With the continuous development of AI, major domestic enterprises have entered the field of large models, and the three major carriers have also actively laid out and accelerated the exploration and application of large model technology, with a view to seizing the first opportunity in the wave of digital transformation. In the wave of AI, industrial big model, as a representative of the new generation of productivity, is gradually moving towards practical application.
Strategic deployment and technology development go hand in hand
As a builder in the field of information and communication, operators play a crucial role in the development of industrial big model.
In terms of the layout of big models, China Telecom has put forward a strategic framework of "1+1+1+M+N", aiming to build a comprehensive ecosystem of big models. In the industrial field, China Telecom launched the Star Wing Cloud Control industrial control model, which is China Telecom's self-developed networked, intelligent, open cloud-based industrial control software, based on the Tianyi Cloud to realize the application and arithmetic sinking for the transformation of the intelligent production line, to provide a variety of AI applications such as visual quality inspection, energy-saving control, and intelligent collaboration. It provides multiple types of solutions for scenarios such as machine replacement, customized production, precise control and collaborative work, and has already achieved landing applications in many industries such as logistics, steel, tobacco, and hardware.
Relying on its JiuTian universal base capability, and taking advantage of JiuTian's expertise in aggregating hundreds of billions of knowledge in energy, steel, communications and other industries, China Mobile has created a "1+1+N" industrial model product system, which includes one industrial model, one set of development toolchain, and N industrial industry scenarios and applications. China Mobile Jiu Tian ∙ Industrial Big Model focuses on the core capabilities of industrial video/image analysis, industrial knowledge quiz, industrial text generation, etc., and adopts model compression and optimization technologies to reduce the inference resource overhead of industrial big model by more than 30%, which significantly reduces the cost of privatization. In addition, China Mobile has also launched three industrial big model applications, namely "AI+Industrial Safety Supervision", "AI+Industrial Quality Inspection" and "AI+Industrial Brain", which provide powerful solutions for industrial safety, industrial quality inspection and industrial decision makers. The three industrial big model applications of "AI+Industrial Safety Supervision", "AI+Industrial Quality Inspection" and "AI+Industrial Brain" provide powerful digital tools for industrial safety production, industrial quality inspection and industrial decision makers.
China Unicom has taken "Yuanjing Big Model" as an entry point to enter the industrial big model track. In addition to the Yuanjing big model system, China Unicom has also launched the Yuanjing big model MaaS platform, with more than 150 models built into the model library, covering general big models, big models in industrial fields, industrial scene models, basic small models, etc. At present, big models are used in industrial fields. At present, the landing of the big model in the industrial field is still in the exploratory stage, China Unicom adheres to the provision of arithmetic and algorithms, enterprise partners to provide data and scenarios, together with the research and creation of industry big model. At present, China Unicom has laid out a number of industrial big models for apparel, automobile manufacturing, equipment manufacturing and other industries.
Challenges and opportunities co-exist, operators need to continue to innovate
Although the three major carriers have achieved certain results in the layout of the industrial big model, the challenges they face should not be ignored. To usher in the true sense of the "industrial big model", operators need to continue to work.
Tencent released the "industrial big model application report" pointed out that the application of industrial big model is faced with three major challenges: data quality and security, reliability and cost. Data quality and security is the primary problem of the construction of industrial big model, and the same is true for operators. The application of industrial big model can not be separated from the support of massive data. Operators have a wide coverage of communication networks, which provides a high-speed and stable channel for the data transmission required by industrial big models. However, in the process of data sharing and interoperability, how to guarantee data quality and security has become an urgent problem. Operators need to establish a perfect data security management system and privacy protection mechanism to ensure that industrial big models operate under the premise of legal compliance.
Technical innovation and model optimization are also issues that operators need to focus on. The performance and effect of industrial big models are directly related to their value in practical applications, and high-quality and effective industrial big models will attract enterprises. Therefore, operators need to continuously increase R&D investment, optimize the algorithmic model, and improve the accuracy and generalization ability of the model. At the same time, operators also need to pay attention to the development trend of industrial big models and cutting-edge technologies to promote the development of industrial big models to a higher level.
At the same time, operators also need to innovate and explore business models. Traditional business models may be difficult to fully adapt to the development needs of industrial big models, so operators need to actively seek cooperation with upstream and downstream enterprises in the industry chain to jointly explore new profit models. Operators should also pay attention to changes in market demand and adjust their strategies in time to meet the actual needs of different industries and enterprises of different sizes. In addition, the research and development of industrial big models cannot be separated from the support of professional talents. Therefore, operators need to increase talent training efforts to attract more talented people to join the big model team to provide strong talent protection for the development of industrial big model.
In short, the industrial big model of the "wind" trend has been unstoppable. The three major operators, as industry leaders, have shown positive behavior in this field with their unique advantages. But at the same time, they need to overcome difficulties, continue to innovate and deepen cooperation to meet the challenges and opportunities in this emerging field. In the future, we look forward to seeing operators play an even more important role in the arena of industrial big modeling, and join hands with all parties to create a new chapter of industrial development.