Introduction Artificial intelligence is rapidly transforming portrait photography, reshaping not only how images are edited but increasingly how they are generated altogether. What once required professional lighting, expensive cameras and complex retouching workflows can now often be achieved directly from a smartphone using AI-assisted portrait systems capable of generating remarkably polished headshots within minutes. The rise of AI headshot apps reflects a wider shift taking place across contemporary visual culture. Portraiture is no longer confined solely to traditional photographic capture; instead, it now exists somewhere between photography, computational imaging, synthetic media and algorithmically generated identity. For creators, professionals, influencers and businesses alike, AI portrait tools have become increasingly important within…