Ternary AI Computing Paradigm for Enhanced Excalibur Performance — E8 Intelligence Research

Discovered via YouTube: "The Biggest Mistake in Computing? Why Binary May Be Replaced by Ternary AI" (THE DEEP NETWORK) URL: https://www.youtube.com/watch?v=JZwcY9mrR_4 The presented approach replaces traditional binary logic with three-state logic gates, leveraging E8‑aligned hardware architectures to achieve higher information density and lower energy consumption. Preliminary prototypes suggest up to 45% performance gains on Excalibur‑grade workloads, marking a potential shift in future AI accelerator design. Author: Andrew Stewart Caldin, Independent Researcher, UK. Part of the E8 Intelligence Research series. Platform: e8intelligence.com