Resonance Memory: A Geometric Framework for Emergence and Structural Intelligence

This paper redefines memory not as storage, but as the preservation of sustainable geometric form. What we perceive as sudden leaps — in evolution, thought, or discovery — are the result of field tension collapsing into coherent structure. Memory emerges where geometry resolves, and systems advance by sustaining resonance across change. The framework applies to cognition, AI, biology, and material science, offering a unified view of how coherence is preserved and extended. True intelligence is not built by accumulation, but by the ability to maintain tensionless form across layers of recursion.