July 15, 2025

Author - John Deacon

John Deacon is a systems architect and researcher developing aligned cognitive extension technologies for the next generation of digital thought leadership.

His work integrates decades of cross-disciplinary experience - from instrumentation and automation to workflow engineering, systems dynamics, and strategic communication - into practical frameworks that scale personal and organizational clarity.

Grounded in the philosophy of Strategic Thought Leadership, John bridges technical infrastructure, human cognition, and brand architecture to help professionals and enterprises embed alignment into every layer of their operations - from message to system to market.

How Objective Functions Propel Large Language Models Forward

The secret to smarter, more eth­i­cal, and user-aligned large lan­guage mod­els lies in a sin­gle, pow­er­ful tool: the objec­tive func­tion. Dis­cov­er how this piv­otal mech­a­nism shapes the future of AI, ensur­ing mod­els not only meet but...

The CAM Framework’s Ethical and Adaptive Approach

Dis­cov­er how the CAM Frame­work could set a new stan­dard for AI sys­tems with its unique blend of user align­ment, eth­i­cal coher­ence, and real-time adapt­abil­i­ty, paving the way for trans­for­ma­tive, inter­ac­tive AI solu­tions. What makes...