Huseyin🦥💤

@Turanhsyn

Data Scientist | BJK | Web3 Researcher | Holder @CelestineSloths + @v_on_vana

Los Angeles

Joined March 2012

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Huseyin🦥💤
@Turanhsyn
4h
Day 9 exploring @vangrid_io Here's the Vangrid idea I've been thinking about the most: Today, a human decides that fresh data is needed from a location. But what happens when the machine realizes it first? Imagine a delivery robot reaching a building and discovering that the
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Huseyin🦥💤
@Turanhsyn
Sep 27
Day 8 of digging into @vangrid_io. One thing I keep coming back to: Physical AI doesn't need data just for the sake of having more data. It needs data it can actually use to do something in the real world. A delivery robot needs to understand the entrance to a building. A
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Huseyin🦥💤
@Turanhsyn
Sep 26
7 days of digging into @vangrid_io and I think the simplest way to explain what they're building is this: Physical AI needs a connection to the real world. Not a static map. Not an old dataset. Not another simulation. Fresh ground truth. Vangrid's bet is that millions of devices
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Huseyin🦥💤
@Turanhsyn
Sep 25
One thing became clear to me while digging deeper into @vangrid_io. Physical AI doesn't just have a hardware problem. We can build better robots, better sensors and more powerful machines. But none of that automatically gives a machine an up to date understanding of the space
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Huseyin🦥💤
@Turanhsyn
Sep 24
After spending the last few days looking deeper into @vangrid_io, the bigger picture is starting to make more sense to me. It isn't really about collecting random street videos. It's about building a network where real world data can be requested, captured, verified and
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