Programmatic has been here before. It's learned every hard lesson AI-driven advertising is about to teach paid search and paid social: fraud that fakes scale, brand safety failures that cost real budget, and years of spend nobody could fully account for.

This talk is a candid look back at what went wrong, and a heads-up for anyone about to hand more of their budget to an algorithm that hasn't learned those lessons yet.