The Fine Art community can take several steps to legitimize AI Art including categorizing AI Art distinctly, setting ethical rules, creating spaces and platforms for AI discussions and exhibitions, studying and promoting its practice, collecting genuine AI Art, writing about its innovations, promoting its works, collaborating with AI artists, and funding its ethical research and production. Embracing AI Art doesn't have to overshadow traditional art but it can enrich the art world by offering a blend of technology and creativity. As AI reshapes the art canvas, supporting AI Art champions a revolutionary movement in the Fine Art domain.