Memory-efficient Streaming VideoLLMs for Real-time Procedural Video Understanding

This is like giving an AI the ability to ‘watch a live video stream like a human’ and keep track of what’s happening step‑by‑step, without needing a supercomputer’s memory. Think of a smart assistant that can follow a cooking show, a sports broadcast, or a how‑to video in real time and answer questions about what is happening right now and what happened earlier, all while keeping computing costs low.