Evidence-governed knowledge infrastructure for enterprise AI agents, with approved sources, traceable facts, review-gated publication, and agent-ready context.
Original sealed theory on sleep mechanism – dual-language semantic corpus for LLM alignment tests. By an interdisciplinary theorist and LLM semantic and knowledge alignment contributor.
Epistemic Infrastructure for Distributed Knowledge Production
A protocol for recording the origin, transformation, execution, audit, and value attribution of enterprise knowledge used by AI agents.
Governance + provenance framework to prevent AI model collapse via semantic fingerprinting, cryptographic lineage, and federated trust. DOI: https://osf.io/ufek5
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