As AI becomes our primary gateway to information, the debate shifts from eliminating ads to designing ethical attention markets. This deep dive explores how dealer, broker, and auction models define today's ad landscape—and why AI assistants demand fundamentally new approaches to balancing user value, creator economics, and innovation.