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 197

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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"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

This immigration bill is dead on arrival in the House.
We will not pass immigration legislation that further incentivizes illegal immigration, does not reform asylum and parole in a meaningful way, and empowers President Biden and his cabinet, the architects of this…
时政
( twitter.com)

2年前 • Speaker Mike Johnson • 下载视频 0 评论

00:00:42

REPORT: The fact that Confidential documents and nuclear intelligence were kept at Mar-a-Lago during Trump's presidency.
An imposter posing as a Rothschild family member later revealed to be a Russian intelligence agent, successfully infiltrated Mar-a-Lago.
And yet somehow, we…
时政
( twitter.com)

2年前 • Brian Allen 0 评论

If you cultivate a mushroom in a petri bowl on agar agar, its actual “shape” becomes visible. The essential part of a mushroom, the Mycel, is usually hidden from our eye. What we perceive as a “mushroom” is only its transient fruit body.
有趣
( twitter.com)

2年前 • Curiosity 0 评论

The United States' aid to Ukraine is not in charity. It is in our best national interest to assist Zelensky. Our way of life here at home depends on our strength abroad. When we show weakness, our enemies and allies take note.
时政
( twitter.com)

2年前 • John Bolton • 下载视频 0 评论

00:06:26

The former chairman of the Republican Party of Wisconsin, Andrew Hitt, has a message for Donald Trump: “This country needs to move forward... We need faith in our institutions again. And the next president of the United States needs to do that.”
时政
( cbsn.ws)

2年前 • 60 Minutes • 下载视频 0 评论

00:00:34

In Kyiv to mark the anniversary of the 2nd year of Russia’s war on Ukraine.
And to celebrate the extraordinary resistance of the Ukrainian people.
More than ever, we stand firmly by Ukraine.

Financially, economically, militarily, morally.

Until the country is finally free.
时政
( twitter.com)

2年前 • Ursula von der Leyen 0 评论

Maybe we’ll meet again, when we are slightly older and our minds less hectic, and I’ll be right for you and you’ll be right for me. But right now, I am chaos to your thoughts and you are poison to my heart.
时政
( twitter.com)

2年前 • Pat 0 评论

BREAKING: Disorder breaks out in the House after Rep. Marjorie Taylor Greene displays images of Hunter Biden having sex with hookers.

Greene: "...Hunter Biden making sex tapes… Excuse me this is my time..."

Raskin: "Should we be displaying this in the committee?"

Comer:…
时政
( twitter.com)

2年前 • Collin Rugg • 下载视频 0 评论

00:00:21

Had a phone conversation with President of Türkiye .

Thanked my colleague for the fruitful meeting in Istanbul on July 7 and 🇹🇷 principled position regarding 🇺🇦 membership.

We coordinated efforts to restore the operation of the Black Sea Grain Initiative. Due to…
时政
( twitter.com)

2年前 • Володимир Зеленський 0 评论

Steam Prologue is LIVE! 🔥
We need to say it was quite a journey! 😎

Play it NOW and get a taste of what's coming in the upcoming Full Release later this year 🏁

Link in comments ⬇️
#IndieGameDev #madewithunity #gaming #Steam #SteamDeck
时政
( twitter.com)

2年前 • The Karters 2: Turbo Charged • 下载视频 0 评论

00:00:09

Cut immigration intake for 5 years.
Problem solved 💁‍♂️

I don’t understand… been hearing the same dribble ‘open up more land for 10 years’ yet we still have a housing supply issue…
The issue isn’t housing.. it’s a governments obsession with High immigration…
时政
( twitter.com)

2年前 • Mickamious 0 评论

The UN-based post-WWII security order is broken. has proven wholly incapable of preventing or stopping genocide. Even as Russia’s war of aggression rages, we must look to the future. The 21st C needs a global alliance of democracies. My piece at :
时政
( cepa.org)

2年前 • Jessica Berlin 0 评论

Arrived in Canada.

I look forward to holding talks with on defense cooperation, the Peace Formula, and other topics.

We will sign important bilateral documents that will strengthen our economic ties.

