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On June 9, the 2023 Beijing Intelligent Source Conference - a special forum on large-scale new infrastructure and intelligent operations, hosted by the Beijing Intelligent Source Artificial Intelligence Research Institute and co-organized by the Artificial Intelligence Working Committee of the Internet Society of China and China Mobile Research Institute, was held. Successfully held in Beijing. Deputy General Manager Gao Tongqing attended the forum and delivered a keynote speech titled "Intelligent Service Operation Based on Large Models".
According to Gao Tongqing, we are currently entering a new era of popular application of artificial intelligence, which will bring profound global changes. Building a solid artificial intelligence infrastructure and creating universal and safe artificial intelligence services and operational capabilities are the foundation for realizing national security, intelligent inclusiveness, intelligent ubiquity, and efficient and large-scale development of intelligent industries.
Gao Tongqing pointed out that the new era requires a new paradigm for intelligent service operations. The first is to innovate the operation supply model and realize the operation and supply of all-scenario and all-factor capabilities; the second is to innovate the business empowerment model and realize the fundamental change from X AI to AI X; the third is to innovate the industrial cooperation model and realize the transformation to the system. Transformation of collaborative innovation methods.
Gao Tongqing said that in the face of new trends in artificial intelligence technology and industry development, China Mobile has made artificial intelligence a core part of the company's transformation strategy, laid out early, and carried out a series of explorations and practices in intelligent service operation innovation.
The overall goal is to build an "artificial intelligence platform" for general artificial intelligence to achieve innovation in the intelligent service operation paradigm. The platform is positioned as a new type of artificial intelligence infrastructure and a key carrier to achieve innovation in intelligent service operation paradigms. It includes a large-scale intelligent computing center, a data aggregation platform, an artificial intelligence model training and promotion service platform, and a general intelligent large model for national economic entities. , industry large models and other components, it can provide open, efficient, safe and controllable social-level intelligent services based on ubiquitous computing power networks.
The second is to comprehensively consolidate the foundation of network, computing and digital infrastructure. China Mobile has built a communications network system with the most extensive coverage and the largest user base in the world, with a total of 3.96 million 4G and 5G base stations in operation, and Gigabit broadband capabilities covering 300 million households. In terms of computing power, China Mobile has built a leading computing power network and formed a complete "4 N 31 Delay circle. In terms of data, we have accumulated a large amount of diverse high-quality data. At present, the entire network has gathered more than 650PB of high-value data, creating a big data distributed collaborative computing platform.
The third is to build a computing and network brain to fully stimulate the advantages of all elements of network, computing and intelligence. On the premise of meeting users' basic needs for resources, costs and capabilities, through intelligent sensing, intelligent orchestration, intelligent scheduling, and intelligent analysis, the computing network brain can achieve optimal solutions in the selection of computing power nodes, network paths and AI models, realizing Efficient and optimized matching of underlying network, computing resources, and intelligent capabilities with user business needs.
The fourth is to implement a new intelligent computing engine with the "Jiutian" artificial intelligence platform as the core. In response to the demand for open services for large models, the "Jiutian" platform supports diversified intelligent computing power, deep learning frameworks, efficient scheduling based on cross-domain heterogeneous computing power, high-performance model training acceleration in kilocalorie parallelism, and integrated training with cloud-edge collaboration. New intelligent computing technologies such as push and push can provide comprehensive integrated R&D capabilities for large model training and push and new MaaS capabilities.
The fifth is to form large-scale artificial intelligence industry service capabilities. China Mobile has formed a comprehensive range of industrial-level intelligent service products from platforms, capabilities to large-scale applications, including 8 platform products and more than 370 AI capabilities in various fields such as machine vision, speech, natural language processing, and network intelligence. Serving 830 applications in 27 major internal and external fields, the annual enabling value of these products has exceeded 3.9 billion yuan.
The sixth is to establish an original technology system of "systematic artificial intelligence". China Mobile bravely shouldered the important task of national scientific and technological innovation, carried out in-depth research on core artificial intelligence technologies, and originally proposed systematic artificial intelligence (Holistic AI) technology. The goal is to rely on ubiquitous communication networks and intelligent computing power to flexibly and efficiently schedule, configure and operate AI capabilities on demand in an open environment based on intelligent business needs, so that it can use the most reasonable computing network resources. Run and serve on the Internet to meet the increasingly diverse digital and intelligent business needs, while ensuring that the AI business is trustworthy, controllable and secure.
Seventh is to build a large model and small model collaborative empowerment mechanism based on "systematic artificial intelligence". When serving intelligent business needs, the systematic AI OS can automatically sense the needs for connections, computing power, data and models, schedule on demand, flexibly and efficiently match the standardized AI capabilities analyzed intelligently to the computing network, cloud and edge, and AI models and capabilities are atomically dismantled and reconstructed to achieve combination reuse, elastic scaling, closed-loop iteration, collaborative evolution, and endogenous security on the cloud side, edge side, and device side.
The eighth is to establish a large-model service operation system that integrates supply, aggregation and operation. China Mobile is leveraging its core technology and operational capabilities to build a new large-scale service operation plan based on the trinity model. Provide self-built or cooperatively developed general large-scale models and industry large-scale models to become a supplier of general intelligence. The second is to gather, evaluate, and carry the industry's outstanding models as a convergence of general intelligence. Operators of general intelligence should provide social-level intelligent services that are safe, efficient, flexible, popular and have low marginal costs.
Ninth is to create a new ecology of industrial cooperation based on major national platforms and special cooperation plans. China Mobile gives full play to the "shoulder pole role" of the industrial chain, relies on major national platforms, and builds a "nine days and moon" artificial intelligence industry cooperation ecosystem through multi-chain collaboration of innovation chain, supply chain, and capital chain, and builds basic soft infrastructure with the industry. Technical standards such as hardware and large models will promote the vigorous development of large-scale industry applications based on large models and accelerate the formation of an enabling radiation circle for various economic and social fields.
Facing the future, Gao Tongqing said that China Mobile is willing to work with partners to create a new future of intelligent service operations in the era of general artificial intelligence, so that industries can use artificial intelligence like mobile communication services.
The above is the detailed content of Gao Tongqing, Deputy General Manager of China Mobile: Creating a new paradigm of intelligent service operation in the era of artificial intelligence. For more information, please follow other related articles on the PHP Chinese website!