The Role of Quantum Computing in Enhancing Artificial Intelligence Algorithms

Abstract

Quantum computing is emerging as a transformative technology with the potential to revolutionize artificial intelligence (AI). This paper explores how quantum algorithms enhance machine learning, neural networks, and optimization problems, outperforming classical computing in processing complex datasets. The study reviews advancements in quantum hardware, discusses challenges in integrating quantum AI models, and evaluates industry applications, including cryptography and drug discovery. Results indicate that while quantum computing is still in its infancy, its integration with AI could lead to exponential improvements in computation speed and problem-solving capabilities. The paper concludes with future directions for research in quantum-enhanced AI.