All three pieces are covering the same structural gap from different angles: generation is now cheap and ubiquitous, and nobody has built the verification layer. The professors, the radiologists, and the ghostwritten prize submissions are all surface expressions of the same problem — judgment, attestation, and accountability were never productized because the labs have no incentive to certify the humans they're replacing.