Sou Hu Wang·2025-07-30 09:53Core Viewpoint - The launch of the "Lingjue" model by NetEase Lingdong represents a significant advancement in autonomous operations for open-pit mining, aligning with national goals for intelligent and unmanned coal mining by 2025 [1][12]. Group 1: Technological Innovations - "Lingjue" is the world's first end-to-end engineering machinery embodiment model, revolutionizing traditional development methods [6]. - The model utilizes real mining operation data for training, overcoming challenges faced by simulation data [6]. - The technology is fully domestically developed, ensuring control over core algorithms and hardware, which enhances security and supply chain stability [6]. Group 2: Operational Efficiency - In harsh conditions at the Hohhot North open-pit coal mine, "Lingjue" achieves an 80% efficiency rate compared to manual loading, with nearly 70% of operation time requiring no human intervention [8]. - The technology significantly improves loading precision and continuity, providing new pathways for safety and efficiency in the industry [8]. Group 3: Industry Collaboration - NetEase Lingdong announced the open-sourcing of the "Lingjue" dataset and initiated the "2027 Industry Collaboration Plan" to promote joint research and standard setting across the industry [9]. - The plan aims to achieve unmanned operations in over 30 mines by 2027 through collaborative efforts with major manufacturers and mining companies [9]. Group 4: Expanding Intelligent Boundaries - The "Mechanical Zhixin" framework, which supports "Lingjue," integrates video learning, expert demonstration, and reinforcement learning, enabling dynamic evolution of machines [10]. - This framework has successfully transitioned to over 10 different scenarios, with future applications planned in agriculture and smart manufacturing [10]. Group 5: Global Leadership in Smart Solutions - NetEase Lingdong has collaborated with over 30 leading enterprises to address labor shortages and safety risks in the industry [12]. - The release of the "Lingjue" model marks a shift from remote control to fully autonomous operations in engineering machinery, positioning China as a leader in global industrial intelligence [12].