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AI Orchestration for EM Simulation, Explained | AI With Nullspace, Ep. 1

This is the first episode in our video series: "AI With Nullspace," hosted by Senior Applications Engineer, Ryan Cutshall.

Samantha Chou

Head of Marketing

Running an EM simulation isn't the hard part. It's everything that has to happen before you click run.

In this first episode of AI With Nullspace, Senior Applications Engineer Ryan Cutshall lays out the framework for how Nullspace works with the LLM tools engineers already use to orchestrate the full simulation pipeline.

Covered in this episode:

  • Distinction between AI, machine learning, and large language models

  • Clarification on what LLM orchestration is not: a surrogate model or a generic chatbot

  • Introduction to two key concepts: agents and skills

  • The validation gates built into every pipeline run

  • Explanation the automation dial, from manual control to full automation


Episode 1


Table of Contents

at a glance

In this first episode of AI With Nullspace, Senior Applications Engineer Ryan Cutshall lays out the framework for how Nullspace works with the LLM tools engineers already use to orchestrate the full simulation pipeline.

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