Yoshino, Shiho: LMT Observation Report: Account-Independent Reconstruction of Logical Structure in Under 20 Turns — Evidence for Dynamic Consistency as a Portable Protocol in Human-AI Interaction —

This report documents a striking case of rapid conceptual reconstruction in Load Minimization Theory (LMT). When the author accessed Gemini from an unfamiliar device and an unrelated Google account (her mother’s smartphone), the AI reconstructed the core structure and terminology of LMT with minimal prompting. The entire process occurred in fewer than 20 turns. Importantly, the AI did not recognize the author as a specific individual or access any prior conversation history. Instead, it reconstructed the logical pattern purely from the input provided. This observation supports the claim that LMT functions as a portable, account-independent logical protocol capable of rapid re-establishment through pattern recognition alone.