On August 28th, news emerged that the Guoguang Quantum Supercomputing AI Research Team has achieved a groundbreaking feat by seamlessly integrating quantum technology into the decision-making and reasoning mechanisms of large-scale language models. This innovation has given rise to the Xuanmi Large Model family, specifically tailored for the scientific research and academic sectors. When pitted against mainstream open-source counterparts, the Xuanmi model exhibits a markedly superior and more consistent grasp of specialized knowledge, sharper task discernment, and more streamlined decision pathways. These enhancements are particularly evident in tasks such as the dissemination of scientific research, route planning, and agent-based decision-making, ultimately elevating both the efficiency and precision of decision-making processes.