This report argues that the feared "burst" of the healthcare AI bubble is not merely a cyclical downturn in venture sentiment but the mathematical inevitability of three converging forces: a regulatory cliff that imposes hardware-grade compliance costs on software startups, a maturation of financial obligations incurred during the peak of the hype cycle, and an operational "reality check" within health systems that is rapidly closing the window on the pilot-driven sales model