A Universal Cliff and a Design Fingerprint: Cross-Section Defect Detection Under LLM Orchestration

Hiroki Fukui

Production language-model systems answer a request by partitioning it across an invisible orchestration of worker agents that recompose one integrated report. We ask what this does…