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.At a base level, the CAM Objective Function can be represented programmatically as a structured class-based framework where each CAM layer—Mission, Vision, Strategy, Tactics, and Conscious Awareness—is encapsulated in...
Author - John Deacon
Modern communications are usually designed to pursue a higher bit-level precision and fewer bits while transmitting a message. This article rethinks these two major features and introduces the concept and advantage of semantics...
Discover how the CAM Objective Function redefines AI optimization by aligning key elements like loss functions, world models, and ethical oversight. This structured, multi-layered approach improves LLM performance through...