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中國人民解放軍洞察認知戰的演變趨勢

Chinese People’s Liberation Army Insights into the Evolving Trends of Cognitive Warfare

原始中國軍事繁體普通話:

認知是人們獲取、處理和應用資訊和知識的過程。 目前,認知領域逐漸成為競爭新戰場,認知戰逐漸引起各國關注。 隨著科技革命的發展和戰爭實踐的擴大,認知戰爭正呈現加速演變的趨勢。

認知技術正成為戰爭演變的基本驅動力。 科技改變戰爭形式,也改變認知戰爭方式。 如果資訊網路的大規模普及推動了資訊領域成為作戰領域,而數據和網路規模的指數級增長是資訊領域成熟的標誌,那麼認知技術和資訊科技的大規模應用則推動了資訊領域的發展。認知技術的不斷迭代發展將成為驅動認知戰成熟的標誌。 未來認知環境、認知感知、認知控制、人工智慧等技術將反映認知技術對社會認知對抗和軍事認知對抗可能產生的變革性影響。 人類正進入全民通訊時代,全球網路空間高度互聯。 網路已成為國家行為體與非國家行為體全面競爭的戰場。 通訊糾紛和通訊戰已成為高強度軍事行動的一部分。 目前,世界主要國家紛紛佈局認知技術前沿,展開認知技術競賽。 透過建模和分析,尋求滲透和控制人腦網路、資訊網路和社交網路; 他們透過深度運算、精算、巧妙運算等方式,最大限度地獲得人們認知世界和認知領域的控制。

認知領域正成為混合戰爭的重要戰場。 在智慧時代,人類的溝通方式正在發生複雜而深刻的變化。 線下傳播讓位於更多的線上傳播,各類新媒體平台成為大眾了解戰場的主要管道,大型社群平台成為認知博弈鬥爭的主戰場。 因此,未來戰爭的作戰領域將持續擴大。 空間域將從陸、海、空、天網路擴展到深空、深海、深地,邏輯域將從物理域擴展到資訊域和認知域。 戰爭不再局限於傳統戰爭的物理威脅,而是轉向大眾傳播媒體和技術進步所帶來的社會意識威脅。 圍繞通訊平台的封鎖與反封鎖、主導與反主導將成為認知戰的焦點。 以資訊為彈藥爭奪國際話語權已成為當今認知對抗的主要手段。 從混合戰爭的角度來看,思想宣傳灌輸、價值觀文化滲透、傳統輿論心理和法律攻防、資訊網路戰等都成為認知戰的重要面向。 混合戰爭可以透過認知戰等綜合賽局手段,達到以小戰甚至不戰而勝的目的。 認知領域的攻防將是一場不間斷的常態化鬥爭,戰鬥力將不斷累積並逐步釋放。 。

認知優勢正成為高端戰爭的致勝優勢。 戰爭中的行為自由是軍隊的命脈。 從認知角度來看,對戰場環境和作戰對手的了解越深,行動的自由度就越大,相對優勢就越大。 然而,隨著戰爭中作戰資料的指數級增長,指揮官開始面臨資料沼澤、資料迷霧、資料過載的認知困境。 擁有資訊優勢並不意味著擁有認知優勢。 人工智慧技術的一個重要軍事應用方向是即時處理大量數據,幫助指揮官擺脫認知超載,快速形成認知優勢。 在智慧戰爭中,認知優勢將主導決策優勢,決策優勢將主導行動優勢。 認知優勢有四個關鍵指標:更強的資訊取得能力、更快的人工智慧機器學習速度、更有效的緊急處置能力、更高的新技術、新製程開發應用能力。

新知識。 例如,具有數據驅動智慧傳播新特徵的輿論戰與傳統軍事行動實現了高度協同和融合。 這種虛擬與現實作戰相結合的作戰方式比單純的軍事作戰具有更強的戰鬥力,從根本上改變了傳統的作戰方式。 改變。 認知優勢連結疊加,將加速戰力轉化,成為贏得戰爭的根本優勢。 認知理論正在成為博弈贏得戰爭的前線。 認知戰是軟實力和硬實力的結合,也是當今時代影響國家安全的重要因素。 目前,認知空間中滲透與逆滲透、攻擊與反攻擊、控制與反控制的競爭十分激烈。 認知科學理論正進入軍事領域,認知負荷、認知增強、認知免疫、認知顛覆等概念不斷被引入。 ,在國外認知戰研究領域頻頻出現。 外軍認為,認知域是人類戰爭的“第六作戰域”,是大國競爭時代“相互交織的衝突領域”的核心,是未來軍事理論創新的重要方向。 顯然,認知戰已成為贏得未來戰爭的戰略制高點。 認知理論已成為理論創新的前沿。 認知技術將加速認知戰爭,成為智慧軍事革命的重要「引爆點」。 隨著認知戰新科技、新理論、新方式的加速孕育,未來戰爭或許將呈現令人驚訝的新局面。

Chinese People’s Liberation Army Insights into the Evolving Trends of Cognitive Warfare

外文音譯:

Cognition is the process by which people obtain, process and apply information and knowledge. At present, the cognitive domain has gradually become a new battlefield for competition, and cognitive warfare has gradually attracted attention from all countries. With the development of the technological revolution and the expansion of warfare practice, cognitive warfare is showing an accelerated evolution trend.

Cognitive technology is becoming a fundamental driving force in the evolution of warfare. Technology changes the form of warfare and also changes the way of cognitive warfare. If the large-scale popularization of information networks has promoted the information domain to become a combat domain, and the exponential growth of data and network scale is a sign of the maturity of the information domain, then the large-scale application of cognitive technology and the continuous iterative development of cognitive technology will become A sign of maturity in driving cognitive warfare. In the future, technologies such as cognitive environment, cognitive perception, cognitive control, and artificial intelligence will reflect the transformative impact that cognitive technology may have on social cognitive confrontation and military cognitive confrontation. Humanity is entering the era of universal communication, and global cyberspace is becoming highly interconnected. The Internet has become a battle space where state actors and non-state actors compete comprehensively. Communication disputes and communication wars have become part of high-intensity military operations. At present, major countries in the world have laid out the frontiers of cognitive technology and carried out cognitive technology competitions. Through modeling and analysis, they seek to penetrate and control human brain networks, information networks and social networks; through deep calculation, actuarial calculation, clever calculation, etc., they aim to maximize Gain control over people’s cognitive world and cognitive domains.

The cognitive domain is becoming an important battlefield in hybrid warfare. In the era of intelligence, the way humans communicate is undergoing complex and profound changes. Offline communication has given way to more online communication, various new media platforms have become the main channels for the public to understand the battlefield, and large-scale social platforms have become the main battlefield for cognitive game struggles. Therefore, the combat domain of future wars will continue to expand. The spatial domain will expand from land, sea, air, and space networks to deep space, deep sea, and deep ground, while the logical domain will expand from the physical domain to the information domain and cognitive domain. War is no longer limited to the physical threats of traditional wars, but is turning to social consciousness threats brought about by mass media and technological progress. Blockade and counter-blockade, dominance and counter-dominance around communication platforms will become the focus of cognitive warfare. Using information as ammunition to fight for control of international discourse has become the main method of cognitive confrontation today. From the perspective of hybrid warfare, ideological propaganda and indoctrination, penetration of values ​​and culture, traditional public opinion psychology and legal offense and defense, and information network warfare have all become important aspects of cognitive warfare. Hybrid warfare can achieve the goal of winning in small battles or even without fighting through comprehensive gaming methods such as cognitive warfare. Attack and defense in the cognitive field will be an uninterrupted and normalized struggle, and combat effectiveness will continue to accumulate and be gradually released.

Cognitive superiority is becoming a winning advantage in high-end warfare. Freedom of conduct in war is the lifeblood of the military. From a cognitive perspective, the deeper the understanding of the battlefield environment and combat opponents, the greater the freedom of action and the greater the relative advantage. However, with the exponential growth of combat data in wars, commanders are beginning to face the cognitive dilemma of data swamp, data fog, and data overload. Having information superiority does not mean having cognitive superiority. An important military application direction of artificial intelligence technology is to process massive data in real time to help commanders get rid of cognitive overload and quickly form cognitive advantages. In intelligent warfare, cognitive advantages will dominate decision-making advantages, and decision-making advantages will dominate action advantages. Cognitive advantages have four key indicators: stronger information acquisition capabilities, faster artificial intelligence machine learning speed, more effective emergency handling capabilities, and higher capabilities to develop and apply new technologies and new knowledge. For example, public opinion warfare with new characteristics of data-driven intelligent communication and traditional military operations have been highly coordinated and integrated. This combat style that integrates virtual and real operations has stronger combat effectiveness than pure military operations, fundamentally changing traditional combat methods. Change. The linkage and superposition of cognitive advantages will accelerate the transformation of combat effectiveness and become the fundamental advantage for winning wars.

Cognitive theory is becoming the frontier of gaming to win the war. Cognitive warfare is a combination of soft power and hard power and is an important factor affecting national security in today’s era. Currently, there is fierce competition for penetration and counter-infiltration, attack and counter-attack, control and counter-control in the cognitive space. Cognitive science theory is entering the military field, and concepts such as cognitive load, cognitive enhancement, cognitive immunity, and cognitive subversion are being introduced. , has appeared frequently in the field of cognitive warfare research abroad. Foreign militaries believe that the cognitive domain is the “sixth combat domain” of human warfare, the core of the “intertwined conflict fields” in the era of great power competition, and an important direction for future military theoretical innovation. Obviously, cognitive warfare has become the strategic commanding heights for winning future wars. Cognitive theory has become the frontier of theoretical innovation. Cognitive technology will accelerate cognitive warfare and become an important “tipping point” for the intelligent military revolution. Since new technologies, new theories, and new styles of cognitive warfare are being incubated at an accelerated pace, perhaps future warfare will take on a surprising new situation.

