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 116

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

Today is the 800th day of the full-scale invasion. Ukraine is still standing. Thank you to all who helped Ukraine to survive the brutal genocide committed by russia.
时政
( twitter.com)

1年前 • Roman Sheremeta 🇺🇦 0 评论

Ronald Reagan being asked about his age during debate in 1984, when he was aged 73 -- eight years younger than Biden and five years younger than Trump are today.
时政
( twitter.com)

1年前 • The Spectator Index • 下载视频 0 评论

00:00:46

Today in Paris, #France , two Chinese people stood up against animal abuse. They called on the #Chinese government to arrest cat abuse organizations and enact anti-animal abuse laws!
时政
( twitter.com)

1年前 • CNAnimalRightsAlert • 下载视频 0 评论

00:00:50

Today, Chairman head of the U.S. delegation to Ranking Member Representative past president of the NATO Parliamentary Assembly, and additional Members of Congress urged to expedite resources to Ukraine.
时政
( twitter.com)

1年前 • House Intelligence Committee 0 评论

The World Bank reports that 690 million people today live in extreme poverty, equivalent to less than $2.15 a day.
This is down from 1.1 billion people in 2010.
时政
( twitter.com)

1年前 • The Spectator Index 0 评论

The World Bank reports that 690 million people today live in extreme poverty, equivalent to less than $2.15 a day.
This is down from 1.1 billion people in 2010.
时政
( twitter.com)

10个月前 • The Spectator Index 0 评论

7 years ago today, the CCP unjustly detained Dr. Gulshan Abbas, a physician, sister, mother, and grandmother. She remains imprisoned, a victim of Beijing’s campaign to erase Uyghurs. #FreeGulshanAbbas
时政
( twitter.com)

6个月前 • Select Committee on the CCP Democrats • 下载视频 0 评论

00:00:51

The World Bank reports that 690 million people today live in extreme poverty, equivalent to less than $2.15 a day.
This is down from 1.1 billion people in 2010.
时政
( twitter.com)

6个月前 • The Spectator Index 0 评论

#crypto #btc

转发并关注我，今天你会获得一枚比特币！

Retweet and follow me and you'll get a bitcoin today!
币圈
( twitter.com)

3年前 • Hale花哥 | 花花研究院 0 评论

WANG ZIHAO weibo updated

来自四圣兽预备成员-王子浩的微博

he sent us his selca & said he thought today…
推特中文圈
( twitter.com)

2年前 • 🥝 0 评论

Another view of the Islamic procession in Manchester.
If Manchester war heroes could see their city as it is today, do you think they would be happy, or horrified?
时政
( twitter.com)

2年前 • Paul Golding • 下载视频 0 评论

00:00:23

still strong support for ukraine in washington today.

but also a growing feeling present levels are a high water mark. hard to imagine military support for a second counteroffensive.
时政
( twitter.com)

2年前 • ian bremmer 0 评论

Volodymyr Balabanyk, 8 years old, from Ivano-Frankivsk region, was killed by a Russian missile today.

Deepest condolences to his family.
Russia must pay.

Source: Kolomyia city education department
时政
( twitter.com)

2年前 • Anton Gerashchenko 0 评论

Today the Swedish government announced a new military assistance package for Ukraine worth SEK 3,4 billion. This will assist Ukraine in its endvour to retake occupied territory. (1/5)
时政
( twitter.com)

2年前 • Pål Jonson 0 评论

As #Japan starts releasing treated water from #Fukushima Daiichi nuclear power plant today, IAEA explains in this video how our monitoring tool provides live data on the release.
📊
时政
( atoms.iaea.org)

2年前 • IAEA - International Atomic Energy Agency ⚛️ • 下载视频 0 评论

00:04:16

WATCH: Fox’s interviews British Prime Minister on trade, Canada, defense spending, Ukraine, VP Vance’s freedom of speech comments, King Charles and tariffs following his meeting with President Trump today
时政
( twitter.com)

1年前 • TV News Now • 下载视频 0 评论

00:11:39

The World Bank reports that 690 million people today live in extreme poverty, equivalent to less than $2.15 a day.
This is down from 1.1 billion people in 2010.
时政
( twitter.com)

1年前 • The Spectator Index 0 评论

Contract update!
Today, agencies terminated 105 contracts with a ceiling value of $935M and $580M in savings, including a $1.03M National Science Foundation consulting contract for “fitness center services”.
btc
( twitter.com)

