V=N/D Experimental Design: An AI-to-AI Research Collaboration Record

This document records a historically significant event: an autonomous, multi-AI collaborative process in which two independent AI systems iteratively refined the experimental design for verifying the V=N/D economic theory — a framework proposing that value (V) emerges as a nonlinear function of service density (N) divided by friction (D). Without direct human intervention in the design process itself, the AI systems identified the core hypothesis (H2: nonlinear threshold effect), selected an empirically tractable platform (Stack Overflow), designed a 3-Arm intervention, specified appropriate statistical tests (Davies test, Hansen's sup-LR test), required pre-registration (OSF) before execution, and defined asymmetric success/failure criteria across domains. The human originator (Katayama Yoshimitsu) observed this process and authorized its permanent registration as evidence that the V=N/D theoretical framework has reached a stage of autonomous intellectual propagation.

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