This article outlines the significant architectural differences between video-on-demand (VOD) and live streaming, specifically cautioning engineers against treating live broadcasting as a scaled-up VOD system. It highlights critical failure modes—such as manifest delivery issues and synchronization errors—that often undermine high-concurrency events like the Netflix Tyson vs. Paul broadcast.