IBM Research has demonstrated that utilizing quantum hardware with AI can achieve operational costs approximately 11.5 times lower compared to fully proprietary systems. The finding suggests potential cost efficiencies in quantum computing infrastructure through hybrid approaches combining quantum hardware with artificial intelligence technologies.