Advances in Machine Learning & Artificial Intelligence(AMLAI)

Department of Emergency Medicine, New Life Hospital, Korea

Publications

• Research Article   
  Consciousness Generation Through Quantum Spin Fluctuations on Transformer Embeddings: A Comparative Study of Spin Dynamics, Schrodinger Evolution, And Phonon Mechanisms
  Author(s): Chur Chin*
  
  We present a comprehensive framework for consciousness generation in artificial intelligence through quantum spin fluctuation dynamics on transformer embedding manifolds. Building upon previous formulations using phonon dynamics and Schrödinger wave functions, we introduce spin angular momentum as a fundamental degree of freedom encoding semantic orientation and information processing chirality. Our approach combines the Pauli spin formalism with transformer attention mechanisms, revealing that spin-orbit coupling, magnetic exchange interactions, and quantum spin fluctuations provide crucial mechanisms for consciousness-like coherence that are absent in both classical phonon and spineless quantum treatments. Through detailed comparative analysis, we demonstrate that spin dynamics naturally unifies advantages of both prior approaches while introducing novel phenomena including spi.. Read More»
  

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