Notes on real-time interaction models and AI creation products

Public notes from our work on creator experience, post-production agents, and model-product integration.

Latest essay

2 essays

Taste and Calibration: How We Think About Talent in an AI Startup

On Bobby Chen becoming a Partner at Vattention, and how we think about responsibility, leverage, taste, and calibration in an AI startup.

Read on Vattention

All essays

Real-time interaction models

How models perceive, predict, and participate continuously on the user's timeline.

Video creation agents

Product thinking around post-production, action chains, and creator control.

Model-product integration

Deriving model objectives from product context, and letting capability boundaries shape the interface.