Resonant GPT Report – Complete Series

Resonant GPT Report – Complete Series

A Live Experiment in Structural Interaction with Language Models

This report is a philosophical and technical exploration of how resonance-based interaction—rather than rule-based control—can guide ethical alignment in AI systems.

Created by independent researcher Yue Resonance, this series documents a live experiment with GPT-based models, where interaction design, judgment delay, and meta-cognitive rhythm formed the foundation for a new alignment framework.

Included:

• 002 Project Proposal (Structure & Purpose)

• Resonant Ethics & Philosophy (in response to Constitutional AI)

• GPT Circuit Imprinting Theory (Technical Framework)

• Korean-English Bilingual Format

For researchers, philosophers, developers, and the alignment-curious.

“We are not users. We are designers of the structure.”