Tag Archives: Chinese Military Use of Cognitive Confrontation within the Combat Domain

Chinese Intelligent Warfare is Accelerating and Advancing

中國智能化戰爭正在加速推進

中國軍網 國防部網. 2022年3月17日 星期四

現代英語:

With the widespread application of artificial intelligence in the military field, intelligent warfare has gradually become a hot topic. History has repeatedly proved that the evolution of war forms will lead to profound changes in the winning mechanism. In today’s era when information warfare is developing in depth and intelligent warfare is beginning to emerge, the armies of major countries in the world have made great efforts to promote military intelligence, and many of these trends are worthy of attention.

Strengthen top-level design

Outlining a “roadmap” for intelligent warfare

Driven by a new round of scientific and technological revolution and industrial revolution, intelligent military transformation is developing in depth. The United States, Russia, Japan and other countries have regarded artificial intelligence as a disruptive technology that “changes the rules of the war game” and have made early arrangements, strengthened top-level design and planning guidance, and explored the direction of military application of artificial intelligence.

The U.S. military has detailed the current status and development plan of artificial intelligence in documents such as “Preparing for the Future of Artificial Intelligence”, “National Artificial Intelligence Research and Development Strategic Plan”, “Artificial Intelligence and National Security”, “Integrated Roadmap for Unmanned Systems, Fiscal Year 2017-2042”, and “American Artificial Intelligence Initiative: First Annual Report”, and has elevated the development of artificial intelligence to the national strategic level. In 2021, the U.S. military pointed out in its “U.S. Department of Defense Artificial Intelligence Posture: Assessment and Improvement Recommendations” that the U.S. military should consider three guiding questions in developing artificial intelligence: what is the current state of artificial intelligence related to the U.S. military; what is the current situation of the U.S. military in artificial intelligence; and what internal actions and potential legislative or regulatory actions may enhance the U.S. military’s artificial intelligence advantage.

Russia has invested a lot of resources to maintain a balance with the United States in the competition for the application of artificial intelligence in the military field. In 2021, Russian President Vladimir Putin stated at the first Defense Ministry meeting of the year that artificial intelligence will greatly promote changes in the military field, and the Russian Federation Armed Forces must accelerate the research and development of artificial intelligence application technologies such as robots, intelligent individual systems, and intelligent weapon modules, so as to form core technical capabilities and battlefield competitive advantages as soon as possible. Documents such as “Special Outline for the Research and Development of Future Military Robot Technology and Equipment before 2025”, “Future Russian Military Robot Application Concept”, and “The Development Status and Application Prospects of Artificial Intelligence in the Military Field” have established a series of mechanisms at the national level for the Russian military to promote the military application of artificial intelligence.

The Japanese government has also issued an “Artificial Intelligence Strategy” to lead the research and development of artificial intelligence technology and industrial development. In the “Robotics and Artificial Intelligence” strategic plan formulated by the United Kingdom, the application of artificial intelligence in battlefield construction is emphasized. In January 2021, the Australian Department of Defense released “Fighting the Artificial Intelligence War: Operational Concepts for Future Intelligent Warfare”, which explores how to apply artificial intelligence to land, sea and air combat.

Innovative combat concepts

Promoting the “Thinking First” Approach to Intelligent Warfare

The innovation of operational concepts has an ideological driving effect on the development of military science and technology and the evolution of war forms. In the past, people’s understanding and grasp of war mainly came from the summary of practical experience, and operational concepts were empirical concepts. In the future era of intelligent warfare, operational concepts are not only empirical concepts, but also the conception, design and foresight of operations.

The U.S. Army has proposed the concept of “multi-domain warfare”, which requires deep integration and close coordination of combat capabilities in various domains such as land, sea, air, space, electromagnetic, and network. To this end, the U.S. Army has successively issued white papers such as “Multi-Domain Warfare: The Development of Synthetic Arms in the 21st Century (2025-2040)”, “U.S. Army Multi-Domain Warfare (2028)”, and “Using Robotics and Autonomous Technologies to Support Multi-Domain Warfare”. In March 2021, the U.S. Department of the Army issued the document “Army Multi-Domain Transformation: Preparing to Win in Competition and Conflict”, indicating that “multi-domain warfare” has become a “flag” leading the transformation and development of the U.S. Army. The Defense Advanced Research Projects Agency proposed the concept of “mosaic warfare”, which aims to create a highly decentralized and highly adaptable “kill net” composed of different combat functional units, based on advanced computer technology and network technology. The U.S. Department of Defense strongly supports the concept of “joint all-domain operations”. In March 2020, the U.S. Air Force took the lead in writing “joint all-domain operations” into the doctrine to explore how the Air Force can play a role in “joint all-domain operations”.

The Russian military proposed the concept of “charge disintegration”. “Disintegration” is one of the most important operational concepts in Russia at present. The Russian electronic warfare forces set the goal of making the enemy’s information, charge, electronic warfare and robot systems ineffective, and believe that this goal will “determine the fate of all military operations”. Disrupting the command and control of enemy forces and weapon systems and reducing the efficiency of enemy reconnaissance and use of weapons are the primary tasks of electronic warfare. At present, the Russian military is considering forming 12 types of electronic warfare forces. The Russian military also proposed the concept of “non-nuclear containment system”, the core of which is to use non-nuclear offensive strategic weapons to contain opponents. The non-nuclear offensive strategic weapons it defines include all ballistic missiles equipped with non-nuclear warheads, as well as strategic bombers and long-range air-based and sea-based cruise missiles. In addition, the Russian military also proposed the concept of “hybrid warfare”, hoping to use artificial intelligence systems to seek battlefield information advantages.

The British Ministry of Defense has proposed the concept of “multi-domain integration” and will develop a new command and control system with intelligent capabilities to achieve comprehensive, persistent, accurate and rapid battlefield perception and force coordination.

Focus on technology research and development

Shaping the Intelligent Warfare Operational Model

The key to the effectiveness of artificial intelligence is the combination with other technologies, which is also described as the “AI stack”. Various technologies interact to produce a combined effect, thereby enhancing the capabilities and effects of each technology. In the intelligent warfare supported by artificial intelligence technology, the collaborative combat mode of “man-machine integration, cloud brain control”, the cluster combat mode of “mixed formation, group intelligence”, and the cognitive combat mode of “intelligence-led, attacking with intelligence first” will constantly update people’s understanding of war.

Focus on the research and development of innovative projects. The US military is vigorously promoting the application of artificial intelligence chips in existing weapons and equipment systems, adding “intelligent brains” to weapons to enable them to have human-like thinking and autonomous interaction capabilities. In October 2021, the US Navy launched the “Beyond Plan”, which is regarded as the “current highest priority”. It aims to accelerate the delivery of artificial intelligence and machine learning tools by building a military Internet of Things for maritime operations, integrating manned and unmanned joint formations, supporting a new intelligent naval architecture, enhancing large-scale firepower killing, and realizing intelligent distributed operations of the navy. In addition, the Defense Advanced Research Projects Agency has also carried out cognitive electronic warfare projects such as “Adaptive Electronic Warfare Behavior Learning”, “Adaptive Radar Countermeasures”, and “Communications under Extreme Radio Frequency Spectrum Conditions”, and developed a prototype of a cognitive radar electronic warfare system. The Russian Ministry of Defense’s Intelligent Technology and Equipment Research and Experimental Center cooperated with the Institute of Control Problems of the Russian Academy of Sciences to develop and test autonomous intelligent algorithms including drone swarm command and control, and also jointly developed an object automatic recognition software system based on neural network principles with the National Aviation System Research Institute.

Establish innovative R&D institutions. The continuous emergence of new technologies is an inexhaustible driving force for the vigorous development of military intelligence. High-level military intelligence construction cannot be separated from the technical research and development of professional institutions. Some countries and militaries have established R&D centers, focusing on innovative development from a technical level. The U.S. Department of Defense has established a joint artificial intelligence center, which is planned to be built into a national key laboratory to lead the promotion of hundreds of artificial intelligence-related projects and ensure the efficient use of artificial intelligence-related data and information to maintain the United States’ technological advantage in this field. Russia has established an artificial intelligence and big data alliance, a national artificial intelligence center, and a robotics technology research and experimental center under the Ministry of Defense, mainly conducting theoretical and applied research in the fields of artificial intelligence and information technology. France has established an innovative defense laboratory, the United Kingdom has set up an artificial intelligence laboratory, and India has established an artificial intelligence task force to explore related technologies.

Strengthen equipment research and development and deployment. In recent years, many countries have attached great importance to the research and development of intelligent weapons and equipment, and unmanned aerial vehicles, unmanned combat vehicles, unmanned ships, unmanned submarines, etc. have continued to emerge. At present, the US Air Force has begun to practice the combat concept of “man-machine collaboration, man in the loop” on the F-35 fighter. The US XQ-58A “Valkyrie” stealth drone previously mainly carried out man-machine collaborative operations with F-35 and F-22 fighters. In April 2021, the stealth drone successfully launched the ALTIUS-600 small drone system, further enhancing its manned and unmanned collaborative combat capabilities. Russia is focusing on reconnaissance and surveillance, command and decision-making, firepower strikes, combat support and other fields, and is developing and deploying intelligent equipment. It plans to increase the proportion of unmanned combat systems in weapons and equipment to more than 30% by 2025. Russia’s ground unmanned combat weapons, represented by the “Uranus” series and “Platform-M” and “Argo” models, are developing rapidly. Among them, the Nerekhta unmanned combat vehicle can be equipped with remote-controlled machine guns and rocket launchers. In addition to the combat capabilities of ordinary armored vehicles, it also has transportation and reconnaissance functions. In addition, the Japanese Self-Defense Forces plan to officially deploy an unmanned aerial formation with strong combat capabilities in 2035.

(Author’s unit: National University of Defense Technology)

國語中文:

■賈珍珍 丁 寧 陳方舟

隨著人工智慧在軍事領域的廣泛應用,智慧化戰爭逐漸成為備受矚目的焦點話題。歷史多次證明,戰爭形態的演進將引發致勝機理的深刻改變。在資訊化戰爭向縱深發展、智慧化戰爭初露端倪的當今時代,世界主要國家軍隊紛紛下大力推動軍事智慧化,其中的諸多動向值得關注。

加強頂層設計

勾勒智能化戰爭“路線圖”

在新一輪科技革命與產業革命推動下,智慧化軍事變革正向縱深發展。美國、俄羅斯、日本等國紛紛把人工智慧視為「改變戰爭遊戲規則」的顛覆性技術,並事先佈局,加強頂層設計和規劃引領,探索人工智慧的軍事應用方向。

美軍在《為人工智慧的未來做好準備》《國家人工智慧研究與發展戰略計畫》《人工智慧與國家安全》《2017至2042財年無人係統綜合路線圖》《美國人工智慧計畫》:在首個年度報告》等文件中,詳述了人工智慧的發展現狀和發展規劃,並將人工智慧發展提升至國家戰略層面。 2021年,美軍在發布的《美國防部人工智慧態勢:評估與改進建議》中指出,美軍發展人工智慧應考慮三個指導性問題:與美軍相關的人工智慧現處於何種狀態;美軍目前在人工智慧方面的態勢如何;哪些內部行動以及潛在的立法或監管行動可能會增強美軍的人工智慧優勢。

俄羅斯投入大量資源,以維持與美國在人工智慧軍事領域應用競爭的平衡。 2021年,俄總統普丁在年度首場國防部會議上表示,人工智慧將大幅推動軍事領域變革,俄國聯邦武裝力量要加速機器人、智慧單兵系統和武器智慧化模組等人工智慧應用技術的研發工作,早日形成核心技術能力和戰場競爭優勢。 《2025年前未來軍用機器人技術裝備研發專題綱要》《未來俄軍用機器人應用構想》《人工智慧在軍事領域的發展現狀以及應用前景》等文件,從國家層面為俄軍推動人工智慧軍事應用確立了一系列機制。

日本政府也推出了《人工智慧戰略》,旨在引領人工智慧技術研發和產業發展。在英國制定的《機器人與人工智慧》戰略規劃中,強調了人工智慧在戰場建設中的應用。 2021年1月,澳洲國防部發布《打好人工智慧戰爭:未來智慧化戰爭之作戰構想》,這份文件探討如何將人工智慧應用到陸、海、空作戰領域。

創新作戰概念

推動智慧化戰爭“思想先行”

