Today, many people, from artists and designers to amateur users, have started to benefit from artificial intelligence production. Humanity is now faced with artificial intelligence that can create similar art and design products that emerge as a result of longterm studies in minutes or even seconds. Artificial intelligence derives this ability from databases containing billions of visual/audio elements, as well as strong technological infrastructures. This situation brings up many questions. The use of artificial intelligence in the field of fine arts can contribute to the creative process, but can also lead to potential risks and ethical (copyrights, transparency, data management, etc.) dimensions. This article discusses the relationship between artificial intelligence and responsible artificial intelligence by considering it as a Fine Arts example. In the article, it is emphasized that the concept of responsible artificial intelligence should also come to the fore in the field of fine arts, and that cooperation between artists/designers, technologists and decision makers is important in order to be responsible in the use of artificial intelligence against potential risks and ethical dimensions. Additionally, it was concluded that appropriate policies and guidelines should be implemented in order to protect social values and ethical standards.