progress on Artemis III, and beating China
btc
( twitter.com)

2个月前 • NASA Acting Administrator Sean Duffy • -- 点击 0 评论

Looks like Trump is considering allowing exports of advanced semis to China.
Nvidia argues that its chips won’t enable PRC military modernization. So and I dug through hundreds of PLA procurement documents yesterday.
We find evidence of the opposite. 🧵
时政
( twitter.com)

2个月前 • Cole McFaul • -- 点击 0 评论

Here are the top 4 AI companies and their missions/goals:
xAI:
"Understand the universe"
- Build maximally truth-seeking AI
OpenAI:
“We build a nonprofit AI to benefit humanity"
- here comes: lies, manipulation, threats, lawfare against former employees, ⚰️
Google DeepMind:
btc
( twitter.com)

2个月前 • X Freeze • -- 点击 0 评论

When SpaceX builds 𝕄𝕠𝕠𝕟 𝔹𝕒𝕤𝕖 𝔸𝕝𝕡𝕙𝕒, a permanent human settlement, we will finally have a generation who believes in the moon landing and the accomplishments of the human spirit. Imagine never having to hear from the conspiracy denialists again!
Imagine a
btc
( twitter.com)

1个月前 • Steve Jurvetson • -- 点击 0 评论

Zelensky says Ukraine could get Tomahawks if President Trump gives the green light: “Producers are ready to sell. We also discussed other systems, not just Tomahawks, that offer strong long-range capabilities. We’re interested in a full package of options.”
时政
( twitter.com)

1个月前 • NOELREPORTS 🇪🇺 🇺🇦 • -- 点击 • 下载视频 0 评论

00:01:35

Fox gives Trump a platform during their NFL broadcast to peddle his absurd lies about "prices are coming way down", "we inherited a mess," and "our country has over $17 trillion being invested in it." Absolutely shameful for all involved.
时政
( twitter.com)

1个月前 • Aaron Rupar • -- 点击 • 下载视频 0 评论

00:00:28

Antony Blinken: "We do not support Taiwan independence."

布林肯：我们不支持台湾独立！

围观了这么多天的反贼民运们可以洗洗睡了……😄

时政
( twitter.com)

2年前 • Jacob🇨🇦 • -- 点击 • 下载视频 0 评论

00:00:23

We the people are the masters of the country!

如此简单浅显的道理东方人至今难懂！有时候道理太简单让复杂的人难懂！
视频
( twitter.com)

2年前 • 墨非 • -- 点击 • 下载视频 0 评论

00:01:23

现在我们想知道为什么高度接种疫苗的国家有 "无法解释的 "超额死亡率。
now we wonder why highly vaccinated nations have ‘unexplainable’ excess mortali…
推特中文圈
( twitter.com)

2年前 • KL8387（紅葉🍁） • -- 点击 0 评论

The absurdity knows no bounds:
Israel:
“They massacred, beheaded, and raped our women and children!”
The international community: “Yea, we don’t care until you prove it!”
“Ok, here are the testimonials.”
“Sorry, not good enough.”
“Sure. Photos.”
“Fake.”
“Ok, here’s video…
时政
( twitter.com)

2年前 • Hillel Fuld • -- 点击 0 评论

We have a catastrophe at our southern border and it’s affecting the entire country.
From Texas to New York, schoolchildren to veterans - we’re all impacted by this crisis.
It has to stop. Americans and America’s border security must come first.
时政
( twitter.com)

1年前 • Speaker Mike Johnson • -- 点击 • 下载视频 0 评论

00:01:37

Last night I addressed the Wake County Public School Board. Urgent issues remain unaddressed. Educational leaders MUST be accountable and competent. Our children are our future; prioritizing student achievement is a paramount. We must ensure a quality upbringing for our youth.
时政
( twitter.com)

