Why the AI Business Model Is Cracking and How Crypto Could Help Fix It

The sustainability of the current AI business model faces significant pressure as enterprises hit spending limits on frontier model APIs, prompting a shift toward cost-effective, open-source alternatives. Tommy Shaughnessy, founding partner at Delphi Ventures, highlights that while frontier labs like OpenAI and Anthropic currently dominate, the high cost of API usage compared to subsidized subscriptions creates a "leakage" to open-source providers. This transition threatens the revenue growth required to justify massive capital expenditures on GPU infrastructure. Crypto offers a potential solution to these structural inefficiencies by enabling decentralized capital formation, censorship-resistant deployment, and collaborative development. As these AI labs move toward public markets, the tension between proprietary, restrictive control and the efficiency of open-source ecosystems will define the next phase of industry growth, with DePIN projects emerging as critical components for future AI development.