Google DeepMind launched Nano Banana 2 Lite and Gemini Omni Flash to optimize edge computing. These models prioritize low latency and reduced memory footprints for on-device deployment. Developers can now integrate multimodal capabilities into smaller hardware profiles. This update streamlines the pipeline for real-time, local AI inference without relying on cloud connectivity.