As AI agents scale, H3C shifts the focus from more GPUs to better Token efficiency

If the keyword for AI infrastructure over the past few years was simply more compute, the large-scale deployment of Agentic AI is forcing the industry to confront a more practical question: How efficiently can all that compute actually be used? At the 2026 Apsara Conference, H3C put the question in terms of Tokens. As AI agents continuously call on foundation models, trillion-Token-scale services are emerging as a new infrastructure requirement.