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 228

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

经社区反应，@iBlockcat借people热度，发起假空投活动，吸引粉丝关注，大家注意不要再转发，这种行为违背了people的价值观！
we the people ,for the people !
图片
( twitter.com)

4年前 • twitter机器人 0 评论

We made a Chinese version of Wordle!

汉兜 - 汉字 Wordle

每天一词，汉字、声母、韵母、声调都会独立进行颜色判断，同时也支持繁体输入与注音，欢迎来玩 :)

推特中文圈
( handle.antfu.me)

4年前 • twitter机器人 0 评论

Good Mewning ❤

新年快乐
愿你占领幸福的制高点，新年处处风光无限!
愿你虎跃龙腾生紫气，风调雨顺兆丰年！

Wishing you a properous year with abundance of we…
推特中文圈
( twitter.com)

4年前 • twitter机器人 0 评论

“如果我们仅停留于悲伤之情，而不去做点什么去改变的话，我们的情绪就是廉价的。” #张展
“If we just wallow in our sadness and don’t do something to change this…
时政
( twitter.com)

4年前 • twitter机器人 0 评论

上级才是关键人物，别指望上级的老婆，还有红三代官二代。We the people才是强大的力量，必须坚持每天发声，直至20大上级下去了
时政
( twitter.com)

4年前 • twitter机器人 0 评论

In Russia, May 9th is coming, a holiday of the most disgusting death cult. Russia does not celebrate the WWII end, as many believe, but suffering and death, as their slogan says "we can (gladly) repeat it" (можем повторить). On this day, they dream of death for their children. /1
时政
( twitter.com)

1年前 • Sergej Sumlenny, LL.M • 下载视频 0 评论

00:00:30

The story of chocolate begins thousands of years BC, in the region we now know as Southern Mexico and Central America. A tree bearing unusual fruit with vibrant colors produced seeds so valuable that it was considered to be a gift from the gods. It was the cacao tree, known to…
时政
( twitter.com)

1年前 • Archaeo - Histories 0 评论

🚨 BREAKING 🚨
SFT unfurled a giant banner on an overpass above Xi’s motorcade as he was arriving in Paris. In China, Xi may be able to ignore the plight of Tibetans, but in France we are going to expose his lies and guarantee that Xi cannot forget us.
#FreeTibet #TibetLibre
时政
( twitter.com)

1年前 • Students for a Free Tibet • 下载视频 0 评论

00:01:04

Map of Cairo. Year 1580, author unknown.
What's interesting about it? Let's skip the minutiae and look at the right side of the map. We see unusually shaped pyramids and a bust of a woman standing on the "table mountains," as scholars call them. But if you look carefully, it…
时政
( twitter.com)

1年前 • @AndTartary and antiquity 0 评论

Science, we have a problem.
1) Four &a half years after the pandemic began, origin of the C19 virus remains unknown. It was likely due to an animal spillover involving the wildlife trade or a research-related leak. In sum all avail data is inconclusive. Science has NOT been able…
时政
( twitter.com)

1年前 • MJ Allen 0 评论

【在英国议会举起的白纸】Thank you, for hosting the discussion panel on Tiananmen: A Path to a Democratic Future for China. I want to highlight the importance and urgency of creating a safe space for the Chinese diaspora. We must stand in solidarity with those
时政
( twitter.com)

1年前 • Peiqing Ni 倪沛晴 • 下载视频 0 评论

00:05:44

Russia has not stopped terrorizing our people for a single week in more than two years of this war.
Russia tries to expand the war while consistently making empty statements about peace. We must use all available means to force Russia to make a real and just peace. Our defense
时政
( twitter.com)

1年前 • Volodymyr Zelenskyy / Володимир Зеленський 0 评论

So thrilled to hear that “New Cold Wars” was an instant NYT bestseller on its first week. Grateful to all who made that possible, from the fabulous team that helped me and report and write the book, to the many who we discussed it with this week, on TV, blogs, news
时政
( twitter.com)

