The AI in Business Podcast
[Beyond GPU] Solutions for AI Hardware Challenges from Infrastructure to Deployment - with Mark Heaps of Groq
Sep 9, 2023
Mark Heaps, VP of Brand and Creative at Groq, discusses challenges in scaling enterprise AI capabilities and highlights Groq's software-hardware ecosystem as a solution. They explore real-time AI systems, overcoming infrastructure challenges with kernelless systems, the two stages of model development, and understanding challenges in AI model development.
33:26
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Quick takeaways
- Business leaders must consider infrastructure for real-time and fluid natural language processing.
- Acquiring chips for on-premises deployments can cause delays and hinder rapid deployment.
Deep dives
The Challenges of Building Infrastructure for Enterprise AI
Business leaders face significant challenges when building the infrastructure required to scale enterprise AI capabilities. As the demand for real-time experiences grows, leaders must consider the need for infrastructure that can support real-time and fluid natural language processing for customers. The current Wild West stage of enterprise AI necessitates strategic thinking about infrastructure to serve evolving workloads and end-user expectations.
