# Omni-InteractScope: Benchmarking Proactive and Agentic Interaction in Continuous Omnimodal Streams > Source: > Published: 2026-10-28 02:51:35+00:00 Omnimodal large language models (Omni-LLMs) are increasingly expected to assist users while observing continuous audiovisual streams. However, existing evaluations provide limited insight into how reliably these models connect stream evidence and user needs to timely, sustained interventions. We int