Generative AI at the Edge with Vinesh Sukumar

EPISODE 623

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About this Episode

Today we’re joined by Vinesh Sukumar, a senior director, and head of AI/ML product management at Qualcomm Technologies. In our conversation with Vinesh, we explore how mobile and automotive devices have different requirements for AI models and how their AI stack helps developers create complex models on both platforms. We also discuss the growing interest in text-based input and the shift towards transformers, generative content, and recommendation engines. Additionally, we explore the challenges and opportunities for ML Ops investments on the edge, including the use of synthetic data and evolving models based on user data. Finally, we delve into the latest advancements in large language models, including Prometheus-style models and GPT-4.

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Thanks to our sponsor Qualcomm Technologies

Thanks to our friends at Qualcomm for their continued support of the podcast! The Qualcomm AI Engine is powering the future of industries. Experience mobile intelligence like never before with the brand-new 7th Gen Qualcomm Artificial Intelligence (AI) Engine—uniting AI with everything from photography to gaming to connectivity. Visit twimlai.com/go/qualcommai to learn more.

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