The Voynich Protocol v3.0: Statistical Analysis of MS408 as a Formal Technical System
Fuente:
Zenodo
Guardado en:
| Autor principal: | |
|---|---|
| Formato: | Recurso digital |
| Lenguaje: | inglés |
| Publicado: |
Zenodo
2026
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
| _version_ | 1866901472195641344 |
|---|---|
| author | Bezvesilnyi, Bohdan |
| author_facet | Bezvesilnyi, Bohdan |
| contents | <p><strong>Abstract</strong></p> <p>This paper presents a comprehensive statistical analysis of the Voynich Manuscript (MS408), proposing its interpretation as technical documentation of a formal system rather than encrypted natural language. Through rigorous quantitative analysis of 116,755 words from the complete EVA transcription, we demonstrate that MS408 exhibits statistical properties inconsistent with natural language but strongly aligned with formal technical protocols.</p> <p><strong>Key Statistical Findings:</strong></p> <ul> <li> <p><strong>Type-Token Ratio (TTR): 0.130</strong> — Places MS408 strictly within the range of formal languages (0.1–0.3), effectively ruling out natural language encryption (typically 0.4–0.6).</p> </li> <li> <p><strong>Zipf’s Law:</strong> <span>$\alpha = 1.27 \pm 0.07$</span> — Matches technical documentation and server logs, distinct from natural narrative (<span>$\alpha \approx 1.0$</span>).</p> </li> <li> <p><strong>Structural Formality:</strong> 38.7% of the corpus is concentrated in the top-10 bigram patterns.</p> </li> <li> <p><strong>Sequential Determinism:</strong> 47% of word-pair sequences show deterministic repetition, characteristic of procedural protocols.</p> </li> </ul> <p><strong>Conclusion:</strong></p> <p>Using Bayesian inference, we assess the "Systemic Protocol" hypothesis at <strong>85% probability</strong>. We propose a paradigm shift from cryptanalytic to systems-engineering approaches in Voynich research. This document (v3.0) supersedes previous hypotheses regarding the "R&D Logbook".</p> |
| format | Recurso digital |
| id | zenodo_https___doi_org_10_5281_zenodo_18518992 |
| institution | Zenodo |
| language | eng |
| publishDate | 2026 |
| publisher | Zenodo |
| record_format | zenodo |
| spellingShingle | The Voynich Protocol v3.0: Statistical Analysis of MS408 as a Formal Technical System Bezvesilnyi, Bohdan Voynich Manuscript MS408 Linguistics/statistics & numerical data Formal Languages Information Theory Information Theory/history Digital humanities Zipf's Law Type-Token Ratio Bayesian Analysis Medieval Technology Historical Cryptography Computational Linguistics Protocol Analysis Artificial Syntax Finite State Machine <p><strong>Abstract</strong></p> <p>This paper presents a comprehensive statistical analysis of the Voynich Manuscript (MS408), proposing its interpretation as technical documentation of a formal system rather than encrypted natural language. Through rigorous quantitative analysis of 116,755 words from the complete EVA transcription, we demonstrate that MS408 exhibits statistical properties inconsistent with natural language but strongly aligned with formal technical protocols.</p> <p><strong>Key Statistical Findings:</strong></p> <ul> <li> <p><strong>Type-Token Ratio (TTR): 0.130</strong> — Places MS408 strictly within the range of formal languages (0.1–0.3), effectively ruling out natural language encryption (typically 0.4–0.6).</p> </li> <li> <p><strong>Zipf’s Law:</strong> <span>$\alpha = 1.27 \pm 0.07$</span> — Matches technical documentation and server logs, distinct from natural narrative (<span>$\alpha \approx 1.0$</span>).</p> </li> <li> <p><strong>Structural Formality:</strong> 38.7% of the corpus is concentrated in the top-10 bigram patterns.</p> </li> <li> <p><strong>Sequential Determinism:</strong> 47% of word-pair sequences show deterministic repetition, characteristic of procedural protocols.</p> </li> </ul> <p><strong>Conclusion:</strong></p> <p>Using Bayesian inference, we assess the "Systemic Protocol" hypothesis at <strong>85% probability</strong>. We propose a paradigm shift from cryptanalytic to systems-engineering approaches in Voynich research. This document (v3.0) supersedes previous hypotheses regarding the "R&D Logbook".</p> |
| title | The Voynich Protocol v3.0: Statistical Analysis of MS408 as a Formal Technical System |
| topic | Voynich Manuscript MS408 Linguistics/statistics & numerical data Formal Languages Information Theory Information Theory/history Digital humanities Zipf's Law Type-Token Ratio Bayesian Analysis Medieval Technology Historical Cryptography Computational Linguistics Protocol Analysis Artificial Syntax Finite State Machine |
| url | https://doi.org/10.5281/zenodo.18518992 |