June 8, 2025

Author - John Deacon

John is a researcher and digitally independent practitioner focused on developing aligned cognitive extension technologies. His creative and technical work draws from industry experience across instrumentation, automation and workflow engineering, systems dynamics, and strategic communications design.

Rooted in the philosophy of Strategic Thought Leadership, John's work bridges technical systems, human cognition, and organizational design, helping individuals and enterprises structure clarity, alignment, and sustainable growth into every layer of their operations.

Managing Context in Real-Time AI Retrieval with Semantic Embeddings

When build­ing a large con­tex­tu­al data­base for real-time AI retrieval, using seman­tic embed­dings can great­ly sim­pli­fy man­ag­ing nuanced con­text. How­ev­er, direct­ly read­ing and writ­ing to embed­dings comes...