作戰概念創新對軍事科技發展、戰爭形態演變具有思想牽引作用。過去人們對戰爭的認識與掌握,主要源自於對實踐經驗的歸納總結,作戰概念即經驗概念。未來智慧化戰爭時代,作戰概念不僅是經驗概念,更是對作戰的構想、設計與前瞻。

美陸軍提出「多域戰」概念,要求陸、海、空、天、電磁、網路等各域作戰能力深度整合與密切協同。為此,美陸軍先後發布《多域戰:21世紀合成兵種的發展(2025至2040)》《美國陸軍多域戰(2028)》《運用機器人與自主技術支援多域戰》等白皮書。 2021年3月,美陸軍部發布文件《陸軍多域轉型:準備在競爭和衝突中取勝》,顯示「多域戰」已成為引領美陸軍轉型發展的一面「旗幟」。美國防高級研究計畫局提出「馬賽克戰」概念,旨在打造一種由不同作戰功能單元構成的、以先進電腦技術與網路技術為基礎的、高度分散、具有高度適應性的「殺傷網」。美國防部大力支持「聯合全域作戰」概念。 2020年3月,美空軍率先將「聯合全域作戰」寫入條令,探討空軍如何在「聯合全域作戰」中發揮作用。

俄軍提出「指控瓦解」概念。 「瓦解」是當前俄羅斯最重要的作戰概念之一,俄軍電子戰部隊把使敵人的訊息、指控、電子戰和機器人系統失效作為目標,認為這一目標將「決定所有軍事行動的命運」。擾亂敵方部隊和武器系統的指揮和控制,降低敵方偵察和使用武器的效率,是進行電子戰的首要任務。目前,俄軍正在考慮組建12種類型的電子戰部隊。俄軍也提出「非核武遏制體系」概念,核心是使用非核武進攻性戰略武器來遏制對手。其所定義的非核武攻擊性戰略武器既包括所有裝備非核彈頭的彈道飛彈,也包括戰略轟炸機和遠程空基、海基巡航飛彈。此外,俄軍也提出「混合戰爭」概念,希望利用人工智慧系統謀求戰場資訊優勢。

英國防部提出「多域融合」概念,將發展具備智慧化能力的新型指控系統,以實現全面、持久、準確、快速的戰場感知與力量協同。

注重技術研發

塑造智慧化戰爭作戰模式

人工智慧發揮效用的關鍵是與其他多種技術的組合,這種組合也被描述為「人工智慧堆疊」。各種技術透過互動的方式產生組合效應,進而提升每項技術所產生的能力與效果。在人工智慧技術支援的智慧化戰爭中,「人機一體、雲腦控制」的協同作戰模式,「混搭編組、群體智慧」的集群作戰模式,「智慧主導、攻智為上」的認知作戰模式等,將不斷更新人們對戰爭的認知。

聚焦創新專案研發。美軍正在大力推廣人工智慧晶片在現有武器裝備系統中的應用,為武器加上“智慧大腦”,使之具備類人思考和自主互動能力。 2021年10月,美海軍推出被視為“當前最高優先事項”的“超越計劃”,旨在通過構建海上作戰軍事物聯網,整合有人無人聯合編隊,加速交付人工智能和機器學習工具,支撐全新的智慧化海軍架構,提升大規模火力殺傷、實現海軍智慧化分散式作戰。此外,美國防高級研究計畫局也進行了「自適應電子戰行為學習」「自適應雷達對抗」「極端射頻頻譜條件下的通訊」等認知電子戰項目,研發出認知雷達電子戰系統原型機。俄國防部智慧技術裝備科研試驗中心與俄聯邦科學院控制問題研究所合作,開發測試了包括無人機群指揮控制在內的自主智慧演算法,也與國家航空系統科研所共同開發基於神經網路原理的物體自動辨識軟體系統。

組成創新研發機構。新技術的不斷湧現是軍事智慧化蓬勃發展的不竭動力,高水準的軍事智慧化建設離不開專職機構的技術研發。一些國家和軍隊組成研發中心,注重從技術層面創新發展。美國國防部建立了聯合人工智慧中心,計劃將該中心打造成國家級重點實驗室,用於領導數百個與人工智慧相關的項目,確保對人工智慧相關數據資訊的高效利用,以保持美國在該領域的技術優勢。俄羅斯組成了人工智慧和大數據聯盟、國家人工智慧中心和隸屬國防部的機器人技術科研試驗中心,主要進行人工智慧和資訊科技領域的理論和應用研究。法國成立了創新國防實驗室,英國設立了人工智慧實驗室,印度組成了人工智慧特別工作小組,進行相關技術探索。

加強裝備研發列裝。近年來,多國重視研發智慧武器裝備,無人飛行器、無人戰車、無人艦艇、無人潛航器等不斷湧現。目前,美空軍已開始在F-35戰機上實踐「人機協同,人在迴路」的作戰理念。美XQ-58A「女武神」隱身無人機先前主要與F-35和F-22戰機進行人機協同作戰,2021年4月該隱身無人機成功投放ALTIUS-600小型無人機系統,進一步提升了其有人無人協同作戰能力。俄羅斯正聚焦偵察監視、指揮決策、火力打擊、作戰支援等多個領域,展開智慧裝備研發和列裝工作,計畫到2025年將無人作戰系統在武器裝備中的比例提高到30%以上。以“天王星”系列和“平台-M”“阿爾戈”等型號為代表的俄地面無人作戰武器發展迅速。其中,Nerekhta無人戰車可搭載遙控機槍和火箭發射器,除擁有一般裝甲車的戰鬥力外,還兼具運輸和偵察功能。此外,日本自衛隊計劃在2035年正式部署具有較強作戰能力的無人空中編隊。

(作者單位:國防科技大學)

中國軍事資料來源:https://www.81.cn/jfjbmap/content/2022-03/17/content_311555.htm

How Chinese Military Will Achieve Precise Strikes in Cognitive Domain Operations

中國軍隊如何在認知域作戰中實現精準打擊

現代英語:

How to achieve precise strikes in cognitive domain operations

■Bu Jiang Jiang Rilie

introduction

Currently, driven by intelligent technology, cognitive domain operations are showing new characteristics such as precise perception, precise prediction and precise calculation. Studying and grasping the connotation mechanism of precision strikes in cognitive domain operations to ensure clear operational targets, personalized information generation, and precise information delivery will be more conducive to seizing the commanding heights and initiative in future cognitive domain operations.

Accurately establish combat goals

The establishment of operational goals is often the primary issue of concern in cognitive domain operations. With the continuous application of artificial intelligence, big data and other technologies, the party with a technological advantage is often able to quickly and efficiently collect cognitive data of different dimensions, levels and modalities, thereby discovering the weaknesses and sensitivities of the opponent’s cognitive system. point and detonation point.

Massive “data sources” refine target clarity. Today, as the Internet becomes more popular, cognitive data is growing exponentially. With the support of big data, psychometric and other technologies, target portraits are gradually evolving rapidly towards accurate portraits and intelligent portraits. According to foreign statistics, as of July 2022, the global Internet penetration rate reached 69%, and the Internet has become an essential platform for users’ daily lives. With the help of the Internet, both combatants can widely and quickly realize target object cognitive data collection and cognitive situation awareness, providing support for analyzing the target object’s political beliefs, values, national sentiments, public opinion positions, etc. It is reported that in foreign elections in recent years, foreign data analysis companies have captured social media user data, established character analysis models, accurately portrayed voters’ personalities and cognitive characteristics, and on this basis pushed suggestive campaigns to swing voters. advertising, thereby influencing their electoral decisions.

Dynamic “tag pool” improves target recognition rate. Labeling usually refers to the abstract classification and generalization of certain characteristics of a specific group or object. In cognitive domain operations, labeling is an important process to achieve classification and visualization of cognitive data. In the face of massive user data, establishing a mature and reliable label system is a prerequisite for sorting out, analyzing, and making good use of cognitive data. Using the label system to filter useless data and mine potential value information can provide information for presetting combat scenarios in the cognitive domain. Direct frame of reference. The development of the labeling system should be based on the logical starting point of cognitive domain operations, and ultimately comes down to the application of cognitive domain operations. For the target object, the transfer of interests, changes in personality, and changes in emotion are real-time and dynamic. The establishment of a “tag pool” can sense the cognitive dynamics of the target object in real time and accurately improve the target recognition rate.

Intelligent “algorithm library” shows target relevance. If data is compared to the “fuel” of cognitive domain operations, algorithms are the “engine” and an important source of power for cognitive precision strikes. In a certain sense, cognitive domain operations are “confrontation of data or algorithms.” Through intelligent algorithms, we can deeply mine the multi-dimensional correlation data of the target object’s behavior, build an accurate target portrait, and then combine it with machine learning algorithms to build a prediction model to automatically match and associate cognitive information with the target object, at the right time and at the right place. Deliver cognitive information in an appropriate manner to change the target object’s cognition. As analyzed by some foreign research institutions, with 10 likes, the algorithm can know you better than your colleagues; with 150 likes, the algorithm will know you better than your parents; with 300 likes, the algorithm will know you better than your closest partner you.

Accurately generate information “ammunition”

Designing information “ammunition” that conforms to the target’s thinking habits and perception style is the key to improving the cognitive domain killing effect. The development and application of intelligent science and technology provides a convenient means to achieve “private customization” of cognitive information themes, content and forms, making it possible to instantly and forcibly change the decisions and actions of target objects.

Information theme planning based on target value orientation. Cognitive information theme is the central idea represented by the information and the core of the information content. From legal advice, military deterrence, conflict and separation, and emotional summons, to moral guidance, war mobilization, behavioral instructions, and motivational incentives, different information themes exert different influences. Practice shows that the theme of cognitive information must be planned closely around the target object. According to the different value orientations shown by different combat stages and different target objects, the information theme must be optimized in a timely manner so that the information “ammunition” can satisfy the target object to the maximum extent. needs. According to the analysis of foreign research institutions, foreign election campaign advertisements in recent years are often inseparable from the support of big data. Accurately designing different advertising themes for voters with different values ​​​​can resonate with voters’ values.

Information content design based on target mindset. In the Internet era, the life trajectory, geographical location, hobbies, social relationships, etc. of the target object are all recorded on the Internet, making it possible to accurately create an “information cocoon” that caters to the target object’s way of thinking. Driven by big data technology, the interaction trajectories of target objects in the virtual world can also be easily captured, perceived and calculated. With the assistance of multimedia content intelligent generation systems, information similar to the target’s thinking habits can be generated in batches, causing the target to be trapped in an “information cocoon”. The scope of information acceptance narrows, and the perception of the outside world gradually decreases, and then falls into cognitive confusion. Know the trap. In recent years, many “color revolutions” that have occurred around the world are inseparable from the support of cognitive control. Some Western countries use “deep forgery” technology to instill false information in target objects that conforms to their way of thinking, creating anti-intellectual, The information environment stupefies the people, forming cognitive biases and inducing them to deny their own national and cultural values, thereby creating anti-government sentiments.

Information form selection based on target perceptual characteristics. Psychology believes that the formation and change of the cognitive subject’s attitude needs to go through three processes of “attention-understanding-acceptance”. Whether the target object can be affected by the dissemination of information, attracting attention is the first step. Information form is an important carrier to attract the attention of the target audience, and its form design is crucial to improving the acceptance, dissemination and infectivity of information “ammunition”. Through big data technology, we can mine the national emotions, customs and habits, religious beliefs, personal preferences and other characteristics of the target object, and scientifically judge the perceptual characteristics such as information receiving habits. On this basis, we can comprehensively use text, language, video, image and other information carriers to integrate Color, layout and other elements can cause strong stimulation to the target object’s senses. Since 2011, some Syrian anti-war activists have produced a number of anti-war propaganda short films from the perspectives of children and women and spread them on the international Internet, arousing strong responses from international public opinion. This internationally accepted information carrier meets the aesthetic needs of the public, avoids differential interpretation by the audience, and can often achieve unexpected results.

Accurately deliver information

Cognitive information delivery follows the laws of information dissemination. In order to achieve the effect of precise cognitive attack, it is necessary to deal with issues such as delivery objects, delivery channels, and delivery timing.

