In a breakthrough discovery, a new artificial intelligence analysis suggests that the face of Joseph in the renowned Raphael painting, *Madonna della Rosa*, housed in Madrid’s Museum del Prado, was likely not created by Raphael. The painting has been the subject of debate for centuries among art experts and enthusiasts, with some speculating on contributions from other artists or the authenticity of specific details. A group of researchers from the Universities of Nottingham, Bradford, and Stanford utilized deep feature analysis to examine the painting, concluding that while the majority of the artwork is indeed by Raphael, the face of Joseph is likely the work of a different artist.