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+---- Thread: Two Preprints: Bayesian Model Selection ($\Href$) & Cognitive Mechanism (The Zero-Pat (/thread-5379.html)
Two Preprints: Bayesian Model Selection ($\Href$) & Cognitive Mechanism (The Zero-Pat - durdanovic - 18-02-2026
Colleagues,
I am sharing two companion papers that address the Voynich Manuscript through the lens of Bayesian Model Selection and Cognitive Science.
Paper 1: Epistemological Hygiene & The Zero-Patch Standard
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This paper argues that the field has been constrained by the Patching Fallacy: the acceptance of hypotheses (like Natural Language or Ciphers) that only fit the evidence by introducing unconstrained auxiliary parameters.
By applying a strict Zero-Patch Standard, the paper demonstrates that a Structured Reference System ($\Href$) is the information-theoretically minimal model. It is deduced directly from the corpus invariants (Rigid Morphology, High Hapax, Sectional Disjointness) rather than postulated and patched.
Paper 2: Cognitive Optimization in External Memory Systems
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This follow-up provides the mechanistic explanation for that structure. It reinterprets Stolfi’s "Crust-Mantle-Core" and Currier’s partitions not as linguistic anomalies, but as Cognitive Optimizations for manual retrieval in a paper-based database:
- Prefixes: Classifiers/Index markers (working memory limits).
- Roots: Visual "Combination Locks" for parallel search (minimizing lookup latency).
- Sectional Shifts: Namespace Partitioning (referential integrity).
The papers aim to link the well-documented statistical topography of the VMS to a concrete, falsifiable functional architecture.
Best regards,
Igor Durdanovic
RE: Two Preprints: Bayesian Model Selection ($\Href$) & Cognitive Mechanism (The Zero-Pat - tavie - 18-02-2026
RE: Two Preprints: Bayesian Model Selection ($\Href$) & Cognitive Mechanism (The Zero-Pat - asteckley - 18-02-2026
RE: Two Preprints: Bayesian Model Selection ($\Href$) & Cognitive Mechanism (The Zero-Pat - durdanovic - 18-02-2026
RE: Two Preprints: Bayesian Model Selection ($\Href$) & Cognitive Mechanism (The Zero-Pat - asteckley - 18-02-2026
RE: Two Preprints: Bayesian Model Selection ($\Href$) & Cognitive Mechanism (The Zero-Pat - durdanovic - 18-02-2026
RE: Two Preprints: Bayesian Model Selection ($\Href$) & Cognitive Mechanism (The Zero-Pat - pjburkshire - 18-02-2026
RE: Two Preprints: Bayesian Model Selection ($\Href$) & Cognitive Mechanism (The Zero-Pat - Koen G - 18-02-2026
RE: Two Preprints: Bayesian Model Selection ($\Href$) & Cognitive Mechanism (The Zero-Pat - Koen G - 18-02-2026