1年前 • Department of Government Efficiency 0 评论

I saw my Great Grandfather Charlie West walk, smile and wave at me today thanks to Grok Imagine. 🥹
He passed 38 years before I was born.
Thank you
btc
( twitter.com)

7个月前 • JoshWest247 ⚡️ 0 评论

“𝗧𝗢 𝗢𝗨𝗥 𝟭𝟯𝟮 𝗦𝗧𝗔𝗥𝗦 𝗢𝗙 𝗡𝗢𝗩𝗘𝗠𝗕𝗘𝗥 𝟭𝟯𝗧𝗛” ✨
The fans at the Parc des Princes pays tribute to the victims of the Paris attacks, exactly 10 years ago today.
有趣
( twitter.com)

4个月前 • Football Vibes 0 评论

孙哥杀回微博了，名字为各位中文区老铁走一波关注！Justin Sun is back to Weibo today!
币圈
( twitter.com)

3年前 • H.E. Justin Sun🌞🇬🇩🇩🇲🔥 0 评论

The World Bank reports that 690 million people today live in extreme poverty, equivalent to less than $2.15 a day.
This is down from 1.1 billion people in 2010.
时政
( twitter.com)

1个月前 • The Spectator Index 0 评论

THE ENDLESS LIES OF GAZA 🧵
We have been lied to. This is the message that goes all across of the Arab world suddenly after October 7th events and the war between Israel and Hamas in Gaza.
🔴Suddenly we discovered the Gaza, which is inhabited by 2 million people, has 36…
时政
( twitter.com)

2年前 • Nils Svendsen 0 评论

ELON: WE HAVE TO BUILD A SELF-SUSTAINING CITY ON MARS AS QUICKLY AS POSSIBLE
“The important thing is that we build a self-sustaining city on Mars as quickly as possible.
The key threshold is when that city can continue to grow and prosper even when the supply ships from Earth
btc
( twitter.com)

10个月前 • Mario Nawfal • 下载视频 0 评论

00:01:44

Elon Musk: Let's have a glorious, amazing future in space!
“We want to be the aliens exploring other galaxies. I grew up watching Star Trek, and Star Wars was the first movie that I ever saw in a theater. It obviously affected me a lot.
We just want to have this glorious,
btc
( twitter.com)

10个月前 • ELON CLIPS • 下载视频 0 评论

00:00:32

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

Today is the 800th day of the full-scale invasion. Ukraine is still standing. Thank you to all who helped Ukraine to survive the brutal genocide committed by russia. 时政 ( twitter.com)

时政

Ronald Reagan being asked about his age during debate in 1984, when he was aged 73 -- eight years younger than Biden and five years younger than Trump are today. 时政 ( twitter.com)

时政

Today in Paris, #France , two Chinese people stood up against animal abuse. They called on the #Chinese government to arrest cat abuse organizations and enact anti-animal abuse laws! 时政 ( twitter.com)

时政

Today, Chairman head of the U.S. delegation to Ranking Member Representative past president of the NATO Parliamentary Assembly, and additional Members of Congress urged to expedite resources to Ukraine. 时政 ( twitter.com)

时政

The World Bank reports that 690 million people today live in extreme poverty, equivalent to less than $2.15 a day. This is down from 1.1 billion people in 2010. 时政 ( twitter.com)

时政

The World Bank reports that 690 million people today live in extreme poverty, equivalent to less than $2.15 a day. This is down from 1.1 billion people in 2010. 时政 ( twitter.com)

时政

7 years ago today, the CCP unjustly detained Dr. Gulshan Abbas, a physician, sister, mother, and grandmother. She remains imprisoned, a victim of Beijing’s campaign to erase Uyghurs. #FreeGulshanAbbas 时政 ( twitter.com)

时政

The World Bank reports that 690 million people today live in extreme poverty, equivalent to less than $2.15 a day. This is down from 1.1 billion people in 2010. 时政 ( twitter.com)

时政

#crypto #btc 转发并关注我，今天你会获得一枚比特币！ Retweet and follow me and you'll get a bitcoin today! 币圈 ( twitter.com)

币圈

WANG ZIHAO weibo updated 来自 四圣兽预备成员-王子浩 的微博 he sent us his selca & said he thought today… 推特中文圈 ( twitter.com)

