Large Language Models (LLMs) have advanced considerably in generating and understanding text, and recent developments have extended these capabilities to multimodal LLMs that integrate both visual and audio data. Despite these gains, these models still face challenges with fine-grained cross-modal temporal reasoning, especially in aligning events across audio and video streams. To address this, an NVIDIA research team has introduced OMCAT: Omni Context Awa