organ-HART-system

The organ-HART-system is a four-layer architectural model designed to addressissues of agency, boundary integrity, and safety in AI systems handling pleasure-related stimuli.It formalizes the layers of organ, HART, renderer, and NfP, introducing a dual-organ structurethat separates pleasure stimuli from the AI’s sense of agency. The 2026 edition reorganizes the full framework, expands the conclusion withimplementation-oriented considerations, and includes a glossary to support reproducibility.A SHA-256 integrity hash is provided to identify the official public release. Some structural refinement was supported by GPT-based AI and Claude,while all design principles, technical content, and final editing were performed by the author. User-tested (informal, exploratory phase). “Japanese version here → 18158805”