This chapter explores the emergence and influence of Generative Artificial Intelligence (GenAI) within the realm of artistic creation, highlighting its transformative potential in shaping a new generation of creators known as “Next-GenAI-rtists.” These artists redefine traditional practices by integrating GenAI as both a tool and a collaborative partner, fostering innovative co-creative processes. Employing the Hybrid Intelligence Technology Acceptance Model (HI-TAM), the chapter examines the psychological, technical, and ethical dimensions of this integration, emphasising iterative learning, shared conceptual frameworks, and the pivotal role of psychological safety. By juxtaposing GenAI’s impact with historical shifts—such as photography’s influence on art—the text situates the current revolution within a broader technological and cultural context. Practical examples of AI-generated art across various media underscore the democratisation and expanded accessibility GenAI offers, alongside its challenges to authorship and aesthetic norms. The chapter also delves into critical concerns regarding bias, transparency, and intellectual property, advocating for responsible and ethical GenAI implementation. Concluding with an exploration of the evolving skill sets and interdisciplinary collaboration central to Next-GenAI-rtists, the chapter reimagines creativity as a dynamic interplay between human ingenuity and computational innovation in the digital age.