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 191

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

I had multiple conversations with Charlie about antisemitism over the last month
He correctly pointed out that some far-left Jewish organizations have undermined America
But he was an incredible ally for the Jews
We recorded a podcast last month which should be released soon
btc
( twitter.com)

4个月前 • Shaun Maguire 0 评论

The amount of hardcore engineers we have is hard to comprehend. If you are in a room with individuals, you’re quite literally around the brightest minds in our country. Develop, question requirement, make requirements less dumb, all the things happen on an hourly basis here!
btc
( twitter.com)

4个月前 • Brent Mayo 0 评论

A 10-year-old Japanese boy was fatally stabbed by an unidentified assailant in Shenzhen, China. To date, not a single Chinese media outlet has reported on the boy's death, and even avoided mentioning comments from the Chinese Foreign Ministry’s Regular Press Conference. We
时政
( twitter.com)

1年前 • Ignatius Lee 0 评论

DAMNNNNNN!!! SHE RIPS APART KAMALA HARRIS 🔥🔥🔥🔥
“Kamala Harris, you are as fake as press on nails! And I can see right through you!”
“People are not STUPlD, we can tell when you’re dancing around the issue instead of answering the question!”
时政
( twitter.com)

1年前 • TONY™ • 下载视频 0 评论

00:02:22

BREAKING: Israel's former PM Naftali Bennett says his country has 'its greatest opportunity in 50 years, to change the face of the Middle East' and that 'we must act now to destroy Iran’s nuclear program, its central energy facilities, and to fatally cripple this terrorist
时政
( twitter.com)

1年前 • The Spectator Index 0 评论

🚨 #BREAKING this is an insurrection!
Protestors are taking the American flag down as we speak!! Arrest them all deport them!! I as an American am done with this! My entire family didn’t die for these people to take over it!! I’m beyond furious!! 👇
时政
( twitter.com)

1年前 • The doppelgängers 🇺🇸 • 下载视频 0 评论

00:00:16

Dear Z-Librarians,
We are excited to announce that access to the site has been restored few days ago! 🎉
A failure in the system affected the operation of personal telegram bots, if your bot is disconnected, please reconnect it.
Please use a link or
时政
( z-library.rs)

1年前 • Z-Library Official 0 评论

Under Kamala Harris and Joe Biden’s administration, they mistakenly gave $239 million of your hard earned tax payer dollars to the TALIBAN.
We are $35 TRILLION in debt and this failed administration is so incompetent that they are throwing money at our enemies on accident.
时政
( twitter.com)

1年前 • Rep. Marjorie Taylor Greene🇺🇸 0 评论

The Prime Minister is now actively choosing to FUEL rioters with his dangerous rhetoric.
On what planet does he think going on TV and using inflammatory language will help the situation?
We need calm heads and LEADERSHIP, not more stirring.
He should resign. Disgraceful.
时政
( twitter.com)

1年前 • Alex Armstrong 0 评论

We post things about the Olympics, and they are public domain!
Copyright reports are made immediately.
You think that's true ??
You should be happy about that!
Nothing promotes athletes better than social media, even if you spend millions !!
Be humble!
People like you will
有趣
( twitter.com)

1年前 • Figen 0 评论

If you doubt the ingenuity and work ethic of the African (because you are RACIST), behold the potential of these future engineers. If only we could force them into ivy league universities at the expense of Whites and East Asians 🤔🤔🤔🤔
时政
( twitter.com)

1年前 • Anti White Watch ☀️ • 下载视频 0 评论

00:00:38

Since August, some municipal governments in China started a new initiative with the slogan 'Break pot, sell steel' indicating their financial difficulty.
Last time they used this slogan was during the great leap forward movement in 1950s. And we all know what happened next.
时政
( twitter.com)

1年前 • The Great Translation Movement 大翻译运动 0 评论

The family of the hostage Evyatar David has shared new footage of his kidnapping.
The footage shows a Hamas terrorist hitting him with a rifle, with gunshots in the background, while he is tied up and afraid.
We are dealing with the sons of Satan.
时政
( twitter.com)

1年前 • Vivid.🇮🇱 • 下载视频 0 评论

00:01:30

I lodged a formal complaint regarding police brutality in Australia, as pictured below, on June 19, 2024
Received a response two months later on Aug 21 that "The investigation has been accepted by Professional Standards and has been suspended as we await an available
时政
( twitter.com)

1年前 • Vicky Xu / 許微其 0 评论

Reminder: Kamala’s party executed a cute pet squirrel named Peanut this week because they’re lunatics. Vote Trump to avenge Peanut!
Serious note: If Trump works Peanut into his speech with a RIP graphic behind him, this race is officially over. We want justice for Peanut!
时政
( twitter.com)