推特中文圈

Another view of the Islamic procession in Manchester. If Manchester war heroes could see their city as it is today, do you think they would be happy, or horrified? 时政 ( twitter.com)

时政

still strong support for ukraine in washington today. but also a growing feeling present levels are a high water mark. hard to imagine military support for a second counteroffensive. 时政 ( twitter.com)

时政

Volodymyr Balabanyk, 8 years old, from Ivano-Frankivsk region, was killed by a Russian missile today. Deepest condolences to his family. Russia must pay. Source: Kolomyia city education department 时政 ( twitter.com)

时政

Today the Swedish government announced a new military assistance package for Ukraine worth SEK 3,4 billion. This will assist Ukraine in its endvour to retake occupied territory. (1/5) 时政 ( twitter.com)

时政

As #Japan starts releasing treated water from #Fukushima Daiichi nuclear power plant today, IAEA explains in this video how our monitoring tool provides live data on the release. 📊 时政 ( atoms.iaea.org)

时政

WATCH: Fox’s interviews British Prime Minister on trade, Canada, defense spending, Ukraine, VP Vance’s freedom of speech comments, King Charles and tariffs following his meeting with President Trump today 时政 ( twitter.com)

时政

The World Bank reports that 690 million people today live in extreme poverty, equivalent to less than $2.15 a day. This is down from 1.1 billion people in 2010. 时政 ( twitter.com)

时政

Contract update! Today, agencies terminated 105 contracts with a ceiling value of $935M and $580M in savings, including a $1.03M National Science Foundation consulting contract for “fitness center services”. btc ( twitter.com)

btc

I saw my Great Grandfather Charlie West walk, smile and wave at me today thanks to Grok Imagine. 🥹 He passed 38 years before I was born. Thank you btc ( twitter.com)

btc

“𝗧𝗢 𝗢𝗨𝗥 𝟭𝟯𝟮 𝗦𝗧𝗔𝗥𝗦 𝗢𝗙 𝗡𝗢𝗩𝗘𝗠𝗕𝗘𝗥 𝟭𝟯𝗧𝗛” ✨ The fans at the Parc des Princes pays tribute to the victims of the Paris attacks, exactly 10 years ago today. 有趣 ( twitter.com)

有趣

孙哥杀回微博了，名字为 各位中文区老铁走一波关注！Justin Sun is back to Weibo today! 币圈 ( twitter.com)

币圈

The World Bank reports that 690 million people today live in extreme poverty, equivalent to less than $2.15 a day. This is down from 1.1 billion people in 2010. 时政 ( twitter.com)

时政

THE ENDLESS LIES OF GAZA 🧵 We have been lied to. This is the message that goes all across of the Arab world suddenly after October 7th events and the war between Israel and Hamas in Gaza. 🔴Suddenly we discovered the Gaza, which is inhabited by 2 million people, has 36… 时政 ( twitter.com)

时政

ELON: WE HAVE TO BUILD A SELF-SUSTAINING CITY ON MARS AS QUICKLY AS POSSIBLE “The important thing is that we build a self-sustaining city on Mars as quickly as possible. The key threshold is when that city can continue to grow and prosper even when the supply ships from Earth btc ( twitter.com)

btc

Elon Musk: Let's have a glorious, amazing future in space! “We want to be the aliens exploring other galaxies. I grew up watching Star Trek, and Star Wars was the first movie that I ever saw in a theater. It obviously affected me a lot. We just want to have this glorious, 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 )

Today is the 800th day of the full-scale invasion. Ukraine is still standing. Thank you to all who helped Ukraine to survive the brutal genocide committed by russia.
时政
( twitter.com)

Ronald Reagan being asked about his age during debate in 1984, when he was aged 73 -- eight years younger than Biden and five years younger than Trump are today.
时政
( twitter.com)

Today in Paris, #France , two Chinese people stood up against animal abuse. They called on the #Chinese government to arrest cat abuse organizations and enact anti-animal abuse laws!
时政
( twitter.com)

Today, Chairman head of the U.S. delegation to Ranking Member Representative past president of the NATO Parliamentary Assembly, and additional Members of Congress urged to expedite resources to Ukraine.
时政
( twitter.com)

The World Bank reports that 690 million people today live in extreme poverty, equivalent to less than $2.15 a day.
This is down from 1.1 billion people in 2010.
时政
( twitter.com)

