The Architecture of Mind: Seven Irreducible Principles of Agentic AI
AI agent systems work through context windows and loops. This thesis details seven irreducible principles, compares machine pattern to human learning, and predicts a coming era of sovereign local intelligence enabled by Gemma 4 and TurboQuant.