1年前 • Kenny Xu • -- 点击 • 下载视频 0 评论

00:02:57

I hosted a delegation from the United States House of Representatives to discuss the battlefield situation, our soldiers' urgent needs, air defense strengthening, and cooperation on joint production of modern drones and electronic warfare equipment in Ukraine.
We must not back…
时政
( twitter.com)

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

00:04:33

A lively and joking Alexei Navalny appeared just fine yesterday in a video link from his penal colony during his court hearing. Now we are supposed to believe that he just died due to ill health while on a walk. 🤯
时政
( twitter.com)

1年前 • Theresa Fallon • -- 点击 0 评论

HERE WE GO AGAIN:
#Chinese “maritime militia” vessels surround #Philippines Navy ship BRP Datu Tamblot and Philippine fishing boats during a mission to bring supplies and assistance to fishermen in Scarborough Shoal in the disputed #SouthChinaSea on February 16, 2024.
Via…
时政
( twitter.com)

1年前 • Indo-Pacific News - Geo-Politics & Defense News • -- 点击 0 评论

Joe Biden created a full-blown border crisis, but Donald Trump told Republicans in Congress to do nothing so he can use the issue as a political talking point.
Unacceptable. We can’t wait one more day to deal with this crisis.
时政
( twitter.com)

1年前 • Nikki Haley • -- 点击 • 下载视频 0 评论

00:01:26

While our bill says nothing about the content of speech, it is great to see the Chinese Communist Party suddenly discover a newfound appreciation for freedom of expression.
We look forward to all people in China soon having access to and
时政
( twitter.com)

1年前 • Select Committee on the Chinese Communist Party • -- 点击 0 评论

.
This evening, russians attacked a high-rise building and the Security Service of Ukraine's office in Dnipro. Terrorist russia’s missiles strike again.
Search and rescue teams are on site. As always, response efforts are as immediate as possible.
We will do…
时政
( twitter.com)

2年前 • Defense of Ukraine • -- 点击 • 下载视频 0 评论

00:01:12

60+ NGOs call for release of Chinese human rights lawyer #LuSiwei by Lao authorities.

"We are gravely concerned that he is at serious risk of forced repatriation to China where he faces high likelihood of torture and other ill-treatment."

时政
( www.nchrd.org)

2年前 • CHRD人权捍卫者 • -- 点击 0 评论

#China: It has been over 4 years since journalist and activist #HuangQi (#黄琦) was sentenced to 12 years in prison for "leaking state secrets". We are concerned for his health and call for his immediate and unconditional release. ⬇️#ReleaseHuangQi

时政
( www.pen-international.org)

2年前 • PEN International • -- 点击 0 评论

Olena and I arrived in Washington, D.C.

Important meetings ahead.

Last night, Russia launched another mass missile attack on Ukraine. I thank all of our rescuers for their immediate response.

We must work together to fully deprive Russia of its terrorist…
时政
( twitter.com)

2年前 • Volodymyr Zelenskyy / Володимир Зеленський • -- 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

Putting out fires before they spread does not seem like a serious technological challenge in a world with and So and why don’t we start a company that uses satellites, AI, and drone technology to put out fires before they 时政 ( twitter.com)

时政

On day one as Secretary of State, I hosted the Foreign Ministers of Australia, India, and Japan for an important meeting of the Quad. We are committed to strengthening economic opportunity and peace and security in the Indo-Pacific region. 时政 ( www.state.gov)

时政

FCC Chair Brendan Carr: “People would be shocked if they learned how much DEI had been embedded in agencies. At the FCC alone we were spending millions and millions of dollars promoting it and thanks to President Trump's leadership, that's ending” btc ( twitter.com)

btc

Integration Announcement: Reservoir x World Liberty Financial We are thrilled to announce an integration with to offer users native minting and redeeming of rUSD with USD1. Reservoir is one of the first stablecoin protocols to enable this feature for USD1 btc ( twitter.com)

btc

Another major step toward landing Americans on the Moon’s south pole. The progress demonstrated with today's Starship test is critical for our Artemis missions. While we prepare for Artemis II, every flight strengthens our progress on Artemis III, and beating China btc ( twitter.com)

btc

Looks like Trump is considering allowing exports of advanced semis to China. Nvidia argues that its chips won’t enable PRC military modernization. So and I dug through hundreds of PLA procurement documents yesterday. We find evidence of the opposite. 🧵 时政 ( twitter.com)