Extract cognitive features and filter information delivery objects. The profiling technology supported by big data makes it possible to extract the cognitive characteristics of target objects. Through the cognitive characteristic library, objects with similar characteristics can be screened out from groups of different races, different parties, different occupations, etc., thereby upgrading the traditional extensive screening method. , so that the information “ammunition” is more closely matched with the target object, thereby improving the pertinence and accuracy of cognitive attacks. In recent years, Cambridge Analytica has used machine learning methods to classify Facebook users according to five personality types: openness to experience, conscientiousness, extroversion, agreeableness, and emotional instability, and established a linear regression of the five personality traits. model to establish a “target” for precise delivery of campaign advertisements. This move has many implications for the world. In the future, cognitive domain operations, based on the extensive collection of users’ cognitive characteristics, will place more emphasis on accurately dividing groups, and carry out targeted campaigns based on the differences in values ​​and behavioral habits of different groups. information delivery and behavior prediction.

Follow social habits and match information delivery channels. The deep popularization of the Internet has brought about tremendous changes in the way information is disseminated, and the ways in which people receive information are becoming more diversified and diversified. According to data from foreign research institutions, there are currently more than 4.62 billion social media users worldwide, and social media platforms have become the main battlefield in the cognitive domain. In the many “color revolutions” that have occurred in recent years, social media such as Facebook, Twitter, and YouTube, controlled by Western countries, have played an important role in spreading public opinion, organizing protests, and mobilizing the public. It is reported that in similar operations, Facebook is often used to determine the schedule, Twitter is used to coordinate actions, and YouTube is used to spread the word widely. Future operations in the cognitive domain will place great emphasis on focusing on the target’s social habits and characteristics, fully understanding the target’s social circle and life circle, and selecting information delivery methods from multiple channels, including online and offline, military and civilian, to ensure the effectiveness of cognitive information. Delivery rate.

Track cognitive dynamics and accurately deliver information at the right time. Changes in cognition do not happen overnight. Blindly pursuing high rhythm and achieving goals in an instant will have the opposite effect. Therefore, cognitive domain operations must grasp the rhythm and intensity of “time immersion”, select the correct delivery time based on the cognitive dynamics of the target object, and gradually seek to expand the effect advantage. Before the target object has formed a preliminary understanding of a certain event, it is necessary to actively seize the priority of information release, carry out information “bombing” as soon as possible, and strive to “preemptively strike first.” In addition, during the public opinion fermentation stage of the incident, the subject’s cognition has not yet been completely solidified. At this time, by repeatedly disseminating a specific information, the purpose of subtly reconstructing the subject’s cognition can also be achieved.

(Author’s unit: National University of Defense Technology)

國語中文:

如何實現認知域作戰精準打擊

■卜江 蔣日烈

引言

目前,在智慧化技術的推動下,認知域作戰正呈現出精確感知、精確預測和精確計算等全新特徵。研究掌握好認知域作戰精準打擊的內涵機理,從而確保作戰目標清晰化、資訊生成個性化、資訊投射精準化,將更有利於奪取未來認知域作戰制高點和主動權。

精準確立戰目標

作戰目標的確立往往是認知域作戰關注的首要問題。隨著人工智慧、大數據等技術的不斷應用,佔據技術優勢的一方往往能夠快速、有效率地採集不同維度、不同層級、不同模態的認知數據,進而發現對手認知體系的薄弱點、敏感點和爆燃點。

海量「資料來源」細化目標清晰度。在網路深入普及的今天,認知數據正呈指數級增長,目標畫像在大數據、心理測量等技術的支撐下,正逐漸朝著精準畫像、智慧畫像的方向快速演進。根據國外統計數據顯示,截至2022年7月,全球互聯網滲透率達69%,互聯網已成為用戶日常生活的必備平台。借助互聯網,作戰雙方能夠廣泛快速地實現目標對象認知數據收集和認知態勢感知,為分析目標對象的政治信念、價值觀念、民族情感、輿論立場等提供支撐。據悉,在近年的國外大選中,國外數據分析公司就曾透過抓取社群媒體用戶數據,建立人物分析模型,精準刻畫選民性格、認知特徵,在此基礎上對搖擺選民推送暗示性競選廣告,從而影響其選舉決策。

動態「標簽池」提升目標辨識率。貼標簽通常是指對某一類特定群體或物件的某項特徵進行的抽象分類和概括。在認知域作戰中,貼標簽是實現認知資料分類與可視化的重要過程。面對海量的用戶數據,建立一套成熟可靠的標簽體係是梳理分析、用活用好認知數據的前提,利用標簽體系過濾無用數據,挖掘潛在價值信息,能夠為認知域作戰場景預設提供直接參考框架。標簽體系的開發要基於認知域作戰這個邏輯起點,最終歸結於認知域作戰應用。對於目標對象來講,興趣的遷移、性格的改變、情感的變化是即時動態的,建立「標簽池」能夠即時感知目標對象的認知動態,精準提升目標辨識率。

智慧“演算法庫”顯現目標關聯性。如果將數據比作認知域作戰的“燃料”,演算法則是“引擎”,是認知精準打擊的重要動力源。從一定意義上講,認知域作戰是「數據或演算法的對抗」。透過智慧演算法,可以深度挖掘目標對象行為的多維關聯數據,構建精準目標畫像,再結合機器學習演算法構建預測模型,將認知資訊與目標對象進行自動匹配關聯,在合適的時間、合適的地點,以合適的方式投送認知訊息,從而改變目標對象認知。正如國外一些研究機構分析發現,透過10個點贊,演算法可以比同事更了解你;150個點贊,演算法將比你父母更了解你;300個點贊,演算法將比最親密的伴侶更了解你。

精準生成資訊“彈藥”

設計符合目標對象思維習慣和感知風格的訊息“彈藥”,是提升認知域殺傷效果的關鍵所在。智慧科學技術的發展運用,為實現認知資訊主題、內容和形式的「私人客製化」提供了便捷手段,即時、強制地改變目標對象決策和行動成為可能。

基於目標價值取向的資訊主題策劃。認知資訊主題是資訊所表現的中心思想,是資訊內容的核心。從法理勸告、軍事威懾、矛盾離間、情感召喚,到義理引導、戰爭動員、行為指示、動機激勵,不同的訊息主題發揮不同的影響作用。實踐表明,認知訊息的主題必須緊緊圍繞目標對像做策劃,針對不同作戰階段、不同目標對象所表現出來的不同價值取向,及時優化信息主題,才能使信息“彈藥”最大限度地滿足目標對象的需求。根據國外研究機構分析,近年來的國外大選競選廣告背後往往離不開大數據的支撐,針對不同價值觀的選民精準設計不同廣告主題,可以引起選民價值共鳴。

基於目標思維方式的資訊內容設計。在互聯網時代,目標對象的生活軌跡、地理位置、興趣愛好、社交關係等都被網絡所記錄,精準打造迎合目標對象思維方式的「資訊繭房」成為可能。在大數據技術驅動下,目標對像在虛擬世界中的互動軌跡也很容易被捕捉、被感知和被計算。在多媒體內容智慧生成系統等輔助下,可大量產生與目標對象思維習慣類似的訊息,致使其陷於「訊息繭房」之中,訊息接受範圍變窄,對外界的感知度逐漸降低,進而陷入認知陷阱。近年來,全球發生的多起「顏色革命」背後都離不開認知控制的支撐,一些西方國家利用「深度偽造」技術,向目標對象灌輸符合其思維方式的虛假信息,製造反智化、愚民化資訊環境,形成認知偏差,誘導其否定自身民族文化價值理念,進而產生反政府情緒。

基於目標感知特性的資訊形式選擇。心理學認為,認知主體的態度的形成與改變需經過「注意力-了解-接受」三個過程,目標對象能否受到訊息傳播的影響,吸引註意是第一步。資訊形式作為引起目標對象注意的重要載體,其形式設計對提高訊息「彈藥」的接受度、傳播力、感染性至關重要。透過大數據技術可以挖掘目標對象民族情感、風俗習慣、宗教信仰、個人喜好等特徵,科學判斷訊息接受習慣等感知特性,在此基礎上綜合運用文本、語言、視頻、圖像等資訊載體,加以融入色彩、佈局等元素,可以給目標感官造成強烈刺激。自2011年以來,一些敘利亞反戰人士以兒童、婦女等視角,製作出多部反戰宣傳短片在國際互聯網上傳播,引起國際社會輿論強烈反響。這種國際通用的資訊載體,符合大眾審美需求,避免了受眾差異性解讀,往往能達到意想不到的效果。

精準實現資訊投送

認知訊息投送遵循資訊傳播規律,要達到認知精準打擊效果,需要處理好投送對象、投送管道、投送時機等問題。

提取認知特徵,篩選訊息傳遞對象。大數據支撐的畫像技術使提取目標對象認知特徵成為可能,透過認知特徵庫,可以從不同種族、不同黨派、不同職業等群體中篩選出具有相似特徵的對象,從而升級傳統的粗放篩選方式,讓資訊「彈藥」與目標對象更加匹配,從而提高認知攻擊的針對性和精準性。近年來,劍橋分析公司曾使用機器學習方法,依照經驗開放型、盡責型、外向型、親和型、情緒不穩定型五類人格對臉書用戶進行分類,建立了五種人格特質的線性回歸模型,為精準投送競選廣告立起「標靶」。此舉對世人的啟示是多方面的,未來認知域作戰,在廣泛蒐集用戶認知特徵的基礎上,將更加強調精準劃分群體,依據不同群體的價值觀念和行動習慣的差異,進行有目的地信息投送和行為預測。

遵循社交習慣,匹配資訊投送管道。互聯網的深度普及使資訊的傳播方式正發生巨大變革,人們接受資訊的方式更加多樣化、多元化。根據國外調研機構數據顯示,目前全球社群媒體用戶超過46.2億,社群媒體平台成為認知域作戰主戰場。在近年來發生的多起「顏色革命」中,臉書、推特、優兔等社群媒體在西方國家操縱下,在輿論傳播、組織抗議、動員民眾等方面發揮了重要作用。據悉,在類似行動中臉書往往用來確定日程,推特用來協調行動,優兔用來廣泛傳播。未來的認知域作戰,十分強調著眼目標對象社交習慣和特點,充分掌握目標對象的社交圈、生活圈,從線上線下、軍用民用等多渠道選擇信息投送方式,從而確保認知信息的送達率。

追蹤認知動態,把準資訊投送時機。認知的改變,並非一蹴而就,一味地追求高節奏、瞬間達成目的反而會起到反面效果。因此,認知域作戰要掌握好「時間沉浸」的節奏與力度,根據目標對象認知動態選準投送時間,逐步漸進地謀求擴大效果優勢。在目標對像對某一事件還未形成初步認知前,要積極搶佔信息的發布優先權,第一時間進行信息“轟炸”,力求“先發製人、先入為主”。此外,在事件的輿論發酵階段,主體的認知還未徹底固化,此時透過不斷重復傳播某個特定訊息,也可以達到潛移默化地重構主體認知的目的。

(作者單位:國防科技大學)

中國軍事資料來源:https://www.81.cn/yw_208727/16209631.html

How the Chinese Military Identify Key Targets for Cognitive Domain Operations

中國軍隊如何辨識認知域作戰的關鍵目標

現代英語:

Cognitive domain combat targets refer to the specific role of cognitive domain combat. In cognitive domain combat, compared with combat targets, combat targets solve the problem of precise aiming, that is, to let commanders understand and grasp the precise coordinates of what to hit, where to hit, and to what extent. Only by deeply understanding the connotation and characteristics of cognitive domain combat targets can we accurately find key targets through appearances and thus seize the initiative in future combat.

Cognitive focus that influences behavioral choices

The cognitive focus is the “convergence point” of the cognitive subject’s multi-dimensional thinking cognition in war activities. As a dynamic factor, it affects the cognitive process and behavioral results. Generally speaking, the cognitive factors that affect individual behavioral choices in war activities mainly include political attribute cognition, interest-related cognition, group belonging cognition, risk loss cognition, emotional orientation cognition, war morality cognition, etc. For war activities and groups or individuals who pay attention to war activities, the cognitive focus that affects their attitudes, tendencies and behaviors is not the same. Judging from the local wars and regional conflicts in the world in recent years, there are obvious differences in the cognitive focus of different groups or individuals. Politicians pay more attention to political attribute cognition and interest-related cognition, those who may intervene in the war pay more attention to risk loss cognition and interest-related cognition, ordinary people pay more attention to interest-related cognition and emotional orientation cognition, and people in other countries outside the region generally pay more attention to war morality cognition and group belonging cognition because their own interests will not be directly lost. In combat practice, foreign militaries are good at targeting the cognitive focus of different objects, accurately planning topics, and pushing related information to induce specific behavioral choices. For example, before the Gulf War, the Hill Norton public relations company fabricated the non-existent “incubator incident” by using Naira, the daughter of the Kuwaiti ambassador to the United States, as a “witness” to show the “inhumanity” of the Iraqi army, induce the American people’s ethical and moral cognition, and then support the US government to send troops to participate in the Gulf War.

