Artificial intelligence software accelerates manuscript production but reduces total processed publications by congesting expert peer review. People assume faster writing automatically yields more published discoveries, but downstream verification forms an unyielding physical bottleneck. Extra submissions fill incoming review queues faster than human referees can read them, generating severe delays that distort submission choices and reduce system output.
Operations
Markets, organizations, decisions, operations, and the accounting underneath them.
Service providers degrade artificial intelligence models during server congestion under the belief that smaller models save money. Standard accounting assumes each query represents a finished transaction, but real customers pay for working answers rather than raw computational attempts. When a downgraded model outputs an inaccurate answer, the user immediately sends a retry query or leaves the platform entirely.