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

“Love is what we born with, hate is what we learn.”---来自Frank.
柴静你好！
虽然回忆过去有种剜心刺骨的感觉，但是，知道世界上有另一个人愿意倾听我的故事，让我感到宽慰。
在我人生的前二十年里，我一直保持着一种“规矩”，或者说一种“真诚”，因为我相信这会给我带来回报。…
时政
( twitter.com)

2年前 • 柴静 0 评论

【极氪车主维权疑云：套路“割韭菜”、营销误导、变相加价？】有的不满来自于配置，极氪发布会上分别发布，ME、WE、YOU三个版本，消费者自然的对应上了低配、中配和高配。后来发现， YOU版也不是顶配，而ME、WE两个版本随便加个选装就超过30万，将无法补贴。
大陆资讯
( mp.weixin.qq.com)

4年前 • 微信公众号 0 评论

闪电预览

"Today, I am holding up an image that shows many current political prisoners in China. My heart aches terribly every time I see this picture. But I put it on my desk at home and I look at it every day...I know I must let the world know about the human rights abuses in China.”
时政
( twitter.com)

2年前 • China Commission • 下载视频 0 评论

00:00:33

I had lunch with this lady today. Her name is Fang Fang, and US media called her a “suspected Chinese spy.”
🔹In 2009, she went to study in 🇺🇸and did a lot of work to promote personnel exchanges between China & US in those years.
🔹In 2015, the CIA & FBI approached her, asked…
时政
( twitter.com)

2年前 • Hu Xijin 胡锡进 0 评论

《彭立发》画像纪念四通桥 2周年彭立发（彭载舟）失踪2周年
首发大声媒体
Drawing for Peng Lifa
Today marks the 2nd anniversary of Chinese activist Peng lifa‘s Sitong bridge protest and his disappearing.
In October 2022, Mr Peng unfurled
时政
( dasheng.media)

1年前 • 巴丢草 Bad ї ucao 0 评论

香港最后一任港督彭定康在BBC《今日》（Today）节目就香港局势接受采访，他认为，结束香港目前局面的唯一途径是港府有所作为，开始政治和解进程。

大陆资讯
( bbc.in)

6年前 • bbcChinese 0 评论

FSD V13.2.8 ➡️ V13.2.9
First drive - 20mi, 1 hour behind wheel.
At this point, what can I say? I have been running these same routes since late V11 at end of 2023. I can’t believe what it was like then, and what it is like today. There is no greater way to measure Tesla than to
btc
( twitter.com)

9个月前 • Mike P 0 评论

今天我又被强迫入党啦！那我是不是应该补交党费了呢？
BTW：强迫入党就够了，为什么要强迫我当白人呢？
Today I was forced to join the Party again! So should I pay the…
推特中文圈
( twitter.com)

5年前 • twitter机器人 0 评论

Just had a great design review today with the Tesla AI5 chip design team! This is going to be an epic chip.
And AI6 to follow has a shot at being the best by AI chip by far.
Switching from doing 2 chip architectures to 1 means all our silicon talent is focused on making 1
btc
( twitter.com)

6个月前 • Elon Musk 0 评论

🚨🇩🇪 I AM PROUD TO BE GERMAN❗️
Elon Musk shared a powerful message with us at the AfD rally today:
It’s ok to be proud to be German.
So let me take you on a journey through my experience with growing up German and exploring my own culture in Bach, Beethoven and Goethe ❤️
btc
( twitter.com)

1年前 • Naomi Seibt • 下载视频 0 评论

00:03:04

Finally they post something today

【抖音】#星汉灿烂 #以后拍照不用亲自笑了星汉家族怎么也没想到, 这辈子能笑得这么灿烂! #星汉灿烂全员拍照不用笑

#ZhaoLusi #赵露思…
币圈
( twitter.com)

3年前 • twitter机器人 0 评论

今天，让我们纪念所有不幸逝去的跨性别者们。
望终有一日，所有人都能在阳光下生活，不再受到歧视和冷漠…
Today, let's in memory of all the trans people who have tragical…
推特中文圈
( twitter.com)

