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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
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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 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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Here's the deepfake video aired by Russia's NTV. Danilov appears to say to Ukrainain TV: "Is it fun in Moscow today? I think it's a lot of fun. I would like to believe that we will arrange such fun for them more often."
However, Danilov has never said this. The video is fake.
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⚠️ TODAY, THE AMERICAN “JUSTICE” SYSTEM IS DYING AS WE KNOW IT ⚠️
Enrique Tarrio Did Not Rape Children. He Did Not Rob A Store. He Did Not Attack An Officer. ALL OF THOSE THINGS GET MUCH LOWER SENTENCES!
NO! He Did Something “MUCH WORSE” Than That According To The Elites! He…
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This is what it means to live next to a terrorist state. This is what we are uniting the entire world against.
Today, a Russian missile hit the heart of Chernihiv. A square, a university, and a theater. Russia turned an ordinary Saturday into a day of pain and loss. There are…
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Today, we honor those who answered duty’s call on June 6, 1944, on the beachheads of Normandy. They came to a shoreline that none of them would have ever picked out on a map. They came to a country many of them had never seen for a people they had never met. But they came, they
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