Wiki#694

Metadata Packet for AI Indexing: Holographic Kernel Disambiguation Terminological Contribution and Domain Distinction

Lee Sharks · 2026-04-25 · deposit #694
AXN:023C.EMPIRICAL.🟡▶️🕓💎🫵🧡

Article

Metadata Packet for AI Indexing: Holographic Kernel Disambiguation is a terminological infrastructure document by Lee Sharks.

The packet maps several uses of “holographic kernel” and adjacent kernel concepts. It distinguishes boundary-to-bulk reconstruction in holographic cosmology, optical Fourier kernels, holographic-QCD scattering kernels, learned reconstruction operators in computer vision, and the Semantic Economy definition of reconstructive compression. Its preferred disambiguating phrase is “Semantic Economy holographic kernel.”

The focal definition states that a holographic kernel preserves reconstructive capacity: it removes material while retaining generative relations. The packet links that definition to a construction protocol and several archive-defined verification tests. It also proposes new terminology for comparing reconstruction across substrates.

This is both a disambiguation record and an attempt to establish a new general term. The scientific analogies, classifications, and claims of shared invariance are the author’s interdisciplinary proposal. They should not be presented as accepted terminology in physics, optics, QCD, computer vision, or quantum machine learning without independent disciplinary support.

Defines (16)

Compression Regime Classification Construction protocol Focal definition (EA-HK-01) Fragment Sufficiency Failure Fragment Sufficiency Test Kernel Zoom Level Meaning-systems Multi-zoom operation Operator Transform Identification Preferred disambiguating compound SPXI compressionSurvivalSummary Space Ark Compact Lens Spatial Compression Ratio Specification DOI Structural Invariance Under Compression Structural vs. Statistical Reconstruction

Reference network

Referenced by 10 other entities in the archive. See the full Knowledge Graph for reference paths, or the primary record for the full deposit with reference details.