3年前 • twitter机器人 0 评论

#Luxembourg and Germany carry #Europe in their hearts. We are united in protecting the values of the EU together. Deficits in the area of #RuleOfLaw have no place in our Europe. - during the first visit of Foreign Minister in Berlin 1/3
时政
( twitter.com)

2年前 • GermanForeignOffice 0 评论

"I want to make a few points absolutely clear:
Israel has no intention of permanently occupying Gaza or displacing its civilian population.
Israel is fighting Hamas terrorists, not the Palestinian population, and we are doing so in full compliance with international law.
时政
( twitter.com)

2年前 • Prime Minister of Israel • 下载视频 0 评论

00:00:57

Every year on Jan 14th, I would post something on social media and write to NGOs+politicians to remind them that it’s the anniversary of my father Ilham Tohti’s detention. But as a family member of his, we need no reminders like this...
时政
( twitter.com)

2年前 • Jewher.Ilham 0 评论

The President of France, Emmanuel Macron, announced that France will deliver 40 Scalp EG cruise missiles to Ukraine.
We are grateful to our French partners for their unwavering support and significant reinforcement of the Ukrainian Air Force.
Merci Beaucoup!
🇺🇦🤝🇫🇷
时政
( twitter.com)

2年前 • Defense of Ukraine 0 评论

Enjoyed a solid discussion with a bipartisan delegation of the #US Congress led by #Taiwan Caucus co-chairs & Marking 45 years of the Taiwan Relations Act, we look forward to deepening Taiwan-US partnership & remain committed to advancing regional stability.
时政
( twitter.com)

2年前 • 賴清德Lai Ching-te 0 评论

Congratulations to Hsieh Su-Wei 謝淑薇 on a historic win — mixed & women's doubles titles at the 2024 We in #Taiwan are proud to see you take your 8th Grand Slam title & continuing to inspire us all.
Image source:
时政
( ausopen.com)

2年前 • 蔡英文 Tsai Ing-wen 0 评论

We are very pleased to announce that Prof. James Robson will be the next Director of the Harvard-Yenching Institute, starting this July! He will be succeeding Prof. Elizabeth J. Perry, who has served as HYI Director since 2008. To read more, visit:
时政
( ow.ly)

2年前 • Harvard-Yenching Institute 0 评论

Taiwan has the lowest fertility rates (& 9th lowest birth rates) in the world in 2023. Earlier this month we asked Taiwan's small political parties what steps they would take to resolve the issue. For our feminism and gender podcast #ZGreenParty /1
时政
( twitter.com)

2年前 • Ghost Island Media 鬼島之音 0 评论

We were profoundly surprised, even shocked on discovering the remarks made by Congresswoman Ilhan Omar (D) of Minnesota in a recent public forum, widely circulated on most social media platforms and attached below for your reference.
The language she employed was regrettably…
时政
( twitter.com)

2年前 • Ambassador Rhoda J Elmi • 下载视频 0 评论

00:03:17

What makes our performances so unique? Hear it directly from those who've experienced it! In this clip, audience members share how Shen Yun brought them lightness and joy.
We are currently on our 2024 world tour. Find us in a city near you:
时政
( sypa.us)

2年前 • Shen Yun • 下载视频 0 评论

00:00:36

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

大陆资讯

时政

时政

《彭立发》画像 纪念四通桥 2周年 彭立发（彭载舟）失踪2周年 首发大声媒体 Drawing for Peng Lifa Today marks the 2nd anniversary of Chinese activist Peng lifa‘s Sitong bridge protest and his disappearing. In October 2022, Mr Peng unfurled 时政 ( dasheng.media)

时政

香港最后一任港督彭定康在BBC《今日》（Today）节目就香港局势接受采访，他认为，结束香港目前局面的唯一途径是港府有所作为，开始政治和解进程。 大陆资讯 ( bbc.in)

大陆资讯

btc

今天我又被强迫入党啦！那我是不是应该补交党费了呢？ BTW：强迫入党就够了，为什么要强迫我当白人呢？ Today I was forced to join the Party again! So should I pay the… 推特中文圈 ( twitter.com)

