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The Local Data Regeneration Paradigm

DOI License: CC BY 4.0 Research Paper Unique Views Unique Downloads Total Views Total Downloads Paradigm Research Published

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

🎯 Foundational Postulates

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

🔗 Connected Research

The Pointer-Based Security Paradigm

Architectural Application of Regeneration Principles

Deterministic Game Engine

Experimental Validation of Theoretical Framework

⚠️ 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


"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.

Copyright

Copyright © 2025 Alexander Suvorov. Licensed under Creative Commons Attribution 4.0 International.