eli5: how does ai detection work?
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Generative AI learns the patterns that humans use to do things such as writing or making art. Descriminator AI also learns these patterns to a degree, but determines through classification or regression whether or not too many / too frequently patterns are found for a human to have created it.
People are unique and not always perfect, which AI struggles at more than we do. At face value the output of a generative AI may look like something a human made, but a discriminator is trained to figure out where the generator may have used stochastic choice (random) to appear imperfect in a way that a person wouldn’t, or it follows the “rules” of the task more strictly than a person would.
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