The Local Data Regeneration Paradigm

Ontological Shift from Data Transmission to Synchronous State Discovery

Published: October 4, 2025
Status: Theoretical Research

📖 Abstract

Fundamental theoretical work proposing an alternative to classical information transmission, where data is regenerated locally through synchronized computation rather than physically transferred.

🔗 Research Links

📄 Paper: Zenodo
💻 Code: GitHub Repository
📖 Article: dev.to Technical Deep Dive

🎯 Foundational Postulates

Data as System State - Information as computational state rather than transferable object
Synchronous Local Regeneration - Identical states reached through shared algorithms: D = F(S, P)
Communication as Pointer Synchronization - Coordination of discovery coordinates

🔗 Connected Research

The Pointer-Based Security Paradigm

Architectural Application of Regeneration Principles

📄 Paper: Zenodo
💻 Code: GitHub Repository

Deterministic Game Engine

Experimental Validation of Theoretical Framework

📄 Paper: Zenodo
💻 Code: GitHub Repository

⚠️ Legal Disclaimer & Research Status

ACADEMIC RESEARCH - NOT FOR PRACTICAL USE

Research Purpose Only

This work contains theoretical academic research exploring foundational concepts. All content is provided for academic discussion and scientific inquiry without any representations or warranties regarding:

Security: No security guarantees or protections
Reliability: No performance or reliability assurances
Accuracy: No guarantees of mathematical or theoretical correctness
Fitness: Not suitable for any practical purpose

Strict Legal Warnings

❌ NO WARRANTIES of any kind, express or implied
❌ NO LIABILITY for any damages, losses, or legal issues
❌ NOT security-audited, cryptographically verified, or production-ready
❌ NOT recommended for protecting any information or systems
❌ NO TECHNICAL SUPPORT or ongoing development

Permitted Use Only

✅ ACADEMIC DISCUSSION - conceptual framework analysis
✅ SCIENTIFIC RESEARCH - theoretical exploration of concepts
✅ EDUCATIONAL PURPOSES - understanding foundational principles

THE SOFTWARE AND DOCUMENTATION ARE PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND. THIS RESEARCH IS PROVIDED FOR ACADEMIC DISCUSSION ONLY AND DOES NOT CONSTITUTE PROFESSIONAL ADVICE, SECURITY RECOMMENDATIONS, OR PRACTICAL IMPLEMENTATION GUIDANCE.

📊 Publication Details

DOI: 10.5281/zenodo.17264327
Published: October 4, 2025
License: Creative Commons Attribution 4.0 International
Author: Alexander Suvorov (ORCID)

🔗 Connect

Website: https://alexander-suvorov.ru
Email: smartlegionlab@gmail.com
ORCID: 0009-0006-3427-9611

"Sometimes the most efficient communication occurs not through better transmission, but through eliminating the need to transmit."

License

This research paper and all accompanying documents are licensed under
Creative Commons Attribution 4.0 International.

smartlegionlab/local-data-regeneration-paradigm