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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
(
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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Dana Bash calls out MTG for her hypocrisy:
Dana: You posted that President Trump is fuelling "a hotbed of threats against you". We have seen these types of criticisms from the President at other people. I haven't heard you speak out until it was directed at you.
MTG: That's
时政
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twitter.com)
Europe has always supported efforts for a just, comprehensive and lasting peace in Ukraine.
But for any plan to work, it needs Ukrainians and Europeans on board.
In this war, there is one aggressor and one victim. So far, we haven't heard of any concessions from Russia's side.
时政
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twitter.com)
The President and the First Lady honored the memory of the victims of the Holodomors in Ukraine.
Our state remembers the millions of people whose lives were taken by artificial famine, and we know who is responsible for this. Unity in memory is as important as unity in defense.
时政
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twitter.com)