Bilink
The startup I’m currently building.
Pan YANG
I’m Pan YANG. On social media, I often use the name “杨攀同学” (Yang Pan Tongxue).
I’m currently building Bilink and running Next Token｜词元之外, an AI video podcast.
Work in progress.
Next Token｜词元之外
Weekly conversations with Guizang, Juzi, and Xiangyang Qiaomu about AI technology, products, and their real-world impact.
Putting ideas into words.
Who decides which large language model ranks first?
An article on large language model rankings, first published on the WeChat Official Account “杨攀同学” (Yang Pan Tongxue).
Consensus and non-consensus in the first half of 2026
From context and model capabilities to software and organizational structures, based on a talk at the 43 College alumni gathering.
Software is frozen; the harness is alive
Starting with the Ship of Theseus, a discussion of harnesses that evolve at runtime and the relationship between software and agents.
Context is the agent: the next battle in AI products is over context
As models and harnesses converge, how does context define the limits of an agent’s capabilities?
Conversations, talks & gatherings.
Press
Stop building software for humans! The biggest opportunity in 2026 is building infrastructure for agents
A write-up of a talk on infrastructure for agents, published by InfoQ.
Events
AI infrastructure: who is it for, and why build it?
A talk in the Real-Time AI Infra track at Convo AI & RTE 2025 in Beijing.
Beyond work, in everyday life.
Recording and notes
DJI Pocket, phone recordings, and flomo.
AI coding and video editing
Codex and FFmpeg.
Voice input
Typeless and WeChat Input.