Hybrid Quantum Classical

Quantum Computing and AI: What the Principles Promise and What Actually Works Today

Quantum computing promises to revolutionize AI through optimization, simulation, and machine learning, but current practical applications rely on hybrid quantum-classical models due to immature hardware. The significant gap between theoretical potential and current reality is defined by qubit scarcity, instability, and error-proneness.