In this paper, we present a vision for a new generation of multimodal streaming systems that embed MLLMs as first-class operators, enabling real-time query processing across multiple modalities. Achieving this is non-trivial: while recent work has …
IMPACT is a scalable framework for autonomous, rapid traffic incident analysis using existing urban CCTV infrastructure. It combines a low-latency CPU-based vision module for real-time key-frame filtering with the causal reasoning capabilities of …