they mostly work by looking for 'inconsistencies' by comparing them to photos that are manipulated and normal pictures. like misplaced pixels, differences in textures and lighting, and such. in that video it thinks it's fake because moon photos are too different from anything taken on earth. i genuinely don't trust that shit. i've had nns tell me something was real that i know i've manipulated before. i just don't think there's nearly enough pictures of things taken from the moon for the nn to really have a good idea on what is manipulated or not.
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