中國軍事原文來源:https://www.81.cn/yw_208727/10188888.html

中國軍隊贏得現代戰爭認知領域作戰的關鍵

Chinese Military Key to Winning Modern Warfare Cognitive Domain Operations

縱觀現代戰爭,認知博弈已成為攻防的焦點。 是否精通認知領域的作戰策劃,將大大影響戰爭的方向和結果。 深刻理解認知域作戰的內涵、外延和範疇樣式,精確掌握其勝利機制與發展趨勢,是理解戰場脈絡、打贏現代戰爭的關鍵。

認知域作戰是兵棋新焦點

與傳統作戰不同,認知域作戰不再侷限於陸地、海洋、空中、太空、電力、網路等領域。 它突破了傳統的物理域和資訊域。 具有獨特優勢,呈現新特點,拓展現代戰場新領域。

認知域作戰拓展了戰爭域空間。 首先,認知領域的戰場空間廣闊,主要體現在人的精神、心理、思考、信念等認知活動。 其打擊對象主要是敵對國家元首和政治人物、軍事人員、社會菁英和廣大民眾。 其次,認知域作戰的形式多種多樣,包括但不限於政治外交壓力、經濟封鎖和製裁、文化滲透和侵蝕等。第三,認知域作戰的目標廣泛,主要是為了動搖破壞敵人的信仰,瓦解敵人的意志,影響改變敵人的決策,進而造成社會混亂、決策錯誤、敵軍士氣低落,甚至顛覆國家政權。

認知域作戰模糊了戰爭域的界線。 認知域運作的主體是人。 人是戰爭中最活躍的因素,尤其是高層決策者的認知,體現了戰爭的整體意志,直接影響戰爭的全局,決定了戰爭的勝負。 國家領導人和軍隊將領的認知是認知域作戰的重點目標。 民意、社會基礎、國際輿論通常是認知域作戰的基礎,是推動戰爭進程與方向的關鍵力量。 認知域作戰混合了常規和非常規作戰,模糊了戰場的界線。 它旨在對訊息接收者進行認知誘導和攻擊,繞過傳統戰場,直達最薄弱的環節——人。 戰術行動可以實現戰略目標,從根本上改變戰場環境,改變戰爭結果。

認知域作戰達到最終戰略目標。 中國古代兵法有云:“用兵之道,先攻心,下攻城;先戰心,下戰兵。” 認知域作戰的目的在於佔領認知優勢,影響敵方決策和行為。 以最小的成本取得最大的戰鬥力。 正如克勞塞維茨在《論戰爭》中提到的,「戰爭是迫使敵人服從我們意志的暴力行為」。 由於認知域作戰不是針對有生命力量的硬殺傷,而是針對隱形目標的軟殺傷,因此不僅可以“迫使敵人服從我的意志”,而且客觀上可以使敵人從內部摧毀自己,使其無力反抗。 、瓦解,最終不戰而屈人之兵,實現「全面勝利」的戰略目標。

認知域作戰是軍事改革的新產物

目前,世界百年未有之大變局正在加速發生。 國際情勢日益複雜,局部戰爭和區域衝突持續。 認知域作戰作為一種新的作戰方式,在新一輪軍事改革浪潮的推動下變得越來越重要。

戰爭法則是認知領域戰鬥的基本規則。 認知域作戰仍遵循戰爭的基本法則。 首先,正義必須伸張。 正義戰爭推動歷史發展並最終戰勝非正義戰爭,佔據道德高地的認知域作戰具備先勝條件。 二是強者勝,弱者敗。 科學與技術的進步催生了先進的軍事理論,推動了高科技裝備的發展。 奪取控制權和控制權可以實現降維打擊,瓦解敵軍。 第三是主觀引導符合客觀實際。 認知域的運作必須建立在一定的客觀物質基礎上。 必須綜合考慮戰場環境、狀況

必須權衡各方利益,做出有利的決定。 四是重點操作牽動全局。 在以網路為中心的系統作戰中,認知域往往成為最關鍵的環節,其成敗可以決定戰局。

理論創新是認知領域運作的基礎支撐。 近年來,美軍先後提出「混合戰」、「馬賽克戰」、「灰色地帶衝突」等新作戰理論。 它以認知域作戰為主要作戰手段,已形成較成熟的理論。 俄軍在長期的軍事實踐中也形成了自己的一套混合戰方法,特別是在敘利亞戰場,巧妙地運用「格拉西莫夫」戰術來應對「混合戰」。 日本近年來也大力發展軍事實力。 在其新版《國防白皮書》中,首次提及「跨域」作戰概念,旨在突破傳統領域,將認知域等新領域作為其軍事力量發展的重點方向,使它更加主動。 和外向性。

軍事實踐是認知域作戰的重要基礎。 從近期局部戰爭來看,認知域戰已成為現代戰爭的主要作戰方式,並且取得了較高的戰鬥力。 認知戰與反認知戰的對抗相當激烈。 2010年,美國等西方國家發動認知戰,炒作突尼斯民主運動,製造“阿拉伯之春”,使中東陷入混亂,並讓恐怖組織趁機肆虐。 美國企圖透過推翻埃及政府、發動利比亞戰爭、幹預敘利亞戰爭等方式來鞏固霸權。 2014年,俄軍透過策略組合、多維突破、輿論營造等方式控制了克里米亞。 其認知域操作也具有非常鮮明的特徵。

認知域作戰是戰爭規劃的新方向

隨著高新技術的不斷發展及其在軍事領域的廣泛應用,未來戰爭形態將加速演變,戰爭的複雜性和未知性急劇增加。 為此,我們要事先規劃,科學統籌,加強認知域作戰能力建設,深度融入未來戰場,有效掌控未來戰爭主動權。

推動認知域作戰制勝機制研究。 認知域作戰作為未來戰爭的重要作戰手段,其地位和角色將更凸顯,發展前景也將更加廣闊。 控制認知力已成為奪取戰爭控制權的重要組成部分。 贏得未來戰爭,必須跟上戰爭形態發展趨勢,大力研究認知域作戰制勝機制,以理論創新帶動戰術創新,尋求優勢和機會。

強化認知域作戰攻防能力建構。 從個人到組織再到國家,認知域作戰的影響力跨越所有時空、所有要素,跨越不同作戰領域,影響整個作戰過程。 未來戰爭中,指揮官和戰鬥人員將面臨巨大的認知攻防挑戰。 奪取認知力的控制權,進而奪取戰場的全面控制權,將成為未來戰爭的控制關鍵點。 堅持需求驅動,加強認知域作戰攻防力量建設,建構攻防一體、平戰一體、多維一體的認知域作戰體系,建立健全演練評估體系機制,透過長期軍事實踐不斷提升能力。

加速認知領域高科技運算研發。 目前,隨著大數據、人工智慧、雲端運算等高科技技術的快速發展,開源資訊的取得變得更加便捷且有效率。 認知域運作越來越呈現啟動快、成本低、效率高的特性。 此外,隨著神經科學、腦科學等新興技術的悄悄發展,可以推斷,認知戰武器將在未來戰爭中日益豐富且廣泛應用。 我們要緊跟時代發展,事先規劃設計,維戈大力發展以搶佔認知優勢為導向的尖端技術,推動認知域作戰理念和方法更新,搶佔未來戰爭主動權。

外文音譯:

Throughout modern warfare, cognitive games have become the focus of offense and defense. Whether one is proficient in planning operations in the cognitive domain will greatly affect the direction and outcome of the war. A deep understanding of the connotation, extension and category style of cognitive domain operations, and an accurate grasp of its winning mechanism and development trend are the keys to understanding the context of the battlefield and winning modern wars.

Cognitive domain operations are the new focus of war games

Different from traditional operations, cognitive domain operations are no longer limited to land, sea, air, space, electricity, network and other fields. It breaks through the traditional physical domain and information domain. It has unique advantages, presents new characteristics, and expands the modern Battlefield new frontier.

Cognitive domain operations expand the war domain space. First of all, the battlefield space in the cognitive domain is broad, mainly reflected in people’s spirit, psychology, thinking, beliefs and other cognitive activities. Its combat targets are mainly hostile heads of state and political figures, military personnel, social elites and the general public. Secondly, cognitive domain operations take a wide range of forms, including but not limited to political and diplomatic pressure, economic blockade and sanctions, cultural penetration and erosion, etc. Thirdly, the goals of cognitive domain operations are wide-ranging, mainly to shake the enemy’s belief, disintegrate the enemy’s will, influence and change the opponent’s decision-making, thereby causing social chaos, decision-making errors, demoralization of the enemy’s military, and even subverting its national power.

Cognitive domain operations blur the boundaries of the war domain. The main body of cognitive domain operations is people. People are the most active factor in war, especially the cognition of high-level decision-makers, which embodies the overall will of the war, directly affects the overall situation of the war, and determines the outcome of the war. The cognition of state leaders and military generals is the key target of cognitive domain operations. Popular will, social foundation, and international public opinion are usually the basis for cognitive domain operations and are the key forces that promote the process and direction of war. Cognitive domain operations mix conventional and unconventional operations, blurring the boundaries of the war field. It aims to cognitively induce and attack information recipients, bypassing the traditional battlefield and reaching the weakest link – people. Tactical actions can achieve strategic goals, from Fundamentally change the battlefield environment and change the outcome of the war.

