The large-scale regional battle is imminent, and Beijing is one more ahead.
Source | Zhidong ID | zhidxcom editor | Xinyuan
Zhishi News on June 27th, following the heavy release of the two major policies of "Accelerating the Construction of an Artificial Intelligence Innovation Source with Global Influence" and "Several Measures for the Innovation and Development of General Artificial Intelligence" , Beijing once again stood on the big model The front line of technological innovation and application landing.
This morning, the Municipal Science and Technology Commission and the Zhongguancun Management Committee held the first phase of the promotion activities leading the promotion of the source of artificial intelligence in Beijing - Beijing's first batch of large-scale model application cases in the artificial intelligence industry. Inspector Liu Hang released the first batch of 10 typical application cases of large-scale industry models in Beijing , and issued a notice on the collection of large-scale model application cases and application scenario requirements for the artificial intelligence industry in Beijing.
10 technology suppliers including Baidu, Zhipu Huazhang, Institute of Automation of the Chinese Academy of Sciences, HKUST Xunfei, Yunzhisheng, Scientific Intelligence Research Institute, Fourth Paradigm, Momo Zhixing, Lianyuan, and Mianbi Intelligence introduced their application cases. Industry users such as bureaus and other industry representatives introduced the considerations of opening large-scale model application scenarios for artificial intelligence enterprises.
Beijing is currently the region with the best foundation for large-scale model innovation, the most concentrated talent team, the strongest R&D capabilities, and the most active product iterations in China. A large number of first-line scientists and entrepreneurs gathered in Beijing, and a number of representative large-scale model products such as Wenxin Yiyan and ChatGLM emerged. The "China Artificial Intelligence Large Model Map Research Report" released by the New Generation Artificial Intelligence Development Research Center of the Ministry of Science and Technology shows that China has released 79 large models with a scale of more than 1 billion parameters, of which Beijing released the largest number of 38, accounting for nearly 100 million in the country. Half, the large model scholar index, model open source quantity and influence and other indicators are all ranked first in the country.
Therefore, for the innovation and development of artificial intelligence, the support measures implemented by Beijing in terms of computing power, data, talents, investment, etc. Ecology has played a positive demonstration effect.
In order 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 Innovation and Development of General Artificial Intelligence" and to accelerate the implementation of relevant measures for the construction of artificial intelligence scenarios, the Beijing Municipal Science and Technology Commission and the Zhongguancun Management Committee Aiming at major national strategies, social and people's livelihood concerns, and vertical industry scenario needs, grasping the evolution trend of large-scale model technology and industry application characteristics at the current stage, focusing on key areas such as urban governance, medical health, scientific research, smart finance, smart life, and smart cities , organizing Experts condensed and released the first batch of 10 typical application cases of industry large-scale models with relatively strong technological innovation, relatively high maturity and broad application prospects at this stage .
01.
Smart energy: based on the NLP model of the power industry
Demonstration application of knowledge assistant for equipment inspection
The application is jointly developed by Baidu Group and State Grid Smart Grid Research Institute Co., Ltd.
In the field of smart energy, based on Baidu's "Wenxin" series of large models and leading deep learning, knowledge graph enhancement and other technologies, a tens of millions of power text sample databases and power industry knowledge graphs have been constructed, and the NLP large models of the power industry have been jointly trained. The F1 indicators of electric power professional word segmentation and electric power marketing sensitive entity recognition increased by 9.27% and 13.28% respectively, reaching 92.376% and 94.947%, which significantly enhanced the automation and intelligence level of equipment and power grid operation.
Based on the results of this project, Baidu will continue to carry out co-training of large-scale electric power models with the United Nations Internet Intelligence Research Institute, jointly promote the deep cognitive intelligence improvement of electric power, and help build a new type of electric power that is clean, low-carbon, safe and controllable, flexible and efficient, open and interactive, and intelligent and friendly. system.
02.
Smart Healthcare: Demonstration Application of Digital TCM Large Model
The application is jointly developed by Beijing Zhipu Huazhang Technology Co., Ltd. and Beijing University of Traditional Chinese Medicine Dongfang Hospital .