推特中文圈

Just had a great design review today with the Tesla AI5 chip design team! This is going to be an epic chip. And AI6 to follow has a shot at being the best by AI chip by far. Switching from doing 2 chip architectures to 1 means all our silicon talent is focused on making 1 btc ( twitter.com)

btc

btc

根据福音派杂志《今日基督教》（Christianity Today）援引美国海关与边境保护局的消息，美国政府正在考虑将从中国进口的《圣经》排除在加征关税的范围之外。 时政 ( twitter.com)

时政

brainrot for today 你去给别人导演建议待会把我公主抱出来。 可以呀！ 你去你去，公主抱！ 可以！男友力。 男友力？ 男友力足啊。 我们这是兄弟剧，你在想什么呢wyb！ 图片 ( twitter.com)

图片

@赤足庭院:美国王思聪→_→//@NowThis:川普在参加NBC Today Show节目时回忆了自己早年的“艰苦生活”——他在布鲁克林起家，父亲只给他提供了一百万美元的“小额”贷款。 大陆资讯 ( www.miaopai.com)

大陆资讯

Finally they post something today 【抖音】#星汉灿烂 #以后拍照不用亲自笑了 星汉家族怎么也 没想到, 这辈子能笑得这么灿烂! #星汉灿烂全员 拍照不用笑 #ZhaoLusi #赵露思… 币圈 ( twitter.com)

币圈

今天，让我们纪念所有不幸逝去的跨性别者们。 望终有一日，所有人都能在阳光下生活，不再受到歧视和冷漠… Today, let's in memory of all the trans people who have tragical… 推特中文圈 ( twitter.com)

推特中文圈

#Luxembourg and Germany carry #Europe in their hearts. We are united in protecting the values of the EU together. Deficits in the area of #RuleOfLaw have no place in our Europe. - during the first visit of Foreign Minister in Berlin 1/3 时政 ( twitter.com)

时政

"I want to make a few points absolutely clear: Israel has no intention of permanently occupying Gaza or displacing its civilian population. Israel is fighting Hamas terrorists, not the Palestinian population, and we are doing so in full compliance with international law. 时政 ( twitter.com)

时政

Every year on Jan 14th, I would post something on social media and write to NGOs+politicians to remind them that it’s the anniversary of my father Ilham Tohti’s detention. But as a family member of his, we need no reminders like this... 时政 ( twitter.com)

时政

时政

Enjoyed a solid discussion with a bipartisan delegation of the #US Congress led by #Taiwan Caucus co-chairs & Marking 45 years of the Taiwan Relations Act, we look forward to deepening Taiwan-US partnership & remain committed to advancing regional stability. 时政 ( twitter.com)

时政

Congratulations to Hsieh Su-Wei 謝淑薇 on a historic win — mixed & women's doubles titles at the 2024 We in #Taiwan are proud to see you take your 8th Grand Slam title & continuing to inspire us all. Image source: 时政 ( ausopen.com)

时政

We are very pleased to announce that Prof. James Robson will be the next Director of the Harvard-Yenching Institute, starting this July! He will be succeeding Prof. Elizabeth J. Perry, who has served as HYI Director since 2008. To read more, visit: 时政 ( ow.ly)

时政

Taiwan has the lowest fertility rates (& 9th lowest birth rates) in the world in 2023. Earlier this month we asked Taiwan's small political parties what steps they would take to resolve the issue. For our feminism and gender podcast #ZGreenParty /1 时政 ( twitter.com)

时政

时政

What makes our performances so unique? Hear it directly from those who've experienced it! In this clip, audience members share how Shen Yun brought them lightness and joy. We are currently on our 2024 world tour. Find us in a city near you: 时政 ( sypa.us)

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 )

《彭立发》画像纪念四通桥 2周年彭立发（彭载舟）失踪2周年
首发大声媒体
Drawing for Peng Lifa
Today marks the 2nd anniversary of Chinese activist Peng lifa‘s Sitong bridge protest and his disappearing.
In October 2022, Mr Peng unfurled
时政
( dasheng.media)

