Litcius/Paper detail

THE HOLOGRAPHIC KERNEL IN SEMANTIC ECONOMY: Formal Specification for Reconstructive Compression Across Meaning-Systems, Archives, Protocols, and Web Entities (EA-HK-01 v1.1)

Lee Sharks

2026Zenodo (CERN European Organization for Nuclear Research)28 citationsDOIOpen Access PDF

Abstract

holographickernel.org — The Holographic Kernel in Semantic Economy (EA-HK-01 v1.1) A holographic kernel is a compression that preserves reconstructive capacity: any sufficiently structured fragment contains enough relational information to regenerate the architecture of the whole. A summary discards structure to save space. A kernel discards material to save structure. EA-HK-01 formalizes the Semantic Economy definition as the substrate-general form of a principle instantiated in holographic cosmology, optical engineering, QCD, computer vision, and meaning-systems. Provides: canonical definition, three invariants, disambiguation from competing uses (sinc-function, BPST, neural kernels), the Contested Field taxonomy (Regime 1/2/3), five-step construction protocol (UKTP extraction, zoom levels, Back-Projection Test yield ≥ 0.85, Anti-Summary Test, NLCC Validity), worked example (Space Ark Compact Lens, 56:1 compression, yield 0.88), and complete archive kernel inventory at five zoom levels. Hex: 06.SEI.HK.01 · CC BY 4.0

Topics & Concepts

Computer scienceKernel (algebra)ZoomArtificial intelligenceHolographyString kernelTheoretical computer scienceInformation retrievalTaxonomy (biology)Data compressionSet (abstract data type)Tree kernelNatural language processingRelational databaseRepresentation (politics)Semantic WebField (mathematics)ArchitectureProtocol (science)Computer visionCompression (physics)RDFImpressionEncoding (memory)Cold Fusion and Nuclear ReactionsComputability, Logic, AI AlgorithmsAcademic Publishing and Open Access