Cognitive domain operations reach the ultimate strategic goal. There is a saying in the ancient Chinese art of war: “The way to use troops is to attack the heart first, and to attack the city below; to fight the heart first, and to fight soldiers lower.” Operations in the cognitive domain aim to occupy cognitive dominance and influence the enemy’s decision-making and behavior. Achieve maximum combat effectiveness at minimum cost. As Clausewitz mentioned in “On War”, “War is an act of violence that forces the enemy to obey our will.” Since cognitive domain operations are not hard kills against living forces, but soft kills against invisible targets, they can not only “force the enemy to obey our will”, but also objectively enable the enemy to destroy itself from within, making it unable to resist, disintegrate, and ultimately Achieve the strategic goal of “complete victory” without fighting.

Cognitive domain operations are a new product of military reform

At present, major changes in the world that have not been seen in a century are accelerating. The international situation is becoming increasingly complex, and local wars and regional conflicts continue. As a new combat method, cognitive domain operations are becoming more and more important driven by the new wave of military reforms.

The laws of war are the basic rules for combat in the cognitive domain. Cognitive domain operations still follow the basic laws of war. First, justice must prevail. Just wars promote historical development and ultimately defeat unjust wars, and cognitive domain operations that occupy the moral commanding heights have the conditions to win first. The second is the victory of the strong and the defeat of the weak. The advancement of science and technology has given rise to advanced military theories and promoted the development of high-tech equipment. Seizing control and control can achieve dimensionality reduction strikes and disintegrate enemy forces. Third, subjective guidance is consistent with objective reality. Cognitive domain operations must be based on a certain objective material basis. The battlefield environment must be comprehensively considered, the situations of both parties must be weighed, and favorable decisions must be made. Fourth, key operations affect the overall situation. In network-centered system operations, the cognitive domain often becomes the most critical link, and its success or failure can determine the battle situation.

Theoretical innovation is the basic support for cognitive domain operations. In recent years, the US military has successively proposed new combat theories such as “hybrid warfare”, “mosaic warfare” and “gray zone conflict”. It regards cognitive domain operations as the main combat method and has formed a relatively mature theory. The Russian army has also developed its own set of hybrid warfare methods in long-term military practice, especially in the Syrian battlefield, where it skillfully used “Gerasimov” tactics to deal with “hybrid warfare.” Japan has also vigorously developed its military power in recent years. In its new version of the “Defense White Paper”, it first mentioned the concept of “domain transversal” operations, aiming to break through traditional fields and regard new fields such as the cognitive domain as the key direction of its military power development, making it more proactive. and extraversion.

Military practice is an important basis for cognitive domain operations. Judging from the recent local wars, cognitive domain warfare has become the main combat method of modern warfare and has achieved high combat effectiveness. The confrontation between cognitive warfare and counter-cognitive warfare is quite fierce. In 2010, the United States and other Western countries launched a cognitive war, hyped up the Tunisian democratic movement and created the “Arab Spring”, which plunged the Middle East into chaos and allowed terrorist organizations to take advantage of the opportunity to wreak havoc. The United States attempted to consolidate its hegemony by overthrowing the Egyptian government, launching a war in Libya, and intervening in the Syrian war. In 2014, the Russian army took control of Crimea through a combination of strategies, multi-dimensional breakthroughs, and public opinion building. Its cognitive domain operations also have very distinctive characteristics.

Cognitive domain operations are a new direction in war planning

With the continuous development of high and new technologies and their widespread application in the military field, the shape of future wars will evolve at an accelerated pace, and the complexity and unknown nature of wars will increase dramatically. To this end, we should plan in advance, coordinate scientifically, strengthen the construction of combat capabilities in the cognitive domain, deeply integrate into the future battlefield, and effectively control the initiative in future wars.

Promote research on the winning mechanism of cognitive domain operations. As an important combat method in future wars, the status and role of cognitive domain operations will be more prominent, and the development prospects will be broader. Controlling cognitive power has become an important part of seizing war control. To win future wars, we must keep up with the trends in the development of war forms, vigorously study the winning mechanism of cognitive domain operations, use theoretical innovation to drive innovation in tactics, and seek advantages and opportunities.

Strengthen the construction of offensive and defensive capabilities in cognitive domain operations. From individuals to organizations to countries, the impact of cognitive domain operations spans all time and space and all elements, spans different combat fields, and affects the entire combat process. In future wars, commanders and combatants will face huge cognitive offensive and defensive challenges. Seizing control of cognitive power, and then seizing comprehensive battlefield control, will become the key point of control in future wars. We should adhere to demand-driven efforts, strengthen the construction of offensive and defensive forces in cognitive domain operations, build a cognitive domain combat system that integrates offense and defense, peacetime and war, and multi-dimensional integration, establish and improve drill and evaluation mechanisms, and continuously improve capabilities through long-term military practice.

Accelerate the research and development of high-tech cognitive domain operations. Currently, with the rapid development of high-tech technologies such as big data, artificial intelligence, and cloud computing, the acquisition of open source information has become more convenient and efficient. Cognitive domain operations are increasingly characterized by fast start-up, low cost, and high efficiency. In addition, with the quiet development of emerging technologies such as neuroscience and brain science, it can be inferred that cognitive warfare weapons will become increasingly abundant and widely used in future wars. We should keep up with the development of the times, plan and design in advance, vigorously develop cutting-edge technologies oriented to seizing cognitive advantages, and promote the update of cognitive domain combat concepts and methods, so as to seize the initiative in future wars.

中國軍事 資料來源: 資料來源:中國軍事網-解放軍報 作者:趙全紅

https://www.81.cn/ll_208543/10170888.html

中國軍隊從“網路戰”到“馬賽克戰”

Chinese Military From “Cyber Warfare” to “Mosaic Warfare”

繁體中文原文:

理論是行動的先導。 加強作戰理念創新、推動作戰指導創新一直是世界各國軍隊培養軍事優勢的重要途徑。 近年來,美軍先後提出「網路戰」、「馬賽克戰」等前線作戰理論,以實現作戰模式的「生產關係」能夠更適應「生產力」的發展的作戰能力。 透過這兩種作戰理論的比較分析,世人可以一窺美軍作戰能力建設思維的變化,特別是對「馬賽克戰」制勝機制的認識,從而有的放矢,找到有效的把關。和餘額。

● 從威脅反應到戰爭設計—

積極塑造並推動作戰能力提升

「基於威脅」或「基於能力」是軍事作戰能力建構的兩種基本方式。 「威脅為本」體現需求牽引,著力解決近中期實際問題,是軍隊作戰能力建構應遵循的基本法則; 「能力為本」體現目標牽引,瞄準未來戰略任務,以新作戰理論支撐戰略理念,是軍事行動的關鍵。 這樣,才能實現能力的創新與超越。 從「網路戰」到「馬賽克戰」的發展,體現了上述兩種方式內在規律的差異和演變,也體現了近年來美軍推進作戰能力建設的思路和理念的變化。

觀念開始改變。 網路空間最初是為了解決人類的交流需求而創建的。 後來逐漸演變為獨立於陸、海、空、天的新作戰域。 由此衍生出以爭奪網路空間主導權為核心的「網路空間」。 相較之下,「馬賽克戰」是美軍為維持戰略優勢、直接針對競爭對手而主動研發設計的新作戰理念。其形成過程體現了需求驅動與能力驅動相結合、戰略性、主動性、牽引力更加突出。

技術應用新思路。 「網路戰」強調發展新一代技術來支持作戰理念的轉變和實施。 《馬賽克戰》突破了這個模式,並不過度強調新一代裝備技術的研發。 更注重軍民共性技術的快速轉化和成熟技術的漸進式迭代。 其基本想法是,依照叫車、眾籌開發等服務平台的應用理念,在現有裝備的基礎上,透過模組升級和智慧化改造,將各種作戰系統單元「鑲嵌」成單功能、可靈活組裝的單元。 、易於更換的“積木”或“像素”,建構動態協調、高度自主、無縫整合的作戰系統,體現新技術驅動的概念。

路徑開發新設計。 「網路戰」是網路空間的一個伴隨概念。 網路空間發展到哪裡,「網路戰」就會隨之而來。 一般來說,我們在進行「主觀」概念設計之前,先考慮「客觀」物質條件。 ,對路徑發展有很強的依賴。 「馬賽克戰」首先從「主觀」演變為「客觀」。 透過開發能夠動態調整職能結構的部隊設計模型,能夠適應不同的作戰需求和戰場環境的變化。

可見,與以往的「網路戰」等作戰概念相比,「馬賽克戰」目標更明確、技術更成熟、路徑更可靠,體現了美軍積極塑造的思維轉變。

● 從網路中心到決策中心—

群體智慧實現系統能量優化釋放

人工智慧技術是資訊時代的關鍵變量,也是「馬賽克戰」體系發展的核心增量。 “網路戰”強調“網路中心”,而“馬賽克戰”緊緊圍繞著人工智慧技術核心,將制勝關鍵從“網路中心”調整為“決策中心”,將作戰系統架構從“從系統級到平台級的聯盟轉變為功能級、要素級的融合,尋求在網路能量充分匯聚的前提下,利用群體智慧技術實現系統能量的最佳化釋放,賦予網路新的內涵。智慧戰爭的致勝機制

時代。

用“快”控制“慢”,在認知上佔上風。 未來戰爭中,戰場情勢瞬息萬變,時間元素的權重將持續上升。 「快」與「慢」可以產生近乎尺寸縮小的戰鬥打擊效果。 「馬賽克戰」利用資料資訊技術與人工智慧技術,提升己方「OODA」循環的單循環決策速度,擴大並行決策的廣度,降低群循環決策的粒度,加快系統運作進度,整體打造領先一步的典範。 「先發制人」的姿態旨在牢牢掌控戰場認知決策的主導地位。

用“低”控“高”,累積成本優勢。 與追求高端武器平台的傳統作戰概念不同,「馬賽克戰」著重於利用人工智慧技術挖掘現有武器平台和作戰資源的潛力並提高效率。 透過在眾多中低階武器平台上載入並運行智慧演算法和特定功能模組,可以實現與高階武器平台相媲美的作戰性能。 這整體提高了武器平台投入產出的成本效益,進而累積成本優勢。

