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NVIDIA has open-sourced the video understanding model Nemotron 3 Nano Omni, which uses 3D convolution technology and processes video 10 times faster than playback speed. It excels at audio-video analysis, surveillance retrieval, and asset tagging, but is not suitable for code or text inference tasks.