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As AI and real-time graphics converge, portable AI inference is transitioning from research to real-world deployment. This talk presents insights from the Khronos AI Ecosystem Research Project, open-source frameworks for Vulkan-based AI inference, and emerging trends in machine learning and neural graphics. Use cases such as texture compression, LLM inference, image upscaling, and frame interpolation are highlighted.