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, John brings a unique ability to bridge technical precision with creative vision, solving complex challenges in situational dynamics with aims set at performance outcomes.

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...