Information-Energy Symmetry (I/E ↔ E/I Duality): Bridging CODES with Adaptive Systems, AI, and Natural Intelligence

1. Expanded CODES Framework (Empirical Studies + Theory) 🔹 CODES: The Chirality of Dynamic Emergent Systems (Main Paper) 2. Introduction & High-Level Overview 🔹 CODES: High-Level Introduction 3. Structured Resonance & Emergent Intelligence 🔹 Structured Resonance and the Nature of Intelligence Abstract This paper explores Information-Energy Symmetry (I/E ↔ E/I Duality) within the framework of CODES (Chirality of Dynamic Emergent Systems). Building on the established dualities of Matter-Energy (M/E ↔ E/M), we propose that information and energy exhibit reciprocal, multi-scale dynamics that drive adaptation, evolution, and intelligence in both biological and artificial systems. This symmetry connects structured information flows (I/E) with emergent energy bursts (E/I), offering new insights into how complex adaptive systems—ranging from neural networks to biological evolution—emerge and self-organize.