Episode 102 - The training to inference passageway with Sumti Jairath, SambaNova

Episode 102 - The training to inference passageway with Sumti Jairath, SambaNova

From DCD Zero Downtime: The Bi-Weekly Data Center Show by DatacenterDynamics

April 30, 2026 · 42 min

About this episode

This episode features an interview with Sumti Jairath discussing the shift in the AI industry from training to inference and the challenges in the semiconductor sector.

With the AI industry fueling a shift away from training and towards inference, and claiming agentic AI as its next frontier, the need for hardware to support workloads that require high-compute and low-latency performance has never been greater. On this episode of Zero Downtime, DCD talks to Sumti Jairath, chief architect at SambaNova, about some of these driving forces, how the semiconductor industry has changed over the last decade, and what some of the biggest challenges facing chip companies right now are

People in this episode

Host: DatacenterDynamics

Guest: Sumti Jairath

Topics covered

  • AI industry
  • inference
  • hardware performance
  • semiconductor industry
  • chip challenges

Keywords

  • AI
  • inference
  • hardware
  • semiconductors
  • chip companies
  • low-latency
  • high-compute

Mentioned in this episode

Organizations: SambaNova

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