A Layered Architecture for Human-in-the-Loop Semantic Compression and Shared Conceptual Governance

Key Points

• This draft aims to outline a three-layer architecture for semantic compression and governance of conceptual units.
• Describes a three-layer architecture: private human-experience layer, language-model compression layer, and shared semantic layer.
• Focuses on producing structured conceptual units with full traceability and human oversight.
• Prepared with the assistance of AI, noted as a living document.
• The architecture allows for enhanced governance over structured conceptual units.
• Enables full traceability of authorship in the document.
• Facilitates the management of human oversight in semantic processes.