July 6, 2025

Author - John Deacon

John is a researcher and digitally independent practitioner focused on developing aligned cognitive extension technologies. His creative and technical work draws from industry experience across instrumentation, automation and workflow engineering, systems dynamics, and strategic communications design.

Rooted in the philosophy of Strategic Thought Leadership, John's work bridges technical systems, human cognition, and organizational design, helping individuals and enterprises structure clarity, alignment, and sustainable growth into every layer of their operations.

A Semantic Distillation Framework for Aligned AI Responses

119 views
7 min read

Dis­cov­er how the Core Align­ment Mod­el (CAM) uses a Dynam­ic Attrac­tor and Seman­tic Dis­til­la­tion to trans­form noisy LLM out­puts into pur­pose-dri­ven, eth­i­cal­ly sound respons­es. By fil­ter­ing through lay­ered adap­tive process­es, CAM...

Detailed Impact and Flow in the Semantic Distillation Process

114 views
3 min read

As the Seman­tic Dis­til­la­tion process moves through each lay­er, CAM pro­gres­sive­ly chan­nels raw LLM out­put from a broad, often noisy ini­tial state toward a refined, high-integri­ty response. Each layer’s unique role allows it to act as a...