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 189

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

Getting to a far away desert in a big rented jeep, getting stuck in deep sands for 6 hours, living in a tent under the only tree out there together with spiders and snakes and voila! We have a shot
时政
( twitter.com)

2年前 • Synchrodogs 🇺🇦 0 评论

"In recent years, commentators both at home and abroad have questioned whether the road pursued by China is truly socialist. Some have called our road 'Capitalistic Socialism,' others 'State Capitalism,' and yet others 'Technocratic Capitalism.' These are all completely wrong. We…
时政
( twitter.com)

2年前 • MilesYu 余茂春 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 0 评论

Thank you ⁦⁩ for your consequential visit to Beijing and Shanghai. We at U.S. Mission China applaud your defense of our national security on technology issues, strong advocacy for U.S. firms in China and opening new channels of communication with the PRC.
时政
( twitter.com)

2年前 • Ambassador Nicholas Burns 0 评论

Synthetic drugs, including fentanyl, are the #1 killer of Americans aged 18-49. As I write for , we are deploying the full force of our diplomatic might to ensure the world works together to address this domestic and global drug crisis.
时政
( www.usatoday.com)

2年前 • Secretary Antony Blinken 0 评论

The origin of the #COVID19 pandemic is fully knowable. We don’t know it because the Chinese government has engaged in a systematic and criminal cover-up involving destroying samples, hiding records, imprisoning Chinese journalists, gagging Chinese scientists, and blocking any…
时政
( twitter.com)

2年前 • Jamie Metzl 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 0 评论

With our first domestically produced submarine, #Taiwan has taken a substantial step in boosting self-sufficiency in defence & protecting its territorial waters. Moving forward, our defence industry will be an important support as we continue to enhance our indigenous defence.
时政
( twitter.com)

2年前 • 蔡英文 Tsai Ing-wen 0 评论

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 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 0 评论

JUST IN: Billionaire Victoria's Secret founder Leslie Wexner has officially cut all ties and financial support to Harvard in a blistering letter after Harvard's "dismal failure" condemning the Hamas terror attacks.

Hamas Harvard: FAFO.

"We are stunned and sickened by the…
时政
( twitter.com)

2年前 • Collin Rugg 0 评论

BREAKING: 🇺🇸 US National Security Council spokesperson Adrienne Watson says, 'While we continue to collect information, our current assessment – based on analysis of overhead imagery, intercepts and open source information – is that Israel is not responsible for the explosion at…
时政
( twitter.com)

2年前 • The Spectator Index 0 评论

Overnight, Russian drones attacked the city of Slavuta in the Khmelnitskyi region. We have shot them down, but their fragments shattered windows, doors, and roofs. Two dozen residents were harmed. They received necessary assistance.

The Khmelnytskyi Nuclear Power Plant, however,…
时政
( twitter.com)

2年前 • Volodymyr Zelenskyy / Володимир Зеленський • 下载视频 0 评论

00:04:00

Pleased to welcome back to China Wesleyan University President Michael Roth. We discussed the importance of 🇺🇸 universities, students, scholars returning to 🇨🇳. There are currently only roughly 350 American students in China, compared to more than 11,500 in 2019.
时政
( twitter.com)

2年前 • Ambassador Nicholas Burns 0 评论

Russia has become a complete terrorist State, and we are in their crosshairs.
If there is anyone else here who is having difficulty in understanding it, they should open their eyes and quickly.
The right time to understand is right now.
时政
( twitter.com)

2年前 • Amir Weitmann 0 评论

Happy Birthday to the greatest director ever lived
楊德昌 Edward Yang

his movies kept me alive during my darkest days

“ Life is a mixture of happy and sad things. Movies are so lifelike , that's why we love them. ”
时政
( twitter.com)

2年前 • Cine Rōnin 0 评论

今天Coldplay演唱会上Chris又提到了来中国开演唱会的事。他说希望有天能到中国开演唱会，we just need the permission
大陆资讯
( m.weibo.cn)

2年前 • 观摩团 0 评论

BREAKING: France's president Macron tells BBC that 'Civilians are bombed - de facto. These babies, these ladies, these old people are bombed and killed. So there is no reason for that and no legitimacy. So we do urge Israel to stop'.
时政
( twitter.com)

2年前 • The Spectator Index 0 评论

One of the student activists that unfurled the Moscone Center banner, 17 year-old Tenzin Namgyal, president of SFT’s NY/NJ chapter shares this message to world about why we must resist Xi at APEC
#FreeTibet #SFT #APEC #APECSummit #APEC2023 #XiJinping
时政
( twitter.com)

2年前 • Students for a Free Tibet 0 评论

Lisa宝贝！！我会永远陪着你！！无论你的选择是什么你的未来在哪里！！我会一直一直陪着你！！

We will always be with Lisa
推特中文圈
( twitter.com)

4年前 • twitter机器人 0 评论

I had a good and productive trilateral meeting with President and President at the Élysée Palace.
President Trump is, as always, resolute. I thank him. I also extend my gratitude to Emmanuel for organizing this important meeting.
We all want
时政
( twitter.com)

1年前 • Volodymyr Zelenskyy / Володимир Зеленський 0 评论

We close the year 2024 with Dr. Xu Zhiyong's essay "A Constitutional Blueprint for China"
Xu Zhiyong’s Note in 2019: This is a study of China’s future constitutional system. The section on citizens’ fundamental rights is based on the 2004 recommendations
时政
( chinachange.org)

1年前 • Yaxue Cao 0 评论

This is awesome,
We led early rounds in BlinkRx with after studying this complicated sector; huge need to disrupt the supply-chain cartels and fix pharma/patient dynamics.
It’s amazing what and team have built: BlinkRx is indeed a MAHA company!
btc
( twitter.com)

1年前 • Joe Lonsdale 0 评论

Vice President JD Vance's full speech at the AI summit in Paris, France. Vance promised America will be at the forefront of developing AI technology.
"AI, we believe, is going to make us more productive, more prosperous, and more free."

