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 144

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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🚨HUGE: We can now confirm Gregory Bovino has been REMOVED from his role as Border Patrol "commander at large," and it gets worse.
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The reason this matters is that a significant number of people who are supposed to be working for the government are doing so little work that they are not checking their email at all!
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1年前 • Elon Musk 0 评论

I shared this note with the Washington Post team this morning:
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🚨🇺🇸BRENDAN CARR: WE ARE COMING OUT OF A PERIOD OF WEAPONIZATION AT THE FCC
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1年前 • Mario Nawfal • 下载视频 0 评论

00:00:59

Driver in front of us (center) at the moment of being forced by unexpected oncoming driver over the line (at left), to crash into the bus (right). We did not crash.
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1年前 • Eric Weinstein 0 评论

"There's a good chance they might try to kill me.
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1年前 • DogeDesigner • 下载视频 0 评论

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As early as a year ago, we proposed a Drone Deal to the United States of America, because it is our key partner.
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8天前 • Volodymyr Zelenskyy / Володимир Зеленський 0 评论

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20天前 • Ed Krassenstein • 下载视频 0 评论

00:00:27

Stars, Stripes, and Shackles
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10个月前 • Desmond Shum 0 评论

Elon Musk
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9个月前 • Tesla Owners Silicon Valley • 下载视频 0 评论

00:00:21

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9个月前 • ELON CLIPS • 下载视频 0 评论

00:01:26

Let three sets of facts sink in:
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10个月前 • Yasheng Huang 黄亚生 0 评论

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