In the field of smart medical care, based on the "GLM-130B", a high-precision 100 billion Chinese-English bilingual dense model "GLM-130B", facing the needs of famous doctors in the field of traditional Chinese medicine, a digital Chinese medicine service platform is built to explore artificial intelligence clinical diagnosis and treatment of high-risk pulmonary nodules. Evaluate research and other solutions to realize a new mode of intelligent replication of TCM clinical experience.
So far, the project has initially developed the question-and-answer function in the medical vertical field, supporting intelligent knowledge question-and-answer on medical and health issues; at the same time, it has developed auxiliary diagnosis and treatment functions such as generating TCM prescriptions based on symptoms, and providing medical explanations for prescriptions and symptoms.
03.
Smart Cities: Towards Multimodality in Architecture
Industry model demonstration application
The application was jointly developed by the Institute of Automation of the Chinese Academy of Sciences and China Railway Construction Group Co., Ltd.
In the field of smart cities, based on the "Zidong Taichu" multi-modal large-scale model and cross-modal general artificial intelligence platform, the joint research and development of a full-closed-loop intelligent application system for construction projects has formed project map index, rapid risk communication, automatic reply and other functions, empowering Multiple stage scenarios such as energy engineering scheme design and technical document review have greatly improved the intelligence level of the construction industry.
04.
Urban Governance: Demonstration Application of Urban Brain Model
The app is jointly developed by Zhongguancun Science City City Brain Co., Ltd. and HKUST Xunfei (Beijing) Co. , Ltd.
Facing the needs of intelligent management in the field of urban governance and the security needs of localization and independent controllability, it effectively connects the basic large-scale model of iFlytek "Spark" and the large-scale industry model of "Ruru ChatTT" of China Science and Technology Brain Company, and aims at the access and application of urban governance data resources Limited, weak generalization ability of urban governance service models, and information security in the era of artificial intelligence. On the basis of such as ChatTT, complete the localization transformation and demonstration application of urban governance large models, accelerate the construction of urban intelligence, and comprehensively Improve urban governance capabilities.
05.
Smart medical care: based on the mountain and sea model
Demonstration application of outpatient medical record generation system
This application is jointly developed by Unisound Intelligent Technology Co., Ltd. and Beijing Friendship Hospital .
In the field of smart medical care, based on Yunzhisheng's self-developed "Mountain and Sea" large model with a scale of 70 billion parameters, combined with full-stack intelligent voice interaction technologies such as front-end sound signal processing, voiceprint recognition, speech recognition, and speech synthesis, the joint research and development of outpatient medical The electronic medical record automatic generation system in the patient dialogue scene realizes functions such as noise reduction, doctor-patient role distinction, information summary, and automatic generation of medical records in the complex environment of the clinic. It is expected to improve the efficiency of doctors' electronic medical record entry by more than 400%, saving individual patients The consultation time exceeds 40%, and the doctor's outpatient efficiency is improved by more than 66%.
06.
Scientific Research: Covering the Interatomic Potentials of the Periodic Table
Demonstration application of function pre-training model
The app was jointly developed by the Beijing Institute of Scientific Intelligence and the China Aerospace Engineering Corporation Beijing Institute of Aeronautical Materials .
In the field of scientific research, for the research and development of high-performance aviation key new materials, based on the DPA-1 pre-training model of the deep potential energy interatomic potential function of the Institute of Scientific Intelligence, it can simulate the scale of atoms up to 10 billion, greatly improving the model migration ability and element capacity , improve model prediction accuracy, reduce the amount of data required for model training and training costs, and shorten the development cycle.
07.
Smart Finance: Multimodal Smart Finance
Large model demonstration application
The application is jointly developed by 4Paradigm (Beijing) Technology Co., Ltd. and Beijing Zhongguancun Bank Co., Ltd.
In the field of smart finance, based on the fourth paradigm of the tens of billions of parameters of the large model "Shi Shuo", jointly carry out the research and development and privatization deployment of financial multi-modal smart financial platforms. Multiple links such as manager credit management, manual customer service Q&A, and AI application rapid research and development have formed large-scale model capabilities, greatly reducing customer service management costs, and improving customer service staff efficiency and customer satisfaction.
08.
Autonomous Driving: Autonomous Driving Mockup
DriveGPT demonstration application
This application is jointly developed by Momo Zhixing Technology Co., Ltd. and Great Wall Motor Co., Ltd.