以“散”控“聚”,求可持續生存。 「馬賽克戰」強調運用去中心化思想和非對稱制衡,利用開放的系統架構,在各種有人/無人平台上去中心化配置偵察、定位、通信、打擊等各種功能,實現力量的分佈式部署。 同時利用智慧演算法,提升各平台的自組織、自協調、獨立攻擊能力,進而實現集中火力。 當部分作戰平台被消滅、打亂或剝離時,整個作戰體系仍能正常運行,進而增強部隊集群的戰場生存能力。

用“動”控“靜”,提高系統靈活性。 「馬賽克戰」強調進一步突破各作戰領域的障礙。 透過將不同作戰域的固定“殺傷鏈”變成動態可重構的“殺傷網”,將“OODA”大環拆解為小環,將單環分化為多環。 根據作戰流程和作戰需求的變化,依靠智慧組網,實現作戰力量的動態分割、動態部署、動態組合。 這樣,一方面可以增強作戰系統的彈性和適應性; 另一方面,它也可以抵消複雜網路的節點聚合效應,使對手很難找到關鍵節點來擊敗自己的系統。

「馬賽克戰爭」為智慧戰爭提供了參考原型。 但同時,「馬賽克戰爭」作為一種理想化的力量設計與運用框架,也需要與其密切相關的技術、條令、政策等支撐支撐。 距離完全實現還有很長的路要走。 與傳統戰爭相比,系統共存的局面將長期存在。

● 從要素整合到系統重組—

動態結構增強作戰系統靈活性

結構和關係常常決定功能和屬性。 「網路戰」與「馬賽克戰」建立在資訊時代相同的物質基礎上,遵循相同的演化範式,但係統建構的原理和效果不同。 「網路戰」所形成的架構可以靜態解構,而「馬賽克戰」則依照一定的建構規則動態組合功能單元,形成具有自組織和自適應特性的彈性架構,類似「動態黑盒子」。 常規手段難以追蹤和預測。 這種靈活的結構經常「湧現」新的能力,以增強和提高作戰系統的效率。

網路與雲端融合發展,使作戰空間和時間更具動態性和可塑性。 網際網路和雲端是資訊作戰系統運作的基礎環境。 它們重塑了傳統作戰中的情報、指揮、攻擊、支援等流程要素,同時衍生出新的作戰時空。 「網路戰」主要針對網路空間,其作戰時間和空間相對靜態。 「馬賽克戰」並不限於單一的作戰空間。 在資訊基礎設施網路隨雲而動、雲端網融合的發展趨勢下

無形空間和無形空間可以進一步鉸接,作戰空間和時間的界限更加靈活,作戰資源的配置更加靈活。 戰鬥架構更加動態。

數據跨域流動,使戰鬥控制更加無縫協調。 在指揮控制環節,「網路戰」著重於聯合作戰指揮機構對作戰單位的指揮控制,資料的跨域交換與流動主要集中在戰區戰場。 「馬賽克戰」將聯合作戰的水平進一步降低到戰術端。 透過戰術層面資料的獨立跨域交換和無縫流動,可以將各種資料孤島按需聚集成資料集群,從而產生顯著的「溢出」效應,使得資料的動態、離散、敏捷、並行的特性作戰指揮控制迴路更加明顯,更有利於實現各作戰單元按需敏捷連動、高效協同行動。

演算法穿透各個維度,讓系統運作更自主、更有效率。 演算法是人類意識在網路空間的映射,形成兩種基本形式:意圖轉化的編譯碼和知識轉化的神經網路。 在《網路戰》中,大量使用編譯程式碼,而神經網路僅在本地使用。 在「馬賽克戰爭」中,演算法拓展到塑造規則和提供引擎兩大關鍵功能,應用的廣度和深度更為凸顯。 塑造規則以編譯碼為主,神經網路為輔,建構「馬賽克戰」系統的流程架構與運作邏輯,為其不確定性、適應性和「突現」能力奠定結構基礎; 提供引擎主要整合智慧演算法模型,分送到邊緣要素進行運算,形成知識擴散效應,從而全面提升「馬賽克戰」系統的智慧自主作戰能力。

邊緣能量的獨立釋放,讓戰鬥方式更靈活多元。 邊緣是各種有人/無人作戰功能單元的抽像模型,也是系統能力「湧現」的直接來源。 在「網路戰」體系中,邊緣要素與上級和下級指揮控制流程緊密耦合,處於精確控制狀態。 在「馬賽克戰爭」系統中,邊緣要素的感知、互動、推理、決策能力大幅提升。 其「OODA」循環無需回溯至上級指揮機構,有利於支撐形成高低、有人/無人的分散組合。 優化的作戰集群形態可以賦予邊緣分子更多的自組織權威,顯著增強戰場對抗優勢。

可見,如果說「網路戰」被稱為精密的戰爭機器,那麼「馬賽克戰」則可以被視為一個能夠激發作戰能力動態增長的複雜「生態」。 網路雲、資料、演算法和邊緣設備產生的新技術變化促進了動態且複雜的「架構」的形成。 這種結構反過來又對要素、平台和系統進行反向調節,不斷湧現新的能力,對作戰系統的賦能和演進發揮重要作用。

● 從制度突破到複合對抗——

分析利弊,尋求有效制衡

「馬賽克戰」在某種程度上代表了未來聯合作戰的可能發展方向。 要充分研究掌握「馬賽克戰」制勝機制,將資訊通信領域塑造成為打破傳統戰爭時空界限的新領域,打造雲化作戰新理念,建構強大的資訊通訊領域新格局。國防資訊基礎設施保障能力。 突顯軍事資訊網路安全防禦能力,增強戰略戰役指揮機構運作的基礎支撐能力,不斷完善網路資訊體系。

另一方面,「馬賽克戰」理論的出現,使得傳統作戰手段難以透過搶先並控制有限的目標節點來達到毀點、斷環的系統破局效果。 但也應該看到,任何制度都有其固有的矛盾。 即便是看似“無懈可擊”的去中心化結構的“馬賽克戰爭”,依然能找到有效破解的方法。 例如,掌握系統的複雜性特徵,利用其相關性和依賴性,突顯通訊網路的功能抑制

建構網路和電力複合攻擊路徑,實現作戰系統各單元的拆解和隔離; 掌握其結構的耗散特性,利用其對外部資訊的依賴,凸顯資訊資料的偽裝性和誤導性,促使作戰系統轉變為資訊封閉、資訊過載等異常狀態; 掌握其群體自主特點,利用其對關鍵技術的依賴,凸顯與智慧演算法的對抗,降低效率,抑制各作戰單元的智慧驅動力; 抓住其功能非線性特點,利用其未知漏洞,突出戰場差異化打擊評估,以更高的效率、更快的速度探索和發現作戰系統中的不平衡點,尋找系統中的關鍵弱點進行突破。

(作者單位:61001部隊)

外文音譯:

Chinese Military From “Cyber Warfare” to “Mosaic Warfare”

Theory is the precursor to action. Strengthening innovation in combat concepts and promoting innovation in combat guidance have always been important ways for militaries around the world to cultivate military advantages. In recent years, the U.S. military has successively proposed cutting-edge combat theories such as “cyber warfare” and “mosaic warfare” in order to realize that the “production relationship” of combat mode can be more adaptable to the development of “productivity” of combat capabilities. By comparing and analyzing these two combat theories, the world can get a glimpse of the changes in the US military’s combat capability building thinking, especially the understanding of the winning mechanism of “mosaic warfare”, so that it can be targeted and find effective checks and balances.

● From threat response to war design——

Actively shape and promote the improvement of combat capabilities

“Threat-based” or “capability-based” are two basic ways to build military combat capabilities. “Threat-based” embodies demand traction and focuses on solving practical problems in the near and medium term, which is the basic law that should be followed in the construction of military combat capabilities; “capability-based” embodies goal traction, aims at future strategic missions, and supports strategic concepts with new combat theories, which is the key to military operations. The only way to achieve innovation and transcendence in capabilities. The development from “cyber warfare” to “mosaic warfare” reflects the differences and evolution of the inherent laws of the above two approaches, and also reflects the changes in the US military’s ideas and concepts for promoting combat capability building in recent years.

The concept begins to change. Cyberspace was originally created to solve human communication needs. Later, it gradually evolved into a new combat domain independent of land, sea, air and space. From this, the “cyberspace” with the core of fighting for cyberspace dominance was derived. war”. In contrast, “mosaic warfare” is a new operational concept actively developed and designed by the US military in order to maintain its strategic advantage and directly target competitors. Its formation process reflects the integration of demand-driven and capability-driven, strategic, proactive, and Traction is more prominent.

New ideas for technology application. “Cyber ​​warfare” emphasizes the development of new generation technologies to support the transformation and implementation of combat concepts. “Mosaic warfare” breaks out of this model and does not overemphasize the research and development of new generation equipment technology. It pays more attention to the rapid transformation of common military and civilian technologies and the incremental iteration of mature technologies. The basic idea is to “mosaic” various combat system units into single-function, flexibly assembled units based on existing equipment and through module upgrades and intelligent transformation in accordance with the application concepts of service platforms such as online ride-hailing and crowdfunding development. , easy-to-replace “building blocks” or “pixels” to build a dynamically coordinated, highly autonomous, and seamlessly integrated combat system, embodying new technology-driven ideas.

Path development new design. “Cyber ​​warfare” is an accompanying concept of the cyberspace. Wherever the cyberspace develops, “cyber warfare” will follow. Generally speaking, we first consider the “objective” material conditions before making the “subjective” conceptual design. , has strong dependence on path development. “Mosaic warfare” first evolved from “subjective” to “objective”. By developing a force design model that can dynamically adjust the functional structure, it can adapt to different operational needs and changes in the battlefield environment.

