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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
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twitter.com
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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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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)
How spider silk are extracted at Oxford University.
When humans think about being abducted by space aliens they many times imagine things like this.
I wonder if spiders get nightmares of being abducted by humans and being tied down and web pulled out of em?
Are we the baddies?
有趣
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BREAKING: FBI Director Kash Patel says we will have a 'crystal clear' timeline in the next 24 hours fully detailing the J6 pipe bomber’s actions and movements that day:
"You are going to see a crystal clear timeline and picture in the next 24 hours when this individual makes
btc
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twitter.com)
‼️🇯🇵🚀 ☢️ BREAKING - “Japan needs to possess nuclear weapons,” said Akihisa Nagashima, an advisor on security issues to the Prime Minister's Office, to journalists.
🔵 “Ultimately, we can only trust ourselves. This is not something you can buy at a 24-hour store; it is not a
时政
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twitter.com)
Before the Thai-Cambodia border conflict, the Thai always show the futuristic VT-4 tank made by Norinco.
Now they only show Oplot-T from Ukraine in their official video.
We are guessing after several Temu QC incident, they decided to stop using them and call customer service.
时政
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twitter.com)