
happy evening ✨ been thinking about how ai models can pull from the internet endlessly but a robot cant learn to move through a hallway by reading a webpage thats the gap that makes physical ai genuinely hard fresh 3d spatial data from actual real locations doesnt scale the way text data does @vangrid_io is tackling that by treating ordinary smartphones as a capture network people already carry turning everyday movement into data collected specifically where its needed what makes this feel real to me is the numbers over 1.25 million captures 4700 attestations and past 600000 in usdc already settled and none of it hidden you can verify captures provenance and settlement onchain yourself sitting at the intersection of depin and physical ai the hard part was never just gathering data broadly its connecting that network to genuine demand for spatial intelligence the 9 million raised tells you the ambition but honestly execution and data quality will decide if this actually matters more than any funding number ever will what im actually curious about now is how this ground truth ends up supporting robotics autonomous systems and world models as their appetite for data keeps growing worth paying attention to because its solving a real infra gap not just bolting ai onto another token story https://t.co/NOMuzjErKj