1年前 • Robby Starbuck 0 评论

One side has the media, the entertainment industry, the military-industrial complex, and the full might of the American deep state.
The other side has a bunch of Twitter goons shitposting about avenging a murdered squirrel.
And we still might pull this off next week.
时政
( twitter.com)

1年前 • Robert Sterling 0 评论

Sebastien Lai: “ The position that #JimmyLai is a Chinese citizen because they say he is, is intolerable.” advising for the UK govt should “make clear they they do not accept that Jimmy Lai is not British and should demand consular access. We need more
时政
( twitter.com)

1年前 • The Committee for Freedom in Hong Kong Foundation 0 评论

Kamala Harris pulling out all the stops to find employment 🥰
The Kamala post election series starts now . commented under one of our mean show posts; let’s see if we can get kamalalalalala on his radar 🙏🏼🤪 he’d get a kick out of it
时政
( twitter.com)

1年前 • Estee Palti • 下载视频 0 评论

00:02:42

While we allow TikTok to roam free in the U.S, here is a partial list of social media/news outlets/internet services banned or made inaccessible inside China by the CCP:
Facebook
Twitter
Instagram
Snapchat
YouTube
Pinterest
Tumblr
Reddit
WhatsApp
Google Search
Gmail
Google Maps
时政
( twitter.com)

1年前 • MilesYu 余茂春 0 评论

1000 days of bravery, defiance and courage.
1000 days of beating the odds.
1000 days of standing together, as brothers and sisters.
As one family that shares a common future.
We will continue to #StandwithUkraine.
For as long as it takes.
#SlavaUkraini 🇪🇺🇺🇦
时政
( twitter.com)

1年前 • Roberta Metsola • 下载视频 0 评论

00:01:06

Rubio: "The Post-War Global Order Is Not Just Obsolete, It Is Now A Weapon Being Used Against Us"
Read more of his opening statement -
"We welcomed the Chinese Communist Party into the global order, and they took advantage of all its benefits while
时政
( www.realclearpolitics.com)

1年前 • RCP Video • 下载视频 0 评论

00:06:00

President Trump just removed affirmative action from the federal government hiring practices
This reverses LBJ’s executive order 11246
We will have a government based on merit, not race
This is massive
Reagan, HW Bush, and Bush never dared to touch it
Now it’s gone
btc
( twitter.com)

1年前 • Charlie Kirk 0 评论

ELON: GOVERNMENT SHOULD BE FULLY TRANSPARENT BY DEFAULT
“I think that the strong bias with respect to government information should be to make it available to the public.
Let's be as transparent as possible.
Fully transparent.
Unless it's a massive risk to the country – we
btc
( twitter.com)

1年前 • Mario Nawfal • 下载视频 0 评论

00:00:29

PRESIDENT TRUMP: "I'm signing an Executive Order to open up the pumps and the valves in the north. We want to get that water pouring down here as quickly as possible — and let hundreds of millions of gallons of water flow down into southern California."
btc
( twitter.com)

1年前 • Trump War Room • 下载视频 0 评论

00:00:28

In just 48 hours, our Memphis Safe Task Force has made 53 arrests and seized 20 illegal firearms.
Yesterday, a missing juvenile was located and three firearms were recovered at the home of a murder suspect.
At direction, we are making America safe again! 🇺🇸
btc
( twitter.com)

4个月前 • Attorney General Pamela Bondi 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

I had multiple conversations with Charlie about antisemitism over the last month He *correctly* pointed out that some far-left Jewish organizations have undermined America But he was an incredible ally for the Jews We recorded a podcast last month which should be released soon btc ( twitter.com)

btc

The amount of hardcore engineers we have is hard to comprehend. If you are in a room with individuals, you’re quite literally around the brightest minds in our country. Develop, question requirement, make requirements less dumb, all the things happen on an hourly basis here! btc ( twitter.com)

btc

A 10-year-old Japanese boy was fatally stabbed by an unidentified assailant in Shenzhen, China. To date, not a single Chinese media outlet has reported on the boy's death, and even avoided mentioning comments from the Chinese Foreign Ministry’s Regular Press Conference. We 时政 ( twitter.com)

时政

DAMNNNNNN!!! SHE RIPS APART KAMALA HARRIS 🔥🔥🔥🔥 “Kamala Harris, you are as fake as press on nails! And I can see right through you!” “People are not STUPlD, we can tell when you’re dancing around the issue instead of answering the question!” 时政 ( twitter.com)

时政

BREAKING: Israel's former PM Naftali Bennett says his country has 'its greatest opportunity in 50 years, to change the face of the Middle East' and that 'we must act now to destroy Iran’s nuclear program, its central energy facilities, and to fatally cripple this terrorist 时政 ( twitter.com)

时政

🚨 #BREAKING this is an insurrection! Protestors are taking the American flag down as we speak!! Arrest them all deport them!! I as an American am done with this! My entire family didn’t die for these people to take over it!! I’m beyond furious!! 👇 时政 ( twitter.com)

