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Bibliografske podrobnosti
Glavni avtor: Hrubec, Karel
Format: Recurso digital
Jezik:
Izdano: Zenodo 2026
Teme:
Negentropic Stabilization Index (NSI), negentropy, stability, time series analysis, multiscale analysis, beta function, criticality, EEG, permutation entropy, robustness, bootstrap confidence intervals, change point detection, early warning signals, AI evaluation, AI safety, operational governance, security analytics, SIEM, reproducibility, technical specification
Online dostop:https://doi.org/10.5281/zenodo.18316986
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Kazalo:
  • <p>This release publishes <strong>NSI Core Spec v1.0</strong>, a compact technical specification that standardizes the <strong>Negentropic Stabilization Index (NSI)</strong> as a cross-domain measure of <strong>stability of structure in time</strong>. The document addresses definition drift across earlier preprints by introducing a <strong>canonical construct</strong> (<strong>NSI:core</strong>) together with a controlled <strong>family of estimators</strong> (<strong>NSI:est.*</strong>), making the NSI program cumulative, reviewable, and reproducible across domains such as <strong>EEG/criticality</strong>, <strong>AI evaluation</strong>, and <strong>operational security governance</strong> (e.g., AKOCS/OTIP-style workflows).</p> <p>The spec provides:</p> <ul> <li> <p>a <strong>canonical target definition</strong> (NSI:core) and strict naming conventions for estimator variants (NSI:est.*);</p> </li> <li> <p>a <strong>multiscale formulation</strong> via a <strong>beta-function</strong> (βNSI) to summarize NSI flow across scales/windows;</p> </li> <li> <p>a <strong>reporting contract</strong> for uncertainty (bootstrap confidence intervals, robustness checks) and recommended negative/positive controls;</p> </li> <li> <p>a one-page <strong>worked example</strong> demonstrating the pipeline: data → windowing → NSI estimator → βNSI → CI;</p> </li> <li> <p>a <strong>cross-domain inventory (“crosswalk”)</strong> that maps each related artifact (papers, datasets, code, pilots) to the NSI construct/estimator used, enabling systematic accumulation of evidence.</p> </li> </ul> <p>This artifact is intended as a <strong>foundation document</strong>: it does not claim new empirical results by itself, but provides the standardized definitions and audit structure required for independent validation studies and operational pilots.</p>

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