用人工智能激活制造业企业“数字大脑”（专家点评）

Group 1 - The core viewpoint emphasizes the necessity of deep integration between digital technology and the real economy for high-quality development in the manufacturing industry [1] - Many companies, despite having large amounts of data stored in their servers, still rely on experience-driven decision-making, highlighting a gap in effective data utilization [1] - The key to overcoming this challenge lies in breaking traditional path dependence and leveraging artificial intelligence (AI) to transform software services from mere tools to intelligent drivers [1] Group 2 - AI enables systems to evolve from data recording to becoming knowledgeable experts, enhancing the value creation capability of data by integrating it with business logic [1] - The application of AI technology allows management interventions to shift from reactive to proactive, significantly improving operational efficiency through trend forecasting and risk warning based on historical and real-time data [1] - The transition from merely implementing systems to effectively utilizing data represents not only a technological upgrade but also a revolution in management thinking, essential for accelerating digital transformation in the manufacturing sector [2]