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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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In Russia, May 9th is coming, a holiday of the most disgusting death cult. Russia does not celebrate the WWII end, as many believe, but suffering and death, as their slogan says "we can (gladly) repeat it" (можем повторить). On this day, they dream of death for their children. /1
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🚨 BREAKING 🚨
SFT unfurled a giant banner on an overpass above Xi’s motorcade as he was arriving in Paris. In China, Xi may be able to ignore the plight of Tibetans, but in France we are going to expose his lies and guarantee that Xi cannot forget us.
#FreeTibet #TibetLibre
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Science, we have a problem.
1) Four &a half years after the pandemic began, origin of the C19 virus remains unknown. It was likely due to an animal spillover involving the wildlife trade or a research-related leak. In sum all avail data is inconclusive. Science has NOT been able…
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🚨🇺🇸BRENDAN CARR: WE ARE COMING OUT OF A PERIOD OF WEAPONIZATION AT THE FCC
“Your last name dictated the FCC’s treatment.
When Elon Musk got an award for $800 million to bring high-speed internet to rural America, the FCC, in my view, for political reasons, revoked that award.
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Elon Musk
“Do you want a future where we're out there among the stars exploring the universe, or do you want a future where we're stuck on Earth forever?”
I think we want the super-exciting future where we're out there exploring the galaxy. That sounds great to me.
I think it's
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Walter Isaacson: If you don't want Elon Musk to control so many industries, you should learn to get stuff done too.
“Why is Elon successful at some of these things, like getting 5,000 satellites up? He said we used to be a nation of really great risk-takers. Even the people who
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Life is not a garden of roses and we are all fighting to survive.
So I always share inspiring things that will soothe your soul and mind.
I do very good search for this.
I'm a very ordinary woman, but my account is effective.
I'm not a rich woman!
I receive many advertising
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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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twitter.com)