April 20, 2025

Author - John Deacon

John is a researcher and digitally independent practitioner working on aligned cognitive extension technology. Creative and technical writings are rooted in industry experience spanning instrumentation, automation and workflow engineering, systems dynamics, and strategic communications design.

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...