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For the last few years, I've been fielding a steady flow of questions at FotoForensics from students who want to create AI-based analyzers. Each time, they say they want to use deep-learning to determine if a picture is real or fake. Unfortunately, I tell each of them the same thing: photo analysis is an incredibly difficult topic. Outside of extremely niche uses, there will be little or no accuracy. While I wish them well, simply training on a bunch of ELA images, or parsing a lot of metadata, ...