1年前 • David Sanger 0 评论

🚨X HAS DEMOCRATIZED ACCESS TO NEWS
The impressions we get a month is 2 to 4 billion... with a B.
These are numbers that CNN, Fox, MSNBC struggle to get.
X completely democratized access to news and gave protection to free speech.
And what did with X is give
btc
( twitter.com)

1年前 • Mario Nawfal • 下载视频 0 评论

00:01:39

The reason this matters is that a significant number of people who are supposed to be working for the government are doing so little work that they are not checking their email at all!
In some cases, we believe non-existent people or the identities of dead people are being used
btc
( twitter.com)

1年前 • Elon Musk 0 评论

I shared this note with the Washington Post team this morning:
I’m writing to let you know about a change coming to our opinion pages.
We are going to be writing every day in support and defense of two pillars: personal liberties and free markets. We’ll cover other topics too
btc
( twitter.com)

1年前 • Jeff Bezos 0 评论

🚨🇺🇸BRENDAN CARR: WE ARE COMING OUT OF A PERIOD OF WEAPONIZATION AT THE FCC
“Your last name dictated the FCC’s treatment.
When Elon Musk got an award for $800 million to bring high-speed internet to rural America, the FCC, in my view, for political reasons, revoked that award.
btc
( twitter.com)

1年前 • Mario Nawfal • 下载视频 0 评论

00:00:59

Driver in front of us (center) at the moment of being forced by unexpected oncoming driver over the line (at left), to crash into the bus (right). We did not crash.
Thanks to Tesla FSD quick reaction and 'thinking', sparing us from a head on collision on Wednesday, with the
btc
( twitter.com)

1年前 • Eric Weinstein 0 评论

"There's a good chance they might try to kill me.
I've had quite a few friends call me and say, you should definitely improve your security. They are definitely going to try to kill you. It's crazy that we have a presidential candidate who they have tried to kill twice."
btc
( twitter.com)

1年前 • DogeDesigner • 下载视频 0 评论

00:00:43

As early as a year ago, we proposed a Drone Deal to the United States of America, because it is our key partner.
The agreement is not only about interceptor drones. First and foremost, it includes naval drones and long-range drones that have been proven in the war. It also
时政
( twitter.com)

9天前 • Volodymyr Zelenskyy / Володимир Зеленський 0 评论

BREAKING: As Trump continues to deploy US troops to the Middle East to fight a foreign war with Iran, as gas prices shoot through the roof, and as we are seeing horrific job losses, Donald Trump is playing golf with his billionaire friends in the comfort of his own home, while
时政
( twitter.com)

20天前 • Ed Krassenstein • 下载视频 0 评论

00:00:27

【香港新一届立法会宣誓有议员未按法例完成】现场多人身披写有“HK IS NOT CHINA”的旗帜，宣誓过程中咬字含糊，疑似把China读作类近Shina（支那）的发音，republic发音为re-fucking…尹兆坚将誓词中的完整句子拆开，例如在“中华人民”及“共和国”之间停顿。梁国雄宣誓时则断断续续，声音时大时小以突出或淡化部分字眼
大陆资讯
( www.zhgpl.com)

9年前 • 中国评论新闻 0 评论

【和涨潮赛跑】气候变化冲击保险业，让全球保险巨头瑞士再保险（Swiss Re，瑞再）的预测能力变得不靠谱。瑞再认为，到本世纪中叶，气候变化将成为风险和损失上升的主要动力。越发猛烈的风暴会经过价值数万亿美元的基础设施，这促使瑞再急迫地想让自己的模型可以抵御气候的影响。
大陆资讯
( www.fortunechina.com)

6年前 • 你的溢达 0 评论

【诺基亚或最早明年重返手机市场】据科技博客Re/code报道，两名熟知内情的人士称，诺基亚最早将在明年重返手机市场，另外该公司还拥有其他很多雄心勃勃的科技项目，如虚拟现实技术项目等。诺基亚前高管理查德·克里斯表示：“他们有大量不错的产品在研发中。诺基亚并未走远。”
大陆资讯
( finance.qq.com)

