April 26, 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.

The Cybernetic Design of CAM for Self-Regulating Language Models

In cyber­net­ic terms, the CAM Objec­tive Func­tion can be described as a self-reg­u­lat­ing sys­tem that aligns LLM respons­es with user intent, eth­i­cal stan­dards, and real-world con­text through con­tin­u­ous feed­back loops, adap­tive con­trol...

The Product Development Pathway for a SaaS Workflow Automation Tool

Nav­i­gat­ing the Many Facets of Prod­uct Devel­op­ment When devel­op­ing a prod­uct, espe­cial­ly one as dynam­ic as a SaaS work­flow automa­tion tool, it’s like try­ing to cap­ture light­ning in a bot­tle. Every­one has their own idea of what the...