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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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twitter.com
)
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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Two years ago, on the 78th anniversary of #DDay, the full scale invasion was only 3.5 months old. I'd just returned from 🇺🇦 to Berlin & had this to say.
Today, 2yrs later, my countries 🇺🇸&🇩🇪 still do too little, too late to stop the 21st C. Hitler. #Ukraine still pays the price.
时政
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twitter.com)
"The plane will fall apart in mid-air", a video of Prigozhin predicting his death has appeared.
💬"You better kill me, but I won't lie. I have to be honest: Russia is on the brink of disaster. If these cogs are not adjusted today, the plane will fall apart in mid-air", Prigozhin…
时政
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twitter.com)
This will be my last video for today. I usually try to look for beautiful and positive videos as much I can (especially before sleep), but as you can see this evening, I don't find these videos.
This father cry over the coffin of his dead son, and he beg God to protect Ukraine…
时政
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twitter.com)
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
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twitter.com)