AI amplifies existing processes—good and broken alike. Learn how to diagnose system readiness with CAM and govern automation with XEMATIX before scaling.
AuthorJohn Deacon
Independent AI research and systems practitioner focused on semantic models of cognition and strategic logic. He developed the Core Alignment Model (CAM) and XEMATIX, a cognitive software framework designed to translate strategic reasoning into executable logic and structure. His work explores the intersection of language, design, and decision systems to support scalable alignment between human intent and digital execution.
Read more at bio.johndeacon.co.za or join the email list in the menu to receive one exclusive article each week.
Why High Salaries Rarely Build Wealth: The Equity Ownership Path
Salaries trade time for money linearly, capping wealth potential. Learn how equity ownership creates non-linear wealth through assets that compound and scale.
Cognitive Extension: When Software Adapts to Human Intent
LLMs shift software from rigid interfaces to cognitive extensions. Users express intent while agents execute skills. How to design for this fundamental change.
Eliminate Cognitive Latency: Problem to Action Speed
Elite builders reduce cognitive latency—the gap between spotting core problems and taking action. Learn the repeatable loop for faster execution.
Stop Losing Yourself in AI Feedback Loops
AI feedback loops can quietly train you more than you train them. Learn how sovereign attitude keeps your voice clear while using AI as amplifier, not replacement.
Why AI Agents Miss the Mark: Augmented Awareness Wins
Artificial agents that replace judgment miss the point. Build metacognitive instruments that extend consciousness and align action with awareness and purpose.
Kabbalistic View of Shame: Freedom, Correction, and Inner Fire
Explore how Kabbalistic reading reframes shame as divine feedback rather than condemnation, drawing on Genesis 3 and Eliphas Levi's esoteric insights for practical transformation.
Copywriting Mastery: Transfer Perception, Not Just Information
Learn how copywriting mastery works through perception transfer, not tactics. Build cognitive pathways that make conclusions feel inevitable and self-discovered.
Why You Cannot Borrow Your Way to a Startup Idea
Idea generation is a core founder skill, not a one-time handoff. Learn how to build systems for continuous startup idea generation and effective filtering.
Prompt Engineering as Modern Magick: Language That Does the Work
Explore how ancient principles of operative language apply to modern AI prompting, with practical guidelines for treating words as instruments of change.