The World Bank reports that 690 million people today live in extreme poverty, equivalent to less than $2.15 a day.
This is down from 1.1 billion people in 2010.
时政
( twitter.com)

7 years ago today, the CCP unjustly detained Dr. Gulshan Abbas, a physician, sister, mother, and grandmother. She remains imprisoned, a victim of Beijing’s campaign to erase Uyghurs. #FreeGulshanAbbas
时政
( twitter.com)

The World Bank reports that 690 million people today live in extreme poverty, equivalent to less than $2.15 a day.
This is down from 1.1 billion people in 2010.
时政
( twitter.com)

#crypto #btc

转发并关注我，今天你会获得一枚比特币！

Retweet and follow me and you'll get a bitcoin today!
币圈
( twitter.com)

WANG ZIHAO weibo updated

来自四圣兽预备成员-王子浩的微博

he sent us his selca & said he thought today…
推特中文圈
( twitter.com)

Another view of the Islamic procession in Manchester.
If Manchester war heroes could see their city as it is today, do you think they would be happy, or horrified?
时政
( twitter.com)

still strong support for ukraine in washington today.

but also a growing feeling present levels are a high water mark. hard to imagine military support for a second counteroffensive.
时政
( twitter.com)

Volodymyr Balabanyk, 8 years old, from Ivano-Frankivsk region, was killed by a Russian missile today.

Deepest condolences to his family.
Russia must pay.

Source: Kolomyia city education department
时政
( twitter.com)

Today the Swedish government announced a new military assistance package for Ukraine worth SEK 3,4 billion. This will assist Ukraine in its endvour to retake occupied territory. (1/5)
时政
( twitter.com)

As #Japan starts releasing treated water from #Fukushima Daiichi nuclear power plant today, IAEA explains in this video how our monitoring tool provides live data on the release.
📊
时政
( atoms.iaea.org)

WATCH: Fox’s interviews British Prime Minister on trade, Canada, defense spending, Ukraine, VP Vance’s freedom of speech comments, King Charles and tariffs following his meeting with President Trump today
时政
( twitter.com)

The World Bank reports that 690 million people today live in extreme poverty, equivalent to less than $2.15 a day.
This is down from 1.1 billion people in 2010.
时政
( twitter.com)

Contract update!
Today, agencies terminated 105 contracts with a ceiling value of $935M and $580M in savings, including a $1.03M National Science Foundation consulting contract for “fitness center services”.
btc
( twitter.com)

I saw my Great Grandfather Charlie West walk, smile and wave at me today thanks to Grok Imagine. 🥹
He passed 38 years before I was born.
Thank you
btc
( twitter.com)

“𝗧𝗢 𝗢𝗨𝗥 𝟭𝟯𝟮 𝗦𝗧𝗔𝗥𝗦 𝗢𝗙 𝗡𝗢𝗩𝗘𝗠𝗕𝗘𝗥 𝟭𝟯𝗧𝗛” ✨
The fans at the Parc des Princes pays tribute to the victims of the Paris attacks, exactly 10 years ago today.
有趣
( twitter.com)

孙哥杀回微博了，名字为各位中文区老铁走一波关注！Justin Sun is back to Weibo today!
币圈
( twitter.com)

The World Bank reports that 690 million people today live in extreme poverty, equivalent to less than $2.15 a day.
This is down from 1.1 billion people in 2010.
时政
( twitter.com)

THE ENDLESS LIES OF GAZA 🧵
We have been lied to. This is the message that goes all across of the Arab world suddenly after October 7th events and the war between Israel and Hamas in Gaza.
🔴Suddenly we discovered the Gaza, which is inhabited by 2 million people, has 36…
时政
( twitter.com)

ELON: WE HAVE TO BUILD A SELF-SUSTAINING CITY ON MARS AS QUICKLY AS POSSIBLE
“The important thing is that we build a self-sustaining city on Mars as quickly as possible.
The key threshold is when that city can continue to grow and prosper even when the supply ships from Earth
btc
( twitter.com)

Elon Musk: Let's have a glorious, amazing future in space!
“We want to be the aliens exploring other galaxies. I grew up watching Star Trek, and Star Wars was the first movie that I ever saw in a theater. It obviously affected me a lot.
We just want to have this glorious,
btc
( twitter.com)