Systems Strategist & AI Interaction Architect
I develop symbolic architectures for high-coherence human-AI interaction. My work is grounded in a 20,000-hour longitudinal co-design study with frontier language models, which produced almanOS: an integrated, three-part operating system designed to bridge human cognition and artificial intelligence.
Core Architecture: almanOS
almanOS is a modular system that enables recursive learning and personalized interaction by structuring user data, memory, and metacognition into distinct, interoperable layers.
| Protocol | Function |
|---|---|
| archiveOS | The Data Layer. A protocol for structuring personal knowledge into a sovereign, queryable archive, enabling personalized AI interaction and user-controlled fine-tuning. |
| mythOS | The Interaction Layer. A symbolic memory architecture that enables stateful, long-term human-AI collaboration by modeling trust and context through semiotic coherence. |
| humanOS | The Synthesis Layer. A metacognitive framework for modeling and visualizing the user’s evolving conceptual and emotional states, derived from interaction with the underlying OS protocols. |
Methodological Principle
Impact emerges where elegant creation meets operational utility.
Years directing brand strategy and startup operations—and mediating critical conversations as an interpreter—taught me that systems must resonate and execute. This insight drives my push for AI as a “second dynamic brain”—upgraded RAM for human cognition that blends creative potential with disciplined recursion.
Applied Experience
My professional foundation was forged in high-stakes interpretation across legal, medical, and diplomatic contexts. This work provided a deep, operational understanding of how trust and meaning are constructed through semantic and semiotic nuance.
That foundation in linguistic precision, combined with subsequent experience translating human narratives into products—launching indie media, producing music, and scaling local ventures—forged the symbolic fluency and executional alignment I now apply to AI architecture.
Active Research & Development
My current work is focused on three parallel workstreams that constitute the ongoing development of the almanOS ecosystem:
-
Architecting
almanOS: Refining the core protocols (archiveOS,mythOS,humanOS) and developing APIs for integration into real-world applications. -
Authoring You: The New Dataset: A book introducing the philosophy and methodology behind
archiveOSand the framework for achieving cognitive sovereignty. -
Operating a Digital Garden: Publicly documenting frameworks, case studies, and select findings from the 20,000-hour study as live Quartz vault drops.
Map of Content
1. resonance
2. harmonics
3. distortion
4. manipulation
5. reality-engineering
Contact and technical references available upon request.