Pricing intelligence in the age when it becomes infrastructure.
And making it land.
I'm Li Biao, styled Qiongyu. PI at the Shanghai Qi Zhi Institute, working on the commercialization, large-scale deployment, and Token economics of AI agents — and founder of ZhiyuHui and the HeYi community. Notes on what I think about and what I'm building.
PI · Shanghai Qi Zhi InstituteFounder · ZhiyuHuiFounder · HeYi Community
Selected Writing All →
Token Economics: Pricing Intelligence as a Service
Token 经济学:为智能服务定价 2026.05
When Intelligence Becomes a Commodity: Why AI's Unit of Settlement Is Moving Up
当智能走向 Commodity:AI 经济的结算对象为何正在上移 2026.03
Building All →
ZhiyuHui
Agent · Token Infra
Enterprise Agent commercialization & Token infrastructure — turning model capability into metered, settleable intelligence.
HeYi Community
Community
An Agent developer community connecting research, engineering, and real deployment.
Now More →
- 2026.05 Roundtable at Zhongguancun Forum
- 2026.04 New essay is live
- 2026.03 ZhiyuHui's first deliveries