Conceptual

The NISQ Era and Variational Algorithms: VQE and QAOA

Noisy Intermediate-Scale Quantum devices can't run deep fault-tolerant circuits; hybrid quantum-classical loops (VQE, QAOA) trade circuit depth for classical optimization.