Technical draft describes a layered architecture for governing structured concepts with human oversight, indicating a new approach to compression.
Technical working draft describing a three-layer architecture (private human-experience layer, language-model compression layer, shared semantic layer) for producing and governing structured conceptual units with full traceability and human oversight. Restricted-access record of authorship. Prepared with AI assistance; living document.
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Andreas Ehstand (2026) studied this question.
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