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San Francisco
April 6-9, 2026
Bryan Catanzaro
VP of Applied Deep Learning Research
NVIDIA
Bryan Catanzaro is VP of Applied Deep Learning Research at NVIDIA, leading the Nemotron team building open foundation models. He helped create CUDNN, NVIDIA's first AI product; DLSS, a neural rendering system making graphics 10X more efficient; and Megatron, which set speed records for training LLMs and forms the basis for many generative AI projects. An advocate for open science, his team contributes models and datasets to help developers safely deploy AI. With 50,000+ citations, his research spans deep learning and large-scale systems.
Main
Main
APRIL 6
5:15 - 5:50 PM

AI is a 5 Layer Cake

AI is a five-layer cake made up of energy, chips, infrastructure, models, and applications. Each layer supports the next, with its own ecosystem of companies, technologies, and expertise. This session breaks down how these layers connect and how their combined development is driving one of the largest buildouts of infrastructure in history.
Best for:
Corporate Strategy/ BD/ CAIOProductTechnology
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