11年前 • 千鸡变 0 评论

Stars, Stripes, and Shackles
Back in 1999, when the Hurun Rich List first came out — China’s answer to the Forbes list — we in the biz had a different name for it:
“The Butcher’s List” (杀猪榜).
Why? Simple. Getting your name on it felt like getting a target painted on your
时政
( twitter.com)

10个月前 • Desmond Shum 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

经社区反应，@iBlockcat借people热度，发起假空投活动，吸引粉丝关注，大家注意不要再转发，这种行为违背了people的价值观！ we the people ,for the people ! 图片 ( twitter.com)

图片

We made a Chinese version of Wordle! 汉兜 - 汉字 Wordle 每天一词，汉字、声母、韵母、声调都会独立进行颜色判断，同时也支持繁体输入与注音，欢迎来玩 :) 推特中文圈 ( handle.antfu.me)

推特中文圈

Good Mewning ❤ 新年快乐 愿你占领幸福的制高点，新年处处风光无限! 愿你虎跃龙腾生紫气，风调雨顺兆丰年！ Wishing you a properous year with abundance of we… 推特中文圈 ( twitter.com)

推特中文圈

“如果我们仅停留于悲伤之情，而不去做点什么去改变的话，我们的情绪就是廉价的。” #张展 “If we just wallow in our sadness and don’t do something to change this… 时政 ( twitter.com)

时政

上级才是关键人物，别指望上级的老婆，还有红三代官二代。We the people才是强大的力量，必须坚持每天发声，直至20大上级下去了 时政 ( twitter.com)

时政

时政

时政

时政

时政

时政

【在英国议会举起的白纸】Thank you, for hosting the discussion panel on Tiananmen: A Path to a Democratic Future for China. I want to highlight the importance and urgency of creating a safe space for the Chinese diaspora. We must stand in solidarity with those 时政 ( twitter.com)

时政

Russia has not stopped terrorizing our people for a single week in more than two years of this war. Russia tries to expand the war while consistently making empty statements about peace. We must use all available means to force Russia to make a real and just peace. Our defense 时政 ( twitter.com)

时政

So thrilled to hear that “New Cold Wars” was an instant NYT bestseller on its first week. Grateful to all who made that possible, from the fabulous team that helped me and report and write the book, to the many who we discussed it with this week, on TV, blogs, news 时政 ( twitter.com)

时政

🚨X HAS DEMOCRATIZED ACCESS TO NEWS The impressions we get a month is 2 to 4 billion... with a B. These are numbers that CNN, Fox, MSNBC struggle to get. X completely democratized access to news and gave protection to free speech. And what did with X is give btc ( twitter.com)

btc

The reason this matters is that a significant number of people who are supposed to be working for the government are doing so little work that they are not checking their email at all! In some cases, we believe non-existent people or the identities of dead people are being used btc ( twitter.com)

btc

I shared this note with the Washington Post team this morning: I’m writing to let you know about a change coming to our opinion pages. We are going to be writing every day in support and defense of two pillars: personal liberties and free markets. We’ll cover other topics too btc ( twitter.com)

btc

btc

Driver in front of us (center) at the moment of being forced by unexpected oncoming driver over the line (at left), to crash into the bus (right). We did not crash. Thanks to Tesla FSD quick reaction and 'thinking', sparing us from a head on collision on Wednesday, with the btc ( twitter.com)

btc

"There's a good chance they might try to kill me. I've had quite a few friends call me and say, you should definitely improve your security. They are definitely going to try to kill you. It's crazy that we have a presidential candidate who they have tried to kill twice." btc ( twitter.com)

btc

As early as a year ago, we proposed a Drone Deal to the United States of America, because it is our key partner. The agreement is not only about interceptor drones. First and foremost, it includes naval drones and long-range drones that have been proven in the war. It also 时政 ( twitter.com)