It can be seen that compared with previous combat concepts such as “cyber warfare”, “mosaic warfare” has clearer goals, more mature technology, and more reliable paths, reflecting the change in thinking actively shaped by the US military.

● From network center to decision-making center——

Group intelligence to achieve optimal energy release of the system

Artificial intelligence technology is a key variable in the information age and a core increment in the development of the “mosaic warfare” system. “Cyber ​​warfare” emphasizes “network center”, while “mosaic warfare” tightly focuses on the core of artificial intelligence technology, adjusts the key to victory from “network center” to “decision center”, and changes the combat system architecture from system level to Platform-level alliances are transformed into functional-level and element-level integration, seeking to use group intelligence technology to achieve the optimal release of system energy on the premise that the network is fully energy-gathered, giving new connotations to the winning mechanism of war in the intelligent era.

Use “fast” to control “slow” and gain the upper hand in cognition. In future wars, the battlefield situation will change rapidly, and the weight of the time element will continue to rise. “Fast” versus “slow” can create a nearly dimensionally reduced combat strike effect. “Mosaic Warfare” uses data information technology and artificial intelligence technology to improve the single-loop decision-making speed of one’s own “OODA” loop, expand the breadth of parallel decision-making, reduce the granularity of group-loop decision-making, speed up the progress of system operations, and overall create a model that is always one step ahead of others. The “first move” posture aims to firmly control the dominance of cognitive decision-making on the battlefield.

Use “low” to control “high” and accumulate cost advantages. Different from the traditional combat concept of pursuing high-end weapon platforms, “mosaic warfare” focuses on using artificial intelligence technology to tap the potential and increase efficiency of existing weapon platforms and combat resources. By loading and running intelligent algorithms and specific functional modules on many mid- to low-end weapon platforms, they can achieve combat performance comparable to that of high-end weapon platforms. This overall improves the cost-effectiveness of the input-output of the weapon platform, thereby accumulating cost advantages.

Use “dispersion” to control “gathering” and seek sustainable survival. “Mosaic warfare” emphasizes the use of decentralized ideas and asymmetric checks and balances, using an open system architecture to decentrally configure various functions such as reconnaissance, positioning, communication, and strike on various manned/unmanned platforms to achieve Distributed deployment of power. At the same time, intelligent algorithms are used to improve the self-organization, self-coordination, and independent attack capabilities of each platform, so as to achieve centralized firepower. When some combat platforms are eliminated, disrupted, or stripped away, the entire combat system can still operate normally, thus enhancing the battlefield survivability of the force cluster.

Use “dynamic” to control “quiet” and improve system flexibility. “Mosaic warfare” emphasizes further breaking through barriers in each combat domain. By turning fixed “kill chains” in different combat domains into dynamically reconfigurable “kill nets”, the “OODA” large ring is disassembled into small rings, and a single ring is differentiated into multiple rings. According to changes in the combat process and combat needs, rely on intelligent networking to realize on-the-go splitting, on-the-go deployment, and on-the-go combination of combat forces. In this way, on the one hand, it can enhance the flexibility and adaptability of the combat system; on the other hand, it can also offset the node aggregation effect of complex networks, making it difficult for opponents to find key nodes to defeat one’s own system.

“Mosaic warfare” provides a reference prototype for intelligent warfare. But at the same time, as an idealized force design and application framework, “mosaic warfare” also needs supporting support such as technology, doctrine, and policies that are closely related to it. There is still a long way to go before it can be fully realized. Compared with traditional warfare, The situation of system coexistence will exist for a long time.

● From element integration to system reorganization——

Dynamic structure to enhance the flexibility of the combat system

Structure and relationships often determine functions and properties. “Cyber ​​warfare” and “mosaic warfare” are built on the same material foundation in the information age and follow the same evolutionary paradigm, but the principles and effects of system construction are different. The architecture formed by “cyber warfare” can be statically deconstructed, while “mosaic warfare” dynamically combines functional units according to certain construction rules to form an elastic architecture with self-organizing and adaptive characteristics, similar to a “dynamic black box”. Conventional The means are difficult to track and predict. This flexible structure often “emerges” new capabilities to empower and increase the efficiency of the combat system.

The integrated development of network and cloud makes combat space and time more dynamic and malleable. The Internet and cloud are the basic environment for the operation of the information combat system. They have reshaped the process elements of intelligence, command, attack, and support in traditional operations, and at the same time derived new combat time and space. “Cyber ​​warfare” mainly focuses on the cyberspace, and its combat time and space are relatively static. “Mosaic warfare” is not limited to a single combat space. Under the development trend of information infrastructure network moving with the cloud and integrating cloud and network, the tangible and intangible space can be further hinged, the boundaries of combat space and time are more flexible, and the allocation of combat resources is more flexible. The combat architecture is more dynamic.

Data flows across domains, making combat control more seamlessly coordinated. In the command and control link, “cyber warfare” focuses on the command and control of combat units by joint combat command institutions, and the cross-domain exchange and flow of data is mainly concentrated on theater battlefields. “Mosaic warfare” further lowers the level of joint operations to the tactical end. Through the independent cross-domain exchange and seamless flow of data at the tactical level, various data islands can be gathered into data clusters on demand, thereby generating significant “overflow” “” effect makes the dynamic, discrete, agile, and parallel characteristics of the combat command and control loop more obvious, and is more conducive to realizing agile connection and efficient coordinated actions of various combat units on demand.

The algorithm penetrates all dimensions, making the system run more autonomously and efficiently. Algorithms are the mapping of human consciousness in cyberspace, forming two basic forms: compiled codes transformed by intentions and neural networks transformed by knowledge. In “Cyber ​​Warfare”, compiled code is used extensively and neural networks are only used locally. In the “mosaic war”, the algorithm has expanded to two key functions: shaping rules and providing engines, and the breadth and depth of its application are more prominent. The shaping rules mainly focus on compiled code, supplemented by neural networks, to construct the process framework and operating logic of the “mosaic warfare” system, laying a structural foundation for its uncertainty, adaptability and “emergent” capabilities; providing the engine mainly integrates intelligence The algorithm model is distributed to edge elements for operation, forming a knowledge diffusion effect, thereby comprehensively improving the intelligent autonomous combat capabilities of the “mosaic warfare” system.

The independent release of energy at the edge makes the combat style more flexible and diverse. The edge is an abstract model of various manned/unmanned combat functional units and is also the direct source of the “emergence” of system capabilities. In the “cyber warfare” system, edge elements are closely coupled with the superior and subordinate command and control processes and are in a state of precise control. In the “Mosaic Warfare” system, the perception, interaction, reasoning, and decision-making capabilities of edge elements are greatly improved. Its “OODA” loop does not need to be linked back to the higher-level command organization, which is conducive to supporting the formation of a decentralized combination of high-low and manned/unmanned. The optimized combat cluster form can give edge elements more self-organizing authority, which significantly enhances battlefield confrontation advantages.

It can be seen that if “cyber warfare” is called a sophisticated war machine, “mosaic warfare” can be regarded as a complex “ecology” that can stimulate the dynamic growth of combat capabilities. New technologies generated by network clouds, data, algorithms, and edge devices Changes promote the formation of a dynamic and complex “architecture”. This structure in turn regulates elements, platforms, and systems in reverse, constantly emerging new capabilities, and playing an important role in empowering and evolving the combat system.

● From system breach to compound confrontation——

Analyze the pros and cons and seek effective checks and balances

“Mosaic warfare” represents, to a certain extent, the possible direction for the development of future joint operations. We should fully study and grasp the winning mechanism of “mosaic warfare”, shape the information and communication field as a new domain that breaks the time and space boundaries of traditional wars, create a new concept of cloud-enabled operations, and build a strong defense information infrastructure support capability. Highlight the security and defense capabilities of military information networks, enhance the basic support capabilities for the operation of strategic and campaign command institutions, and continuously improve the network information system.

On the other hand, the emergence of the “mosaic warfare” theory makes it difficult for traditional combat methods to seize and control limited target nodes to achieve the system-breaking effect of destroying points and breaking links. However, it should be noted that any system has its inherent contradictions. Even the seemingly “impeccable” decentralized structure of “mosaic warfare” can still find ways to effectively crack it. For example, grasp the complexity characteristics of the system, use its correlation and dependence, highlight the functional suppression of the communication network, build a network and electricity composite attack path, and achieve the disassembly and isolation of each unit of the combat system; grasp the dissipative characteristics of its structure, Make use of its dependence on external information to highlight the camouflage and misleading of information data, prompting the combat system to transform into abnormal states such as information closure and information overload; grasp its group autonomy characteristics, use its dependence on key technologies to highlight the confrontation against intelligent algorithms Reduce efficiency and inhibit the intelligent driving force of each combat unit; grasp its functional non-linear characteristics, take advantage of its unknown vulnerabilities, highlight differentiated strike assessment on the battlefield, and explore and discover imbalance points in the combat system with higher efficiency and faster speed , looking for key weaknesses in the system to break.

