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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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German President Frank-Walter Steinmeier:
"We must not allow ourselves to be paralyzed by the flood of announcements. We must not freeze in fear, or as the English saying goes, let's not be deers caught in the headlights. It is clear that the new American administration holds a
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Since the hack (10 hrs ago) , Bybit has experienced the most number of withdraws that we have ever seen, We have had a total number of more than 350k withdraws requests, so far, around 2100 withdraw requests left to be processed. Overall 99. 994% withdraws have been completed. If
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ELON: WE SPENT FAR TOO MUCH ON REGIME CHANGE IN VARIOUS COUNTRIES
“I do think we interfere too much in what other countries do.
The success of the State Department in achieving regime change is terrible.
There's this effort spent, all this money spent trying to affect regime
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🚨DAVID SACKS: "We knew that the US Government runs a $2T deficit every year, we're in debt almost $40T, and every time someone tries to cut something in Washington the whole city screams bloody murder. The question is why? Now we know -- everyone was getting paid!
New York
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ELON: IT SHOULDN’T BE EASIER TO GET INTO THIS COUNTRY AS A MURDERER THAN AS A NOBEL LAUREATE
“We have this bizarre situation, which is mind-blowing, that it's easier to get into this country as a murderer than as a Nobel laureate.
Literally.
That's not an exaggeration.
We
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🚨🇷🇴ROMANIAN MP SIMION: HELP US SAVE DEMOCRACY
“What is happening these days in Romania is simply unbelievable; we are in an ongoing coup d'etat, and the last episode was yesterday when they rejected the candidacy of Mr. Georgescu without any reason.
We will continue to fight;
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🚨NEW: Elon Musk on depopulation and the birth rate crisis
"We haven't yet evolved to deal with depopulation. It's something we better evolve to deal with or else we're finished. Once the depopulation ball starts rolling it seems to gather up speed.
Look at cases like Korea and
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🇺🇸 THOUSANDS OF NON-CITIZENS FOUND ON VOTER ROLLS
Valor CEO and DOGE volunteer, Antonio Gracias:
“We found that there were just about 5 plus million of them that came to the country as illegals and they got through an automatic system, Social Security numbers.
And we tracked
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Elon Musk: Shallow empathy is caring about criminals. Deep empathy is caring about the victims of the criminals.
“The good interpretation of the woke movement is that we want to have empathy for our fellow human beings. Of course, we want to have empathy for our fellow humans.
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From DC to the border, there are very good people at CPB who pointed this tragedy out to us. They were following orders from the Biden Administration. Without the good people at DHS we would not have found these criminals and terrorists. We are deeply grateful for their support.
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LADIES AND GENTLEMEN.. Our 1st episode, Receivers.
Tom Brady & Peyton Manning join Ari & Ben as they try to land on 1 DEFINITIVE NFL Receiver Mt Rushmore. Thru some debate & phenomenal story telling we discover which 4 receivers should be etched in stone forever.
HOW'D WE DO?
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