Elliot 艾略特(@ElliotChen):TL;DR of @leerob's 45-min Stanford lecture on always-on agents, the last 10 minutes especially: Build as little UI as possible, because you'll rebuild it every six months. Every app either goes agentic or becomes "a headless piece of data for another agent." My takeaway: the UI becomes the least important part of a personal agent. What matters is the stuff you can't see: memory, agents learning on the job, knowing when to speak up and when to stay quiet. You don't feel any of it on day one. You feel it on day ninety.

2026.10.11 22:39

TL;DR of @leerob's 45-min Stanford lecture on always-on agents, the last 10 minutes especially: Build as little UI as possible, because you'll rebuild it every six months. Every app either goes agentic or becomes "a headless piece of data for another agent." My takeaway: the UI becomes the least important part of a personal agent. What matters is the stuff you can't see: memory, agents learning on the job, knowing when to speak up and when to stay quiet. You don't feel any of it on day one. You feel it on day ninety.