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 168

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

If you live in Wisconsin, go vote today for Brad Schimmel for Supreme Court. Do not miss this opportunity.
If you live in Florida congressional district 1 or congressional district 6 idon’t give the Democrats a chance to stop the agenda. Vote like your future depends on it.
btc
( twitter.com)

11个月前 • Donald Trump Jr. 0 评论

Stock markets today
🇭🇰 Hong Kong: -13.6%
🇹🇼 Taiwan: -9.6%
🇯🇵 Japan: -9.5%
🇮🇹 Italy: -8.4%
🇸🇬 Singapore: -8%
🇸🇪 Sweden: -7%
🇨🇳 China: -7%
🇨🇭 Switzerland: -7%
🇩🇪 Germany: -6.8%
🇪🇸 Spain: -6.4%
🇳🇱 Netherlands: -6.2%
🇦🇺 Australia: -6.2%
🇫🇷 France: -6.1%
🇬🇧 UK: -5.2%
🇲🇾 Malaysia:
时政
( twitter.com)

11个月前 • The Spectator Index 0 评论

President Xi Jinping arrived in Hanoi at noon local time today. He was met at the airport by Vietnam President Luong Cuong - a special privileged welcome showing that Hanoi places great importance on the visit. When Russia’s Putin visited VN last year he was met by a DPM.
时政
( twitter.com)

11个月前 • Nga Pham 0 评论

Well said.
A couple friends texted me today about the due process and rule of law issues around USA’s immigration (/Biden admin alien invasion) situation, and I shared JD’s post with my reply.
Context is critical for this one. And USA needs to start deporting at scale ASAP.
btc
( twitter.com)

10个月前 • Joe Lonsdale 0 评论

Every single one of you will write the same post someday in next five years.
Everyone will. The customers already say similar too. Today.
It is the most impressive piece of software I have ever seen in my career of studying amazing software.
LLMs are close but I got
btc
( twitter.com)

10个月前 • Robert Scoble 0 评论

French court shows Alibaba's Jack Ma cooperated with CCP to persuade overseas dissident return to China to help in prosecution of Xi Jinping's political rival, Sun Lijun.
Jack Ma did not get much mercy from cooperation. Until today, he is still not allowed to talk in public like
时政
( twitter.com)

10个月前 • The Great Translation Movement 大翻译运动 0 评论

Scoop: The White House gave Mike Waltz a choice in jobs on Thursday, including the role as US ambassador to Saudi Arabia. He picked UN. Today was scheduled to be Waltz's final day as national security advisor. A deputy to Waltz, Alex Wong, remains at the NSC, helping with
时政
( twitter.com)

10个月前 • Jennifer Jacobs 0 评论

Today I learned, a woman who slashed Leonardo DiCaprio's face and neck with a broken bottle at a Hollywood party in 2005 was sentenced to two years in prison. She reportedly snuck into the party and attacked the actor after mistaking him for an ex-boyfriend. DiCaprio's injuries
有趣
( twitter.com)

4个月前 • non aesthetic things 0 评论

Today is the 3rd anniversary of the Ukrainian Army liberating the city of Kherson (pop. 300 000 before the war)
This is how the people of the city greeted the first soldiers entering the city after nearly 9 months of Russian occupation.
Putin still claims this city for Russia
时政
( twitter.com)

3个月前 • Visegrád 24 • 下载视频 0 评论

00:00:28

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

The woman killed by ICE today was a poet. She won the 2020 Academy of American Poets, University & College Poetry Prize at Old Dominion University. This was her bio:
"Renée Macklin is from Colorado Springs, Colorado and is studying Creative Writing at ODU. Her poetry has been
时政
( twitter.com)

2个月前 • Jacqueline Sweet 0 评论

This isn't something I like to talk about in public — the point of concealed carry is not to draw attention — but like many Americans, I carry everyday. The purpose of the second Amendment is the prevention of tyranny. What happened today was tyrannical, so I wrote about it. 🧵
时政
( twitter.com)

1个月前 • Tyler Austin Harper 0 评论

Sadly it’s raining in Taipei right now so I don’t get to go climbing today. But I’ve been really touched by all the support and well wishes from folks - hopefully the weather improves and I get an opportunity to climb the beautiful Taipei 101. Fingers crossed! Same time tomorrow
时政
( twitter.com)

1个月前 • Alex Honnold • 下载视频 0 评论

00:00:45

Jimmy Lai Sentenced to 20 Years: A Life Sentence for a Hero of Liberty
Today, the Hong Kong authorities delivered a verdict that is nothing short of revengeful political persecution. Jimmy Lai, a man of immense courage and faith, has been sentenced to 20 years in prison at the
时政
( twitter.com)

1个月前 • 周锋锁 Fengsuo Zhou 0 评论

Today, at their AFC Women’s Asian Cup match against the Korea Republic, the IR Iran squad stood in silence, refusing to sing the national anthem of the Islamic regime.
For an oppressive regime that has taken so many rights and threatened so many lives of women, this act of
时政
( twitter.com)

