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 215

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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Elon Musk
“Do you want a future where we're out there among the stars exploring the universe, or do you want a future where we're stuck on Earth forever?”
I think we want the super-exciting future where we're out there exploring the galaxy. That sounds great to me.
I think it's
btc
( twitter.com)

7个月前 • Tesla Owners Silicon Valley • 下载视频 0 评论

00:00:21

Walter Isaacson: If you don't want Elon Musk to control so many industries, you should learn to get stuff done too.
“Why is Elon successful at some of these things, like getting 5,000 satellites up? He said we used to be a nation of really great risk-takers. Even the people who
btc
( twitter.com)

7个月前 • ELON CLIPS • 下载视频 0 评论

00:01:26

Life is not a garden of roses and we are all fighting to survive.
So I always share inspiring things that will soothe your soul and mind.
I do very good search for this.
I'm a very ordinary woman, but my account is effective.
I'm not a rich woman!
I receive many advertising
有趣
( twitter.com)

1年前 • Figen 0 评论

This Fourth of July, I am taking a moment to reflect. Things are hard right now. They are probably going to get worse before they get better.
But I love our country — and when you love something, you fight for it. Together, we will continue to fight for the ideals of our nation.
时政
( twitter.com)

6个月前 • Kamala Harris 0 评论

The regime in Iran is already executing Iranians who support Israel, and we in all the Western world need to understand who we’re dealing with in this regime. The only option for a safer and more secure Middle East is regime change, even if it’s not us (Israel) who does it. The
时政
( twitter.com)

7个月前 • Emily Schrader - אמילי שריידר امیلی شریدر • 下载视频 0 评论

00:01:21

Elon Musk: When I first suggested catching Starship's booster, people thought I lost my mind.
“If you can move mass [from the rocket] to the ground site, it's better to move mass to the ground site. That's why we took legs off the booster and just have the tower catch it. It
btc
( twitter.com)

5个月前 • ELON CLIPS • 下载视频 0 评论

00:00:21

I think it’s time for the Spanish to join in with Operation Raise The Colours too!
The UK has inspired us all with their pride the last week!
We ALL need to stand up and be proud of our heritage as Europeans.
Our countries are under attack. Stand up and be counted. SAVE
btc
( twitter.com)

4个月前 • Ada Lluch 0 评论

Elon Musk just threw a brick through Britain's Overton Window.
We can quibble about what to call it and how to do it, but the solution is clear:
There are millions of people who do not belong here. They hate us, break our laws, and will not recreate our civilisation.
They must
btc
( twitter.com)

4个月前 • Connor Tomlinson 0 评论

Palantir CEO Alex Karp:
“If we don’t want this country to be what Europe is now… you have to close the border…
“Both sides have to step up.
“Everybody who’s criminal… I [would] make it so they self-deport, because I’m going to come tomorrow in a way you don’t like.”
Via
btc
( twitter.com)

4个月前 • Jawwwn • 下载视频 0 评论

00:01:57

INSANE
Students at NYU held a vigil for Charlie and leftists came, harassed them, and tried shutting it down
“The message is that they want us to die”
“These people planted a culture of censorship by m*rder. Now that we’re allowed to say what we want to say, the only way they
btc
( twitter.com)

4个月前 • Libs of TikTok • 下载视频 0 评论

00:01:20

诗篇(Psalm) 20:5 我们要因你的救恩夸胜，要奉我们　上帝的名竖立旌旗。愿耶和华成就你一切所求的。
20:5 May we shout for joy over your salvation, and in the nam…
时政
( twitter.com)

2年前 • Bob Fu 傅希秋 0 评论

My team at NVIDIA is hiring. We 🩷 you all from OpenAI. Engineers, researchers, product team, alike. Email me at linxif DM is open too. NVIDIA has warm GPUs for you on a cold winter night like this, fresh out of the oven.🩷
I do research on AI agents. Gaming+AI,…
时政
( twitter.com)