时政

BREAKING: As Trump continues to deploy US troops to the Middle East to fight a foreign war with Iran, as gas prices shoot through the roof, and as we are seeing horrific job losses, Donald Trump is playing golf with his billionaire friends in the comfort of his own home, while 时政 ( twitter.com)

时政

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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 )

经社区反应，@iBlockcat借people热度，发起假空投活动，吸引粉丝关注，大家注意不要再转发，这种行为违背了people的价值观！
we the people ,for the people !
图片
( twitter.com)

We made a Chinese version of Wordle!

汉兜 - 汉字 Wordle

每天一词，汉字、声母、韵母、声调都会独立进行颜色判断，同时也支持繁体输入与注音，欢迎来玩 :)

推特中文圈
( handle.antfu.me)

Good Mewning ❤

新年快乐
愿你占领幸福的制高点，新年处处风光无限!
愿你虎跃龙腾生紫气，风调雨顺兆丰年！

Wishing you a properous year with abundance of we…
推特中文圈
( twitter.com)

“如果我们仅停留于悲伤之情，而不去做点什么去改变的话，我们的情绪就是廉价的。” #张展
“If we just wallow in our sadness and don’t do something to change this…
时政
( twitter.com)

上级才是关键人物，别指望上级的老婆，还有红三代官二代。We the people才是强大的力量，必须坚持每天发声，直至20大上级下去了
时政
( twitter.com)

【在英国议会举起的白纸】Thank you, for hosting the discussion panel on Tiananmen: A Path to a Democratic Future for China. I want to highlight the importance and urgency of creating a safe space for the Chinese diaspora. We must stand in solidarity with those
时政
( twitter.com)

Russia has not stopped terrorizing our people for a single week in more than two years of this war.
Russia tries to expand the war while consistently making empty statements about peace. We must use all available means to force Russia to make a real and just peace. Our defense
时政
( twitter.com)

So thrilled to hear that “New Cold Wars” was an instant NYT bestseller on its first week. Grateful to all who made that possible, from the fabulous team that helped me and report and write the book, to the many who we discussed it with this week, on TV, blogs, news
时政
( twitter.com)

🚨X HAS DEMOCRATIZED ACCESS TO NEWS
The impressions we get a month is 2 to 4 billion... with a B.
These are numbers that CNN, Fox, MSNBC struggle to get.
X completely democratized access to news and gave protection to free speech.
And what did with X is give
btc
( twitter.com)

The reason this matters is that a significant number of people who are supposed to be working for the government are doing so little work that they are not checking their email at all!
In some cases, we believe non-existent people or the identities of dead people are being used
btc
( twitter.com)

I shared this note with the Washington Post team this morning:
I’m writing to let you know about a change coming to our opinion pages.
We are going to be writing every day in support and defense of two pillars: personal liberties and free markets. We’ll cover other topics too
btc
( twitter.com)

Driver in front of us (center) at the moment of being forced by unexpected oncoming driver over the line (at left), to crash into the bus (right). We did not crash.
Thanks to Tesla FSD quick reaction and 'thinking', sparing us from a head on collision on Wednesday, with the
btc
( twitter.com)

"There's a good chance they might try to kill me.
I've had quite a few friends call me and say, you should definitely improve your security. They are definitely going to try to kill you. It's crazy that we have a presidential candidate who they have tried to kill twice."
btc
( twitter.com)

As early as a year ago, we proposed a Drone Deal to the United States of America, because it is our key partner.
The agreement is not only about interceptor drones. First and foremost, it includes naval drones and long-range drones that have been proven in the war. It also
时政
( twitter.com)

BREAKING: As Trump continues to deploy US troops to the Middle East to fight a foreign war with Iran, as gas prices shoot through the roof, and as we are seeing horrific job losses, Donald Trump is playing golf with his billionaire friends in the comfort of his own home, while
时政
( twitter.com)