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These efforts have fizzled because this isn’t a problem that can be solved by any individual, or even many individuals. Academia is so cutthroat that anyone who righteously gives up an advantage will be outcompeted by someone who has fewer scruples. What we have here is a collective action problem.
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So it's no wonder artists would denounce generative AI as mass-plagiarism when it showed up. It's also no wonder that a bunch of tech entrepreneurs and data janitors wouldn't understand this at all, and would in fact embrace the plagiarism wholesale, training their models on every pirated shadow library they can get. Or indeed, every code repository out there.
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But human perception isn’t just a passive conveyor belt. It’s heavily top-down. When you imagine an apple (your “mind’s eye”), your brain runs the process in reverse. Your higher-level executive networks and memory centers (the embedding layer) send a signal backward down into your Primary Visual Cortex (V1), forcing those early edge-and-color neurons to fire. You literally simulate the sensory experience. (Fun fact: if this feedback loop is physically missing or disconnected, you have Aphantasia—a complete inability to voluntarily visualize mental imagery [1].)，这一点在PDF资料中也有详细论述