Why Metaphor Matters in AI System Design

Fri, 24 Apr 2026 00:00:00 +0000

We often think metaphor is something that explains a system after the fact.

Now I think metaphor is often how you know what you are building.

This has been especially true with AI because AI systems get abstract very quickly.

You start with, “I need help managing recurring work.”

Three hours later, you are still wrestling with what that means, trying to identify recurring work in your own life for realsies this time, and maybe even falling into a therapy session with chat about why you are like this.

AI Architecture on Christa Burger

Why Metaphor Matters in AI System Design