李琼羽Li Qiongyu

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