Part I Stable Output Is Not Structural Preservation: Template Absorption, SSE, and the Need for AI Operational Design Part II Stable Explanation Is Not Structural Understanding: Meta-Template Regeneration in GPT-5.5 Series Claim Stable output can be mistaken for structural preservation. Stable explanation can be mistaken for structural understanding. Together, these two risks show that stability itself can become a substitute indicator in AI operation. All rights reserved unless otherwise stated. This project is made publicly accessible for reference and citation purposes. Copyright, interpretation rights, and operational rights are retained by the author. Redistribution, modification, commercial use, derivative works, translation, reuse in training materials, and operational reinterpretation are not permitted without prior permission from the author.
Masaki Hoshino (Thu,) studied this question.