aiqbench analysis

The collaboration pairs quantum and classical methods for energy forecasting, a domain where the quantum contribution is still unproven at production scale. Readers should look for benchmark results against purely classical baselines, including accuracy gains, compute cost, and whether the hybrid approach generalizes beyond the pilot data. Hybrid quantum-classical machine learning is a practical near-term pattern, but claims of advantage need independent validation.