The Shanghai Commission of Economy and Information Technology, in collaboration with relevant departments, officially released the "Implementation Plan for Accelerating the Development of 'AI+ Manufacturing' in Shanghai." The plan outlines specific technical paths and development goals for the deep application of artificial intelligence in the manufacturing industry.

According to the implementation plan, Shanghai will focus on promoting technological breakthroughs in foundational models across multiple dimensions. In terms of multimodal algorithm innovation, the plan requires AI models to deeply understand fundamental physical laws such as fluid dynamics, electromagnetism, and vacuum physics. By enhancing physical simulation capabilities, the accuracy and reliability of industrial applications will be improved.

In building visual processing capabilities, the plan explicitly emphasizes strengthening AI's ability to recognize and understand key information such as industrial drawings, equipment operation manuals, and product defects. This requirement directly addresses the large amount of technical documentation and quality inspection needs in manufacturing, aiming to achieve digital upgrades in the production process through AI technology.

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Processing of time series data and intelligent decision-making is another key area of focus in the plan. By enhancing AI's deep understanding of time series data and process constraint rules, the system's intelligent decision-making level in complex manufacturing environments will be improved, providing technical support for production optimization and fault prediction.

In terms of strengthening industrial reasoning capabilities, Shanghai plans to systematically sort out standard operating procedures in manufacturing, establish a dedicated industrial prompt library, and train agents to accurately understand and execute various industrial tasks, instructions, and role requirements. This measure will effectively reduce the application threshold of AI technology in industrial scenarios.

To support the extensive application needs of the manufacturing industry, the plan also proposes targeted technical solutions. By adopting advanced methods such as knowledge distillation and logical scoring, a reasoning dataset tailored for generalized manufacturing scenarios will be built, providing a data foundation for the customized fine-tuning of industrial models. This ensures that AI technology can adapt to the specific needs of different manufacturing enterprises.

The release of this implementation plan marks an important step for Shanghai in promoting the intelligent transformation of the manufacturing industry. Through systematic technical planning and capability building, Shanghai is expected to gain a competitive advantage in the field of "AI+ Manufacturing," providing a replicable model for the digital transformation of the national manufacturing industry.

Industry experts believe that the implementation of this plan will accelerate the deep integration of AI technology with the manufacturing industry, driving the comprehensive upgrade from traditional manufacturing to smart manufacturing. This has significant implications for enhancing the international competitiveness of the manufacturing industry in Shanghai and throughout the country.