Practical Implementation of Pointer-Based Security and Local Data Regeneration Paradigms
Published: October 18, 2025
Status: Technical Report - Experimental Validation
This technical report presents experimental validation of theoretical paradigms. A research prototype demonstrates architectural principles enabling infinite world generation, mass NPC simulation, and state verification without data transmission.
- 📄 Paper: Zenodo
- 💻 Code: GitHub Repository
- 📖 Article: dev.to Technical Deep Dive
- World Generation: 2.8 million elements/second throughput
- State Access: O(1) constant-time across all positions
- Entity Simulation: Linear O(n) scaling characteristics
- Verification: Cryptographic operation verification capabilities
Theoretical Foundation for Data Non-Existence
- 📄 Paper: Zenodo
- 💻 Code: GitHub Repository
Ontological Foundation for Synchronous Discovery
- 📄 Paper: Zenodo
- 💻 Code: GitHub Repository
TECHNICAL REPORT - EXPERIMENTAL VALIDATION
This document describes research results and architectural concepts for academic validation purposes. 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
- ❌ 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
- ✅ ACADEMIC DISCUSSION - research validation analysis
- ✅ SCIENTIFIC RESEARCH - experimental methodology review
- ✅ EDUCATIONAL PURPOSES - understanding research validation approaches
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.
- DOI:
10.5281/zenodo.17383447 - Published: October 18, 2025
- License: Creative Commons Attribution 4.0 International
- Author: Alexander Suvorov (ORCID)
Validates both theoretical frameworks:
- Pointer-Based Security through reduced data transmission patterns
- Local Data Regeneration through implementation of core postulates
- Website: https://smartlegionlab.ru
- Email: smartlegionlab@gmail.com
- ORCID: 0009-0006-3427-9611
Research validating that architectural shifts from data transmission to regeneration paradigms show potential for systems with improved performance, security, and scalability characteristics.