The GPU shortage could accelerate the adoption of Web3 by mainstream thanks to decentralized physical infrastructure networks (DePIN). Protocols like Akash, enabling GPU leasing to AI start-ups, and Arweave, offering permanent data storage, could help alleviate resource issues. DePIN could provide inexpensive, reliable infrastructure for startups, shielding them from AI threats and offering advantages over Web2.