DePIN Reborn as Infrastructure for Physical AI

A $9M token round for spatial-data startup Vangrid signals that decentralized physical infrastructure networks have pivoted squarely toward serving robotics and physical AI.

The term DePIN — decentralized physical infrastructure networks — has resurfaced, but the framing has shifted. As @vvinyll observed, DePIN is now increasingly positioned as infrastructure "for Physical AI," a rebranding that reflects where the actual demand is going. The comment came in response to a report of spatial-data startup Vangrid raising a $9M token round.

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