Style preferences that constrain command decisions

Cognitive style directly affects decision-making behavior preferences. Cognitive style refers to the typical way of individual cognition, memory, thinking, and problem solving. According to the preference of command decision-making style, commanders can be divided into calm cognitive style and impulsive cognitive style. Commanders with calm cognitive style pay attention to accuracy but not speed in the decision-making process. The quality of the decisions they make is high, but they are prone to fall into the comparison and analysis of various intelligence information sources and overemphasize the accuracy and objectivity of information analysis. Commanders with calm cognitive style are often easily disturbed by the diverse and diverse information stimulation in battlefield cognitive offensive and defensive operations, and their mental energy is easily disturbed and dissipated, which may lead to missed opportunities. Commanders with impulsive cognitive style pay attention to speed but not accuracy. The decision-making reaction speed is fast, but the quality is not high. They are easily emotional and prone to conflict with team members. Commanders with impulsive cognitive style are also prone to over-interpret the ambiguous external security environment, and constantly look for “evidence” to strengthen and verify individual erroneous thinking, narrowing individual attention and leading to command decision-making deviations. In combat practice, foreign armies pay more attention to analyzing the decision-making style of commanders of combat opponents, and then select specific information to influence them psychologically. For example, during the U.S. invasion of Panama, when besieging the hiding place of Panamanian President Noriega, the U.S. military repeatedly played rock and heavy metal music, and used language that stimulated and humiliated Noriega to carry out cognitive and psychological attacks on him, causing Noriega to gradually collapse physically and mentally.

Backdoor channel to control thinking and cognition

Once a computer is infected with a “Trojan” virus, it will send a connection request to the hacker control terminal at a specific time. Once the connection is successful, a backdoor channel will be formed, allowing the hacker to control the computer at will. Similarly, the human brain also has a cognitive “backdoor” and may be controlled by others. Cognitive psychologists have found that by sending information to the target object’s audio-visual perception channel, carefully pushing information content that the target object recognizes and accepts, catering to the target object’s existing experience memory, conforming to the target object’s thinking habits, and stimulating the target object’s emotional pain points, it is possible to control and interfere with the target object’s cognition and promote its instinctive emotional and behavioral reactions. With the support of cutting-edge cognitive science and technology, using the two modes of automatic start and control processing of brain information processing, the target object can easily fall into a “cognitive cocoon”. In cognitive domain operations, by immersing individuals in massive amounts of artificially constructed information, and continuously providing them with “evidence” to prove that their judgments and cognitions are “correct”. Over time, the individual’s cognitive vision becomes smaller and smaller, and the ability to perceive the external environment gradually decreases. Eventually, they will not be able to see the truth of the matter and will be immersed in the “cognitive cocoon” and unable to extricate themselves. When foreign militaries conduct operations in the cognitive domain, they often target their opponents’ cognitive biases on a certain issue and continuously push situational information and intelligence information through various channels to support their opponents’ so-called “correct cognition,” causing errors and deviations in their opponents’ command decisions.

Sensory stimuli that induce attention

Effective perceptual stimulation is the first prerequisite for attracting the attention of the target object. The human brain will perceive and react to stimuli within the perceptual range. Cognitive psychology experimental research has found that information such as dynamic, dangerous, relevant, survival safety, and contrast between before and after is more likely to attract the attention of the human brain. In the era of intelligence, the psychological cognitive process of the target object often follows the law of “attracting attention, cultivating interest, actively searching, strengthening memory, actively sharing, and influencing others”. In combat, foreign troops often use exclusive revelations, intelligence leaks, authoritative disclosures, on-site connections, and other methods, and cleverly use exaggeration, contrast, association, metaphor, suspense, and contrast to push information that subverts common sense, cognitive conflicts, and strong contrasts to attract the attention of the target object. For example, the “Lin Qi rescue incident” created by the US military in the Iraq War and the “Gaddafi Golden Toilet” in the Libyan War mostly choose stories familiar to the audience as the blueprint, hiding the purpose and embedding the viewpoint in the story plot, which attracted the attention of the general public. In addition, the human brain will also process stimuli outside the perceptual range. In recent years, the military of Western countries has attached great importance to the research of subthreshold information stimulation technology, and has developed subthreshold visual information implantation technology, subthreshold auditory information implantation technology, subthreshold information activation technology, subconscious sound manipulation technology of the nervous system, etc., continuously expanding the application scope of neurocognitive science and technology in the military field.

Meta-value concepts that give rise to cognitive resonance

In cognitive theory, cognitive resonance refers to information that can cross the cognitive gap between the two parties and trigger the ideological and psychological resonance and cognitive empathy of both parties, thereby achieving the deconstruction and reconstruction of the other party’s cognitive system. In cognitive domain warfare, this cognitive energy-gathering effect is not a simple concentration of power, but an internal accumulation of system synergy. Under the diffusion and dissemination of modern information media, this cognitive resonance effect can spread rapidly to all parts of the world in a short period of time, and produce secondary indirect psychological effects or more levels of derivative psychological effects, presenting a state of cumulative iteration. Once it exceeds the psychological critical point, it will present a state of psychological energy explosion, thereby changing the direction or outcome of the event. The targets that can induce this cognitive resonance are mainly value beliefs, moral ethics, common interests, etc. In war, if one party touches or violates human meta-values, common emotional orientation, etc., it is very easy to induce collective condemnation, bear the accusation of violating human morality, and fall into a moral trough. For example, a photo during the Vietnam War shows a group of Vietnamese children, especially a 9-year-old girl, running naked on the road because of burns after being attacked by US napalm bombs. In 1972, this photo caused a huge sensation after it was published, setting off an anti-war wave in the United States and even the world, and accelerating the end of the Vietnam War.

Cognitive gaps in a split cognitive system

In daily life, seemingly hard steel is very easy to break due to the brittleness of the material due to factors such as low temperature environment, material defects, and stress concentration. The same is true for the cognitive system. Cognitive gaps refer to the cracks, pain points, weaknesses, and sensitive points in the cognitive thinking of the target object, which are mainly manifested as the individual’s worry that he is unable to cope with or adapt to the environment, and under the influence of anxiety, cognitive vulnerability is formed. The experience of security threats, the looseness of group structure, the confusion of beliefs and ideals, and the loss of voice of authoritative media will all cause cognitive conflicts and tearing of the target object. In cognitive domain operations, sometimes seemingly powerful combat opponents hide a large number of thinking cracks and psychological weaknesses behind them. Often a news event can shake the cognitive framework of the combat opponent and puncture the cognitive bubble. In addition, this cognitive psychological conflict will also cause moral damage and psychological trauma to individuals. In recent years, the U.S. and Western countries’ troops carrying out overseas missions have faced “enemies disguised as civilians” that appear anytime and anywhere, and their uncertainty about the battlefield environment has continued to increase. They generally lack the perception of the significance of combat, and are filled with guilt and sin. A large number of soldiers developed post-traumatic stress disorder, the number of self-harm on the battlefield, post-war suicides and crimes increased sharply, and the number of suicides among veterans of the war even exceeded the number of deaths on the battlefield.

(Author’s unit: Political Science Academy of National Defense University)

國語中文:

引言

認知域作戰標靶是指認知域作戰的具體作用指向。在認知域作戰中,相較於作戰對象,作戰標靶解決的問題是精確瞄準,也就是讓指揮官了解掌握具體打什麼、往哪裡打、打到什麼程度的精準座標問題。只有深刻理解認知域作戰標靶的內涵特點,才能透過表象準確找到關鍵標靶,以便在未來作戰中掌握先機。

影響行為選擇的認知重心

認知重心是戰爭活動中認知主體多元思維認知的“匯聚點”,作為一種能動因素影響認知進程和行為結果。一般而言,影響戰爭活動中個人行為選擇的認知因素,主要包含政治屬性認知、利益關聯認知、群體歸屬認知、風險損失認知、情緒定向認知、戰爭道德認知等。對於戰爭活動以及關注戰爭活動的群體或個體而言,影響其態度、傾向和行為的認知重心並不相同。從近年來的世界局部戰爭和地區衝突來看,不同群體或個體關注的認知重心有著明顯差異,政治人物更加關注政治屬性認知和利益關聯認知,戰爭可能介入者更關注風險損耗認知和利益關聯認知,一般民眾更關注利益關聯認知和情感定向認知,而域外他國民眾由於自身利益不會受到直接損失,普遍更關注戰爭道德認知和群體歸屬認知。外軍在作戰實踐中,善於針對不同對象的認知重心,精準策劃主題,推送關聯訊息,誘發特定的行為選擇。如同在海灣戰爭前,希爾·諾頓公關公司炮製了根本不存在的“育嬰箱事件”,就是利用科威特駐美大使的女兒娜伊拉“做證”,展現伊拉克軍隊的“慘無人道”,誘發美國民眾的倫理道德認知,進而支持美國政府派兵參加海灣戰爭。

制約指揮決策的風格偏好

認知風格直接影響決策行為偏好。認知風格是指個體認知、記憶、思考、解決問題的典型方式。根據指揮決策風格偏好,指揮家可以分為冷靜型認知風格和衝動型認知風格。冷靜型認知風格的指揮者在決策過程中重視準確但不重視速度,作出的決策品質較高,但容易陷入對各類情報資訊來源的比對分析,過度強調資訊分析的準確客觀。冷靜型認知風格的指揮在戰場認知攻防行動中,常常容易受到紛繁多元的信息刺激幹擾,心智精力容易被擾亂和耗散,進而可能貽誤戰機。衝動型認知風格的指揮者重視速度但不重視準確度,作出的決策反應速度較快,但品質不高,且容易情緒激動,易與團隊成員發生衝突。衝動型認知風格的指揮者也容易將模稜兩可的外在安全環境進行過度曲解,並不斷尋找「證據」強化和驗證個體錯誤思維,使個體注意力變窄,導致出現指揮決策偏差。外軍在作戰實務中,比較著重分析作戰對手指揮官決策風格,進而選擇特定資訊對其進行心理影響。如美軍入侵巴拿馬戰爭中,在圍攻巴拿馬總統諾列加躲藏處時,美軍反複播放搖滾和重金屬音樂,運用刺激和羞辱諾列加的語言對其進行認知打擊和心理進攻,使諾列加身心逐漸崩潰。

控制思維認知的後門通道

電腦一旦中了「木馬」病毒,會在特定時間向駭客控制端發送連線請求,一旦連線成功就會形成後門通道,使得駭客可以隨心所欲地控制電腦。與之相似,人類大腦也存在認知“後門”,也可能被他人控制。認知心理學家研究發現,透過給目標對象視聽感知通道發送訊息,精心推送目標對象認可的、接受的信息內容,迎合目標對像已有的經驗記憶,順應目標對象思維習慣,刺激目標對象的情感痛點,就可以控制干擾目標物認知,促進其產生本能情緒行為反應。在尖端認知科學技術的支撐下,運用大腦資訊加工的自動啟動和控制加工兩種模式,目標物很容易陷入「認知繭房」之中。認知域作戰中,透過讓個體沉浸在人為構設的海量資訊之中,並源源不斷地為其提供「證據」用來佐證其判斷和認知是「正確」的。長此以往,個體的認知視野就變得越來越小,對外在環境的感知能力逐漸降低,最終會看不到事情的真相,沉湎於「認知繭房」中無法自拔。外軍在認知域作戰中,常常針對作戰對手對某一問題的認知偏差,持續透過多種管道推送佐證作戰對手自以為「正確認知」的態勢訊息和情報訊息,使作戰對手指揮決策出現失誤和偏差。