(Author’s unit: Unit 61001)

中國軍事資源:http://www.mod.gov.cn/gfbw/jmsd/4894888.html

中國軍隊——揭開境外網路空間行動之謎

Chinese Military – Uncovering the Mysteries of Foreign Cyberspace Operations

原始中文國語:

隨著科學技術的不斷發展,戰爭形式已進入資訊化戰爭時代。 資訊已成為戰鬥力的主導要素。 雙方圍繞著資訊的收集、傳輸和處理展開了激烈的對抗。 網路空間是資料和資訊傳輸的通道。 現代作戰單位之間的橋樑。

美國軍方是第一個將網路空間軍事化的國家。 2008年,美國成立空軍網路司令部,將網路空間定義為整個電磁頻譜空間,將認知和實踐從狹隘的資訊域延伸到廣闊的網路域。 。 2018年1月,美國陸軍訓練與條令司令部(TRADOC)發布了《TP 525-8-6美國陸軍網路空間與電子戰作戰概念2025-2040》,描述了美國陸軍將如何在網路空間和電子戰中作戰。 在電磁頻譜中運行,以應對未來作戰環境的挑戰。 與其他傳統作戰領域相比,網路空間將對未來作戰產生哪些影響? 在未來一體化聯合作戰背景下,能為多域聯合作戰帶來哪些突破?

神秘-網路空間行動

第五大領域資訊化戰爭。 賽博空間一詞最早出現在1982年的加拿大科幻小說《全像玫瑰碎片》中,描述了網路與人類意識融合的賽博空間。 根據美國國防部軍事詞彙詞典,網路空間是資訊環境中的全球性領域,由獨立的資訊技術基礎設施網路組成,包括互聯網、電信網路、各種區域網路和電腦系統以及嵌入式處理器和控制器。 隨著網路技術的不斷發展,網路空間已從電腦網路擴展到不可見的電磁頻譜,即電磁環境中的實體場。 它不僅包括我們通常認識的電腦網絡,還包括使用各種電磁能量的所有物理系統。

此外,在現代戰爭中,網路空間是資訊戰的新領域。 已被美軍列為與陸、海、空、天同等重要、必須保持決定性優勢的五個領域之一。 涉及網路戰、資訊戰、電子戰、太空戰、指揮控制戰、C4ISR等領域。 它是超越傳統的陸、海、空、天四維戰鬥空間的第五維度戰鬥空間。 它既相對獨立又嵌入其他領域。 與傳統領域相比,網路空間具有邊界邊界模糊、覆蓋範圍廣、情勢複雜多變的特性。

網路空間作戰超越了時間和空間的限制。 由於電磁頻譜缺乏地理邊界和自然邊界,網路空間超越了地理邊界、時間和距離的限制,使得網路空間作戰幾乎可以在任何地方發生,跨越陸地、海洋、太空和空中作戰,將傳統的四種作戰方式融為一體。立體作戰空間領域,可瞬間對遠程目標進行攻擊。 由於資訊在網路空間的傳播速度接近光速,高速資訊傳輸將大幅提升作戰效率與能力,提供快速決策、指導作戰、達到預期作戰效果的能力。 更重要的是,根據作戰需要,在網路空間或透過網路空間實現軍事目標或軍事效果可以分為進攻性網路作戰和防禦性網路作戰兩種類型。

進攻性網路行動是指在網路空間預防、削弱、中斷、摧毀或欺騙敵方網絡,以確保己方在網路空間的行動自由。 其主要行動包括實施電子系統攻擊、電磁系統封鎖和攻擊、網路攻擊和基礎設施攻擊等。防禦性網路行動包括防禦、偵測、表徵、反擊和減輕網路空間威脅事件的活動,旨在保護美國國防部防禦網絡或其他友方網絡,維持被動和主動利用友方網路空間的能力,保護資料、網路和其他指定的系統能力。

網路空間電磁戰

戰略威懾,輿論制勝。 近年來,針對經濟、政治、軍事等目標的網路攻擊不斷增加。 由於具有規模大、隱蔽性好、攻擊基礎設施能力強等特點

網路攻擊已成為一些國家在政治衝突中的優勢。 優勢手段。 俄烏衝突期間,俄羅斯以網路空間為陣地,以無線電電子戰為輔助,切斷烏克蘭系統通訊,中斷烏克蘭指揮; 抵制輿論負面消息,發布正面消息; 它癱瘓了網路上的敵人。 利用敵方網站製造恐慌,然後配合部隊正面進攻,達到速勝的目的。

全球佈局,千里之外擒敵。 美國在建立以本國主導的網路空間安全框架的過程中,掌握了盟友的網路空間作戰能力,建立了全球軍事基地和網路空間互聯互通。 相關情報人員平時透過情報行動完成網路預設,例如利用網路等手段透過情報分析來監控和收集敵方網路資料。 透過網路預設,必要時可利用網路漏洞入侵敵方網路、控制系統、破壞資料等,實現「千里取敵性命」。 2010年7月,美國透過某種蠕蟲病毒入侵伊朗核電廠,並控制了其核心設備,大大拖延了伊朗的核計畫。

充分發揮非對稱作戰優勢,提高作戰效益。 「舒特」計畫是美國空軍為了壓制敵方防空能力而提出的。 它利用不對稱作戰理論來摧毀敵方的防空系統。 核心目標是入侵敵方通訊、雷達、電腦等網路電力系統。 戰爭中,「舒特」攻擊可以透過遠程無線電侵入敵方防空預警系統和通訊系統的電腦網絡,進而攻擊並癱瘓敵方防空系統,或攻擊敵方可用的電子系統和網路系統,突破敵人的網絡。 攔截,然後利用相應的專業算法(主要是“木馬”病毒)侵入敵方雷達或網絡系統,監聽或竊取相關信息,洩露敵方作戰計劃、部隊部署、武器裝備等重要信息,從而幫助調整己方的作戰計畫、作戰結構和武器配比,以最小的成本獲得最大的利益。

網路空間作戰的未來發展

各國日益重視,大力發展。 隨著各國意識的加深,發展網路能力、贏得網路戰爭已成為各國謀求軍事優勢、贏得未來戰爭的重要內容。 2015年,美軍根據「伊斯蘭國」組織成員在網路上發布的評論和照片,利用大數據分析和偵察定位,最終在22小時內摧毀了一個「伊斯蘭國」指揮所。 目前,美國已成立網路空間司令部,組成網路空間作戰部隊,深化作戰理論研究,初步形成網路空間作戰能力。 其他國家也開展了網路競賽。 為了加強網路空間作戰能力,法國成立了新的資訊系統安全局。 英國政府發布國家通訊安全戰略,宣布成立網路安全辦公室和網路安全行動中心。 日本建立了以電腦專家為主的網路戰部隊,顯示網路空間戰引起了越來越多國家的興趣。

融合多種技術,增強網路空間作戰能力。 隨著新技術的突破,大數據技術、5G技術、人工智慧技術可以應用於網路空間作戰。 大數據技術可以儲存大量數據、收集複雜類型的數據,並且可以快速計算並獲取有用的信息。 它可以加快網路空間戰爭各方面的執行速度並使其更加精準。 5G技術具有低時延、高傳輸、大容量的特點,使得網路空間戰爭在全球環境、多域協同作戰中更具威脅性。 此外,還可以利用人工智慧深度學習、推理等能力來模擬網路空間戰爭。 在這個過程中,可以發現自身武器系統的弱點並加以改進。 透過這些技術的深度融合,可以將網路空間打造為智慧化、高傳輸、高精度的網路環境,為未來資訊化聯合作戰打造智慧大腦。

並掌握未來經營的主動權。

有效推進聯合作戰。 利用跨域資訊化聯合作戰本質上是基於地理空間部署,建立穩定且有效率的網路空間資訊活動態勢,共同實現作戰目標的新型作戰形態。 聯合部隊有不同的資訊能力。 實現高度共享和深度融合,增強即時態勢感知,提高指揮效率,提高一體化戰鬥力。 網路能力不僅可以服務單一軍種或單位,還可以優先保障戰略級目標,高水準組織網路戰爭和各兵種作戰,規劃陸、海、空等網路作戰。空氣和空間維度。 戰鬥目標。

未來的戰爭將是智慧化、系統化的戰爭。 「聯合資訊環境」是實現「跨域協作」、打造「全球一體化作戰」能力的策略性舉措。 隨著科技的不斷改善與發展,網路空間作戰將成為核心作戰領域之一,將大幅提升未來系統作戰效能,為謀取資訊優勢、贏得戰爭提供重要支撐。

外文原版英文:

With the continuous development of science and technology, the form of war has entered the era of information warfare. Information has become the dominant element of combat effectiveness. Both combatants are engaged in fierce confrontation around the collection, transmission and processing of information. Cyberspace is a channel for the transmission of data and information. The bridge between modern combat units.

The U.S. military was the first to militarize cyberspace. In 2008, the United States established the Air Force Cyber ​​Command and defined cyberspace as the entire electromagnetic spectrum space, extending cognition and practice from the narrow information domain to the broad cyber domain. . In January 2018, the U.S. Army Training and Doctrine Command (TRADOC) released “TP 525-8-6 U.S. Army Cyberspace and Electronic Warfare Operational Concept 2025-2040”, which describes how the U.S. Army will operate in cyberspace and electronic warfare. operate in the electromagnetic spectrum to meet the challenges of future operational environments. Compared with other traditional combat domains, what impact will cyberspace have on future operations? In the context of future integrated joint operations, what breakthroughs can it bring to multi-domain joint operations?

Mysterious – Cyberspace Operations

The fifth major area of ​​information warfare. The term cyberspace first appeared in the 1982 Canadian science fiction novel “Fragments of the Holographic Rose”, which describes a cyberspace where the Internet and human consciousness are integrated. According to the U.S. Department of Defense Military Vocabulary Dictionary, cyberspace is a global domain within the information environment that consists of independent information technology infrastructure networks, including the Internet, telecommunications networks, various local area networks and computer systems, and embedded processors and controller. With the continuous development of network technology, cyberspace has expanded from computer networks to the invisible electromagnetic spectrum, which is a physical field in the electromagnetic environment. It includes not only computer networks as we usually recognize them, but also all physical systems that use various types of electromagnetic energy.

