Source: LessWrong
The article identifies a structural vulnerability in academic credentialing: much of what universities enforce—lengthy dissertations, peer review delays, formal publication gatekeeping—functions as deliberate friction to signal competence rather than produce better knowledge. Large language models obliterate the economics of this proof-of-work system by making credential-adjacent outputs (literature reviews, technical writing, novel arguments) trivially cheap to produce. Institutions now face a choice: defend their actual value or admit they've been selling procedural theater. The pressure isn't whether AI replaces scholars, but whether academia survives when the pain it inflicts stops correlating with rigor and becomes purely extractive.