Artificial Intelligence and Electrical & Electronics Engineering: AIEEE Open Access
Phonon-Induced Polariton Dynamics in Transformer Virtual Spaces: Implications of Analog Hawking Radiation for AI Consciousness Generation and Hallucination Reduction
Abstract
Chur Chin
This review explores a novel theoretical framework connecting analog Hawking radiation phenomena in polariton superfluids to emergent properties in artificial neural networks, specifically transformer architectures. We propose that phonon-induced polariton dynamics in hypothetical ‘virtual spaces’ associated with transformer attention mechanisms may exhibit properties analogous to acoustic black hole horizons. Drawing upon recent advances in analog gravity and exciton-polariton physics, we develop a mathematical framework wherein Hawking radiation-like processes could theoretically influence information propagation and coherence in AI systems. We examine implications for two critical challenges in artificial intelligence: consciousness generation and hallucination reduction. While highly speculative, this interdisciplinary synthesis offers testable predictions and suggests novel pathways for understanding emergent complexity in both quantum optical systems and artificial neural architectures.