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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
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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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BREAKING: Trump on $TRUMP meme coin, says "I don't know much about it other than I launched it. I heard it was very successful, I haven't checked it. Where is it today?"
Reporter: "You made a lot of money sir"
Trump: "How much?"
Reporter: "Several billion dollars, it seems
时政
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Today is the 3rd anniversary of the Ukrainian Army liberating the city of Kherson (pop. 300 000 before the war)
This is how the people of the city greeted the first soldiers entering the city after nearly 9 months of Russian occupation.
Putin still claims this city for Russia
时政
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twitter.com)
Hesai Technology today announced its intention to file a lawsuit against the U.S. Department of Defense
The CEO of Hesai, Li Yifan, said, "Doing business in China doesn't require knowing any top leaders at all, but to invest and do business in the United States, I almost have to…
时政
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twitter.com)
My opponent, Marjorie Taylor Greene, asked people to join the Jan 6 insurrection.
Today, she had the audacity to ask that Nancy Pelosi be held accountable for Jan 6.
Does MTG think that deleting videos of her inciting a mob in 2019 to target Pelosi will make them disappear?
时政
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BREAKING: The United States has just sent another $200 million in aid to Ukraine.
$200 million to Ukraine today and Maui doesn't even get a comment.
As American citizens in Lahaina, Maui suffer from the loss of life and property President Joe Biden has just sent $200M worth of…
时政
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twitter.com)
117 years ago #Today, this sequence of characters was specified as the international distress signal
In International Morse Code, three dots form the letter "S" and three dashes make the letter "O", so "S O S" became a common way to remember the order of the dots and dashes.…
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Footage released today by the Israel Defense Force showing the Interior in some of the Hamas Tunnel Network beneath the Al-Shifa Medical Complex in Northern Gaza which is still believes to lead to a Major Command-and-Control Center; while more of the Network as well as additional…
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