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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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At the Forum in Singapore, President Zelensky said that unfortunately, Beijing is talking the countries of "Global South" out of participating in the Peace Summit in Switzerland, suggesting instead a plan of de-facto "freezing the war" - which suits Russia.
We are currently
时政
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twitter.com)
You know what dear followers, this is what happened yesterday in the Swedish Parliament. A unified Parliament voted in favor of sending the 18th & largest military support package to #Ukraine.
Then we applauded the decision, which seldom happens. 👏
#SlavaUkraini #SlavaUkraïni
时政
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twitter.com)
Europe, together with America, has better weapons than Russia. We also have stronger tactical solutions – our operation “Spiderweb” yesterday proved that. Russia must feel what its losses mean. That is what will push it toward diplomacy.
And when Russia takes losses in this
时政
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twitter.com)
With President Trump, we KNOW who is in CHARGE.
Under Biden, America was rudderless—drifting without leadership or accountability.
That’s why Afghanistan collapsed. That’s why war broke out in Ukraine. That’s why Iran was emboldened and Hamas launched its brutal assault on
btc
(
twitter.com)