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.



There is no AI, what we have is precisely cognitive conformity as a service that replaces conventional information search. We all should be fucking scared.