All three stories are about the same structural problem: verification is failing faster than the tools that were supposed to provide it. OpenAI declaring networking a non-moat, AI text saturating peer review, and vibe-coded apps leaking PHI at scale are each a version of the same dynamic — the layer that was supposed to enforce quality or security has been dissolved by the same technology it was meant to govern. The question of where trust gets rebuilt, and who captures value doing it, runs through all three.