Author - John Deacon

John is a researcher and practitioner committed to building aligned, authentic digital representations. Drawing from experience in digital design, systems thinking, and strategic development.

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...