GROVE: Causal Video-Stream Memory for Proactive Assistants

GROVE is a training-free framework that builds a temporally stratified memory from continuous video streams. It enables wearable assistants to perform both reactive question-answering and proactive assistance by consolidating perceptual evidence into episodes and recurring patterns.