AI can cheaply fake almost every signal we traditionally used to judge quality. I now see this pattern everywhere, in open source, in education, in research, all breaking at the same time. I find signaling theory useful for diagnosing what is happening and why it is so disorienting, and signaling theory and adjacent literature can provide the vocabulary to discuss possible solutions.

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[–] 1 point 3 hours ago

Fast mass generated stuff luckily tends to be easier to identify, than the stuff made using well prompted and thoughtful techniques. So yes, slop might remain identifiable for a while now.

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