In addition, in modern warfare, cyberspace is a new field of information warfare. It has been listed by the US military as one of the five areas that are as important as land, sea, air and space and must maintain decisive advantages. It involves network warfare, information warfare, electronic warfare, space warfare, command and control warfare, C4ISR and other fields. It is a fifth-dimensional battle space that transcends the traditional four-dimensional battle space of land, sea, air and space. It is both relatively independent and embedded in other fields. Compared with traditional fields, cyberspace has the characteristics of blurred border boundaries, wide coverage, and complex and changeable situations.

Cyberspace operations transcend the limitations of time and space. Due to the lack of geographical boundaries and natural boundaries in the electromagnetic spectrum, cyberspace transcends the limitations of geographical boundaries, time and distance, allowing cyberspace operations to occur almost anywhere, across land, sea, space and air operations, integrating traditional In the four-dimensional combat space field, attacks on remote targets can be carried out instantly. Since the propagation speed of information in cyberspace is close to the speed of light, high-speed information transmission will greatly improve combat efficiency and capabilities, and provide the ability to make quick decisions, guide operations, and achieve expected combat effects. More importantly, according to operational needs, achieving military goals or military effects in or through cyberspace can be divided into two types: offensive cyber operations and defensive cyber operations.

Offensive cyber operations refer to preventing, weakening, interrupting, destroying or deceiving the enemy’s network in cyber space to ensure one’s own freedom of action in cyber space. Its main actions include the implementation of electronic system attacks, electromagnetic system blockade and attack , network attacks and infrastructure attacks, etc. Defensive cyber operations include activities to defend, detect, characterize, counter and mitigate cyberspace threat events, aiming to protect the U.S. Department of Defense network or other friendly networks, maintain the ability to passively and proactively exploit friendly cyberspace, and protect data , network and other specified system capabilities.

Electromagnetic warfare in cyberspace

Strategic deterrence, public opinion wins. In recent years, there have been an increasing number of cyber attacks against economic, political, military and other targets. Due to the characteristics of large scale, good concealment, and ability to attack infrastructure networks, these attacks have become an advantage for some countries in political conflicts. means of advantage. During the conflict between Russia and Ukraine, Russia used cyberspace as its position and radio-electronic warfare as assistance to cut off the Ukrainian system in communications and interrupt the Ukrainian command; it resisted negative news in public opinion and released positive news; it paralyzed the enemy on the Internet. Use the enemy’s website to create panic, and then cooperate with the frontal attack of the troops to achieve the goal of quick victory.

Global layout, capturing enemies from thousands of miles away. In the process of establishing a cyberspace security framework dominated by its own country, the United States has mastered the cyberspace operations of its allies and established global military bases and cyberspace interconnectivity. Relevant intelligence personnel complete network presets through intelligence operations in peacetime, such as using the Internet and other means to monitor and collect enemy network data through intelligence analysis. Through network presets, when necessary, network vulnerabilities can be exploited to invade the enemy’s network, control the system, destroy data, etc., to achieve “taking the enemy’s life thousands of miles away.” In July 2010, the United States invaded Iran’s nuclear power plant through a certain worm virus and took control of its core equipment, greatly delaying Iran’s nuclear program.

Give full play to the advantages of asymmetric combat and improve combat benefits. The “Shute” plan was proposed by the U.S. Air Force to suppress the enemy’s air defense capabilities. It uses asymmetric combat theory to destroy the enemy’s air defense system. The core goal is to invade the enemy’s communications, radar, computer and other network power systems. In war, the “Shute” attack can invade the computer network of the enemy’s air defense early warning system and communication system through remote radio, and then attack and paralyze the enemy’s air defense system, or attack the enemy’s available electronic systems and network systems to break through the enemy’s network. Block, and then use corresponding professional algorithms (mainly “Trojan horse” viruses) to invade the enemy’s radar or network system, monitor or steal relevant information, and leak important information about the enemy’s combat plan, troop deployment, and weapons and equipment, thereby helping Adjust the combat plan, combat structure and weapon ratio to your own side to obtain the maximum benefits at the minimum cost.

The future development of cyberspace operations

Paying increasing attention to it, countries are vigorously developing it. As countries’ understanding deepens, developing cyber capabilities and winning cyber wars have become an important part of countries seeking military advantages and winning future wars. In 2015, based on comments and photos posted online by members of an “Islamic State” organization, the U.S. military used big data analysis and reconnaissance positioning, and finally destroyed an “Islamic State” command post within 22 hours. At present, the United States has established a Cyberspace Command, organized a cyberspace combat force, deepened research on combat theory, and developed preliminary cyberspace combat capabilities. Other countries have also launched cyber competitions. In order to strengthen its cyberspace combat capabilities, France established a new Information Systems Security Agency. The British government released the National Communications Security Strategy and announced the establishment of a Cybersecurity Office and a Cybersecurity Action Center. Japan has established a cyber warfare force mainly composed of computer experts, which shows that cyber space warfare has aroused the interest of more and more countries.

Integration of multiple technologies to enhance cyberspace combat capabilities. With the breakthrough of new technologies, big data technology, 5G technology, and artificial intelligence technology can be applied to cyberspace operations. Big data technology can store large amounts of data, collect complex types of data, and can quickly calculate and obtain useful information. It can speed up the execution of all aspects of cyberspace warfare and make it more accurate. 5G technology has the characteristics of low latency, high transmission and large capacity, making cyberspace warfare more threatening in a global environment and multi-domain coordinated operations. In addition, artificial intelligence deep learning, reasoning and other capabilities can be used to simulate cyberspace warfare. In the process, the weaknesses of one’s own weapon systems can be found and improved. Through the deep integration of these technologies, cyberspace can be built into an intelligent A network environment with high transmission and precision can create an intelligent brain for future information-based joint operations and grasp the initiative in future operations.

Effectively promote joint operations. The use of cross-domain information-based joint operations is essentially a new combat form that jointly achieves operational goals by establishing a stable and efficient cyberspace information activity situation based on the deployment of geographical space. The joint forces have different information capabilities. Achieve a high degree of sharing and deep integration to enhance real-time situational awareness, improve command efficiency, and improve integrated combat effectiveness. Cyber ​​capabilities can not only serve a single service branch or unit, but can also prioritize the protection of strategic-level goals, organize cyber wars and operations of various arms with a high overall level, and plan cyber operations in land, sea, air, and space dimensions. battle target.

Future wars will be intelligent and systematic wars. The “joint information environment” is a strategic move to achieve “cross-domain collaboration” and build “global integrated operations” capabilities. With the continuous improvement and development of technology, cyberspace Operations will become one of the core operational domains, which will greatly improve the effectiveness of future systematic operations and provide important support for seeking information advantages and winning wars.

2020 年 8 月 31 日 | 來源:人民網-軍事頻道

https://military.people.com.cn/n1/2020/0831/c1011-3184888z.html

中國探索制勝認知作戰的軍事設計

Chinese Military Designs for Exploring Winning Cognitive Operations

國語原版:

編按

從最新的局部戰爭實踐來看,認知域作戰已成為深刻影響戰爭走向的重要變因。 認知域作戰中,各方圍繞輿論掌控、資訊引導、認知塑造等展開激烈爭奪,不僅有實體對抗,更有來自虛擬空間的較量,展現出數位時代「技術+」的顯著特徵。 探尋認知域作戰制勝之道,對於掌控認知域作戰主動權、打贏未來戰爭具有重要的現實意義。

奪取控腦權成為認知域作戰終極目標

大腦是一切思考活動的物質基礎,是影響和控制人類作出行為改變的指揮中樞,而感覺、知覺和意識則構成了大腦反映世界的三個面向。 如何贏得控腦權,日益成為交戰各方在認知域作戰領域研究與關注的重點。

積極爭奪感覺控制權。 感覺是客觀事物的特性在人腦中引起的反應,是形成各種複雜心理過程的基礎。 隨著腦科學、分子生物學、神經化學等學科的快速發展,人類開始逐步獲得在生理層面對大腦進行幹預和控制的能力。 根據國外實驗結果顯示,吸入催產素會讓人更信任他人,更能產生共感,進而影響一個人的親社會性和道德表現。 未來作戰,交戰各方透過利用聲光電等物理刺激,或化學藥物作用於目標對象的聽覺、視覺、嗅覺等感覺系統,甚至將上述影響直接作用於人的腦部,在目標對像大腦中激發出 特定的情緒反應,可實現對其在生理層面的認知影響和控制。

有效爭奪知覺抑制權。 知覺是在感覺基礎上形成的,反映客觀事物的整體形象和表面連結的心理過程。 其中,個體的態度、動機、興趣,以及過去的經驗和未來的預期,是影響個體對知覺目標知覺的關鍵變項。 戰時,交戰各方透過瞄準目標對象心理上的疑點、弱點、需求點,抓住有利時機,借助特定的訊息,對目標對象的知覺進行情感影響、心智誘導或攻心瓦解,以增加目標對象對 戰爭風險的預期,削弱其抵抗意志和作戰決心,從而實現小戰、少戰甚至不戰而屈人之兵的目的。

全面爭奪意識塑造權。 意識是透過感覺、知覺、思考等心理過程實現的,表現為知、情、意的統一。 戰爭的根本目的是迫使敵人屈服。 從古今中外的戰爭實踐看,為了贏得意識塑造權,交戰各方會盡其所能,調用一切可以調用的軍事力量,綜合運用政治、經濟、文化、外交等手段,對敵人實施政治瓦解、外交 孤立、輿論引導、法理宣示,引發目標對象個體或群體的理性思辨、倫理共鳴或價值認同,進而改變其世界觀、人生觀、價值觀,形成較為穩定長遠的認知影響或控制,從而實現「全勝 」的目的。

