John Deacon Cognitive Systems. Structured Insight. Aligned Futures.

AuthorJohn Deacon

An independent AI researcher 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.

When 9% Becomes Invisible: How Global Demographics Challenge Our Recognition Systems

European-origin populations represent just 9% of the global population and declining, yet aren't recognized as a minority in dominant frameworks. This demographic-narrative disconnect reveals how our identity recognition systems work—and where they break down. An investigation into the hidden architecture of how we see and categorize ourselves.

John Deacon Cognitive Systems. Structured Insight. Aligned Futures.

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