DePIN tokenizes real-world hardware networks like storage, wireless, or compute.
Token incentives bootstrap supply-side hardware. Demand must eventually catch up for sustainability.
In research workflows, DePIN is usually interpreted with Filecoin, AI crypto, and Tokenomics rather than as a standalone signal. Throughput, finality, and fee markets determine user experience and where activity migrates during congestion.