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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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🚨TRUMP: "We have a massive bureaucracy in Washington DC. Nobody is showing up to work because they're all "working from home." They're not working from home. A lot of them have second jobs. That's another thing Elon Musk is looking at. How many of these people are getting
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If you’re not paying attention to what White House Deputy Chief of Staff Stephen Miller is saying, you’re missing the entire story 🔥🔥
“President Trump is engaging in the most important restoration of democracy in over a century, by saying that we are going to restore power to
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ELON: WE NEED TO SOLVE THE BIRTH RATE ISSUE OR CIVILIZATION WILL DWINDLE TO NOTHING
“Sometimes kids are viewed as an imposition on the world.
I don't think that's the case at all.
People sometimes think there are too many people in the world.
That's certainly not the case.
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Elon Musk becomes deeply moved, and deadly serious, when Bret Baier asks him why he called Sen. Mark Kelly a "Traitor" for pushing to send more US aid and weapons to Ukraine.
Watch every second of his response.
"We should have empathy for the thousands of people dying everyday
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🚨 #BREAKING: One of Elon Musk's DOGE geniuses just revealed MASSIVE fraud at Social Security.
He says 40% of the phone calls they get are from fraudsters. THAT'S why they're so focused on the telephone services!
"At Social Security, one of the first things we learned is that
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JD Vance has the perfect message to the people of Greenland:
"Our message is very simple. Yes, the people of Greenland are going to have self-determination. We hope that they choose to partner with the United States because we're the only nation on earth that will respect their
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Treasury Secretary Scott Bessent explains the administration’s new tariffs, and why we had to do something to stop the slide.
(0:00) Trump’s Tariff Plan
(5:42) The Current State of the Stock Market
(8:22) Will Americans See Substantial Tax Cuts Because of Tariffs?
(13:16) How
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