The convergence of quantum computing and artificial intelligence represents the most significant computational breakthrough since the invention of the digital computer. Quantum-AI hybrid systems combine the exponential processing power of quantum mechanics with the intelligence of machine learning algorithms, creating unprecedented capabilities...