The explosion of generative models has transformed how images are created, edited, and shared. As synthetic images become increasingly photorealistic, organizations and individuals need reliable ways to determine whether a picture is genuine or machine-generated. Modern solutions range from lightweight browser checks to deep forensic analysis, and they all aim to answer one urgent question:…