Exploring the AI Startup Ecosystem with NVIDIA Inception’s Jeff Herbst - Ep. 128
Sep 23, 2020
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Jeff Herbst, VP of business development at NVIDIA and head of NVIDIA Inception, shares his extensive journey in the AI startup ecosystem. He discusses NVIDIA's evolution from a graphics manufacturer to a leader in AI technology and the critical role of data in modern development. Herbst highlights how NVIDIA Inception accelerates startups with training and resources, featuring success stories like Baba Labs. He underscores the importance of adaptability and strong leadership for entrepreneurs navigating the fast-changing AI landscape.
NVIDIA's transformation from a graphics card company to a leader in AI underscores the pivotal role of innovative parallel processing technologies.
The NVIDIA Inception program supports over 6,000 startups by providing resources and fostering collaboration to drive growth in diverse industries.
Deep dives
Jeff Herbst's Journey with NVIDIA
Jeff Herbst joined NVIDIA in 2001 after receiving a call from a former colleague recommending him for a vice president role. With a strong background in computer graphics and a passion for the industry, he felt a serendipitous connection to NVIDIA's mission. During his early discussions with the company's CEO, Jensen Huang, it became clear that NVIDIA aimed to position itself beyond a graphics card company, planning to tackle complex problems through parallel processing. This vision set the foundation for NVIDIA's transformation into a computing powerhouse, ultimately leading to its pivotal role in AI development.
The Evolution to GPU Computing
Initially recognized as a computer graphics company, NVIDIA gradually morphed into a leader in GPU computing through innovative programming techniques. The development of programmable graphics processors allowed for sophisticated visual effects while enabling researchers and developers to utilize GPUs for various high-performance computing applications. This groundwork gave rise to CUDA, a comprehensive computing platform that made parallel processing accessible and sparked a multitude of applications. Over the years, this evolution was catapulted further with breakthroughs in AI, catalyzed by improved processing capabilities and the vast amounts of data available for training models.
The Shift from Code-Driven to Data-Driven Programming
A significant shift in programming paradigms has occurred, moving from traditional code-driven methods to data-driven approaches that leverage AI mechanisms for development. The new model emphasizes the importance of data in programming, allowing algorithms to emerge from data rather than relying on predetermined code logic. Tasks previously cumbersome, such as feature extraction for computer vision or voice recognition, can now efficiently utilize vast datasets to improve results. This transformation requires a rethinking of how developers engage with data, marking the start of a new era in programming that promises substantial advancements and opportunities.
NVIDIA Inception and the Startup Ecosystem
The NVIDIA Inception program was established to cultivate an ecosystem of startups utilizing GPU computing and AI. By providing resources such as cloud credits, marketing support, and access to a network of investors, Inception fosters innovation and collaboration among emerging companies. The program has grown to encompass over 6,000 startups across diverse sectors, including healthcare, finance, and robotics. As NVIDIA continues to develop its ecosystem, it emphasizes a platform approach, encouraging startups to leverage its technologies for growth while simultaneously positioning itself as a key player in the future of AI across industries.
Jeff Herbst is a fixture of the AI startup ecosystem. Which makes sense since he’s the VP of business development at NVIDIA and head of NVIDIA Inception, a virtual accelerator that currently has over 6,000 members in a wide range of industries.
Ahead of the GPU Technology Conference, taking place Oct. 5-9, Herbst joined AI Podcast host Noah Kravitz to talk about what opportunities are available to startups at the conference, and how NVIDIA Inception is accelerating startups in every industry.
Learn more about NVIDIA Inception at https://www.nvidia.com/en-us/deep-learning-ai/startups/
Follow Jeff Herbst at @jeffatNvdia
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