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.



That said, unlike answers from an LLM, SO answers are available for public review and scrutiny (for better or worse) which can filter out unhelpful answers.