11min chapter

The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence) cover image

Generative AI at the Edge with Vinesh Sukumar - #623

The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)

CHAPTER

Evolving AI Applications at the Edge

This chapter explores the evolution of AI use cases at the edge, transitioning from image and video applications to diverse modalities including text and commerce. It focuses on the shift in hardware architectures and optimization strategies employed by Qualcomm to balance performance and efficiency across sectors like mobile and automotive. The discussion also emphasizes advanced software engineering techniques like quantization to enhance model efficiency and the importance of robust computing infrastructure to handle emerging challenges.

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