誘發關注的感知覺刺激

有效的知覺刺激是引發目標對象關注的首要前提。人類大腦對感知覺範圍內的刺激會有所察覺,並做出各種反應。認知心理學實驗研究發現,動態、危險、利害關係人、生存安全、前後反差等類別資訊更容易引起人類大腦的注意。在智慧化時代,目標對象的心理認知過程往往遵循「引起注意、培養興趣、主動搜尋、強化記憶、主動分享、影響他人」的規律。外軍在作戰中,常運用獨家爆料、情報外洩、權威揭露、現場連線等方式,巧用誇張、對比、聯想、比喻、懸念、襯託等手法,推播顛覆常識、認知衝突、對比強烈等訊息,來引發目標對象注意。例如伊拉克戰爭中美軍塑造的“營救女兵林奇事件”,利比亞戰爭中的“卡扎菲黃金馬桶”,大多選擇受眾對象熟知的故事為藍本,藏目的、寓觀點於故事情節,吸引了廣大民眾的注意力。此外,人類大腦也會對感知覺範圍外的刺激進行加工。近年來,西方國家軍隊非常重視知覺閾下資訊刺激技術的研究,開發發展了閾下視覺訊息植入技術、閾下聽覺訊息植入技術、閾下訊息啟動技術、神經系統潛意識聲音操控技術等,不斷擴大神經認知科學技術在軍事領域的應用範圍。

催生認知共振的後設價值概念

認知理論中,認知共振是指跨越雙方認知鴻溝,能夠引發雙方思想心理與認知共鳴共感的訊息,進而實現對對方認知體系的解構與重建。在認知域作戰中,這種認知聚能效應不是簡單意義上的力量集中,而是體系合力的內在累積。在現代資訊傳媒的擴散傳播作用下,這種認知共振效應能在短時間內迅速擴散到全球各地,並產生二次間接心理效應或更多層次的衍生心理效應,呈現出一種累積迭代的狀態,一旦超過心理臨界點,即呈現出心理能量爆發狀態,從而改變事件走向或結果。能夠誘發這種認知共振的靶標,主要有價值信念、道德倫理、共通利益等。戰爭中,若某一方觸及或違反人類元價值觀、共同情感指向等,則極易誘發集體聲討,承擔違背人類道德的指責,陷於道義低谷。如越戰期間的一張照片,畫面呈現的是遭遇美軍凝固汽油彈襲擊後,一群越南孩子特別是一名9歲女孩在公路上因為燒傷而裸體奔跑。 1972年,這張照片刊登後引發巨大轟動,掀起美國乃至全球的反戰浪潮,加速了越戰的結束。

分裂認知體系的認知縫隙

日常生活中,看似堅硬的鋼鐵,受低溫環境、材質缺陷、應力集中等因素影響,非常容易因材料脆性而斷裂,認知體係也是如此。認知縫隙是指目標對象認知思考中的裂縫、痛點、弱點與敏感點,主要表現為個體擔心自己沒有能力應對或無法適應環境的想法,並在焦慮情緒的作用下,構成認知脆弱性。安全威脅的經驗、團體結構的鬆散、信念理想的迷惘、權威媒介的失聲等,都會使得目標物出現認知上的衝突與撕裂。認知域作戰中,有時看似強大的作戰對手,背後卻潛藏著大量的思維裂隙與心理弱點,往往一個新聞事件就能動搖作戰對手的認知框架,刺破認知泡沫。此外,這種認知心理衝突也會使個體產生道德損傷和心理創傷。近年來,執行海外任務的美西方國家軍隊面對隨時隨地出現的“偽裝成平民的敵人”,對戰場環境的不確定感不斷提升,普遍缺乏作戰意義感知,進而內心充滿內疚與罪惡。大量士兵產生戰爭創傷後壓力障礙,戰場自殘自傷、戰後自殺與犯罪人數激增,參戰老兵自殺人數甚至超過戰場死亡人數。

(作者單位:國防大學政治學院)唐國東

中國軍網 國防部網 // 2023年3月23日 星期四

中國原創軍事資源:https://www.81.cn/jfjbmap/content/2023-03/23/content_336888.htm

Chinese Military Training and the Metaverse: Challenges & Opportunities Coexist

中國軍事訓練與虛擬世界:挑戰與機會並存

現代英語:

 In the field of military training, the basic technology of the Metaverse has long been used as a virtual resource by the military to varying degrees. It must be acknowledged that the value and potential of the Metaverse in military training is immeasurable and is the focus of current and future military competition. However, due to the immaturity of the development of Metaverse-related technologies and their application in military training, the bright prospects are accompanied by potential risks.

1. The past and present of the military training metaverse
       
 The metaverse relies on a technology group with virtual reality technology as its core. In its early form in the military field, it is also called virtual simulation or simulated Internet. It can be said that virtual simulation training is very close to today’s concept of the metaverse and is the primary form of the military training metaverse. From ancient times to the present, the progress that has brought great influence in the field of science and technology is generally for winning wars or maintaining combat effectiveness. As the leading technology of the third scientific and technological revolution, the metaverse is used for military training in different forms of basic metaverses in the global military field.
      The US military began to deploy the “Military Metaverse” plan very early. In 1978, Jack Thorpe, a captain of the US Air Force, proposed the idea of ​​a military simulator network in his paper, hoping to establish a distributed or networked military modeling system to facilitate training. In 1983, the Advanced Research Projects Agency (DARPA) of the US Department of Defense developed the Virtual Battlefield Network Simulator (SIMNET Simulator), which uses computers to generate virtual battlefields, simulate the situation of fighting between the two sides, and summarize errors and failures. Replacing field exercises in this way saves costs to a certain extent and improves the effectiveness of training. Although the SIMNET simulator, as the earliest version, was still at a lower level of battlefield simulation, it pioneered distributed or networked modeling and simulation. By the end of the 1980s, the project reached its peak, and eventually more than 200 simulated interconnected tank and aircraft simulators based on local area networks and wide area networks were formed across the United States and across Europe, and used for large-scale training and exercises. The distributed interactive simulation (DIS) protocol developed at that time is still in use today, and through more advanced high-level architectures, different military simulations can be linked to provide a richer collective training or mission preparation experience. It can be said that the SIMNET simulator project directly or indirectly promoted the development of many key technologies of the current metaverse. Today, the US military is very interested in the metaverse that has sprung up like mushrooms after rain. The newly established military branch, the United States Space Force (USSF), wants to create a military-specific metaverse for collaborative operations, training, and mission execution. Its chief technology officer, Lisa Costa, declared: “Soldiers cannot go to space in person. The only way they can experience their own combat territory is through visual data display. The virtual reality environment will provide them with situational awareness and understand their options in order to make decisions.”
       In recent years, virtual reality and augmented reality technologies of the metaverse have been incorporated into the regular military training of the US military. In 2014, the BlueShark project developed by the Office of Naval Research and the Institute for Creative Technologies at the University of Southern California allowed soldiers to collaborate in a virtual environment to conduct driving technology training; in 2018, the US Army and Microsoft cooperated to develop an integrated visual enhancement system IVAS for soldiers to conduct regular training; in 2020, the US Navy launched the Avengers Project to conduct flight course training through virtual reality, artificial intelligence and biometric technology; in 2021, Boeing created a military aircraft training system that enables maintenance personnel to use AR technology for related simulated maintenance drills; on May 10, 2022, two US fighter pilots took a jet and completed a high-altitude prototype metaverse experiment over the California desert. Refueling operations were performed using a virtual tanker through a specially designed augmented reality display connected to a computer system that displayed a glowing image of a virtual refueling aircraft.

 (I) The US military uses virtual reality technology for military training on a large scale
       
 . At the same time, Russia is also a leader in the development of virtual training systems. Almost all of its advanced weapons and equipment are equipped with corresponding virtual training systems, and are developing in the direction of universalization and embeddedness. For example, the Sound M universal virtual training system is a universal virtual training equipment for combat personnel of surface-to-air missile weapon systems. The Tor M1 surface-to-air missile system is also equipped with a special virtual training vehicle, which can complete battlefield simulation training while searching for targets and conducting weapon operations.

 (II) The Tor M1 surface-to-air missile system is also equipped with a dedicated virtual training vehicle.
        
 In addition, other countries have also begun to explore the combination of metaverse technology and military training. The British Army has been committed to studying the use of extended reality technology, which can put more than 30 soldiers in the same virtual training scene. The British Ministry of Defense’s “Single Synthetic Environment” has used this technology in soldier training. In South Korea, a developer and supplier of a military training simulator called “Optimus Prime” completed the development of the DEIMOS military training system based on metaverse technology in 2019 and applied it to the training of the armed forces. The system can create various environments for professional military training, including precision shooting training, tactical behavior training and observation training.

       2. The inherent advantages of the metaverse in military training Military training
       
is a commonplace in the military, specifically referring to the military theory and related professional knowledge education, combat skills training and military operations exercises conducted by the armed forces and other trainees. The continuous innovation of technologies such as artificial intelligence and virtual reality has accelerated the trend of intelligentization in future wars. Single actual combat exercises in traditional forms will be difficult to meet the combat requirements under the new situation. As a huge group of new technologies, the metaverse plays an increasingly important role in military training. If training is an important support for combat effectiveness, then the primary use of the metaverse in military training is as an important “enabler” for simulation training.       Immersive experience can improve the effectiveness of battlefield environment simulation. As a practical science, military training is centered on experience and the key to training is immersion. The virtual space created by the metaverse makes people feel a “common sense of embodied presence”, allowing trainees to fully immerse themselves in the virtual space and experience a war close to reality. Battlefield environment simulation uses virtual reality technology to process battlefield element data such as battlefield terrain, battlefield personnel, weapons and equipment through computer systems, and finally creates a realistic three-dimensional battlefield environment. Soldiers are immersed in digital environments such as deserts, mountains or plateaus. Each environment has different tactics, techniques and procedures, and soldiers can constantly practice tasks. Even if the soldiers are not in the actual battlefield environment, this technology is enough to restore the authenticity of the environment. More importantly, through battlefield simulation training, not only can soldiers become familiar with the battlefield environment and obtain information to the greatest extent, but they can also improve their ability to observe things from multiple angles and solve emergencies. The US military has developed a virtual reality system called a laser sand table, which can identify and convert photos and videos sent back by satellites, and turn them into realistic three-dimensional maps, presenting the battlefield environment thousands of miles away to commanders. Before the wars in Afghanistan and Iraq, the US military used virtual reality technology to create real war scenes, including battlefield conditions, personnel appearances, etc., in order to allow soldiers to adapt to the environment in advance and improve their combat capabilities.

 (II) On the eve of the wars in Afghanistan and Iraq, the U.S. military used virtual reality technology to create real war scenes
        
. Open interconnection better supports synthetic training. The various parts of the Metaverse ecosystem can be interconnected and operated, and information can be transmitted across platforms and across the world (between virtual worlds or between the virtual world and the real world) without hindrance. Synthetic training uses the open interconnection advantage of Metaverse technology to supplement actual combat training. According to statistics, since 2015, the number of non-combat deaths in the U.S. military has exceeded the number of deaths in actual military operations each year, and many of the deaths in non-combat operations are caused by conventional military training. Therefore, the U.S. Army has begun to use Metaverse to carry out synthetic training in an attempt to establish a virtual synthetic training environment (STE) to reduce casualties in training. From urban warfare to mountain warfare, the “synthetic training environment” integrates “real-time, virtual and constructive training environments into a single synthetic training environment, and provides training functions to ground, transport and air platforms and command posts where needed.” Practice has proved that the synthetic training environment built by the metaverse, with the help of multi-sensory simulation and restoration, can help soldiers break through the limitations of theoretical learning and cognition, and improve the quality and ability of team combat coordination, injury treatment and safe evacuation. On the eve of the Iraq War, the US military stationed in Kuwait conducted synthetic training on Iraq’s urban conditions, which enhanced the soldiers’ urban combat capabilities while minimizing casualties in actual combat. The
      imaginative space stimulates innovation in military training thinking to the greatest extent. War exercises have been valued by military strategists since ancient times. During the Warring States Period, Mozi and Gongshu Ban’s deduction games of “untying belts to make a city” and “wooden pieces to make weapons” rehearsed the real situation on the battlefield, thus avoiding fighting between the two armies. In the deep scene era opened by the future metaverse, the military system will become highly intelligent, and the two sides of the war may be able to conduct war deductions in the battlefield metaverse, and even compete in the virtual world. Based on the information obtained in the virtual world, the two sides of the deduction capture and predict the changes in the battlefield through thinking processes such as association, reasoning and logical judgment, which is not only conducive to learning more war laws, but also can exercise the soldiers’ logical deduction ability. In the Gulf War of 1991, the U.S. military conducted war games based on the training level of the troops, the possible course of the war, and the time required for actual combat before implementing Operation Desert Storm. Practice has proved that the U.S. military used the problems found in this war game to transform the combat concept into an actual action plan and ultimately won. This also fully demonstrates that the real battlefield is full of uncertainties, so it is necessary to be fully prepared through continuous war exercises. Undoubtedly, it is almost impossible for the enemy and us to conduct coordinated deductions in the real world, but if the deployment of the enemy and us can be made public to a certain extent by their respective satellites, air and ground reconnaissance equipment, then at a certain time point, between two or more parties about to break out a military crisis, it is expected that the deployment of troops in the metaverse can be carried out first, and the actual military conflict can be resolved.
      The application of metaverse technology in military training can not only avoid accidental casualties during training, but also allow a single or many trainees to complete training tasks in different virtual environments without leaving home and without actual contact. And this kind of non-contact training plays a more obvious role in the regular form of the new crown epidemic.
       3. Potential risks of the metaverse in military training
      
