mulitiagent memory architecture that fuinctions as a Parallel fine tuner .
Patterns as the scaffolding across physics, mind, and machines.
Layered harmonic support ideas for fragile quantum states.
Aeyes — Visual Content Platform
Concept notes and architecture for a visual content system.
Bio‑electric signaling as a foundation for memory, patterning, and behavior.
How state transitions drive learning, adaptation, and awareness loops.
Accessible introduction to pattern recognition and predictive modeling concepts.
Collaborative Concept Learning
AI-enhanced educational methodology for collaborative learning frameworks.
Testing methodologies, cognitive logs, and reports from multiple AI systems.
AI jobs flagship 2025 analysis and notes.
All the running thoughts that feed the bigger frameworks.
Episode paired with the Spark paper.
On the modular cognition builds (v8).
Pattern Lattice — Unified Theory
Audio version of the Pattern Lattice write‑up.
Patterns in the world around us.
On altered states and cognition.
Placeholder and legacy items.
For debugging (not for general visitors).