Quantum Semantics: Prime Resonance, Entropy Collapse, and Conceptual Coherence

We present a framework for quantum semantics, extending earlier work on representing conceptual relationships through quantum field theoretic principles. Concepts are modeled as states in a prime-based Hilbert space, with resonance and coherence operators govern- ing their interactions. Entropy functions define semantic collapse and stabilization, revealing structured quantum-like dynamics in meaning itself. Experimental simulations demonstrate entropy stabilization curves, harmonic alignment, and cross-cultural coherence patterns. Appli- cations include semantic search, non-local semantic communication, cryptographic semantics, and consciousness-integrated artificial intelligence. This framework positions semantics not as an emergent feature of cognition, but as a fundamental resonance structure of consciousness and reality.