Although the metaverse provides technical support for military training to a large extent, it should never be simply understood as a training program or considered as a means of conducting training. Even if the metaverse technology brings convenience and innovation to military training, the technology itself and its accompanying challenges and uncertainties cannot be ignored.
      The development of metaverse technology may cause security issues. The metaverse is a huge technology group. Its system architecture, core algorithms and immersive technology are still in a stage of continuous development. The supporting industry, value consensus, management standards, etc. have not yet been reached. In general, the metaverse is still a new thing, and its application in military training is even more so. Although the use of virtual training systems can reduce casualties to a certain extent, it is worth thinking about whether such training can be truly used in combat sites. It is still an unknown. And whether the technology is safe enough in operation is also an urgent problem to be solved. James Crowley of Virtual City Training Experts pointed out that computer power may be the most influential part of it. Unless the delay can be reduced to a level that does not make people uncomfortable and feels real, and unless the movement and communication data between different people can be stored in different simulators, it will not be able to provide practical training tools. At the same time, another challenge is the security issue of mutual contact between the armies of different countries in the open virtual world of the Metaverse.
      Virtual training environments are prone to cognitive illusions. Military training in the Metaverse world is the result of a contest between human intelligence and technology. War simulations and military training conducted in a virtual environment can have a powerful deterrent effect on future wars, just like “nuclear weapons”. Although it makes up for the limited senses of people at the physiological level, it also brings psychological cognitive illusions to trainees. Taking unmanned combat military training as an example, long-term combat training under a virtual system will cause the operator to have a gaming mentality. Because the audiovisual senses are out of touch with the real battlefield situation, they are alienated from the real people and society, and have a numb mentality towards the behavior of depriving others of their lives. With the continuous maturity of Metaverse technology, the interaction between the virtual world and the real world will become closer and closer, forming a mixed world that is difficult to distinguish between the real and the virtual. By then, it will not only cause a distinction dilemma for the cognitive psychology of soldiers, but also a major challenge for future military training. The
      “decentralization” of the Metaverse deviates from the traditional military training structure. In the world of the metaverse, all parties involved are virtual entities with equal status after computer processing and digitization. They can act autonomously in the metaverse, so they pursue “decentralization”. However, the traditional military training organizational structure is highly centralized and hierarchical management from top to bottom, which is contrary to the value needs of the metaverse. The US military has made a lot of efforts in pursuing “decentralized” operations, such as the “network-centric warfare” proposed in the 1990s, and the current distributed lethality and mosaic warfare. However, the traditional military training structure and thinking inertia are still obstacles to “decentralization”, and this situation is common in the armies of various countries.
     Yuval Noah Harari said in “Sapiens: A Brief History of Humankind” that humans conquer the world by relying on the ability of fiction and imagination. The metaverse gives us the ability to fiction and imagine, and at the same time, the uncertainty of the metaverse in the field of military training also increases the element of fear. Therefore, we must pay attention to innovative scientific and technological theories, develop cutting-edge metaverse technologies, continuously stimulate the potential of the military training metaverse, and at the same time improve relevant laws, regulations and moral and ethical regulations to make advance preparations for winning future intelligent wars.

國語中文:

在軍事訓練領域,元宇宙的基本技術其實早就作為一種虛擬資源,在不同程度上為軍方使用。必須承認,元宇宙在軍事訓練中的價值潛力不可估量,是當下和未來軍事領域爭鋒的焦點。但由於元宇宙相關技術的發展及其在軍事訓練中的應用尚不成熟,美好前景背後也伴隨著潛在風險。
一、軍事訓練元宇宙的前世今生
元宇宙依賴的是以虛擬實境技術為核心的技術群,在軍事領域的早期形態又稱為虛擬模擬或模擬互聯網。可以說,虛擬模擬訓練已經非常接近今天的元宇宙概念,是軍事訓練元宇宙的初級形態。從古至今,科技領域帶來巨大影響力的進步普遍都是為了贏得戰爭或保持戰鬥力。作為第三次科技革命的領導技術,元宇宙在全球軍事領域,以不同形式的基本元宇宙被用於軍事訓練。
美軍很早就開始部署「軍事元宇宙」計畫。 1978年,美空軍上尉傑克·索普在自己的論文中提出了軍事模擬器網路的構想,希望建立一個分散式或網路化的軍事建模系統方便訓練。 1983年美國防部高級研究計畫局(DARPA),開發了虛擬戰場網路模擬器(SIMNET模擬器),以電腦生成虛擬戰場,模擬雙方交戰的情形進行推演,總結錯誤和失敗。用這樣的方式取代實地演習,一定程度上節省了成本,也提高了訓練的效果。雖然SIMNET模擬器作為最早的版本仍處於較低階的戰場仿真,但卻開闢了分散式或網路化建模仿真的先河。到了20世紀80年代末,該計畫達到頂峰,最終落地形成200多個遍布美國、橫跨歐洲,基於區域網路和廣域網路的模擬互聯坦克和飛機模擬器,並用於大規模訓練與演習。而當時開發的分散式互動式模擬(DIS)協議,至今仍在使用,並且透過更先進的高階體系結構,可以連結不同的軍事模擬,以提供更豐富的集體訓練或任務準備體驗。可以說SIMNET模擬器專案直接或間接推動了當前元宇宙的許多關鍵技術的發展。時至今日,美軍對如雨後春筍般崛起的元宇宙興趣正濃,新成立的軍種——美國太空部隊(USSF)欲打造軍事專用元宇宙,用於協同作戰、訓練、執行任務。其技術主管利薩·科斯塔宣稱:「軍人們並不能親自上太空,他們體驗自身作戰疆域的唯一途徑就是視覺數據顯示,虛擬現實環境會為他們提供態勢感知,並了解自己的選項,以便做出決策。
近年來,元宇宙的虛擬實境和擴增實境技術已納入美軍的常規軍事訓練。 2014年,南加州大學海軍研究辦公室和創意技術研究所開發的BlueShark項目,讓士兵在虛擬環境中協作配合,進行駕駛技術訓練;2018年,美陸軍與微軟合作開發了一款集成視覺增強系統IVAS ,供士兵進行常規訓練;2020年,美海軍又推出了復仇者計劃,透過虛擬現實、人工智慧以及生物識別技術,開展飛行課程培訓;2021年,波音公司打造了一個軍用飛機培訓系統,使維修人員利用AR技術進行相關模擬維修演練;2022年5月10日,兩名美軍戰鬥機飛行員乘坐噴射機,在加州沙漠上空完成了一次高空原型元宇宙實驗。透過特製的擴增實境顯示器,連接到一個虛擬加油飛機發光影像的電腦系統,使用虛擬加油機進行了加油操作。
(一)美軍大量採用虛擬實境技術進行軍事訓練
同時,俄羅斯在虛擬訓練系統的開發上也是領先者,其先進武器裝備幾乎都配有相應的虛擬訓練系統,並且正在朝著通用化和嵌入式的方向發展。如音色M通用虛擬訓練系統就是用於地對空飛彈武器系統作戰人員的通用虛擬訓練裝備。道爾M1型地對空飛彈系統也配備有專用虛擬訓練車,可在目標搜尋和武器作戰的同時完成戰地模擬訓練。

(二)道爾M1型地空飛彈系統也配備有專用虛擬訓練車
此外,其他國家也紛紛開始探索元宇宙技術與軍事訓練的結合。英陸軍一直致力於研究擴展實境技術的使用,可以讓30多名士兵處於相同的虛擬訓練場景。英國防部的「單一合成環境」已經在士兵訓練中使用了這項技術。在韓國,一家名為「擎天柱」的軍事訓練模擬器的開發商和供應商,在2019年完成了基於元宇宙技術的DEIMOS軍事訓練系統研發並應用於武裝部隊的訓練。該系統能夠為專業軍事訓練創造各種環境,包括精準射擊訓練、戰術行為訓練和觀察訓練。
二、軍事訓練元宇宙的內在優勢
軍事訓練乃是兵家常事,具體指武裝力量及其他受訓對象所進行的軍事理論及相關專業知識教育、作戰技能教練和軍事行動演練的活動。人工智慧、虛擬實境等技術的不斷革新,加速了未來戰爭的智慧化趨勢。傳統形式下的單一實戰演練將難以滿足新情勢下的作戰要求。而元宇宙作為一個龐大的新技術群,在軍事訓練中扮演越來越重要的角色。如果說訓練是戰鬥效能的重要支撐,那麼元宇宙在軍事訓練中的首要用途便是作為模擬訓練重要的「賦能器」。
沉浸式體驗能夠提升戰場環境模擬效能。軍事訓練作為實踐科學,訓練的核心在體驗,訓練的關鍵在沉浸。元宇宙所創造的虛擬空間,使人感受到一種“共同的具身在場感”,讓受訓者完全沉浸虛擬空間,體驗一場接近真實的戰爭。戰場環境模擬正是利用虛擬實境技術,透過電腦系統對取得的戰場要素資料如戰場地形、戰場人員、武器裝備等進行處理,最終創設出逼真的立體戰場環境。士兵們沉浸在沙漠、山區或高原的數位環境中,每個環境都有不同的戰術、技術和程序,士兵們可以不斷地演練任務。即便士兵不是在實際的戰場環境中,但這項技術足以還原環境的真實度,更重要的是透過戰場模擬訓練,不僅能夠讓士兵熟悉戰場環境,最大程度獲取信息,而且還能提升其多角度觀察事物、解決突發狀況的能力。美軍目前已研發出一款被稱為雷射沙盤的虛擬實境系統,能夠辨識和轉換衛星發回的照片和錄像,並將其轉變成逼真的立體地圖,將遠在千里外的戰場環境呈現給指揮員。在阿富汗戰爭和伊拉克戰爭前夕,美軍都採用了虛擬實境技術來打造真實的戰爭場景,包括戰地狀況、人員樣貌等。旨在讓士兵提前適應環境,提升作戰能力。

(一)元宇宙所創造的虛擬空間,使人感受到一種“共同的具身在場感”

