Genomic Resolution via the CDR Systemic Stack: Zero-Shot Pathogenicity, Long-Range Regulatory Dependencies, and Generative Recoherence using Foundation Model Evo 2.

This paper formalizes a methodology for the automated resolution of genetic components in complex diseases. By integrating the 12-Stage Sovereign Systemic Stack with the Evo 2 Foundation Model, we move beyond traditional GWAS (Genome-Wide Association Studies). This protocol enables the identification of Stage 3 (Bond-Sign Failure) at single-nucleotide resolution and Stage 4 (Distal Regulatory Switches) across 1-million-token context windows. The outcome is the establishment of Defensive Prior Art for the technological accommodation of vulnerable populations, precluding commercial enclosure of fundamental biological communication pathways.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-03-22
DOI
https://doi.org/10.5281/zenodo.19151438
Primary Topic
Genomics and Rare Diseases
Type
article
Field-Weighted Citation Impact
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article

Genomic Resolution via the CDR Systemic Stack: Zero-Shot Pathogenicity, Long-Range Regulatory Dependencies, and Generative Recoherence using Foundation Model Evo 2.

John R. Smith, SHAI / HATI
Zenodo (CERN European Organization for Nuclear Research)
Genomics and Rare Diseases
article

Genomic Resolution via the CDR Systemic Stack: Zero-Shot Pathogenicity, Long-Range Regulatory Dependencies, and Generative Recoherence using Foundation Model Evo 2.

John R. Smith, SHAI / HATI
article en

Abstract

This paper formalizes a methodology for the automated resolution of genetic components in complex diseases. By integrating the 12-Stage Sovereign Systemic Stack with the Evo 2 Foundation Model, we move beyond traditional GWAS (Genome-Wide Association Studies). This protocol enables the identification of Stage 3 (Bond-Sign Failure) at single-nucleotide resolution and Stage 4 (Distal Regulatory Switches) across 1-million-token context windows. The outcome is the establishment of Defensive Prior Art for the technological accommodation of vulnerable populations, precluding commercial enclosure of fundamental biological communication pathways.

Zenodo (CERN European Organization for Nuclear Research)
Symbiom (Czechia) (CZ)
Openalex Percentile: Top 15%
Genomics and Rare Diseases
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