The Katana Problem: Why AI Gets Ancient Rome Wrong (And How to Fix It)

A Roman legionary holding a katana. It sounds like a joke — until it shows up again and again across production work.

In this opening episode, we unpack the core problem behind AI-generated historical imagery: the failures are not random. They are systematic, predictable, and rooted in the structure of training data itself.

You’ll learn:

* Why AI defaults to the wrong weapons, armor, and architecture
* Why “looks historical” is not the same as *being* historical
* Why commercial buyers care — and how accuracy directly impacts revenue
* The nine recurring failure categories that appear across large-scale image generation

This is the foundation for everything that follows: a shift from casual prompting to production-grade historical pipelines.

Access the full prompt system and production pipeline here:
https://staging.hawkesadventures.com/vault-of-ages-prompt-library/