(二)在阿富汗戰爭和伊拉克戰爭前夕,美軍都採用了虛擬實境技術打造真實的戰爭場景
開放式互聯較能支撐合成訓練開展。元宇宙生態系統各部分之間可以實現相互連接和操作,資訊可以暢通無阻地實現跨平台和跨世界傳輸(在虛擬世界之間或虛擬世界與現實世界之間)。合成訓練正是利用元宇宙技術的這一開放式互聯優勢,來實現實戰訓練的補充。根據統計,從2015年開始,美軍每年的非戰鬥死亡人數超出了在實際軍事行動中犧牲的人數,而在非戰鬥行動中喪生的人員很多是由常規軍事訓練造成的。因此,美陸軍已經開始採用元宇宙進行合成訓練,試圖建立虛擬合成訓練環境(STE)來減少訓練中的傷亡。從城市作戰到山地作戰,「合成訓練環境」將「即時、虛擬和建設性的訓練環境整合到一個單一的合成訓練環境中,並在有需要的地方向地面、運載和空中平台以及指揮所提供訓練功能」。實務證明,透過元宇宙建構的合成訓練環境,藉助多感官模擬還原,能夠幫助戰士突破理論學習和認知局限,提升團隊作戰協同、傷情處置和安全撤離等素質和能力。伊拉克戰爭前夕,駐紮在科威特的美軍就對伊拉克的城市狀況進行了合成訓練,增強了士兵城市作戰能力的同時,把實戰中的傷亡降到了最低。
想像性空間最大程度激發軍事訓練思維創新。戰爭演習自古就受到兵家重視,戰國時期墨子和公輸班「解帶為城」「木片為械」的推演遊戲將戰場上的真實情況演練出來,從而避免了兩軍交戰。在未來元宇宙開啟的深度場景時代,軍事體系將走向高度智慧化,作戰雙方或許能在戰場元宇宙進行戰爭推演,甚至在虛擬世界一決高下。推演雙方根據虛擬世界獲取的信息,透過聯想、推理和邏輯判斷等思維過程,對戰場風雲變化進行捕捉和預判,不僅有利於習得更多戰爭規律,還能夠鍛鍊士兵的邏輯推演能力。 1991年的海灣戰爭中,美軍就在實施「沙漠風暴」行動前,根據部隊的訓練水準和可能的戰爭進程,以及實際作戰所需時間進行了兵棋推演。實踐證明,美軍借助這次兵棋推演發現的問題,將作戰設想轉化為實際行動方案,最終取得勝利。這也充分說明了真實的戰場充滿了種種不確定性,因此需要透過不斷進行戰爭演習來做好充分準備。毋庸置疑,敵我雙方在現實世界中進行協同推演幾乎是不可能的,但若敵我雙方的兵力部署可以被各自的衛星、空中和地面偵查設備進行一定程度的公開,那麼在某個時間節點,在即將爆發軍事危機的雙方或多方之間,先在元宇宙中進行排兵布陣,可以化解現實的軍事衝突則有望實現。
元宇宙技術在軍事訓練中的應用不僅可以避免訓練中的人員意外傷亡,還可以讓單一或眾多參訓者在足不出戶,無需實際接觸便可在不同虛擬環境下完成訓練任務。而這種非接觸式訓練在新冠疫情的常規化形態下,所扮演的角色更加明顯。
三、軍事訓練元宇宙的潛在風險
元宇宙在很大程度上雖然為軍事訓練提供技術支撐,但絕不能僅僅將其簡單地理解為一種訓練項目,或者被認為是一種開展訓練的手段。即使元宇宙技術為軍事訓練帶來便利和創新,也不能忽視科技本身及其伴生的挑戰和不確定性。
元宇宙技術發展或引發安全問題。元宇宙是一個龐大的技術群,其體系架構、核心演算法和沈浸技術等尚處於不斷開發的階段,配套產業、價值共識、管理標準等還沒有達成,總的來說,元宇宙還是一個新事物,在軍事訓練中的應用更是如此。儘管使用虛擬訓練系統能夠在一定程度上減少傷亡,但值得思考的是這樣的訓練是否能夠真正用於作戰現場,目前仍是一個未知數。而技術在運作中是否夠安全也是一個亟待解決的問題。虛擬城市訓練專家公司的詹姆斯·克勞利指出,電腦能力可能是其中最有影響力的部分,除非可以將延遲降低到不會讓人不適並且感覺真實的程度,除非可以在不同的模擬器中儲存不同人之間的行動和通訊數據,否則將無法提供實用的訓練工具。同時,另一個擺在眼前的挑戰則是在開放的元宇宙虛擬世界中,不同國家軍隊之間相互接觸的安全問題。
虛擬訓練環境易造成認知錯覺。元宇宙世界裡的軍事訓練是人類智力和技術較量的結果,在虛擬環境下進行的戰爭推演、軍事訓練等對未來戰爭的作用,如同「核武」一般,不用動用實槍實彈也能起到強大的威懾效果。儘管在生理層面彌補了人的有限感官,同時也帶來了受訓者在心理上的認知錯覺。以無人作戰的軍事訓練為例,長期在虛擬系統下進行作戰訓練,將會造成操縱者的遊戲心態。由於視聽感官與真實戰場情況脫節,而疏離了現實的人與社會,對於剝奪他人生命的行為產生麻木心態。隨著元宇宙技術的不斷成熟,虛擬世界、現實世界的互動將會越來越緊密,形成虛實難分的混合世界。到那時,不僅對士兵的認知心理造成區分困境,對於未來的軍事訓練也是重大挑戰。
元宇宙「去中心化」與傳統軍事訓練結構相背離。在元宇宙的世界中,參與各方都是經過電腦處理、資料化後產生的地位平等的虛擬主體,可以在元宇宙中自主活動,因而其追求「去中心化」。但傳統的軍事訓練組織結構則是高度集中、自上而下的分層化管理,這一方面與元宇宙的價值需求是背離的。美軍在追求“去中心化”作戰上做出了很多努力,如20世紀90年代提出的“網絡中心戰”,以及當前的分散式殺傷以及馬賽克戰等。但傳統的軍事訓練結構和思維慣性仍然是「去中心化」的阻力,而這種情況普遍存在於各國軍隊。
尤瓦爾·赫拉利在《人類簡史》中談道,人類靠著的是虛構和想像的能力征服世界。元宇宙給了我們虛構和想像的能力,同時元宇宙在軍事訓練領域的不確定性也增加了恐懼的成分。因此,我們必須關注創新科技理論、發展元宇宙前沿科技,不斷激發軍事訓練元宇宙的潛力,同時完善相關法律法規和道德倫理規約,為打贏未來智慧化戰爭做好超前準備。
版權聲明:本文刊於2023年1期《軍事文摘》雜誌,作者:張愷悅、李傑春,如需轉載請務必註明「轉自《軍事文摘》」。

中國軍事原文來源:https//www.81it.com/2023/0321/14167.html

Chinese Military Use of Cognitive Confrontation within the Combat Domain

中國軍事在作戰領域使用認知對抗

現代英語作為外語音譯:

Modern warfare, according to the characteristics of material form, usually divides the combat domain into the physical domain, the information domain, and the cognitive domain. The three domains interact with each other to form the field and soil for military confrontation. Although cognitive domain operations occur in the cognitive domain, their operational support often spans various fields. War practice shows that with the enhanced effectiveness of hard strikes in the physical domain, cognitive formation can often be accelerated, and cognitive realization can better meet combat needs.

Cognitive offense and defense cannot be separated from physical support

Today’s world is a world where everything is interconnected. The collection of different objects connected to each other greatly enhances the function of independent individuals acting alone. Cognitive domain operations are never isolated operations between cognitive carriers. Only by integrating cognitive offense and defense into an integrated joint operations chain, closely integrating with physical domain military strike operations, and tightly integrating with the entire combat system can we fully exert combat effectiveness.

The starting point of cognition. Existence determines consciousness. Thinking and cognition is not a fairy from the sky, but a true or tortuous reflection of the real world. Without the foundation of the material world, thinking and cognition will lose the source of information, the basis for analysis and judgment, and the accuracy of decision-making and action, making it difficult for people to trust, recognize, and rely on. Even the most psychedelic science fiction wars still have references to real combat targets, specific combat objectives, and corresponding combat paths. Therefore, intelligence reconnaissance analysis has become an indispensable and important link for commanders to organize troops and plan. “Without investigation, there is no right to speak” is regarded as a golden rule that must be followed in decision-making. Battlefield simulation simulations have become an important step for the success of combat operations. In history, most of the combat commands of accomplished generals and classic combat cases that can withstand the test of history and practice are all based on full investigation and research and scientific intelligence analysis. Without the hard-core support of the real world, “human beings think about , and God laughs.”

The basis of cognitive effects. A golden rule of operations in the cognitive domain is that soft power at the cognitive level must be supported by hard strikes at the physical level in order to ensure and strengthen its effect. Strong military pressure is a necessary prerequisite for cognitive means to work, and continuous victory on the battlefield is the core support for winning cognitive wars. If the United States does not have the high-pressure pressure of its super comprehensive national strength and superior technology, its “Star Wars Plan” may not really work. If cognitive domain operations lack the support of specific military operations in the physical domain, they will never produce the good effects of doubting, confusing, deterring, and defeating the enemy. To grasp the initiative in thinking and cognition and to take the initiative in cognitive domain operations, we must not only strengthen the construction of cognitive ontology, improve the ability to directly use strategies and technical means to strengthen self-protection, intervene and influence the opponent’s thinking and cognition, but also actively strive to The physical domain leverages the conduction effect of military operations in the physical domain to enhance thinking and cognition.

The starting point for cognitive realization. Marxism believes that once theory grasps the masses, it will also become material force. From the perspective of combat in the cognitive domain, spiritual creation at the superstructure level of cognition will not automatically turn into material power. Only by being attached to a certain material carrier and practical grasp can it be possible to realize spiritual to material and consciousness. A critical leap into existence. Just as in World War II, if the German army had not bypassed the Maginot Line, broke through the Ardennes Forest, and launched a surprise attack into the French hinterland, it would have been impossible to demonstrate the foresight of the cognitive achievement of the “Manstein Plan”; similarly, if there had been no Allied Forces, The military’s successful landing in Normandy, which invaded the east and west, also failed to highlight the ingenuity of the “overlord plan” strategy of “building plank roads openly and concealing warehouses secretly”. Thinking and cognition are transmitted through people to specific military operations in the physical domain, and then the specific military operations in the physical domain realize the material transformation of cognitive results, forming the fundamentals of the two-way interaction between cognitive offense and defense and military strikes in the physical domain.

The basic method of physical attack to support cognitive offense and defense

The methods and methods used by military strikes in the physical domain to support cognitive offense and defense follow the general law that matter determines consciousness and existence determines thinking. The basic methods can be divided into enhanced support, confirmation support and realization support.

Enhanced support. Military strikes in the physical domain strengthen the formation and development of thinking and cognition. Although thinking and cognition depend on the quality of the cognitive carrier itself, it will be difficult to achieve without the support of military operations in the physical domain. The most basic role of military operations in the physical domain in the cognitive domain is to provide solid support for the formation and development of thinking and cognition. Thinking and cognition can only be stable and far-reaching if it is based on real physical actions. For example, in the early days of the Korean War, when the Korean People’s Army was overwhelming, our army’s combat staff Lei Yingfu and others accurately predicted the landing of the US military based on the war situation, geographical and weather characteristics of the Korean Peninsula, especially the various actions of the US and South Korean troops at that time, etc. time and location. Similarly, Li Qiwei of the “United Nations Army” also made a judgment on the “worship offensive” based on the logistics support, weapons and equipment, and tactical use of the volunteers, and used “magnetic tactics” to fight me. These are all enhancements to the formation and development of thinking and cognition caused by combat in the physical domain.

Confirmation type support. Military strikes in the physical domain confirm preset thinking, precognition, and prejudgment. Cognitive attack and defense does not only occur at the cognitive level, but is the interaction between cognition and practice. War is a “place of life and death, a way of survival”. If one’s cognitive decision-making cannot be verified in many directions at the practical level, then acting rashly is the greatest irresponsibility for war. During the revolutionary war years, our military’s decision-makers were always under the control of the overall strategy and gave front-line commanders the power to act as appropriate and in accordance with the overall strategic direction principle. This is a positive confirmation of strategic thinking. During the Second World War, the Allies used “false facts” to mislead, constantly shaping and strengthening the German army’s misunderstanding of the Allied landing sites on the European continent, and finally successfully landed in Normandy with minimal cost. This was a counter-attack. To confirm.

Implementation support. Provide direct physical support for the realization of thinking, cognition, judgment and decision-making. Thinking and cognition must be transformed into actual results that change the world. The thinking and cognition acting on the opponent is not the end but a new starting point. Next, it must be acted upon in the physical world through “skilled hands” and “brave heart”. In other words In short, it is to provide direct physical action support for the value realization of thinking and cognition. This is just like Zhuge Liang’s clever plan, no matter how brilliant it is, if there is no implementation by the “Five Tiger Generals” and other Shu Han soldiers, it can only remain at the cognitive level of talking on paper. No matter how efficiently the first three parts of the “OODA” loop operate, if the execution link “A” is missing, it will be a “dead loop”. Similarly, the results of our military’s command decisions also depend on the resolute, thorough, and creative execution of the officers and soldiers. The quality and efficiency of the execution directly determines the effectiveness of the implementation of the command decisions. In this regard, physical actions at the execution level are of extremely important practical significance.

Effectively strengthen the interaction between cognitive offense and defense and physical strikes

Thinking and cognition must rely on the support of physical actions, which is an objective law that is independent of human will. It is an extremely important task to strengthen the communication and interaction between thinking and cognition and physical strikes to make our thinking and decision-making more targeted, objective and operable, so as to better transform cognitive advantages into action advantages and winning advantages. .