香港最后一任港督彭定康在BBC《今日》（Today）节目就香港局势接受采访，他认为，结束香港目前局面的唯一途径是港府有所作为，开始政治和解进程。

大陆资讯
( bbc.in)

今天我又被强迫入党啦！那我是不是应该补交党费了呢？
BTW：强迫入党就够了，为什么要强迫我当白人呢？
Today I was forced to join the Party again! So should I pay the…
推特中文圈
( twitter.com)

Just had a great design review today with the Tesla AI5 chip design team! This is going to be an epic chip.
And AI6 to follow has a shot at being the best by AI chip by far.
Switching from doing 2 chip architectures to 1 means all our silicon talent is focused on making 1
btc
( twitter.com)

根据福音派杂志《今日基督教》（Christianity Today）援引美国海关与边境保护局的消息，美国政府正在考虑将从中国进口的《圣经》排除在加征关税的范围之外。
时政
( twitter.com)

brainrot for today

你去给别人导演建议待会把我公主抱出来。
可以呀！
你去你去，公主抱！
可以！男友力。
男友力？
男友力足啊。
我们这是兄弟剧，你在想什么呢wyb！
图片
( twitter.com)

@赤足庭院:美国王思聪→_→//@NowThis:川普在参加NBC Today Show节目时回忆了自己早年的“艰苦生活”——他在布鲁克林起家，父亲只给他提供了一百万美元的“小额”贷款。
大陆资讯
( www.miaopai.com)

Finally they post something today

【抖音】#星汉灿烂 #以后拍照不用亲自笑了星汉家族怎么也没想到, 这辈子能笑得这么灿烂! #星汉灿烂全员拍照不用笑

#ZhaoLusi #赵露思…
币圈
( twitter.com)

今天，让我们纪念所有不幸逝去的跨性别者们。
望终有一日，所有人都能在阳光下生活，不再受到歧视和冷漠…
Today, let's in memory of all the trans people who have tragical…
推特中文圈
( twitter.com)

#Luxembourg and Germany carry #Europe in their hearts. We are united in protecting the values of the EU together. Deficits in the area of #RuleOfLaw have no place in our Europe. - during the first visit of Foreign Minister in Berlin 1/3
时政
( twitter.com)

"I want to make a few points absolutely clear:
Israel has no intention of permanently occupying Gaza or displacing its civilian population.
Israel is fighting Hamas terrorists, not the Palestinian population, and we are doing so in full compliance with international law.
时政
( twitter.com)

Every year on Jan 14th, I would post something on social media and write to NGOs+politicians to remind them that it’s the anniversary of my father Ilham Tohti’s detention. But as a family member of his, we need no reminders like this...
时政
( twitter.com)

Enjoyed a solid discussion with a bipartisan delegation of the #US Congress led by #Taiwan Caucus co-chairs & Marking 45 years of the Taiwan Relations Act, we look forward to deepening Taiwan-US partnership & remain committed to advancing regional stability.
时政
( twitter.com)

Congratulations to Hsieh Su-Wei 謝淑薇 on a historic win — mixed & women's doubles titles at the 2024 We in #Taiwan are proud to see you take your 8th Grand Slam title & continuing to inspire us all.
Image source:
时政
( ausopen.com)

We are very pleased to announce that Prof. James Robson will be the next Director of the Harvard-Yenching Institute, starting this July! He will be succeeding Prof. Elizabeth J. Perry, who has served as HYI Director since 2008. To read more, visit:
时政
( ow.ly)

Taiwan has the lowest fertility rates (& 9th lowest birth rates) in the world in 2023. Earlier this month we asked Taiwan's small political parties what steps they would take to resolve the issue. For our feminism and gender podcast #ZGreenParty /1
时政
( twitter.com)

What makes our performances so unique? Hear it directly from those who've experienced it! In this clip, audience members share how Shen Yun brought them lightness and joy.
We are currently on our 2024 world tour. Find us in a city near you:
时政
( sypa.us)