In the field of autonomous driving, based on DriveGPT, the industry's first generative pre-training large model for autonomous driving developed by Momo Zhixing, it provides rapid discovery of problem scenarios, rapid screening and automatic labeling of scene data, data generation of rare scenarios, and cloud simulation evaluation Such capabilities can effectively save 90% of the labeling cost, increase the algorithm’s ability to recognize fuzzy lane lines from about 40% to more than 90%, and reduce the prediction error of driving trajectories by nearly three times.
09.
Smart life: consumer-oriented
Demonstration application of commodity large model
The application is jointly developed by Beijing Lianyuan Co., Ltd. and Beijing Yiqing Technology Group Co., Ltd.
In the field of smart life, facing the demand for digital upgrading of the consumer manufacturing industry, based on applications such as the Lianyuan product merchant model and ProductGPT, jointly develop service functions such as intelligent reverse customization of products, predictive production, intelligent scheduling, and intelligent marketing, and implement them in one light The demonstration applications of 10 product categories under the group empower enterprises to innovate their business models and realize the full-link digital and intelligent transformation from business opportunity discovery to product delivery.
10.
Smart Q&A: Demonstration Application of Smart Q&A Large Model
This application is jointly developed by Beijing Mianbi Intelligent Technology Co., Ltd. and Wise Men (Beijing) Technology Co., Ltd.
In the field of intelligent question answering, based on the self-developed "CPM-Bee" large model of Facewall Intelligence, the joint development of the "Zhihaitu AI" intelligent question answering large model can summarize hot list opinions and generate abstracts, with an accuracy rate of over 80%. Modal, generative, interpretable and conversational search methods improve the quality of search results and user experience, and meet the diverse search needs of users. The application deployment has been implemented in Zhihu in April 2023.
11.
Conclusion: Beijing large-scale model technology industry
The innovation map combing work is now started
The above cases are jointly researched and developed by the technology supplier and the scene demander, which fully demonstrates the technical capabilities of the large model, deeply combines the needs of different industries, and helps industry users "reduce costs, improve quality and increase efficiency", while developing new functions and forming new products , Expand new applications, and promote a deeper integration of artificial intelligence technology and the industry.
In order to accelerate the promotion of artificial intelligence technology represented by large models to enable high-quality social and economic development, today, the Beijing Municipal Science and Technology Commission and the Zhongguancun Management Committee issued a notice to solicit artificial intelligence industry innovation subjects and industry users in this city . Large-scale model application cases and industry application scenario requirements , and at the same time start the work of sorting out the innovation map of Beijing's large-scale model technology industry . The collection period is from June 27, 2023 to July 30, 2023 .
The Beijing Municipal Science and Technology Commission and the Zhongguancun Management Committee will organize experts to conduct a comprehensive evaluation of the solicited cases, scenarios and enterprises , and select a group of high-maturity and demonstration projects from the aspects of their fields, application needs, innovation capabilities, social benefits, and application prospects. Strong typical application cases and scenario application requirements will be included in the innovation map of Beijing's large-scale technology industry, and publicized and promoted.
Apply for a through train:
http://kw.beijing.gov.cn/art/2023/6/27/art_736_644928.html
Beijing will fully combine the city's social and economic high-quality development needs and regional characteristics, focus on large-scale model technology innovation and application, accelerate the implementation of related technologies and product maturation, continuously expand the breadth and depth of industrial large-scale model applications, and form technical support and scene traction , Deeply empowered artificial intelligence industry large-scale model industrial ecology.
As an important driving force for a new round of technological revolution and industrial transformation, artificial intelligence is continuously injecting new momentum into economic and social development. In the past six months, large-scale model technology represented by GPT-4 has led a new wave of global artificial intelligence innovation. Large-scale model research at home and abroad maintains high-speed iterations, various models emerge in endlessly, model performance continues to improve, and innovation and entrepreneurship are booming, showing an astonishing evolution speed.
At the same time, industry applications empowered by large models are booming. Based on the generalization capabilities and emergent characteristics of large models, they have initially demonstrated stunning performance and huge development potential in more and more vertical industry scenarios, and have received various awards. The industry is highly concerned, and scene-driven has become an important model for large-scale model technology innovation, which is expected to form a new industrial format and economic growth point.
In the future, more typical application cases and scenario requirements of large-scale industry models will be released continuously.