Joined July 2024
451 Photos and videos
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Robots are learning from data like this, at massive scale. Better models start with better data. Better data needs humans scoring it. Coming soon.
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Pouring popcorn. Folding a shirt. Stacking blocks. The manipulation demos at #ICRA2026 were genuinely better this year. But the hard part was never the demo. It's doing the same task 500 times, unsupervised, in a room nobody arranged in advance.
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Closing that gap takes real-world operation. That's what we work on day in and day out at PrismaX 🦾
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Two runs of the same task. One trains a capable model. The other quietly degrades it. It's full of errors the model would just learn to copy. Separating the two is what our Standards for Data are for.
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We can draw these lines because we run the whole loop: collect the data, train and evaluate models on it, feed what we learn back in. Better data takes a human willing to hold it to a standard. That's the difference between training a robot and filling a hard drive.
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Will Ohio be the centerfold of the robot mecha revolution? @castorhat and Dane argue that the future of robotics might not be in SF or Boston. It might be wherever warehouse space is cheap πŸ‘‡
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PrismaX retweeted
Jun 9
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Robots are learning from data like this, at massive scale. Better models start with better data. Better data needs humans scoring it. Coming soon.
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Is it a quadruped, or two bipeds? At #ICRA2026, it's both. @castorhat spent last week on the floor in Vienna. 75 seconds of what stood out: in-hand manipulation, block stacking, Booster's humanoid, and a robot that splits in half and walks away πŸ‘€
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This week we hosted Robots & Rollups during @a16z #NYTechWeek πŸΈπŸ€– The room was packed with robotics, AI, and crypto founders, researchers, investors, and builders. Exactly the cross-section we set out to bring together.
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Thank you to everyone who came. We'll be back!
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