As AI steps into modern factories, eliminating hallucinations and combining AI models with rigid engines are key to achieving true industrial automation, Li Ruicheng, founder of Shanghai-based enterprise agent platform Gongzhi Tupu, told Yicai. To make AI excel in industrial applications, we must move beyond probability and ensure strict mathematical logic, he added.