China Telecom Research Institute Forecasts 350x Growth in China’s AI Token Consumption by 2030

The headline number is less telling than the framing: a state-linked research arm is signaling that China's AI buildout is entering a deployment-and-monetization phase rather than a raw compute race. That matters for anyone watching where AI demand actually lands — inference, networking, and the infrastructure that carries tokens, not just training clusters. The open question is whether application revenue scales anywhere near the projected consumption, since token volume without paying use cases is a cost story, not a growth story.