Foundational Algorithms, Hardware Co-design, and Near-Term Applications of Quantum Artificial Intelligence (QuAI)
Foundational Algorithms, Hardware Co-design, and Near-Term Applications of Quantum Artificial Intelligence (QuAI) 1. Introduction: The Emergence of Quantum Artificial Intelligence Quantum Artificial Intelligence (QuAI) represents a frontier in computational science, born from the convergence of quantum computing and artificial intelligence. 1 This interdisciplinary field seeks to harness the unique principles of quantum mechanics to significantly enhance the capabilities of machine learning and problem-solving, pushing beyond the limitations encountered by classical computational approaches. 2 Unlike traditional AI, which relies on the deterministic processing of binary bits (0s and 1s) in classical computers, QuAI leverages the probabilistic nature of quantum mechanics through the use of quantum bits, or qubits. 1 Qubits possess the remarkable ability to exist in multiple states simultaneously due to the principle of superposition, allowing for the parallel processing of vast amoun...