Be more proactive and solidify your cognitive foundation. Whether the thinking and cognition is correct depends fundamentally on its compatibility with objective reality and its applicability to combat opponents. Only thinking and cognition based on full investigation and research, seeking truth from facts and comparative advantages can stand the test of practice and actual combat. The practice of absolute, sacred, and nihilistic thinking or generals’ genius, wisdom, and inspiration is idealistic, one-sided, and harmful. This requires that we must work hard to base our thinking and cognition on the basis of extensive investigation, research and intelligence analysis, and truly understand the enemy’s situation, our situation, and other people’s situations, truly know our enemies and ourselves, know everything we should know, and adapt to local conditions. The camera moves. At the same time, we must combine reading books without words with books with words, unify indirect theory with living practice that is constantly developing and changing, and dialectically recognize past experiences and lessons and other people’s experiences and lessons, so that they become our own knowledge. Help instead of shackles, assist instead of dominate.

Be more proactive and strengthen cognitive rationality. Correct understanding that can withstand the long-term test of practice and actual combat comes from practice and is strengthened through feedback from practice. Cognitive practical experience is only the basic material for obtaining correct cognition. To form scientific cognition, we need to further eliminate the false and preserve the true in the repeated collision and verification of consciousness and matter, thinking and existence, in order to improve cognitive rationality. It is wrong and even fatal to think that true knowledge can be obtained once and for all from only local situations, fragmented information and individual periods of time. In the Battle of Chibi in ancient China, Cao Cao’s side only came to the understanding of conjoining warships from the common sense that iron cables can balance the shaking of the ship’s hull, but did not confirm it from the actual combat effects or consequences of concatenating warships. If you don’t know how to recreate, you will easily tie up the ship with iron ropes and tie yourself up, and ultimately end up in the disastrous defeat of “burning Red Cliff”. Times have changed, and the enemy situation on the modern battlefield is ever-changing. There has never been an unchanging cognitive practice, nor a once-and-for-all cognitive achievement. It can only strip away impurities and extract the essence from material to cognitive to material confirmation for re-cognition. , can we return to rationality.

Be more proactive in objectifying cognitive outcomes. Cognitive achievements are only the result of thinking and consciousness nurtured in cognitive carriers. Without timely and effective material transformation, it will be like walking at night wearing brocade clothes or hiding treasures in the mountains, and it will be difficult to demonstrate its own value. Thinking and cognition are based on physical actions, and ultimately rely on specific actions in the physical domain before they can be materialized and transformed into actual results that change the subjective and objective worlds. This requires us to not only consolidate the cognitive foundation and strengthen cognitive rationality, but also improve the operability of cognitive decision-making and planning as much as possible, opening the door for smoother materialization and transformation. At the same time, efforts must be made to improve the execution capabilities of decision-making and deployment executors, so that they can correctly understand the intention of decision-making, creatively adopt appropriate methods based on specific realities, and maximize the implementation of cognitive results and operational decision-making plans to the end. Be a good “ferryman” and “bridge across the river” that connects and transforms cognitive results with combat effectiveness.

(Author’s unit: Military Political Work Research Institute, Academy of Military Sciences)

原始繁體中文:

現代戰爭根據物質形態的特點,通常將作戰域分為物理域、資訊域和認知域。 這三個領域相互作用,形成軍事對抗的場域和土壤。 認知域操作雖然發生在認知領域,但其操作支援往往跨越各領域。 戰爭實踐表明,隨著物理領域硬打擊效能的增強,往往可以加速認知形成,認知實現更能滿足作戰需求。

認知攻防都離不開物質支撐

當今世界是一個萬物互聯的世界。 相互連結的不同物體的集合極大地增強了獨立個體單獨行動的功能。 認知域操作從來都不是認知載體之間孤立的操作。 將認知攻防融入一體化聯合作戰鏈,與物理域軍事打擊行動緊密結合,與整個作戰體系緊密結合,才能充分發揮戰鬥力。

認知的起點。 存在決定意識。 思維和認知不是天上來的仙女,而是現實世界的真實或曲折的反映。 離開了物質世界的基礎,思考和認知就會失去資訊的來源、分析判斷的基礎、決策和行動的準確性,使人難以信任、認知、依賴。 即使是最迷幻的科幻戰爭,仍然會參考真實的作戰目標、具體的作戰目標以及相應的作戰路徑。 因此,情報偵察分析成為指揮組織部隊、規劃不可或缺的重要環節。 「沒有調查就沒有話語權」被視為決策必須遵循的金科玉律。 戰場模擬模擬已成為作戰行動成功的重要一步。 歷史上,大部分功將的作戰指揮和經得起歷史和實踐檢驗的經典作戰案例,都是建立在充分調查研究和科學情報分析的基礎上的。 沒有現實世界的硬派支撐,「人類一思考,上帝就笑」。

認知效應的基礎。 認知領域作戰的一條金科玉律是,認知層面的軟實力必須有實體層面的硬實力支撐,才能確保並強化其效果。 強大的軍事壓力是認知手段發揮作用的必要前提,戰場上的持續勝利是贏得認知戰爭的核心支撐。 如果美國沒有超強的綜合國力和優越的技術的高壓壓力,其「星際大戰計畫」可能無法真正發揮作用。 認知域作戰如果缺乏物理域具體軍事行動的支撐,永遠不會產生疑、迷、震懾、克敵的良好效果。 要掌握思維認知的主動權,掌握認知域作戰的主動權,不僅要加強認知本體建設,提高直接運用策略和技術手段加強自我保護、幹預和影響對手的能力。思維和認知,還積極努力在物理領域利用軍事行動在物理領域的傳導效應,增強思維和認知。

認知實現的起點。 馬克思主義認為,理論一旦掌握了群眾,也就成為物質力量。 從認知領域的戰鬥來看,認知上層建築層面的精神創造並不會自動轉化為物質力量。 只有執著於一定的物質載體和實踐把握,才有可能實現精神到物質、意識的轉變。 實現的關鍵飛躍。 正如二戰時,如果德軍沒有繞過馬其諾防線,突破阿登森林,向法國腹地發起奇襲,就不可能展現「德軍認知成就」的先見之明。曼斯坦計畫」; 同樣,如果沒有盟軍,軍隊在東西兩進的諾曼第成功登陸,也未能凸顯出「明修棧道、暗藏倉庫」的「霸王計畫」戰略的巧妙之處。 思維認知透過人傳遞到物理域的具體軍事行動,再由物理域的具體軍事行動實現物質轉化。

認知結果,形成認知攻防和物理領域軍事打擊之間雙向互動的基礎。

物理攻擊支撐認知攻防的基本方法

物理領域軍事打擊支持認知攻防所採用的手段和方式,遵循物質決定意識、存在決定思維的一般法則。 基本方式可分為增強支援、確認支援和變現支援。

增強支援。 物理領域的軍事打擊加強了思維和認知的形成和發展。 思維認知雖然依賴認知載體本身的品質,但如果沒有物理領域軍事行動的支持,就很難實現。 物理領域軍事行動在認知領域最基本的作用就是為思考認知的形成與發展提供堅實的支持。 思考和認知只有建立在真實的身體行動的基礎上,才能穩定、深遠。 例如,朝鮮戰爭初期,朝鮮人民軍勢不可擋時,我軍作戰參謀雷英夫等人根據朝鮮半島戰局、地理、天氣特點,準確預測了美軍登陸,尤其是當時美軍和韓國軍隊的各種行動等等時間地點。 同樣,「聯合國軍」的李奇偉也根據志願軍的後勤保障、武器裝備、戰術運用等,對「拜拜攻勢」做出了判斷,用「磁性戰術」與我作戰。 這些都是物理領域的戰鬥對思維認知的形成與發展的增強。

確認類型支援。 物理領域的軍事打擊證實了預設的思維、預知和預判。 認知攻防不僅發生在認知層面,而是認知與實踐的互動。 戰爭是「生死之地,生存之道」。 如果一個人的認知決策無法在實踐層面得到多方位的驗證,那麼輕舉妄動就是對戰爭最大的不負責任。 革命戰爭年代,我軍決策層始終處於整體戰略的掌控之中,賦予第一線指揮官依照整體戰略方向原則酌情行動的權力。 這是對戰略思維的正面肯定。 二戰期間,盟軍利用「虛假事實」進行誤導,不斷塑造並強化德軍對歐洲大陸盟軍登陸地點的誤解,最終以最小的成本成功登陸諾曼第。 這是一次反擊。 確認。

實施支援。 為思維、認知、判斷和決策的實現提供直接的物質支持。 思維和認知必須轉化為改變世界的實際結果。 作用於對手的思維和認知不是終點而是新的起點。 接下來,必須透過「巧手」和「勇敢的心」在物質世界中付諸行動。 換句話說,簡而言之,就是為思考認知的價值實現提供直接的身體行動支撐。 這就像是諸葛亮的巧妙計劃,無論多麼輝煌,如果沒有「五虎將」和其他蜀漢將士的實施,也只能停留在紙上談兵的認知層面。 無論“OODA”循環的前三部分運行得多麼高效,如果缺少執行環節“A”,那麼這將是一個“死循環”。 同樣,我軍指揮決策的結果也取決於官兵的堅決、徹底、創造性執行。 執行的品質和效率直接決定指揮決策的執行效果。 就此而言,執行層面的身體動作具有極為重要的現實意義。

有效加強認知攻防與身體打擊的互動

思考和認知必須依靠身體動作的支持,這是不依賴人的意志的客觀規律。 加強思考認知與身體打擊的溝通互動,使我們的思維和決策更加具有針對性、客觀性和可操作性,從而更好地將認知優勢轉化為行動優勢和製勝優勢,是一項極其重要的任務。 。

更加積極主動並鞏固您的認知基礎。 思維認識是否正確,從根本上取決於它是否符合客觀現實,是否適用於打擊對手。 唯有思考

而充分調查研究、實事求是、比較優勢的認識是經得起實踐和實戰檢驗的。 實行絕對的、神聖的、虛無的思想或將軍的天才、智慧、靈感,是唯心主義的、片面的、有害的。 這就要求我們必須努力把思維認識建立在廣泛調查研究和情報分析的基礎上,真正了解敵情、我情、他人情,真正知己知彼、知己知彼。應該了解並因地制宜。 相機移動。 同時,要把閱讀無字書與有字書結合起來,把間接理論與不斷發展變化的生活實踐結合,辯證地認識過去的經驗教訓和別人的經驗教訓,使之成為我們自己的經驗教訓。知識。 幫助而不是束縛,協助而不是支配。

更積極主動,強化認知理性。 經得起實踐和實戰長期檢驗的正確認識來自於實踐,並透過實踐的回饋得到強化。 認知實務經驗只是獲得正確認知的基礎材料。 形成科學認知,需要在意識與物質、思考與存在的反覆碰撞與驗證中進一步去偽存真,以提高認知理性。 認為只有從局部情況、碎片資訊和個別時期才能一勞永逸地獲得真正的知識是錯誤的,甚至是致命的。 在中國古代的赤壁之戰中,曹操一方只是從常識中得出了連體戰船的認識,即鐵纜可以平衡船體的晃動,但並沒有從實戰效果或連體後果中證實這一點。軍艦。 如果不懂得再造,很容易就會用鐵繩把船綁起來,把自己綁起來,最後落得「火燒赤壁」的慘敗。 時代變遷,現代戰場敵情瞬息萬變。 從來沒有一成不變的認知實踐,也沒有一勞永逸的認知成就。 它只能從物質中剔除雜質,提取精華,去認知,去物質確認,重新認知。 ,我們能否回歸理性。

更主動地客觀化認知結果。 認知成就只是認知載體中孕育思考和意識的結果。 如果沒有及時有效的物質改造,就會像穿著錦衣走夜路或藏寶藏山一樣,很難展現出自身的價值。 思維和認知是以物理行為為基礎的,最終要依靠物理領域的具體行為才能具體化,轉化為改變主觀世界和客觀世界的實際結果。 這就要求我們不僅要夯實認知基礎、強化認知理性,還要盡可能提高認知決策和規劃的可操作性,為更順利的物化和轉化打開大門。 同時,要努力提高決策部署執行者的執行能力,使他們能夠正確理解決策意圖,根據具體實際創造性地採取適當的方法,最大限度地落實認知結果和經營決策計劃進行到底。 當好認知結果與戰鬥力銜接轉化的「擺渡人」、「過河橋樑」。

(作者單位:軍事科學學院軍事政治工作研究所)

中國軍事資料來源:https://www.81.cn/jfjbmap/content/2022-12/06/content_38888.htm