After Generating Thousands of AI Portraits, I Summarized a Methodology

TL;DR

This article outlines a five-layer methodology for AI portrait generation, emphasizing scene density, lighting physics, makeup anchors, and action skeletons to achieve professional photography results over generic AI outputs.