时政

Here are the top 4 AI companies and their missions/goals: xAI: "Understand the universe" - Build maximally truth-seeking AI OpenAI: “We build a nonprofit AI to benefit humanity" - here comes: lies, manipulation, threats, lawfare against former employees, ⚰️ Google DeepMind: btc ( twitter.com)

btc

btc

Zelensky says Ukraine could get Tomahawks if President Trump gives the green light: “Producers are ready to sell. We also discussed other systems, not just Tomahawks, that offer strong long-range capabilities. We’re interested in a full package of options.” 时政 ( twitter.com)

时政

Fox gives Trump a platform during their NFL broadcast to peddle his absurd lies about "prices are coming way down", "we inherited a mess," and "our country has over $17 trillion being invested in it." Absolutely shameful for all involved. 时政 ( twitter.com)

时政

Antony Blinken: "We do not support Taiwan independence." 布林肯：我们不支持台湾独立！ 围观了这么多天的反贼民运们可以洗洗睡了……😄 时政 ( twitter.com)

时政

We the people are the masters of the country! 如此简单浅显的道理东方人至今难懂！有时候道理太简单让复杂的人难懂！ 视频 ( twitter.com)

视频

现在我们想知道为什么高度接种疫苗的国家有 "无法解释的 "超额死亡率。 now we wonder why highly vaccinated nations have ‘unexplainable’ excess mortali… 推特中文圈 ( twitter.com)

推特中文圈

时政

We have a catastrophe at our southern border and it’s affecting the entire country. From Texas to New York, schoolchildren to veterans - we’re all impacted by this crisis. It has to stop. Americans and America’s border security must come first. 时政 ( twitter.com)

时政

Last night I addressed the Wake County Public School Board. Urgent issues remain unaddressed. Educational leaders MUST be accountable and competent. Our children are our future; prioritizing student achievement is a paramount. We must ensure a quality upbringing for our youth. 时政 ( twitter.com)

时政

时政

A lively and joking Alexei Navalny appeared just fine yesterday in a video link from his penal colony during his court hearing. Now we are supposed to believe that he just died due to ill health while on a walk. 🤯 时政 ( twitter.com)

时政

时政

Joe Biden created a full-blown border crisis, but Donald Trump told Republicans in Congress to do nothing so he can use the issue as a political talking point. Unacceptable. We can’t wait one more day to deal with this crisis. 时政 ( twitter.com)

时政

While our bill says nothing about the content of speech, it is great to see the Chinese Communist Party suddenly discover a newfound appreciation for freedom of expression. We look forward to all people in China soon having access to and 时政 ( twitter.com)

时政

. This evening, russians attacked a high-rise building and the Security Service of Ukraine's office in Dnipro. Terrorist russia’s missiles strike again. Search and rescue teams are on site. As always, response efforts are as immediate as possible. We will do… 时政 ( twitter.com)

时政

60+ NGOs call for release of Chinese human rights lawyer #LuSiwei by Lao authorities. "We are gravely concerned that he is at serious risk of forced repatriation to China where he faces high likelihood of torture and other ill-treatment." 时政 ( www.nchrd.org)

时政

#China: It has been over 4 years since journalist and activist #HuangQi (#黄琦) was sentenced to 12 years in prison for "leaking state secrets". We are concerned for his health and call for his immediate and unconditional release. ⬇️#ReleaseHuangQi 时政 ( www.pen-international.org)

时政

Olena and I arrived in Washington, D.C. Important meetings ahead. Last night, Russia launched another mass missile attack on Ukraine. I thank all of our rescuers for their immediate response. We must work together to fully deprive Russia of its terrorist… 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 )