We were taught that generalists and specialists will always have their roles.

Well, and therein lies your actual mistake. Believing what you were told by higher-up about the irreplaceability of the human intellect. Economists have long made such claims sothat they could motivate enough people to go through the strenuous tasks of learning and developing knowledge, meanwhile it was always clear that the development of automatic intelligence was only a question of when, not if.