8天前 • Hen Mazzig • 下载视频 0 评论

00:00:44

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

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

With the passage of the foreign aid bills, Hudson is proud that America stands with #Taiwan, #Israel, and #Ukraine.
We will remain steadfast in promoting the security, freedom, and prosperity of America and its allies.
时政
( twitter.com)

1年前 • Hudson Institute • 下载视频 0 评论

00:01:56

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)

2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)

2年前 • 周锋锁 Fengsuo Zhou 0 评论

🕯️
We remember. Thirty five years later, their voices live on.
人民不會忘記。
35年後，他們的聲音繼續在我們耳邊迴響。
#Tiananmen
时政
( twitter.com)

1年前 • Inter-Parliamentary Alliance on China (IPAC) • 下载视频 0 评论

00:01:06

CCP propagandist Andy Boreham deleted this thread about the Tiananmen Square massacre.
As we outlined in our report on CCP-friendly foreign influencers, his bosses have ultimate control over what content he's allowed to post.
时政
( twitter.com)

1年前 • Fergus Ryan 0 评论

To all the hard-working Veterans and the VA employees who serve them, we wish you a Happy Labor Day! No matter your field, there’s a job at VA for you. Explore careers at VA
时政
( www.vacareers.va.gov)

1年前 • Veterans Affairs 0 评论

Fake African asylum seeker in Spain steals gold necklace from a 70 year old disabled Spanish man in a wheelchair. We have a duty to protect our children, women and the elderly from these criminals.
时政
( twitter.com)

1年前 • RadioGenoa • 下载视频 0 评论

00:00:17

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

If you live in Wisconsin, go vote today for Brad Schimmel for Supreme Court. Do not miss this opportunity. If you live in Florida congressional district 1 or congressional district 6 idon’t give the Democrats a chance to stop the agenda. Vote like your future depends on it. btc ( twitter.com)

btc

时政

President Xi Jinping arrived in Hanoi at noon local time today. He was met at the airport by Vietnam President Luong Cuong - a special privileged welcome showing that Hanoi places great importance on the visit. When Russia’s Putin visited VN last year he was met by a DPM. 时政 ( twitter.com)

时政

Well said. A couple friends texted me today about the due process and rule of law issues around USA’s immigration (/Biden admin alien invasion) situation, and I shared JD’s post with my reply. Context is critical for this one. And USA needs to start deporting at scale ASAP. btc ( twitter.com)

btc

Every single one of you will write the same post someday in next five years. Everyone will. The customers already say similar too. Today. It is the most impressive piece of software I have ever seen in my career of studying amazing software. LLMs are close but I got btc ( twitter.com)

btc

时政

Scoop: The White House gave Mike Waltz a choice in jobs on Thursday, including the role as US ambassador to Saudi Arabia. He picked UN. Today was scheduled to be Waltz's final day as national security advisor. A deputy to Waltz, Alex Wong, remains at the NSC, helping with 时政 ( twitter.com)

时政

有趣

Today is the 3rd anniversary of the Ukrainian Army liberating the city of Kherson (pop. 300 000 before the war) This is how the people of the city greeted the first soldiers entering the city after nearly 9 months of Russian occupation. Putin still claims this city for Russia 时政 ( twitter.com)

时政

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

The woman killed by ICE today was a poet. She won the 2020 Academy of American Poets, University & College Poetry Prize at Old Dominion University. This was her bio: "Renée Macklin is from Colorado Springs, Colorado and is studying Creative Writing at ODU. Her poetry has been 时政 ( twitter.com)

时政

时政

时政

Jimmy Lai Sentenced to 20 Years: A Life Sentence for a Hero of Liberty Today, the Hong Kong authorities delivered a verdict that is nothing short of revengeful political persecution. Jimmy Lai, a man of immense courage and faith, has been sentenced to 20 years in prison at the 时政 ( twitter.com)

时政

Today, at their AFC Women’s Asian Cup match against the Korea Republic, the IR Iran squad stood in silence, refusing to sing the national anthem of the Islamic regime. For an oppressive regime that has taken so many rights and threatened so many lives of women, this act of 时政 ( twitter.com)

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

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

With the passage of the foreign aid bills, Hudson is proud that America stands with #Taiwan, #Israel, and #Ukraine. We will remain steadfast in promoting the security, freedom, and prosperity of America and its allies. 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

🕯️ We remember. Thirty five years later, their voices live on. 人民不會忘記。 35年後，他們的聲音繼續在我們耳邊迴響。 #Tiananmen 时政 ( twitter.com)

时政

CCP propagandist Andy Boreham deleted this thread about the Tiananmen Square massacre. As we outlined in our report on CCP-friendly foreign influencers, his bosses have ultimate control over what content he's allowed to post. 时政 ( twitter.com)

时政

To all the hard-working Veterans and the VA employees who serve them, we wish you a Happy Labor Day! No matter your field, there’s a job at VA for you. Explore careers at VA 时政 ( www.vacareers.va.gov)

时政

Fake African asylum seeker in Spain steals gold necklace from a 70 year old disabled Spanish man in a wheelchair. We have a duty to protect our children, women and the elderly from these criminals. 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 )