A CHAPTER IN THE STORY

The rules stay. The tools change.

The buy box, approval gates, and operating record become the stable part. Models and interfaces can change around them.

Recorded on the original essay’s publication date.

THE ORIGINAL RECORD

Read the sources.

EssayModels Change. Your Logic Doesn't.EssayWhy I Never Let the Model Touch the Numbers
WHAT CAME NEXT

Rebuilding the feedback loop