Over the past decade, the landscape of online gambling has transformed dramatically, driven by technological advancements and shifting regulatory frameworks across the globe. Stakeholders—from players to industry operators—are increasingly interested in understanding how new innovations shape the ecosystem, ensure fair play, and sustain responsible gambling environments. This evolving context raises critical questions about the credibility…