This month, as I’ve been working with several new teams, the concepts of learning and accelerating understanding have been at the forefront of my mind—particularly how AI fits into everyone’s learning toolkit. As a seasoned technical leader who’s witnessed multiple paradigm shifts over the past 30 years, I’ve noticed a curious paradox emerging: as AI tools make information more accessible than ever, deep understanding becomes increasingly valuable.