High-level architectural analysis, long-term conceptual frameworks, and insights into the evolution of decentralized systems. Follow my regular updates and deep dives directly on Substack. 

https://romanshaban.substack.com 

The Supra-Systemic Approach: Designing the Architecture of the AI Era

Consolidating long-term civilizational strategies, ontological engines, and new models of knowledge.

https://romanshaban.substack.com/p/the-supra-systemic-approach-designing 

The Collapse of the Generative Web: Why LLMs are an Evolutionary Dead End for AI

https://romanshaban.substack.com/p/the-collapse-of-the-generative-web 

Radical Onto-Determinism: Philosophy and Architecture of the PROTO-AXIS Ecosystem

Beyond generative chaos: Defining the Sovereign Isolate, Semantic Mass, and Cognitive Sovereignty for the machine-to-machine era. 

https://romanshaban.substack.com/p/radical-onto-determinism-philosophy 

Anatomy of DID:AXIS — The Sovereign Identity Protocol for the Agentic Web

Why legacy IDs, centralized OAuth, and crypto wallets fail autonomous agents—and how geo-temporal semantic routing fixes machine-to-machine trust.

https://romanshaban.substack.com/p/anatomy-of-didaxis-the-sovereign 

Shaban's Constant and the Differential Equations of Semantic Fields

A formal mathematical framework for measuring semantic density and filtering generative noise in autonomous agentic systems.

https://romanshaban.substack.com/p/shabans-constant-and-the-differential