To be clear: I don’t think that broad, unregulated rollouts of powerful models are the right path either. But this path seems especially bad, and could lead to dramatically increased inequality.
@mattshumer_
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New confusing AI era: government controls access to AI
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Welcome to the new, confusing era of AI. If the government allows, you get access. If not, welp. You’re shit out of luck.
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HyperWriteAI did Agent-1 CUA years ago
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We did this years ago with our Agent-1 CUA model at @HyperWriteAI
— Matt Shumer (@mattshumer_) 18 juin 2026
Just a lil early 🙂https://t.co/DdzuMXEe4C https://t.co/yAs9n2COvMWe did this years ago with our Agent-1 CUA model at @HyperWriteAI Just a lil early 🙂 https://
x.com/mattshumer_/st
atus/1761118083270180957?s=20
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OSS eventually good enough for 99% consumer tasks, not highest-value
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Never say never, but I'm highly skeptical. OSS *will* eventually be good enough for 99% of consumer tasks, but the highest-value tasks will require the most powerful models.
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Self-generating 3D game fusing learning with kids’ interests
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While we wait for Claude Fable 5 to come back, here's another wild demo I built for Alpha School.
— Matt Shumer (@mattshumer_) 17 juin 2026
A 3D game that generates itself on the fly, fusing what a kid has to learn with what they're actually into.
Just the first prototype, done in two days with Fable.
(sound on!) pic.twitter.com/GVbS6x1AzmWhile we wait for Claude Fable 5 to come back, here's another wild demo I built for Alpha School. A 3D game that generates itself on the fly, fusing what a kid has to learn with what they're actually into. Just the first prototype, done in two days with Fable. (sound on!)
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Fable uses ThreeJS and GPT-Realtime-2 for interactive kid experience
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Under the hood, Fable generates the world with ThreeJS, and GPT-Realtime-2 lets the kid answer out loud, ask questions, etc. As you can see, there are still small issues and paper-cuts throughout (it's a POC!), but the possibility of what this could become is absolutely insane!
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How expert knowledge can push a model beyond its general smarts
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What "if you know what you're doing" actually looks like: The model already has incredible general smarts… but what it doesn't have is what you specifically know about your field (it may know a LOT, but an expert can usually push it past what it knows pretty fast), or the
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Massive capability gains from models if you know how
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I'm not sure if it'll last (I go back and forth), but today, there's massive capability gains you can pull out of the models if you know what you're doing.
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Matt Shumer says Fable solved computer use
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Also, I don't know if anyone noticed, but Fable ~solved computer use.