Recently, the 2023 China International Fair for Trade in Services Artificial Intelligence Integrated Development and Security Application Forum was held in Beijing. At the same time, the conference held a release ceremony for typical cases of "Intelligence Empowering Hundreds of Industries" Artificial Intelligence Integrated Development and Security Application to promote the development of national industrial information security. 100 outstanding application cases selected by the research center were awarded licenses. Shanghai Hejin Information Technology Co., Ltd. (hejin Technology for short) has once again been recognized authoritatively for its ability to empower the integrated development of AI and the innovative application of large models . The two reported results - "Hejin ModelWhale is based on artificial intelligence." "Remote sensing big data mining and analysis platform" and "ModelWhale data science collaboration platform assists the construction and application of large models in the field", both were selected as "intelligence-enhancing" typical cases .
This case collection work was organized by the National Industrial Information Security Development Research Center in July 2023. It aims to seize opportunities for the rapid development of artificial intelligence, effectively grasp the current status of China's artificial intelligence technology integration and security application, and drive the demonstration and promotion of typical cases. Industrial Development. A total of 60 typical pilot cases and 40 typical enlightenment cases were selected during the event . The former cases are highly innovative and have remarkable application results, while the latter cases are highly operable and have great application potential. The two cases selected by Hewhale are respectively the " AI integrated development" direction and the "large model innovative application" field under the "intelligence-enhancing" typical cases .
The "AI integrated development" direction focuses on the integrated development of artificial intelligence and the real economy. Taking the field of remote sensing as an example, Hewhale demonstrated the integrated application of artificial intelligence technology and the emerging scenarios of "AI for Science" . AI technology has excellent feature extraction and expression capabilities in image matching. It can obtain rich and accurate attribute information from massive heterogeneous remote sensing data to explore the evolution patterns of target areas. High-quality remote sensing images are used in disaster monitoring and It has broad application prospects in many aspects such as meteorology and military affairs. However, the introduction of AI for Science, while assisting researchers in the field of remote sensing to solve complex problems, also brings challenges to traditional infrastructure and workflow.
The remote sensing big data mining and analysis platform built by Hejing for a leading scientific and technological unit in the field of aerial geophysical prospecting and remote sensing can break the current separation of remote sensing data, model algorithms, and computing resources. Through cloud deployment, it can complete the processing and processing of large-scale data. Analysis can also improve the conversion efficiency of research results, promote collaborative innovation of "government, industry, academia, research and application", and further promote the reform of the AI for Science scientific research paradigm.
The field of "Large Model Innovative Applications" focuses on the innovation of language, vision, and multi-modal large models in general base platforms and industry vertical implementation. In this direction, Hewhale demonstrated its data science collaboration platform ModelWhale in assisting large models in the field. Outstanding abilities in construction and application . For different application decision-making scenarios in the business, ModelWhale can be integrated with current large and small models. On the one hand, the full life cycle process from inference testing, fine-tuning training, application development, and service deployment to large parameters requires extremely high computing and storage. The large models of the space provide platform-level support. On the other hand, we focus on improving the ModelOps product capabilities of small and medium-sized models, and reverse distillation accelerates the convergence of large models.
At present, Hewhale has carried out in-depth cooperation with many universities, scientific research institutions and other enterprises and institutions in the fields of earth science, life science, finance, communications, energy, clothing retail and other fields to help all walks of life open the closed loop of data value and realize AI empowerment . Can be applied . For example, Hejing cooperates with a national-level scientific research institution to build a large meteorological model to support the meteorological business's needs for data mining and data modeling, providing new momentum for the "meteorological intelligence brain"; it cooperates with a large tertiary hospital to explore data based on real data. The large medical model realizes the application of real-world data in artificial intelligence-assisted diagnosis, treatment and monitoring, helping new technologies to be reliably developed and applied in the medical field to benefit the Chinese people.
Wisdom empowers all industries, and artificial intelligence has become the core driving force for my country's industrial transformation and upgrading and digital economic development during the "14th Five-Year Plan" period. Hewhale will continue to upgrade product solutions and services, lay a solid foundation for artificial intelligence technology, promote the integrated development and safe application of artificial intelligence in various industries and fields, and continue to empower my country's technological iteration and industrial innovation.