时政

Dear Z-Librarians, We are excited to announce that access to the site has been restored few days ago! 🎉 A failure in the system affected the operation of personal telegram bots, if your bot is disconnected, please reconnect it. Please use a link or 时政 ( z-library.rs)

时政

Under Kamala Harris and Joe Biden’s administration, they mistakenly gave $239 million of your hard earned tax payer dollars to the TALIBAN. We are $35 TRILLION in debt and this failed administration is so incompetent that they are throwing money at our enemies on accident. 时政 ( twitter.com)

时政

The Prime Minister is now actively choosing to FUEL rioters with his dangerous rhetoric. On what planet does he think going on TV and using inflammatory language will help the situation? We need calm heads and LEADERSHIP, not more stirring. He should resign. Disgraceful. 时政 ( twitter.com)

时政

We post things about the Olympics, and they are public domain! Copyright reports are made immediately. You think that's true ?? You should be happy about that! Nothing promotes athletes better than social media, even if you spend millions !! Be humble! People like you will 有趣 ( twitter.com)

有趣

If you doubt the ingenuity and work ethic of the African (because you are RACIST), behold the potential of these future engineers. If only we could force them into ivy league universities at the expense of Whites and East Asians 🤔🤔🤔🤔 时政 ( twitter.com)

时政

Since August, some municipal governments in China started a new initiative with the slogan 'Break pot, sell steel' indicating their financial difficulty. Last time they used this slogan was during the great leap forward movement in 1950s. And we all know what happened next. 时政 ( twitter.com)

时政

The family of the hostage Evyatar David has shared new footage of his kidnapping. The footage shows a Hamas terrorist hitting him with a rifle, with gunshots in the background, while he is tied up and afraid. We are dealing with the sons of Satan. 时政 ( twitter.com)

时政

I lodged a formal complaint regarding police brutality in Australia, as pictured below, on June 19, 2024 Received a response two months later on Aug 21 that "The investigation has been accepted by Professional Standards and has been suspended as we await an available 时政 ( twitter.com)

时政

Reminder: Kamala’s party executed a cute pet squirrel named Peanut this week because they’re lunatics. Vote Trump to avenge Peanut! Serious note: If Trump works Peanut into his speech with a RIP graphic behind him, this race is officially over. We want justice for Peanut! 时政 ( twitter.com)

时政

One side has the media, the entertainment industry, the military-industrial complex, and the full might of the American deep state. The other side has a bunch of Twitter goons shitposting about avenging a murdered squirrel. And we still might pull this off next week. 时政 ( twitter.com)

时政

Sebastien Lai: “ The position that #JimmyLai is a Chinese citizen because they say he is, is intolerable.” advising for the UK govt should “make clear they they do not accept that Jimmy Lai is not British and should demand consular access. We need more 时政 ( twitter.com)

时政

Kamala Harris pulling out all the stops to find employment 🥰 The Kamala post election series starts now . commented under one of our mean show posts; let’s see if we can get kamalalalalala on his radar 🙏🏼🤪 he’d get a kick out of it 时政 ( twitter.com)

时政

时政

1000 days of bravery, defiance and courage. 1000 days of beating the odds. 1000 days of standing together, as brothers and sisters. As one family that shares a common future. We will continue to #StandwithUkraine. For as long as it takes. #SlavaUkraini 🇪🇺🇺🇦 时政 ( twitter.com)

时政

Rubio: "The Post-War Global Order Is Not Just Obsolete, It Is Now A Weapon Being Used Against Us" Read more of his opening statement - "We welcomed the Chinese Communist Party into the global order, and they took advantage of all its benefits while 时政 ( www.realclearpolitics.com)

时政

President Trump just removed affirmative action from the federal government hiring practices This reverses LBJ’s executive order 11246 We will have a government based on merit, not race This is massive Reagan, HW Bush, and Bush never dared to touch it Now it’s gone btc ( twitter.com)

btc

ELON: GOVERNMENT SHOULD BE FULLY TRANSPARENT BY DEFAULT “I think that the strong bias with respect to government information should be to make it available to the public. Let's be as transparent as possible. Fully transparent. Unless it's a massive risk to the country – we btc ( twitter.com)

btc

PRESIDENT TRUMP: "I'm signing an Executive Order to open up the pumps and the valves in the north. We want to get that water pouring down here as quickly as possible — and let hundreds of millions of gallons of water flow down into southern California." btc ( twitter.com)

btc

In just 48 hours, our Memphis Safe Task Force has made 53 arrests and seized 20 illegal firearms. Yesterday, a missing juvenile was located and three firearms were recovered at the home of a murder suspect. At direction, we are making America safe again! 🇺🇸 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 )