We’re interested in AI systems that can collaborate in real time, without relying only on artificial turn boundaries. For audio, this feels natural: listen, speak, interrupt, update. For video, we think an important version of this is visual proactivity — models that respond when something happens visually: “Tell me when I start slouching.” “Count my pushups.” “Say stop when the person stops doing X.”