Pre-Krasner III (v14.2 Zero-Patch Standard): Autonomous HMM/Viterbi Block Decompression, Information-Theoretic Validation, and Multi-Analytical Audit of Beinecke MS 408

IEEE-compliant IMRaD preprint and open-access replication package (Project Start Date: August 2026) providing verified mathematical proofs, autonomous Hidden Markov Model (HMM) / Viterbi decompression code (LEXICON = 0, Delta = 0), adversarial falsification logs, and non-destructive archaeometric protocols (SDD micro-pXRF, 785 nm micro-Raman, and ER-FTIR) for Beinecke MS 408 (the Voynich Manuscript). Operating strictly under the Zero-Patch Standard, we prove across 37,919 corpus tokens and 44,471 structural units that two-stage syllabic block decompression restores raw EVA conditional entropy (H2 = 2.1500 bits/char, redundancy R = 65.04%) to H2 = 3.4698 bits/unit (R = 22.19%), matching 15th-century scholastic Latin medical prose (H2 = 3.4810 bits/char). Explicit AI Usage Disclosure: In strict compliance with academic ethics and IEEE publication standards, all mathematical-statistical calculations, HMM/Viterbi matrices, and adversarial audits were executed using AI computational pipelines under human verification. Universal Open Peer-Review Invitation: Science advances through rigorous scrutiny; therefore, all constructive criticism, independent replication tests, refutations, and scholarly additions from any researcher or reader worldwide are openly welcomed.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-11-07
DOI
https://doi.org/10.5281/zenodo.24038580
Primary Topic
Digital Humanities and Scholarship
Type
preprint
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
NOV
preprint

Pre-Krasner III (v14.2 Zero-Patch Standard): Autonomous HMM/Viterbi Block Decompression, Information-Theoretic Validation, and Multi-Analytical Audit of Beinecke MS 408

Igor Krasner
Zenodo (CERN European Organization for Nuclear Research)
Digital Humanities and Scholarship
preprint

Pre-Krasner III (v14.2 Zero-Patch Standard): Autonomous HMM/Viterbi Block Decompression, Information-Theoretic Validation, and Multi-Analytical Audit of Beinecke MS 408

Igor Krasner
preprint en

Abstract

IEEE-compliant IMRaD preprint and open-access replication package (Project Start Date: August 2026) providing verified mathematical proofs, autonomous Hidden Markov Model (HMM) / Viterbi decompression code (LEXICON = 0, Delta = 0), adversarial falsification logs, and non-destructive archaeometric protocols (SDD micro-pXRF, 785 nm micro-Raman, and ER-FTIR) for Beinecke MS 408 (the Voynich Manuscript). Operating strictly under the Zero-Patch Standard, we prove across 37,919 corpus tokens and 44,471 structural units that two-stage syllabic block decompression restores raw EVA conditional entropy (H2 = 2.1500 bits/char, redundancy R = 65.04%) to H2 = 3.4698 bits/unit (R = 22.19%), matching 15th-century scholastic Latin medical prose (H2 = 3.4810 bits/char). Explicit AI Usage Disclosure: In strict compliance with academic ethics and IEEE publication standards, all mathematical-statistical calculations, HMM/Viterbi matrices, and adversarial audits were executed using AI computational pipelines under human verification. Universal Open Peer-Review Invitation: Science advances through rigorous scrutiny; therefore, all constructive criticism, independent replication tests, refutations, and scholarly additions from any researcher or reader worldwide are openly welcomed.

Zenodo (CERN European Organization for Nuclear Research)
Digital Humanities and Scholarship
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Laika access coming soon