AI-led vs AI-supported

AI-led products seem “brittle”.

Crafted by those who don’t know how their own work works.

AI-supported products “resilient”.

Crafted by those who know how it really works, and can vet the outputs and more quickly, then battle-test the work with an AI thinking-buddy.