As YouTube evolved into a primary stage for independent creators, monetization has expanded far beyond simple ads and channel memberships. Live streaming now integrates complex financial ecosystems where sponsorship, viewer support, and regulatory compliance intersect. While transparency has improved through statutory contributions, subtle financial linkages often remain obscured beneath engaging content....