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375ai
1,571 posts
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375ai
@375ai_
A New Data Layer for the Physical World
San Francisco, CA
375.ai
Joined June 2024
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@375ai_

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  • Pinned
    user avatar
    375ai
    @375ai_
    Apr 7
    AI models are trained on roughly 20 trillion tokens, or every public text on the internet. and it's still not enough. The next frontier isn't more text, It's the physical world, and 375ai is already capturing it.
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    375ai
    @375ai_
    15h
    The physical world was digitized in fragments, dash cams here, satellites there, all locked in silos but never as continuous, calibrated coverage a model can actually train on. That’s what we’re building. Physical AI doesn’t catch up until the real world is machine readable.
    user avatar
    will depue
    @willdepue
    Jul 6
    A Stargate for Data Labs are on a trajectory towards >$100B/year of data spend by 2030. As we begin the trillion-dollar compute project, we need to think about the equivalent civilizational-scale effort for the other core ingredient: data. At the foundation of the scaling
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    375ai
    @375ai_
    Jul 7
    AI labs are in an arms race for video, paying creators $1–4/min for footage that was never even published. Text is tapped but real world data isn't. Most video footage isn't grounded. It lacks the essential context of when and where it was shot, and what it's actually seeing.
    Made with AI
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    375ai
    @375ai_
    Jul 6
    Crude oil is useless until it’s refined. The same goes for physical world data. 375ai refines raw street level video into fuel for world models. Every frame labeled and enriched on device. AI already consumed the internet. The real world is next.
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    375ai
    @375ai_
    Jul 4
    Built in America Deployed across America Happy 4th from all of us at 375ai 🇺🇸
    Made with AI
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    375ai
    @375ai_
    Jul 2
    LLMs train on 20 trillion tokens of text. A child takes in the same amount of information visually by the time they're 4 years old. Intelligence starts in the physical world. That's what we're building at 375ai.
    Made with AI
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    375ai
    @375ai_
    Jul 1
    Physical AI needs real-world data, because a model that acts in the world can only learn by observing it directly. That’s the data layer we’re building, to train the next generation of world models.
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    375ai
    @375ai_
    Jun 30
    375edge gives us the ability to understand the flow of traffic in real time, almost like reading a pulse.
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    375ai
    @375ai_
    Jun 28
    Models have run out of internet to learn from. The next frontier is the physical world. Every week we turn 21,000+ hours of real world activity into labeled, sensor-enriched data, continuous observation of how the physical world actually moves.
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    375ai
    @375ai_
    Jun 26
    🔸Real world data is the new oil🔸
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    375ai
    @375ai_
    Jun 24
    Same intersection, three conditions. Every object labeled on-device: pedestrians, vehicles, signals, even umbrellas. Physical AI can't learn from simulation alone, it needs continuous observation of the real world. 375edge captures reality as it is, not as it's imagined.
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    375ai
    @375ai_
    Jun 22
    The emerging consensus in physical AI is that world models can't train on synthetic data alone, they need immense quantities of real world data. 375ai produces 21,000+ hours of labeled, sensor enriched video every week and scaling quickly.
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    user avatar
    375ai
    @375ai_
    Jun 22
    Read this article from @DataconomyMedia for more on why world models need to be trained on real world data.
    Synthetic Data Alone Cannot Train Physical AI to Handle the Real World
    From dataconomy.com
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    375ai
    @375ai_
    Jun 19
    They're saying it We're building it
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    375ai
    @375ai_
    Jun 18
    The physical world is coming online across NYC metro one highway and street corner at a time.
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