
How to Build an AI Style Guide
A step-by-step guide to teaching a language model to write like you
Mar 19, 2026 · 5 min readUpdated Jun 15, 2026
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In 1893, a printer named Horace Hart pinned a piece of paper to the wall of the Oxford University Press room where books were printed. It told his compositors—the workers who assembled metal letters by hand into the trays that would be inked and pressed against paper—how to handle the decisions that came up hundreds of times a day. When to capitalize. Where to put a comma. How to abbreviate, hyphenate, and spell.
That piece of paper grew into a 200-page manual, which people called Hart’s Rules. It’s now one of the oldest continuously maintained style guides in print.
The term “style guide” itself didn’t appear in print until the 1930s. For most of publishing history, people said “style manual” or “style sheet.” But whatever you called it, the function was the same: Make the rules explicit so the output stays consistent, no matter who—or what—is producing it.
When we hear the word “style guide,” we tend to think about rulings on the Oxford comma or how to abbreviate “United States.” But Hart was solving a machine problem. Oxford was printing 272 books a year, and dozens of compositors worked the presses. His guide made sure output stayed consistent no matter who was at the press that day.
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