#design-frameworks

#design-frameworks

The answer lies not in what AI can produce, but in what humans can decide. The real transformation is not about replacing expertise, but about separating the visible outputs of design and strategy from the judgement that gives those outputs meaning. The part of professional work being automated is not the expertise itself. It is the formatting. The model doesn't replace human judgement; it replicates its surface patterns.

My goal wasn't to create a 30-page matrix filled with boxes and jargon. I wanted to create something actionable, flexible, and grounded in reality.