ABSTRACT: RECONSTRUCTION OF THE ORIGINAL HUNGARIAN HUN LANGUAGE 🇭🇺 Transcending the Finno-Ugric paradigm on statistical and logical grounds. Author: Julianna Ordas (Hungary/Budapest) Affiliation: Independent Researcher / Hun-Magyar Linguistic Audit Project Project Scope: Comparative Root Audit of the Hun-Magyar, Bashkir/Altaic and Silla (Old Korean) Linguistic Systems. Research Objective and Hypothesis: The objective of this research is to demonstrate that the Hungarian language is not of Finno-Ugric origin, but is the direct descendant of the command language utilized by the Hun-Turkic-Altaic horse-nomad civilization (Altaic-Turkic substratum). According to current findings, prior to the 19th-century "softening" of the language reform (Habsburg-era standardization), the Hungarian language was a hard, guttural, and percussive system, the structural, semantic, and functional invariance of which remains identifiable to this day. Source-Critical Correction: Mainstream Finno-Ugric theory based its phonetic laws on documents (e.g., The Tihany Abbey Founding Charter, 1055; The Funeral Sermon and Prayer, 1192) recorded by scribes of Latin mother tongue or Latin education. This methodological error fundamentally distorted the assessment of the original Hungarian phonetic profile, as these scribes forced a foreign, steppe-acoustic system into their own phonetic inventory. Data Sources and Control Groups: The primary source for this investigation is the (the Old Hungarian collection of Kálmán Szily). This corpus is classified as a "noisy" source due to its Latin-script orthography, given that the archaic Magyar-HUN language possessed no native Latin-script format: according to the logic of the Runic script, data was recorded from right-to-left. For noise reduction and authentication, the following control groups are utilized: • Bashkir (Kipchak-Turkic): To capture the archaic, phonetically original steppe condition. • Silla-era Korean (6th–10th Century): Long-distance control to validate the linguistic systems of similar civilizational (social and tactical) structures. • Archaeogenetic Data (MKI): To provide the framework for Hun-Hungarian biological continuity. The auditing protocol (algorithm): The methodology is based on the principle of root audit: Morphological Isolation: Breaking the word down to its fundamental, two-letter (consonantal) root (e.g., Ab-, Ba-, Sa-). 1. Latin Noise Reduction: Discarding the Latinized/softened written forms; correcting for "lossy compression" during phonetic reconstruction. 2. Functional Mapping: Determining the operative command encoded by the root (e.g., motion, cutting, direction). 3. Triangulation: Comparative analysis of the Hungarian root, the Bashkir equivalent, and the Silla-Korean structure. Validation and Exclusion Criteria: The methodology excludes correlations based on random onomatopoeia and those lacking functional (operative) significance. It rejects artificial "softening" theories generated by Finno-Ugric phonetic rules. A connection is considered verified only if the root fulfills the identical technological or social function across the subject cultures (Hun-Turkic-Altaic-Silla) (e.g., "Szaq" as splitting/cutting). The Fallacy of Overfitting in Phonetic Laws: In the Finno-Ugric framework, phonetic laws (e.g., the P \to F and T \to Z shifts) are treated as absolute, often at the expense of semantic and functional integrity. This results in a "self-confirming closed system" characterized by overfitting: if the phonetics align according to the "rule," vast semantic gaps are dismissed as mere "meaning shifts." For instance, equating the Finnish 'pata' (pot) with the Hungarian 'fazék' (pot) purely because the phonetic "rules" align creates a logical disconnect. This research rejects such speculative semantic leaps, as it ignores the divergent technological trajectories of sedentary forest-culture ceramics versus nomadic steppe-civilization metallurgy. The IAV-audit prioritizes Functional Invariance—where the core operative command of the root must remain consistent across all control groups. CIVILIZATIONAL PARALLEL: THE SILLA-HUN AXIS 🇰🇷 The selection of Silla-era Korean as a distance control is based on the "Golden Crown Horizon" (4th–6th Century), where archaeogenetic and material evidence links the Silla elite directly to the Scythian-Hun nomadic sphere. The linguistic parallels identified in this audit are not incidental; they represent the shared administrative and military vocabulary of the eastern and western wings of the steppe-corridor state-building Operative Linguistic System 10.5281/zenodo.20153003