In the past six months, the big model track seems to be very crowded - many tech giant companies have preempted the development of the basic big model, they have huge computing resources and advanced algorithm technology, with the ability to train a model of high quality generalization. However, for more followers, in addition to the obvious challenges of privacy data protection and access, sustainability, there is actually no unified standard on how to find the real value scenarios and how to judge the effectiveness brought by big models.
For industry B-side scenarios, based on open source components or joint third-party organizations and enterprises, the launch of industry pendant large models are expected to become the choice of more and more enterprises in the second half of the year.
On June 27, Beijing Municipal Science Commission and Zhongguancun Administrative Committee held the first phase of the Beijing Artificial Intelligence curatorial lead promotion activities, released the first batch of 10 artificial intelligence industry big model application cases in Beijing, technological innovation demonstration effect is beginning to show.
At the conference, 10 technology suppliers such as Baidu, Smart Spectrum Huazhang and the Institute of Automation of the Chinese Academy of Sciences introduced the application cases, and industry users such as the Beijing Municipal Bureau of Government introduced the consideration of opening large model application scenarios for AI enterprises on behalf of scene suppliers.
Liu Hang, a second-level inspector of Beijing Municipal Science and Technology Commission and Zhongguancun Administrative Committee, said that big model-enabled industry applications are booming, and scenario-driven has become an important mode of big model technology innovation, which is expected to form a new industrial industry and economic growth point. Liu Hang also mentioned that "Beijing is the region with the best foundation for big model innovation, the most concentrated talent team, the strongest R&D capability and the most active product iteration in China."
Liu Hang introduced that the first batch of industry big model typical application cases released this time is to further implement Beijing's "Implementation Plan for Accelerating the Construction of an Artificial Intelligence Innovation Source with Global Influence" and "Several Measures for the Innovative Development of General Artificial Intelligence", accelerate the implementation of initiatives related to the construction of artificial intelligence scenarios, combine the current stage characteristics of the rapid integration of big model technology and vertical industry applications, and accelerate the expansion of Large model industry applications.
It is reported that during the period from June 27 to July 30, Beijing Municipal Science Commission and Zhongguancun Management Committee will also focus on urban governance, medical health, scientific research, smart finance, smart life, smart city and other key areas, for the city's innovative subjects, will collect more than 80 industry big model application case projects.
The Municipal Science Committee and Zhongguancun Administrative Committee will organize experts to conduct comprehensive evaluation of the collected cases, scenarios and enterprises, and select a number of typical application cases and scenarios with high maturity and strong demonstration in terms of their fields, application needs, innovation capacity, social benefits and application prospects, and incorporate them into Beijing's large model technology industry innovation map, and promote them.
Attachment: Introduction of the first batch of 10 typical application cases of industry big model
Demonstration application of equipment operation and inspection knowledge assistant based on NLP big model in power industry jointly developed by Baidu Group and State Grid Smart Grid Research Institute Co.
The demonstration application of digital Chinese medicine big model jointly developed by Beijing Jiepu Huazhang Technology Co.
In the field of intelligent medical treatment, based on the high-precision 100 billion bilingual dense model "GLM-130B", the digital TCM service platform is built for the needs of mining and organizing the experience of famous doctors in the field of TCM, exploring the solutions of artificial intelligence clinical treatment and clinical evaluation research of high-risk lung nodules, and realizing the wisdom of clinical experience of TCM. The new model of replication.
the demonstration application of multimodal industry large model for construction field jointly developed by the Institute of Automation of Chinese Academy of Sciences and China Railway Construction Group Co.
In the field of smart city, based on "Zidong Taichu" multimodal big model and cross-modal general artificial intelligence platform, the joint research and development of the whole closed-loop intelligent application system of construction engineering, forming project map index, rapid risk communication, automatic response and other functions, empowering engineering scheme design, technical document audit and other stages of scenarios, greatly improving the level of intelligence in the construction industry. construction industry intelligence level.
the demonstration application of autonomous controllable city brain large model jointly developed by Zhongguancun Science City City Brain Company Limited and Ke Da Xunfei (Beijing) Co.
