AI demand is growing faster than centralized infrastructure can keep up. GPU availability, high compute costs, and latency requirements are pushing developers to look beyond traditional cloud providers and toward distributed infrastructure.
This is where DePIN, or Decentralized Physical Infrastructure Networks, is becoming increasingly relevant. Instead of relying on a small number of centralized data centers, DePIN networks combine computing resources from independent nodes around the world, including GPUs, CPUs, storage, and bandwidth.
The shift is especially important as AI moves from simple chat interfaces toward real-time agents capable of processing voice, video, and multimodal inputs. For these applications, latency becomes critical, creating an advantage for geographically distributed compute networks that can process requests closer to users.
The article looks at two projects already building in this direction. AIOZ Network has expanded from decentralized storage and content delivery into an AI compute economy built on its global network of DePIN nodes. YOM, originally focused on decentralized cloud gaming, is using the same low-latency GPU infrastructure as a foundation for real-time AI workloads.Cicada CEO and co-founder Maxim Moris also shares why DePIN is attracting attention from a market and investment perspective. For Cicada, the key factors are not simply the AI narrative, but emerging revenue models, real demand for infrastructure, and token economics that create measurable liquidity dynamics.
DePIN is unlikely to replace hyperscale data centers completely, but it is increasingly becoming a viable alternative for workloads where distributed compute, lower latency, and flexible access matter most.