2年前 • Jim Fan 0 评论

HUSSAIN: Well, we know for a fact that the Hamas leadership is corrupt and is wealthy compared to the rest of Gazans, and the two main leaders of Hamas, Khaled Mashal and Ismail Haniyeh, they do live in Qatar, enjoying a lot of luxury. There was a leak showing that Ismail Haniyeh…
时政
( twitter.com)

2年前 • Hussain Abdul-Hussain 0 评论

Israeli soldiers were securing a munitions area in Gaza when a puppy ran up to them.
Dogs are looked down upon in Palestinian culture, so it’s very rare to see a dog in that area.
"This is uncommon in Gaza. In general, there are almost no animals there. We saw cats here and…
时政
( twitter.com)

2年前 • Marina Medvin 🇺🇸 0 评论

It has been 60 hours since US debt crossed $33 trillion and it is already up another $50 billion.

That means we have added $833 million in debt PER HOUR since US debt crossed $33 trillion.

If the total US debt were divided by every household in the country, each household would…
时政
( twitter.com)

2年前 • The Kobeissi Letter 0 评论

My TwitterX friends, I radiate beauty, elegant, humor, art, peace to the world for a long time...
I'm 26th among 500 million users. According to my follower count this is incredible!
You are not my follower, we are a family and one of the best teams on X and doing great teamwork…
有趣
( twitter.com)

2年前 • Figen 0 评论

This is the power of the internet.

We have identified a murderer.

This is Mahmoud Abourjila.

He is one of the killers of 22 year old German Israeli Shani Louk.

He took part in parading her naked dead body on a Hamas pick up truck.

The other killers will be identified soon.
每日热点
( twitter.com)

2年前 • Visegrád 24 0 评论

Trigger Warning ⚠️

"We took a 15-year-old girl, took a selfie with her"

"Her body was lying on the floor, I shot her. The commander yelled at me, said I was wasting bullets on a corpse"

These are just some of the horrific confessions of Hamas terrorists interrogated by Israeli…
时政
( twitter.com)

2年前 • Israel ישראל 🇮🇱 • 下载视频 0 评论

00:12:22

BREAKING: Palestinian ambassador to the UN says 'for millions of Palestinians, there is no home to go back to' and asks, 'why do some feel so much pain for Israelis and so little pain for us? What is the problem? Do we have the wrong faith, the wrong skin color, the wrong…
时政
( twitter.com)

2年前 • The Spectator Index 0 评论

我们景颇族人民要求中国政府不要允许缅甸恐怖分子空军利用中国领空攻击景颇族军队. 谢谢

We ask the Chinese government not to allow the Terrorists (Myanmar Air…
推特中文圈
( twitter.com)

4年前 • twitter机器人 0 评论

Encryption matters. I want my data to be private, ESPECIALLY from the state.
Lots of questions. Why? Why now? Why does the state need this? Apple rolled over. I want to know why?
Do we trust the state with our newly unencrypted data? The answer is NO WAY.
Leave our data alone.
btc
( twitter.com)

11个月前 • Rupert Lowe MP 0 评论

I have said many times, that I am always going to be critical of everything. Left or right. I will also give praise when praise is due...
This DOGE website with, full transparency, is amazing. We used to have to read through bills or government docs to try to figure out what is
btc
( twitter.com)

11个月前 • Louis KC 0 评论

ELON: I THINK WE’LL ACHIEVE FULL AND RAPID REUSABILITY OF STARSHIP IN 2026
“We're pretty close to being able to rapidly reuse the booster for Starship.
It comes back and gets caught by the arms, and then the arms place it back in the launch mount.
We still have a little bit of
btc
( twitter.com)

