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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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MAJOR BREAKING: FBI Director Kash Patel says Biden’s FBI will be completely exposed in court for covering up the truth about the J6 pipe bomber:
"You're going to see where we were able to collect the evidence and make this case. Journalists will be able to look at it and say
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Sylvester Stallone said the iconic Rocky stairs scene was filmed quickly before the police arrived.
“I wasn’t even thinking about the stairs. We didn’t have the money to film there.”
“I just got out of the car and said, ‘Let me run up the stairs and get one take of that.’”
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🚨HUGE: We can now confirm Gregory Bovino has been REMOVED from his role as Border Patrol "commander at large," and it gets worse.
He was just notified he has lost access to his DHS social media accounts which he used to respond to people who criticized him over Pretti's death.
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The most epic AI panel in a while! We at NVIDIA have gathered ALL 8 authors of "Attention is All You Need" for a panel at GTC, hosted by none other than the GOAT himself, Jensen Huang.
In 2017, 8 researchers had a flash of genius and invented Transformer, the seminal work that…
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Kai Trump gives a heartwarming speech at the RNC about her grandfather President Donald Trump ❤️🇺🇸
"To me, he's just a normal grandpa. He gives us candy and soda when our parents aren't looking. He always wants to know how we are doing in school. When I made the honor roll, he
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We did it, America!!🇺🇸 #1
Because of YOU, ‘God Bless The USA (Rock Version)’ is officially the #1 Rock song in the country! We’re beyond grateful for every stream, share, and all the love you’ve shown. This song means so much to us, and knowing it resonates with so many of you
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“Starship is 2.5 times the thrust of a Saturn V. Saturn V was the largest rocket ever to reach orbit. This is 2.5 times more power than that, and we build one a month. And they're meant to be reusable.
We're talking about something that ultimately, as a system, is thousands of
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Elon Musk: One of the benefits of going to Mars is to have life insurance for life collectively.
“It's not about going to Mars to visit once, but it is to make life multiplanetary so that we can expand the scope and scale of consciousness to better understand the nature of the
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