I am also going to meet with the Governor General of Canada,…
时政
( twitter.com)

2年前 • Volodymyr Zelenskyy / Володимир Зеленський 0 评论

Breaking News Israel: Spokesperson of Izzuddin Al-Qassam Brigades, Abu Obaidah:

"We thank the Islamic Republic of Iran who provided us with weapons, money and other equipment! He gave us missiles to destroy Zionist fortresses, and helped us with standard anti-tank missiles!"…
时政
( twitter.com)

2年前 • Jim Ferguson • 下载视频 0 评论

00:01:22

There is no justification for Hamas’ heinous act of terror.

Israel has the right to defend itself.

At the same time civilians in Gaza are also victims of Hamas.

This is why we are tripling our humanitarian aid for Palestinians in need.
时政
( twitter.com)

2年前 • Ursula von der Leyen • 下载视频 0 评论

00:00:57

I spoke with Prime Minister Netanyahu regarding the situation on the ground, security assistance and humanitarian needs, and information on unaccounted Americans.

I asked tough questions as a friend of Israel. We will continue to deter any actor wanting to widen this conflict.
时政
( twitter.com)

2年前 • President Biden 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 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

This immigration bill is dead on arrival in the House. We will not pass immigration legislation that further incentivizes illegal immigration, does not reform asylum and parole in a meaningful way, and empowers President Biden and his cabinet, the architects of this… 时政 ( twitter.com)

时政

时政

If you cultivate a mushroom in a petri bowl on agar agar, its actual “shape” becomes visible. The essential part of a mushroom, the Mycel, is usually hidden from our eye. What we perceive as a “mushroom” is only its transient fruit body. 有趣 ( twitter.com)

有趣

The United States' aid to Ukraine is not in charity. It is in our best national interest to assist Zelensky. Our way of life here at home depends on our strength abroad. When we show weakness, our enemies and allies take note. 时政 ( twitter.com)

时政

The former chairman of the Republican Party of Wisconsin, Andrew Hitt, has a message for Donald Trump: “This country needs to move forward... We need faith in our institutions again. And the next president of the United States needs to do that.” 时政 ( cbsn.ws)

时政

In Kyiv to mark the anniversary of the 2nd year of Russia’s war on Ukraine. And to celebrate the extraordinary resistance of the Ukrainian people. More than ever, we stand firmly by Ukraine. Financially, economically, militarily, morally. Until the country is finally free. 时政 ( twitter.com)

时政

Maybe we’ll meet again, when we are slightly older and our minds less hectic, and I’ll be right for you and you’ll be right for me. But right now, I am chaos to your thoughts and you are poison to my heart. 时政 ( twitter.com)

时政

BREAKING: Disorder breaks out in the House after Rep. Marjorie Taylor Greene displays images of Hunter Biden having sex with hookers. Greene: "...Hunter Biden making sex tapes… Excuse me this is my time..." Raskin: "Should we be displaying this in the committee?" Comer:… 时政 ( twitter.com)

时政

时政

Steam Prologue is LIVE! 🔥 We need to say it was quite a journey! 😎 Play it NOW and get a taste of what's coming in the upcoming Full Release later this year 🏁 Link in comments ⬇️ #IndieGameDev #madewithunity #gaming #Steam #SteamDeck 时政 ( twitter.com)

时政

时政

The UN-based post-WWII security order is broken. has proven wholly incapable of preventing or stopping genocide. Even as Russia’s war of aggression rages, we must look to the future. The 21st C needs a global alliance of democracies. My piece at : 时政 ( cepa.org)

时政

Arrived in Canada. I look forward to holding talks with on defense cooperation, the Peace Formula, and other topics. We will sign important bilateral documents that will strengthen our economic ties. I am also going to meet with the Governor General of Canada,… 时政 ( twitter.com)

时政

时政

There is no justification for Hamas’ heinous act of terror. Israel has the right to defend itself. At the same time civilians in Gaza are also victims of Hamas. This is why we are tripling our humanitarian aid for Palestinians in need. 时政 ( twitter.com)

时政

I spoke with Prime Minister Netanyahu regarding the situation on the ground, security assistance and humanitarian needs, and information on unaccounted Americans. I asked tough questions as a friend of Israel. We will continue to deter any actor wanting to widen this conflict. 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 )