Focusing on the field of urban governance, with ChatGPT as the technical basis, to deal with the information security issues in the era of artificial intelligence, complete the localization and demonstration application of the big model of urban governance, accelerate the construction of urban intelligence, and comprehensively improve the ability of urban governance.
Demonstration application of outpatient medical record generation system based on Shanhai's big model, jointly developed by Cloud Knowledge Intelligent Technology Co.
Demonstration application of pre-training model covering the inter-atomic potential function of the periodic table of elements jointly developed by Beijing Institute of Scientific Intelligence and Beijing Institute of Aerospace Materials of China.
In the field of scientific research, based on the Deep Potential Interatomic Potential Function Pre-training Model DPA-1 of the Institute of Scientific Intelligence, it can simulate atomic scale up to 10 billion, significantly improve model migration capability and elemental capacity, improve model prediction accuracy, reduce R&D cost and shorten R&D cycle.
Demonstration application of multimodal intelligent financial big model jointly developed by Fourth Paradigm (Beijing) Technology Co.
Demonstration application of DriveGPT, a large model of autonomous driving, jointly developed by Million-Wise Technology Co.
Demonstration application of the big model of product business for the consumer field jointly developed by Beijing Articulated Far Ltd. and Beijing Yiqing Technology Group Co.
In the field of smart life, based on the application of the product business model and ProductGPT, the company has jointly developed service functions such as intelligent reverse customization, predictive production, intelligent scheduling and intelligent marketing, and has demonstrated the application in 10 product categories of Yiqin Group, enabling the innovation of business models and the transformation of the whole chain from business opportunity discovery to product delivery.
The demonstration application of intelligent question and answer big model jointly developed by Beijing Facewall Intelligent Technology Co.
In the field of intelligent question and answer, based on the self-researched "CPM-Bee" large model of Facewall Intelligence, the "Zhihaitu AI" intelligent question and answer large model was jointly developed, which can summarize the hot list views and generate summaries with an accuracy rate of over 80%, through multimodal, generative, explainable and conversational, Through multi-modal, generative, interpretable and conversational search methods, the quality of search results and user experience are improved to meet the diverse search needs of users.
In the past six months, the big model track seems to be very crowded - many tech giant companies have preempted the development of the basic big model, they have huge computing resources and advanced algorithm technology, with the ability to train a model of high quality generalization. However, for more followers, in addition to the obvious challenges of privacy data protection and access, sustainability, there is actually no unified standard on how to find the real value scenarios and how to judge the effectiveness brought by big models.
For industry B-side scenarios, based on open source components or joint third-party organizations and enterprises, the launch of industry pendant large models are expected to become the choice of more and more enterprises in the second half of the year.
On June 27, Beijing Municipal Science Commission and Zhongguancun Administrative Committee held the first phase of the Beijing Artificial Intelligence curatorial lead promotion activities, released the first batch of 10 artificial intelligence industry big model application cases in Beijing, technological innovation demonstration effect is beginning to show.
At the conference, 10 technology suppliers such as Baidu, Smart Spectrum Huazhang and the Institute of Automation of the Chinese Academy of Sciences introduced the application cases, and industry users such as the Beijing Municipal Bureau of Government introduced the consideration of opening large model application scenarios for AI enterprises on behalf of scene suppliers.
Liu Hang, a second-level inspector of Beijing Municipal Science and Technology Commission and Zhongguancun Administrative Committee, said that big model-enabled industry applications are booming, and scenario-driven has become an important mode of big model technology innovation, which is expected to form a new industrial industry and economic growth point. Liu Hang also mentioned that "Beijing is the region with the best foundation for big model innovation, the most concentrated talent team, the strongest R&D capability and the most active product iteration in China."
Liu Hang introduced that the first batch of industry big model typical application cases released this time is to further implement Beijing's "Implementation Plan for Accelerating the Construction of an Artificial Intelligence Innovation Source with Global Influence" and "Several Measures for the Innovative Development of General Artificial Intelligence", accelerate the implementation of initiatives related to the construction of artificial intelligence scenarios, combine the current stage characteristics of the rapid integration of big model technology and vertical industry applications, and accelerate the expansion of Large model industry applications.
