April 19, 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 Value of CAM Objective Function for LLM and AI Engineering

The Objec­tive Func­tion frame­work is of prac­ti­cal val­ue for LLM and AI engi­neer­ing, as it address­es sev­er­al per­sis­tent chal­lenges in deploy­ing adap­tive, con­tex­tu­al­ly aware, and eth­i­cal­ly aligned AI sys­tems. Here’s why the CAM...

The Benefits of the CAM Objective Function for AI Systems

The CAM Objec­tive Func­tion pro­vides a struc­tured, adap­tive approach for guid­ing lan­guage mod­els and AI sys­tems, address­ing some of the most chal­leng­ing prob­lems in the industry—such as eth­i­cal align­ment, con­tex­tu­al...