Physics AI Explained: Why Hardware Design Requires a Different Kind of AI

Physics AI Explained: Why Hardware Design Requires a Different Kind of AI

From The AI with Maribel Lopez (AI with ML) by Maribel Lopez

March 31, 2026 · 28 min · Episode 75

About this episode

The episode discusses the unique challenges of AI in reasoning about physical systems with Hardik Kabaria.

Not every AI problem is a language problem. I talk with Vinci CEO Hardik Kabaria about what changes when AI has to reason about the physical world. Full show notes Most of the AI conversation in enterprise circles is about large language models — text, code, maybe images. This episode is about something different: what happens when AI has to reason about physical systems where the laws of physics don't negotiate and a wrong answer can't be patched after the product ships. I talked with Hardik...

People in this episode

Host: Maribel Lopez

Guest: Hardik Kabaria

Topics covered

  • AI
  • hardware design
  • physical systems
  • reasoning
  • enterprise AI

Keywords

  • AI
  • hardware design
  • physical world
  • enterprise AI
  • large language models

Mentioned in this episode

Organizations: Vinci

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