depin

What is DePIN? A Simple Analogy DePIN , which stands for Decentralized Physical Infrastructure Networks, are systems that use cryptocurrency tokens to encourage a global community of people to build and operate real-world infrastructure. A simple analogy: shared local devices form decentralized...

What Is the GPU Shortage and Why Does It Still Hurt AI Startups in 2026? Put simply, the GPU shortage is a gap between how many high-powered graphics processing units the world needs to build and run AI systems — and how few are actually available to buy or rent at a reasonable price. A visual...

GPU Shortage DePIN Guide for AI Startups in 2026 The global GPU shortage and why AI startups feel it first The modern AI boom runs on a piece of infrastructure most users never see: GPUs. They power model training, fine-tuning, embeddings, and inference at scale. As more companies ship AI...