It is reported that during the period from June 27 to July 30, Beijing Municipal Science Commission and Zhongguancun Management Committee will also focus on urban governance, medical health, scientific research, smart finance, smart life, smart city and other key areas, for the city's innovative subjects, will collect more than 80 industry big model application case projects.
The Municipal Science Committee and Zhongguancun Administrative Committee will organize experts to conduct comprehensive evaluation of the collected cases, scenarios and enterprises, and select a number of typical application cases and scenarios with high maturity and strong demonstration in terms of their fields, application needs, innovation capacity, social benefits and application prospects, and incorporate them into Beijing's large model technology industry innovation map, and promote them.
Attachment: Introduction of the first batch of 10 typical application cases of industry big model
Demonstration application of equipment operation and inspection knowledge assistant based on NLP big model in power industry jointly developed by Baidu Group and State Grid Smart Grid Research Institute Co.
The demonstration application of digital Chinese medicine big model jointly developed by Beijing Jiepu Huazhang Technology Co.
In the field of intelligent medical treatment, based on the high-precision 100 billion bilingual dense model "GLM-130B", the digital TCM service platform is built for the needs of mining and organizing the experience of famous doctors in the field of TCM, exploring the solutions of artificial intelligence clinical treatment and clinical evaluation research of high-risk lung nodules, and realizing the wisdom of clinical experience of TCM. The new model of replication.
the demonstration application of multimodal industry large model for construction field jointly developed by the Institute of Automation of Chinese Academy of Sciences and China Railway Construction Group Co.
In the field of smart city, based on "Zidong Taichu" multimodal big model and cross-modal general artificial intelligence platform, the joint research and development of the whole closed-loop intelligent application system of construction engineering, forming project map index, rapid risk communication, automatic response and other functions, empowering engineering scheme design, technical document audit and other stages of scenarios, greatly improving the level of intelligence in the construction industry. construction industry intelligence level.
the demonstration application of autonomous controllable city brain large model jointly developed by Zhongguancun Science City City Brain Company Limited and Ke Da Xunfei (Beijing) Co.
Focusing on the field of urban governance, with ChatGPT as the technical basis, to deal with the information security issues in the era of artificial intelligence, complete the localization and demonstration application of the big model of urban governance, accelerate the construction of urban intelligence, and comprehensively improve the ability of urban governance.
Demonstration application of outpatient medical record generation system based on Shanhai's big model, jointly developed by Cloud Knowledge Intelligent Technology Co.
Demonstration application of pre-training model covering the inter-atomic potential function of the periodic table of elements jointly developed by Beijing Institute of Scientific Intelligence and Beijing Institute of Aerospace Materials of China.
In the field of scientific research, based on the Deep Potential Interatomic Potential Function Pre-training Model DPA-1 of the Institute of Scientific Intelligence, it can simulate atomic scale up to 10 billion, significantly improve model migration capability and elemental capacity, improve model prediction accuracy, reduce R&D cost and shorten R&D cycle.
Demonstration application of multimodal intelligent financial big model jointly developed by Fourth Paradigm (Beijing) Technology Co.
Demonstration application of DriveGPT, a large model of autonomous driving, jointly developed by Million-Wise Technology Co.
Demonstration application of the big model of product business for the consumer field jointly developed by Beijing Articulated Far Ltd. and Beijing Yiqing Technology Group Co.
In the field of smart life, based on the application of the product business model and ProductGPT, the company has jointly developed service functions such as intelligent reverse customization, predictive production, intelligent scheduling and intelligent marketing, and has demonstrated the application in 10 product categories of Yiqin Group, enabling the innovation of business models and the transformation of the whole chain from business opportunity discovery to product delivery.
The demonstration application of intelligent question and answer big model jointly developed by Beijing Facewall Intelligent Technology Co.
In the field of intelligent question and answer, based on the self-researched "CPM-Bee" large model of Facewall Intelligence, the "Zhihaitu AI" intelligent question and answer large model was jointly developed, which can summarize the hot list views and generate summaries with an accuracy rate of over 80%, through multimodal, generative, explainable and conversational, Through multi-modal, generative, interpretable and conversational search methods, the quality of search results and user experience are improved to meet the diverse search needs of users.
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