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 10

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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My words with on how China‘s AI Deepseek censors my coming graphic novel.
“I’m not surprised DeepSeek censors. It’s part of every aspect of life in China today,” Badiucao said in an emailed statement. “Of course, we now see an A.I. chatbot with censorship inputs that
时政
( twitter.com)

10个月前 • 巴丢草 Bad ї ucao • -- 点击 0 评论

19 PLA aircraft, 7 PLAN vessels and 2 official ships operating around Taiwan were detected up until 6 a.m. (UTC+8) today. 14 out of 19 sorties crossed the median line and entered Taiwan’s southwestern and eastern ADIZ. We have monitored the situation and responded accordingly.
时政
( twitter.com)

8个月前 • 國防部 Ministry of National Defense, ROC(Taiwan) 🇹🇼 • -- 点击 0 评论

New opinion piece from USA Today columnist Ingrid Jacques: "Musk risked Tesla's health to help our country. We should thank him, not hate him."
"Elon Musk, at great personal and professional cost, has devoted his time to finding ways to cut through the bureaucracy and downsize
btc
( twitter.com)

8个月前 • Sawyer Merritt • -- 点击 0 评论

Dear Europe will always stand by Ukraine in the pursuit of peace.
You can count on our support at the negotiating table to achieve a just and lasting peace.
Today, we also discussed the steps Ukraine is taking to earn its place in our family of nations.
时政
( twitter.com)

8个月前 • Ursula von der Leyen • -- 点击 • 下载视频 0 评论

00:00:04

Today we celebrate a great people who want nothing more than to live in peace and security within their own internationally recognised borders.
Ukrainians are fighting for their own freedom and independence. That is why they will win. That is why Putin will fail.
Glory to
时政
( twitter.com)

4个月前 • Boris Johnson • -- 点击 0 评论

The EU stands with Ukraine.
Today we transfer €1.5 billion in proceeds from immobilised Russian assets to the defence and reconstruction of Ukraine.
There is no better symbol or use for the Kremlin’s money than to make Ukraine and all of Europe a safer place to live.
时政
( twitter.com)

1年前 • Ursula von der Leyen • -- 点击 0 评论

Last night’s mockery of the Last Supper was shocking and insulting to Christian people around the world who watched the opening ceremony of the Olympic Games.
The war on our faith and traditional values knows no bounds today. But we know that truth and virtue will always
时政
( twitter.com)

1年前 • Speaker Mike Johnson • -- 点击 0 评论

"Today is a historic day for peace — and Prime Minister and I have just concluded an important meeting...we discussed how to end the war in Gaza, but it's just a part of the bigger picture, which is peace in the Middle East." - PRESIDENT DONALD J. TRUMP
时政
( twitter.com)

2个月前 • The White House • -- 点击 • 下载视频 0 评论

00:01:40

Today, Wu Chi-wai 胡志偉 spends his 63rd birthday unjustly imprisoned in #HongKong.
No one should spend time in prison for defending democracy.
We wish him a happy birthday & call for his immediate release, along with all political prisoners still suffering in #HK.
时政
( twitter.com)

2个月前 • The Committee for Freedom in Hong Kong Foundation • -- 点击 0 评论

We worked with the Ukrainian negotiating team today on the text of the document prepared with the United States in Geneva.
The principles in this document can be developed into deeper agreements.
It is in our shared interest that security is real.
I count on continued
时政
( twitter.com)

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

00:04:34

Made it to the polling station for the #TaiwanElection right before it closed. What a beautiful day to vote, not just because of the sun but also because of the democratic rights we get to exercise today thanks to many who fought and bled before us.
时政
( twitter.com)

1年前 • Sarah Liu (she/her) • -- 点击 0 评论

“Our impact may be large, may be small & may be nothing. But we must try. It is our duty to the dispossessed and it is the right of civil society.”
Chinese activist Cao Shunli.
She died 10 years ago today, after months in Chinese detention.
时政
( www.hrw.org)

1年前 • Elaine Pearson • -- 点击 0 评论

Spoke to a mortgage servicer today who just did his first Fannie 40-year workout for a delinquent borrower. The interest rate stayed at 3.5% and the borrowers monthly P&I dropped to ~$2,800 from ~$3,200.

We weren’t going to see many distressed situations anyway …
时政
( twitter.com)

2年前 • Bill McBride • -- 点击 0 评论

We have 3 more days before Congress goes for a two-week recess.
35 House Democrats and most House Republicans haven't signed the discharge petition to bring the Ukraine aid bill the floor for a vote
Urge your representatives to sign it today. Time is running out.
时政
( twitter.com)

1年前 • Republicans against Trump • -- 点击 0 评论

It is believed by Egyptologists that the Old Kingdom (2649-2150 BC) Egyptians understood the pulley (as we know it today) but could not fabricate a practical pulley because they, being in the Early Bronze Age, lacked the requisite metal, e.g., iron, for a high strength pulley…
时政
( twitter.com)

1年前 • Archaeo - Histories • -- 点击 0 评论

Today, I started a new job at , leading the org’s research on the CCP’s repression domestically and globally. But my commitment stays the same, that is to the freedom of my home country. While we are in a grim time, I’m more hopeful than ever👇🏻
时政
( twitter.com)

2年前 • Yaqiu Wang 王亚秋 • -- 点击 0 评论

On one of our worst days, many Americans gave their best: their bravery, their selflessness, and their care for others. Today, let's honor the memory of those we lost and reaffirm our commitment to what they left behind: our families & communities, our democracy, and our country.
时政
( twitter.com)

