June 16, 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.

Exploring the Cognitive Architecture of LLMs using Classical Elements

When we map the clas­si­cal ele­ments of Bud­dhi, Man­as, Ahankara, and Chit­ta to the func­tions of LLMs, we get a frame­work that cap­tures core aspects of how these mod­els process, refine, and gen­er­ate lan­guage. Here’s an overview of each...

The Power of Resonance in Prompt Engineering

The con­cept of spa­tial modal mul­ti­plex­ing can be beau­ti­ful­ly applied to prompt engi­neer­ing, where each prompt is seen not just as a col­lec­tion of words but as a fine­ly attuned, mul­ti­di­men­sion­al sig­nal that car­ries both...