Reporting by XinZhiyuan
EDIT: Sleepy
The conflict between Russia and Ukraine is escalating, and social media and artificial intelligence have made open source intelligence and disinformation blowout. At this time, the only thing that can defeat magic is magic!
On March 19th, Zhang Qiao, CAO of Nanjing Starlight Intelligent Technology Co., Ltd., was invited to participate in a course special lecture held by a military school and gave an online special lecture entitled "Analysis of Characters and Equipment Supported by Open Source Data".
In this course, Zhang Qiao combined a number of products and technologies developed by Starset Intelligence, and introduced in detail the overview of open source data, the current situation of artificial intelligence, the problems solved by open source data combined with artificial intelligence, open source data intelligence systems, future application prospects and challenges, and other related content. Nearly 100 teachers and students from the school participated in the course.
Qiao Zhang (first from the right), Star-Shooting Intelligence CAO, mainly focuses on NLP and reinforcement learning, specializing in distributed artificial intelligence and multi-agent systems, autonomous unmanned systems and cluster control
At the beginning of the course, Zhang Qiao explained the series of open source data content for teachers and students in the definition of open source intelligence (OSINT) in the 50th volume of the United States Code "War and Defense" (definition: for a certain user group, for the purpose of obtaining intelligence, timely collection, analysis and distribution of intelligence from the disclosure of various types of information), explained the series of open source data for teachers and students, so that everyone fully realized the importance of open source data work.
As the number of sources and types of applications increases, the amount of data for open source data also grows exponentially, making it difficult to take full advantage of the huge information value it implies. The application of artificial intelligence (AI) in computer vision, image recognition, natural language processing, speech processing, etc., is vividly reflected in the typical cases of open source data.
Typical case study of open source data
In view of the application case of open source data, Zhang Qiao combined with the intelligent scientific research ability of star shooting, showed everyone the galaxy search product of open source data, and effectively helped the analysis of characters and equipment supported by open source data.
Galaxy Search platform for open source data for the military
Zhang Qiao introduced the Galaxy Search Platform in detail from the aspects of product architecture, solved problems and product capabilities.
Among them, the Orion Star data acquisition platform is based on distributed data acquisition technology, and currently collects nearly 1.4 billion multimodal data such as text, pictures, videos, audios and other multi-modal data and 100 billion sea and air target data, with sources in more than 40 countries and regions, covering more than 80 languages such as Chinese, English, Japanese, Arabic, etc., with comprehensiveness, professionalism, diversity, integrity, scalability and other characteristics, providing data support for the intelligent analysis and application of open source information.
"Orion Star" data collection platform
In the process of collecting, extracting, fusing, detecting, identifying, and applying open source information, a total of 500w+ annotation data and about 80 kinds of special algorithm models have been accumulated.
Based on multi-modal knowledge graph, joint reasoning, computer vision, natural language processing and other technologies, to achieve "intelligent change" from data to knowledge, from the three levels of basic knowledge, static knowledge, dynamic knowledge, to achieve knowledge generation, update, accumulation, application as one of the knowledge system, effectively realize intelligence mining and analysis, support strategic situation research and judgment, auxiliary battlefield command and decision-making and other military scenario application services.
Based on the intelligence element ontology model, through the process of multi-source language entity recognition of cross-language text, keyframe extraction of video data, target detection and identification of image data, etc., structured intelligence elements are formed; military knowledge maps are used to realize the correlation, disambiguation and fusion of intelligence elements, complete the completion and verification of intelligence slots, and form a more comprehensive, accurate and higher value fusion intelligence.
Zhang Qiao combined with the current military hotspots, taking the character tracking case of Ukrainian intelligence personnel as an example and the intelligence forgery case in the Russian-Ukrainian conflict, fully demonstrated the ability of Galaxy Search in open source data extraction, character tracking, event tracking, target surveillance and other aspects.
A challenge case study for open source data
Finally, Zhang Qiao analyzed that open source data also faces severe challenges, and in real life, we will also be confused by a variety of false intelligence, such as artificial fabrication, distortion of facts, synthetic images, deep forgery and other technologies to create false intelligence. An event we see may not be completely accurate or true.
How to obtain effective and valuable intelligence information in massive amounts of information, and effectively identify, which requires the empowerment of emerging technologies, especially artificial intelligence technology, biotechnology and quantum computing, and their applications in the fields of foreign policy, economic competitiveness, military and intelligence operations.
As a leading enterprise in open source data analysis, Starlight Intelligence will continue to strengthen the exploration and practice of open source data, and contribute more to the cultivation of open source data professionals and the independent innovation of military technology and military equipment.
Company Introduction
Founded in September 2018, Starsee Intelligent Technology Co., Ltd. (Starsee) is the first military intelligent enterprise in China, the company through the introduction of advanced artificial intelligence technology and combat concepts, the self-developed military intelligent algorithms and software in different hardware product forms to achieve integration, for the future intelligent combat efficiency empowerment.
Galaxy Search (https://xinghe.starsee.cn), a self-developed intelligent defense information service platform for a global perspective under Starlight Intelligence.
Based on open source Internet data, integrating open source information throughout the pan-military, globalization, full link, multi-modal, multi-language, comprehensive use of artificial intelligence and big data technology, to achieve intelligent data collection, in-depth knowledge mining, multi-modal intelligence analysis, intelligent situational awareness and auxiliary decision-making and other capabilities, for the majority of military enthusiasts, military practitioners, current (retired) military personnel and other user groups on the Internet, to provide military dynamic real-time push, accurate identification of target images, characters/ equipment a little chain network, Functions and services such as in-depth analysis and aggregation of military literature and comprehensive retrieval of military knowledge.
PS: Starlight Intelligence recently launched a new round of "Million Annual Salary Talent Introduction Plan", vigorously recruiting elite talents in NLP, CV, machine learning and other directions, mainly responsible for new product research and development and technical research in the field.