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Pattern Recognition, Gatekeeping, and the Myth of “We Can Always Tell” A Comparative Analysis of Anti-AI Sentiment and Transphobic Rhetoric Abstract This paper explores a parallel between contemporary anti-AI sentiment—particularly accusations of “AI slop”—and longstanding transphobic rhetoric, specifically the claim that “we can always tell.” Both phenomena rely on overconfidence in pattern recognition, social gatekeeping, and anxiety around authenticity. By examining these shared mechanisms...
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