Many experts aren’t resisting growth — they’re resisting delivery models that require constant upkeep.

In this article, I explore why experienced creators don’t want to build more courses, what’s driving the shift toward better delivery systems, and how durability has become the new differentiator in expert-led businesses.

AI clones don’t fail because they aren’t smart enough — they fail because they aren’t designed with trust in mind.

In this article, I break down what actually makes an AI clone trustworthy, why boundaries matter more than volume, and how most expert-led AI systems lose credibility before they ever provide value.