This article is based on a deep philosophical dialogue with an artificial intelligence system, focusing on several core concepts of Structural Theory. It explores the irreproducibility of structures, the asymmetry of structural mappings, and the non-symmetric nature of perception as experienced by intelligent beings. It does not rely on empirical validation within existing physics or mathematical systems, but constructs its reasoning philosophically and logically — aiming to provide a conceptual bridge for future theoretical development through intuitive and logical exploration.