2年前 • Hillary Clinton • -- 点击 0 评论

CNN报道美军相关人士：不必担心中国的航空母舰，需要担心的以下几种船只：
- Type 055 destroyer 055型驱逐舰
- Type 039 submarine 039型潜水艇
- Merchant ferries 商…
时政
( twitter.com)

3年前 • twitter机器人 • -- 点击 0 评论

[ WEIBO UPDATE ]
今天是音乐~中心!! 今天的服装和舞台真的很适合! 以后的舞台也会给大家展示帅气的舞台

Today was~Music Core!! Today's outfits and stage we…
推特中文圈
( twitter.com)

4年前 • twitter机器人 • -- 点击 0 评论

Today, there has been a lot of international work. Our teams are working with the United States as we prepare for negotiations this Friday. The agreement with the U.S. The support of our country and people.
Peace and security guarantees are the key to ensuring that Russia can no
时政
( twitter.com)

10个月前 • Volodymyr Zelenskyy / Володимир Зеленський • -- 点击 • 下载视频 0 评论

00:03:30

It is very important for us to be in Italy today and to unite with the whole world. We are grateful for the Vatican's assistance to Ukraine in facilitating the return of Ukrainian children illegally deported and displaced by Russia and the release of prisoners. This was one of
时政
( twitter.com)

8个月前 • 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

时政

时政

New opinion piece from USA Today columnist Ingrid Jacques: "Musk risked Tesla's health to help our country. We should thank him, not hate him." "Elon Musk, at great personal and professional cost, has devoted his time to finding ways to cut through the bureaucracy and downsize btc ( twitter.com)

btc

Dear Europe will always stand by Ukraine in the pursuit of peace. You can count on our support at the negotiating table to achieve a just and lasting peace. Today, we also discussed the steps Ukraine is taking to earn its place in our family of nations. 时政 ( twitter.com)

时政

Today we celebrate a great people who want nothing more than to live in peace and security within their own internationally recognised borders. Ukrainians are fighting for their own freedom and independence. That is why they will win. That is why Putin will fail. Glory to 时政 ( twitter.com)

时政

The EU stands with Ukraine. Today we transfer €1.5 billion in proceeds from immobilised Russian assets to the defence and reconstruction of Ukraine. There is no better symbol or use for the Kremlin’s money than to make Ukraine and all of Europe a safer place to live. 时政 ( twitter.com)

时政

Last night’s mockery of the Last Supper was shocking and insulting to Christian people around the world who watched the opening ceremony of the Olympic Games. The war on our faith and traditional values knows no bounds today. But we know that truth and virtue will always 时政 ( twitter.com)

时政

"Today is a historic day for peace — and Prime Minister and I have just concluded an important meeting...we discussed how to end the war in Gaza, but it's just a part of the bigger picture, which is peace in the Middle East." - PRESIDENT DONALD J. TRUMP 时政 ( twitter.com)

时政

Today, Wu Chi-wai 胡志偉 spends his 63rd birthday unjustly imprisoned in #HongKong. No one should spend time in prison for defending democracy. We wish him a happy birthday & call for his immediate release, along with all political prisoners still suffering in #HK. 时政 ( twitter.com)

时政

We worked with the Ukrainian negotiating team today on the text of the document prepared with the United States in Geneva. The principles in this document can be developed into deeper agreements. It is in our shared interest that security is real. I count on continued 时政 ( twitter.com)

时政

Made it to the polling station for the #TaiwanElection right before it closed. What a beautiful day to vote, not just because of the sun but also because of the democratic rights we get to exercise today thanks to many who fought and bled before us. 时政 ( twitter.com)

时政

“Our impact may be large, may be small & may be nothing. But we must try. It is our duty to the dispossessed and it is the right of civil society.” Chinese activist Cao Shunli. She died 10 years ago today, after months in Chinese detention. 时政 ( www.hrw.org)

时政

Spoke to a mortgage servicer today who just did his first Fannie 40-year workout for a delinquent borrower. The interest rate stayed at 3.5% and the borrowers monthly P&I dropped to ~$2,800 from ~$3,200. We weren’t going to see many distressed situations anyway … 时政 ( twitter.com)

时政

We have 3 more days before Congress goes for a two-week recess. 35 House Democrats and most House Republicans haven't signed the discharge petition to bring the Ukraine aid bill the floor for a vote Urge your representatives to sign it today. Time is running out. 时政 ( twitter.com)

时政

时政

Today, I started a new job at , leading the org’s research on the CCP’s repression domestically and globally. But my commitment stays the same, that is to the freedom of my home country. While we are in a grim time, I’m more hopeful than ever👇🏻 时政 ( twitter.com)

时政

时政

CNN报道美军相关人士：不必担心中国的航空母舰，需要担心的以下几种船只： - Type 055 destroyer 055型驱逐舰 - Type 039 submarine 039型潜水艇 - Merchant ferries 商… 时政 ( twitter.com)

时政

opening: "today" permanently closed: "today" 有趣 ( twitter.com)

有趣

X is set to replace the 'Tweet' button with 'Post' as it continues re-brand. 时政 ( twitter.com)

时政

Vladimir Putin “re-elected” for another 6 years in power with 87% of the “votes” 时政 ( twitter.com)

时政

韩国人气模特 孙允珠 高清套图 039 [25P] 写真

写真

[ WEIBO UPDATE ] 今天是音乐~中心!! 今天的服装和舞台真的很适合! 以后的舞台也会给大家展示帅气的舞台 Today was~Music Core!! Today's outfits and stage we… 推特中文圈 ( twitter.com)

推特中文圈

时政

It is very important for us to be in Italy today and to unite with the whole world. We are grateful for the Vatican's assistance to Ukraine in facilitating the return of Ukrainian children illegally deported and displaced by Russia and the release of prisoners. This was one of 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 )