Group 1 - The company Henan Yuguang Gold Lead Co., Ltd. is driving the intelligent development of the lead smelting industry through smart transformation, achieving a 70% automation rate in key processes and over 50% of frontline workers holding college degrees, forming a dual-driven model of "equipment intelligence + personnel knowledge" [1] - The introduction of intelligent equipment in the smelting plant is reconstructing traditional production processes, with the "slag blocking machine" significantly reducing the time and labor required for hazardous operations, enhancing safety and efficiency [1] - The ongoing construction of an intelligent slag-removal robot project is expected to reduce labor intensity by 70% by operating 24 hours in high-temperature environments, replacing manual labor for slag removal tasks [1] Group 2 - AI technology is increasingly permeating the entire lead smelting process, with the "smart AI steward" capable of converting emergency plans into interactive Q&A and generating learning reports based on employee responses [2] - The traditional manual calculation of blending schemes, which took an hour, can now be completed in one second using the intelligent AI blending system, maintaining a raw material grade error control within 0.01% [2] - Future plans for the smelting workshop include transitioning to a "no-manufacturing factory" era, with automated systems and AI-driven technologies enhancing operational efficiency and real-time monitoring capabilities [2]