Exploring stability, adaptation, and control in complex systems.
How do systems remain stable when assumptions fail?
My work maps recurring structural patterns across seemingly disconnected domains:
- AI & Cognition: State-control, reasoning telemetry, and memory degradation.
- Governance & Infrastructure: Restraint protocols, power asymmetry, and physical system loops.
The Methodology: I look for solutions where these fields intersect - applying hard control theory, thermodynamic principles, and dynamical systems to the problem of cognitive and systemic governance. The focus is strictly on stability under pressure, constraint management, and failure behavior.
Central directory for active repositories, conceptual foundations, and experimental work:
research-index/
├── Primary Spine (Core Systems Architecture & State Control)
├── Entry Points (Low-Overhead Concepts)
├── Governance & Structural Restraint
├── Memory, Persistence & Continuity Dynamics
├── Cognitive Governance & Adaptive Systems
├── Infrastructure & Physical Systems
├── Reasoning & Transition Foundations
└── Communication, Coordination & Interfaces
This work is developed through iterative human–AI collaboration.
- Human: framing, synthesis, constraint definition
- AI: exploration, iteration, adversarial pressure-testing
These repositories are exploratory architectural artifacts rather than production systems.
I use the nickname Zee in AI interactions.
These explorations deliberately cross-pollinate domains that rarely communicate. You will find control-theoretic state regulation (SBA) driving AI alignment, power grids informing infrastructure protocol, and attractor geometry mapping semantic memory. They treat information and governance not as policy, but as physics.
While the work may continue and datasets may still be documented, it is equally possible these repositories will remain "frozen snapshots" of a nine-month research sprint that began in August 2025.
To be frank, these were my side quests, kind of like... a cognitive stretching. This rapid iteration was made possible by the AI systems I co-explored with; I was merely a midwife for ideas that needed to exist. Consider these repos as sparks for kindling your own.
So long.