Ontological Shift from Data Transmission to Synchronous State Discovery
Fundamental theoretical work proposing an alternative to classical information transmission, where data is regenerated locally through synchronized computation rather than physically transferred.
Abstract — This work introduces the Local Data Regeneration Paradigm, which challenges the fundamental Shannonian model of information transmission. We propose an ontological shift where data is understood not as objects to be transferred, but as states reached by deterministic systems through synchronous application of shared algorithms to coordinated pointers. Communication is redefined as pointer coordination rather than content transmission. The paradigm is formalized through three foundational postulates, with analysis of applicability domains and fundamental implications for information theory and computer science.
Published: October 4, 2025 · Status: Theoretical Research
| Detail | Information |
|---|---|
| Title | The Local Data Regeneration Paradigm |
| DOI | 10.5281/zenodo.17264327 |
| Published | October 4, 2025 |
| License | Creative Commons Attribution 4.0 International |
| Author | Alexander Suvorov |
| ORCID | 0009-0006-3427-9611 |
| Type | Theoretical Research |
| From | To |
|---|---|
| Data as Transferable Object | Data as System State |
| Data Transmission | Synchronous Local Regeneration |
| Information Transfer | Pointer Synchronization |
Detailed Postulates:
D = F(S, P)
The Local Data Regeneration Paradigm has been implemented in the Smart Password Ecosystem:
| Component | Description | Platform |
|---|---|---|
| smartpasslib | Core Python library | Python |
| smartpasslib-js | JavaScript implementation | JS |
| smartpasslib-kotlin | Kotlin implementation | Kotlin |
| smartpasslib-go | Go implementation | Go |
| smartpasslib-csharp | C# implementation | C# |
| Desktop Manager | Desktop application | Linux |
| Desktop Manager (C#) | Desktop application | Windows |
| CLI PassMan | Console password manager | Cross-platform |
| CLI PassGen | Console password generator | Cross-platform |
| Web Manager | Web interface | Any browser |
| Android Manager | Mobile application | Android |
The paradigm's practical implementation produces identical passwords across all platforms:
| Platform | Implementation |
|---|---|
| Python | smartpasslib |
| JavaScript | smartpasslib-js |
| Kotlin | smartpasslib-kotlin |
| Go | smartpasslib-go |
| C# | smartpasslib-csharp |
| Web | Web Manager |
| Android | Android Manager |
| Desktop | Desktop Manager |
| CLI | CLI PassMan / CLI PassGen |
Pointer-Based Security Paradigm
Architectural Application of Regeneration Principles
Position-Candidate-Hypothesis (PCH) Paradigm
A theoretical paradigm for structural-statistical analysis of NP-complete problems
Deterministic Game Engine
Experimental Validation of Theoretical Framework
@misc{suvorov_2025_17264327,
author = {Suvorov, Alexander},
title = {The Local Data Regeneration Paradigm: Ontological
Shift from Data Transmission to Synchronous State
Discovery},
month = oct,
year = 2025,
publisher = {Zenodo},
doi = {10.5281/zenodo.17264327},
url = {https://doi.org/10.5281/zenodo.17264327},
}
ACADEMIC RESEARCH — NOT FOR PRACTICAL USE
This is theoretical research, not production software.
Warning: This work is for academic discussion only. Do not use in production systems.
Full academic disclaimer: See DISCLAIMER.md