时政
( twitter.com)

1年前 • The American Conservative • 下载视频 0 评论

00:15:42

Elon Musk: DOGE is trying to be as transparent as possible. We post our actions to the DOGE 𝕏 handle and on the DOGE website. I don't think there's been where an organization has been more transparent than the DOGE organization.
btc
( twitter.com)

1年前 • DogeDesigner • 下载视频 0 评论

00:00:55

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

Getting to a far away desert in a big rented jeep, getting stuck in deep sands for 6 hours, living in a tent under the only tree out there together with spiders and snakes and voila! We have a shot 时政 ( twitter.com)

时政

时政

时政

Thank you ⁦⁩ for your consequential visit to Beijing and Shanghai. We at U.S. Mission China applaud your defense of our national security on technology issues, strong advocacy for U.S. firms in China and opening new channels of communication with the PRC. 时政 ( twitter.com)

时政

Synthetic drugs, including fentanyl, are the #1 killer of Americans aged 18-49. As I write for , we are deploying the full force of our diplomatic might to ensure the world works together to address this domestic and global drug crisis. 时政 ( www.usatoday.com)

时政

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

With our first domestically produced submarine, #Taiwan has taken a substantial step in boosting self-sufficiency in defence & protecting its territorial waters. Moving forward, our defence industry will be an important support as we continue to enhance our indigenous defence. 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

JUST IN: Billionaire Victoria's Secret founder Leslie Wexner has officially cut all ties and financial support to Harvard in a blistering letter after Harvard's "dismal failure" condemning the Hamas terror attacks. Hamas Harvard: FAFO. "We are stunned and sickened by the… 时政 ( twitter.com)

时政

时政

时政

Pleased to welcome back to China Wesleyan University President Michael Roth. We discussed the importance of 🇺🇸 universities, students, scholars returning to 🇨🇳. There are currently only roughly 350 American students in China, compared to more than 11,500 in 2019. 时政 ( twitter.com)

时政

Russia has become a complete terrorist State, and we are in their crosshairs. If there is anyone else here who is having difficulty in understanding it, they should open their eyes and quickly. The right time to understand is right now. 时政 ( twitter.com)

时政

Happy Birthday to the greatest director ever lived 楊德昌 Edward Yang his movies kept me alive during my darkest days “ Life is a mixture of happy and sad things. Movies are so lifelike , that's why we love them. ” 时政 ( twitter.com)

时政

今天Coldplay演唱会上Chris又提到了来中国开演唱会的事。他说希望有天能到中国开演唱会，we just need the permission 大陆资讯 ( m.weibo.cn)

大陆资讯

BREAKING: France's president Macron tells BBC that 'Civilians are bombed - de facto. These babies, these ladies, these old people are bombed and killed. So there is no reason for that and no legitimacy. So we do urge Israel to stop'. 时政 ( twitter.com)

时政

One of the student activists that unfurled the Moscone Center banner, 17 year-old Tenzin Namgyal, president of SFT’s NY/NJ chapter shares this message to world about why we must resist Xi at APEC #FreeTibet #SFT #APEC #APECSummit #APEC2023 #XiJinping 时政 ( twitter.com)

时政

Lisa宝贝！！我会永远陪着你！！无论你的选择是什么你的未来在哪里！！我会一直一直陪着你！！ We will always be with Lisa 推特中文圈 ( twitter.com)

推特中文圈

I had a good and productive trilateral meeting with President and President at the Élysée Palace. President Trump is, as always, resolute. I thank him. I also extend my gratitude to Emmanuel for organizing this important meeting. We all want 时政 ( twitter.com)

时政

We close the year 2024 with Dr. Xu Zhiyong's essay "A Constitutional Blueprint for China" Xu Zhiyong’s Note in 2019: This is a study of China’s future constitutional system. The section on citizens’ fundamental rights is based on the 2004 recommendations 时政 ( chinachange.org)

时政

This is awesome, We led early rounds in BlinkRx with after studying this complicated sector; huge need to disrupt the supply-chain cartels and fix pharma/patient dynamics. It’s amazing what and team have built: BlinkRx is indeed a MAHA company! btc ( twitter.com)

btc

Vice President JD Vance's full speech at the AI summit in Paris, France. Vance promised America will be at the forefront of developing AI technology. "AI, we believe, is going to make us more productive, more prosperous, and more free." 时政 ( twitter.com)

时政

Elon Musk: DOGE is trying to be as transparent as possible. We post our actions to the DOGE 𝕏 handle and on the DOGE website. I don't think there's been where an organization has been more transparent than the DOGE organization. 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 )