11个月前 • Mario Nawfal • 下载视频 0 评论

00:00:56

🚨 48 Uyghurs Plea for Help: Thailand Set to DEPORT Them Back to China 🚨
💔 They face the terrifying reality of being sent back into the hands of the genocidal
Chinese regime.
🛑 We cannot stay silent! 🛑
👉 Listen to their plea.
👉 Tag the Thai Embassy or Consulate in your
时政
( twitter.com)

1年前 • Arslan Hidayat.ئارسلان ھىدايەت • 下载视频 0 评论

00:01:40

I've argued for and supported a ban or forced sale of TikTok since 2018. The argument I made 6 years ago was that if we do not act now, looking at the growth curve, the service will become so popular that lawmakers will find themselves in an impossible position and a ban will
时政
( twitter.com)

1年前 • Saagar Enjeti 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

btc

Walter Isaacson: If you don't want Elon Musk to control so many industries, you should learn to get stuff done too. “Why is Elon successful at some of these things, like getting 5,000 satellites up? He said we used to be a nation of really great risk-takers. Even the people who btc ( twitter.com)

btc

Life is not a garden of roses and we are all fighting to survive. So I always share inspiring things that will soothe your soul and mind. I do very good search for this. I'm a very ordinary woman, but my account is effective. I'm not a rich woman! I receive many advertising 有趣 ( twitter.com)

有趣

时政

时政

Elon Musk: When I first suggested catching Starship's booster, people thought I lost my mind. “If you can move mass [from the rocket] to the ground site, it's better to move mass to the ground site. That's why we took legs off the booster and just have the tower catch it. It btc ( twitter.com)

btc

I think it’s time for the Spanish to join in with Operation Raise The Colours too! The UK has inspired us all with their pride the last week! We ALL need to stand up and be proud of our heritage as Europeans. Our countries are under attack. Stand up and be counted. SAVE btc ( twitter.com)

btc

Elon Musk just threw a brick through Britain's Overton Window. We can quibble about what to call it and how to do it, but the solution is clear: There are millions of people who do not belong here. They hate us, break our laws, and will not recreate our civilisation. They must btc ( twitter.com)

btc

btc

btc

诗篇(Psalm) 20:5 我们要因你的救恩夸胜，要奉我们 上帝的名竖立旌旗。愿耶和华成就你一切所求的。 20:5 May we shout for joy over your salvation, and in the nam… 时政 ( twitter.com)

时政

My team at NVIDIA is hiring. We 🩷 you all from OpenAI. Engineers, researchers, product team, alike. Email me at linxif DM is open too. NVIDIA has warm GPUs for you on a cold winter night like this, fresh out of the oven.🩷 I do research on AI agents. Gaming+AI,… 时政 ( twitter.com)

时政

时政

时政

时政

有趣

每日热点

时政

BREAKING: Palestinian ambassador to the UN says 'for millions of Palestinians, there is no home to go back to' and asks, 'why do some feel so much pain for Israelis and so little pain for us? What is the problem? Do we have the wrong faith, the wrong skin color, the wrong… 时政 ( twitter.com)

时政

我们景颇族人民要求中国政府不要允许缅甸恐怖分子空军利用中国领空攻击景颇族军队. 谢谢 We ask the Chinese government not to allow the Terrorists (Myanmar Air… 推特中文圈 ( twitter.com)

推特中文圈

Encryption matters. I want my data to be private, ESPECIALLY from the state. Lots of questions. Why? Why now? Why does the state need this? Apple rolled over. I want to know why? Do we trust the state with our newly unencrypted data? The answer is NO WAY. Leave our data alone. btc ( twitter.com)

btc

I have said many times, that I am always going to be critical of everything. Left or right. I will also give praise when praise is due... This DOGE website with, full transparency, is amazing. We used to have to read through bills or government docs to try to figure out what is btc ( twitter.com)

btc

btc

时政

I've argued for and supported a ban or forced sale of TikTok since 2018. The argument I made 6 years ago was that if we do not act now, looking at the growth curve, the service will become so popular that lawmakers will find themselves in an impossible position and a ban will 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 )