掌權控制資訊權成為認知域作戰關鍵

認知域作戰的武器彈藥是訊息,掌握資訊的生成、辨識、取得、傳播、回饋的主動權,是贏得認知域戰場優勢的關鍵。

主動實施強烈心理刺激,助推訊息滲透。 現代戰爭對抗激烈複雜,各種對抗要素在多維多域立體展開,戰機稍縱即逝。 作用於認知域的力量與手段必須緊跟戰場態勢發展變化,廣泛藉助閾下訊息植入、聲光電磁心理滋擾損傷、非接觸式情緒控制等強烈心理刺激手段,主動出擊,以誘導目標 對象的情感、意志、思想、信念等出現混亂、迷惘或激變,進而達成對目標對象認知系統控制與影響的目的。

廣泛運用智慧演算法,實現精準推送。 隨著網路滲入人類生活各個層面,所有人都會在網路上留下大量資料資訊。 戰時,交戰各方會藉助大數據、雲端運算、物聯網、區塊鏈等現代資訊技術,對目標對象的社交數據、軌跡數據、金融數據、網購記錄、搜尋記錄、個人通訊記錄等網路數據 資訊進行深度挖掘關聯,實現對目標對象的“認知畫像”,系統分析出目標對象的興趣偏好、行為趨勢、人際關係以及價值取向,從而立體掌握相關個體或特定群體的特徵。 而後藉助智慧演算法技術,將個人化客製化認知訊息向目標對象實施精準推送,進而影響目標對象對戰爭的態度、情感以及價值判斷,進而助推己方作戰目的與政治意圖的實現。

有效聚合社會支持系統,實現整體連結。 社會支持系統,是一個人在自己的社會關係網絡中所能獲得的、來自他人的物質和精神上的幫助和支援,是影響和決定個體獲得情感依賴和認知走向的關鍵因素。 可以說,認知域作戰能否成功,獲得目標對象社會支持系統的支持和協助至關重要。 借助現代資訊技術,可以有效關聯到目標對象的親人、朋友、同學、合作夥伴等特定社會關係人,透過對上述關係人施加針對性影響,取得對方的理解、支持和信任,動員特定關係人對 目標對象施加影響,更能贏得目標對象的信任與接納,更容易使目標對象產生認知改變,進而達成對目標對象的認知影響與控制的目的。

虛擬空間成為認知域作戰主戰場

在人類虛擬空間不斷拓展的趨勢下,虛擬空間正成為現代戰爭尤其是認知域作戰的主戰場,某種程度上決定未來戰爭的勝負。

新興傳播形態成為認知域作戰新手段。 隨著行動互聯技術的不斷發展,以社群媒體等為代表的新興傳播形態逐步成為認知對抗的全新平台和主流陣地。 從近幾場局部戰爭來看,社群媒體的地位作用越來越突出,交戰各方透過借助個人部落格、論壇等平台即時發布戰場圖文、錄影和評論跟帖,不僅成為全球行動網媒終端 的共議話題,也成為全球不同國家、不同勢力派別價值認知賽局的主陣。 社群媒體等新興傳播形態以其獨特的去中心化及互動性特點,打破了傳統傳播方式中的資訊壟斷與資訊控制,催生了眾多的產品樣態,在滿足人們資訊需求的同時,也在 不知不覺中改變人們的認知。 可以預見,未來認知域作戰中,社群媒體的地位角色將會越來越突出。

網路空間成為認知域作戰新空間。 在資訊化智慧化條件下,網路技術的門檻大大降低,全球即時觀戰成為可能。 現代戰爭已從電視時代的“起居室戰爭”,發展成今天全媒體時代的“掌上戰爭”。 網路直播比任何形式的戰地報道都更直觀更豐富,「全球共時性」成為突出的特點。 透過網路直播,交戰雙方激戰的影片、畫面和眾多燒毀的坦克、裝甲車,以及被戰火毀壞的家園、逃離家園的難民都可以直觀地呈現出來。 人們可以透過網路看到一個個具體的平民、雙方戰士的微觀狀態,戰場的「透明化」讓任何試圖掩蓋真相的努力和不實的虛假陳述變得愈來愈困難。 但另一方面,智慧語音克隆、視頻人像模擬替換等技術的出現,讓人們看到的不一定“誠如所見”,聽到的也不一定“真如所聽”,網絡直播下的認知 域作戰增添了更多可能和想像的空間。

智慧化網路軍團成為認知域作戰新生力量。 資訊網路的發展突破了人際溝通的真實性限制,我們難以確定網路另一端是不是真實存在的人。 基於大規模互動的需要,智慧化、自動化、規模化的網路空間機器人正異軍突起,它們廣泛活躍於網路空間的各個角落。 這些智慧化網路軍團具備智慧辨識、智慧應答甚至類腦思考的能力,並且不知疲憊、全時無休,智慧化網路軍團正成為未來認知域作戰的重要力量。 從當前相關技術發展趨勢來看,世界各主要國家甚至商業組織,正在把目光投向網路機器人在群組滲透、直播跟評、塑造輿論態勢、管控網路危機等方面的潛力前景,在網路智慧機器人柔性引導 技術群自動取得、自動培育和群組滲透等關鍵技術上加強研發力度,透過發現並有效利用網路使用者行為規律,為輿論引導、認知塑造、行為導控提供智慧、高效的技術支援。

現代外語:

Judging from the latest local war practice, cognitive domain operations have become an important variable that profoundly affects the direction of war. In cognitive domain operations, all parties compete fiercely for control of public opinion, information guidance, and cognitive shaping. There are not only physical confrontations, but also competitions in virtual space, demonstrating the distinctive characteristics of “technology +” in the digital era. Exploring the way to win in cognitive domain operations is of great practical significance for controlling the initiative in cognitive domain operations and winning future wars.

Seizing control of the brain has become the ultimate goal of cognitive domain operations

The brain is the material basis of all thinking activities and the command center that influences and controls human behavior changes. Feeling, perception and consciousness constitute the three aspects of the world that the brain reflects. How to win the right to control the brain has increasingly become the focus of research and attention by all warring parties in the field of cognitive domain operations.

Actively fight for sensory control. Feeling is the reaction caused by the characteristics of objective things in the human brain, and is the basis for various complex psychological processes. With the rapid development of brain science, molecular biology, neurochemistry and other disciplines, humans have gradually gained the ability to intervene and control the brain at the physiological level. According to foreign experimental results, inhaling oxytocin will make people more trusting of others and more empathetic, thereby affecting a person’s prosociality and moral performance. In future operations, the warring parties will use physical stimulation such as sound, light and electricity, or chemical drugs to act on the target’s hearing, vision, smell and other sensory systems. They may even directly act on the human brain to stimulate the target’s brain. Specific emotional reactions can achieve cognitive influence and control on the physiological level.

Effective competition for perceptual suppression. Perception is a psychological process formed on the basis of sensation and reflects the overall image and surface connection of objective things. Among them, the individual’s attitude, motivation, interest, as well as past experience and future expectations are the key variables that affect the individual’s perception of the perceptual target. During wartime, warring parties aim at the target’s psychological doubts, weaknesses, and needs, seize favorable opportunities, and use specific information to emotionally influence, mentally induce, or disrupt the target’s perception in order to increase the target’s perception of the target. The expectation of war risks weakens their will to resist and their determination to fight, thereby achieving the purpose of subduing the enemy with a small war, less fighting or even no fighting.

Comprehensive competition for the right to shape consciousness. Consciousness is realized through psychological processes such as feeling, perception, and thinking, and is manifested as the unity of knowledge, emotion, and intention. The fundamental purpose of war is to force the enemy to surrender. Judging from the war practice at home and abroad in ancient and modern times, in order to win the right to shape consciousness, the warring parties will do their best to mobilize all available military power and comprehensively use political, economic, cultural, diplomatic and other means to carry out political disintegration and diplomatic measures against the enemy. Isolation, guidance of public opinion, and declaration of legal principles can trigger rational thinking, ethical resonance, or value recognition of target individuals or groups, thereby changing their worldview, outlook on life, and values, forming a relatively stable and long-term cognitive influence or control, thereby achieving “complete victory.” “the goal of.

Controlling information becomes the key to cognitive domain operations

The weapon and ammunition of cognitive domain operations is information. Mastering the initiative in the generation, identification, acquisition, dissemination and feedback of information is the key to gaining battlefield advantage in the cognitive domain.

Actively implement strong psychological stimulation to promote information penetration. Confrontations in modern warfare are fierce and complex, with various elements of confrontation unfolding in multi-dimensional and multi-domain contexts, and fighter jets fleeting. The forces and methods acting in the cognitive domain must keep up with the development and changes of the battlefield situation, and make extensive use of strong psychological stimulation methods such as subliminal information implantation, acousto-optical electromagnetic psychological nuisance damage, and non-contact emotional control to take the initiative to induce the target. The subject’s emotions, will, thoughts, beliefs, etc. appear chaotic, confused or radically changed, thereby achieving the purpose of controlling and influencing the cognitive system of the target subject.

Extensive use of intelligent algorithms to achieve accurate push. As the Internet penetrates into every aspect of human life, everyone will leave massive amounts of data and information online. During wartime, warring parties will use modern information technologies such as big data, cloud computing, the Internet of Things, and blockchain to analyze the target’s social data, trajectory data, financial data, online shopping records, search records, personal communication records and other network data. The information is deeply mined and associated to achieve a “cognitive portrait” of the target object, and the target object’s interest preferences, behavioral trends, interpersonal relationships and value orientations are systematically analyzed, thereby three-dimensionally grasping the characteristics of relevant individuals or specific groups. Then, with the help of intelligent algorithm technology, personalized and customized cognitive information is accurately pushed to the target object, thereby affecting the target object’s attitude, emotion and value judgment towards the war, thereby promoting the realization of one’s own combat objectives and political intentions.

Effectively aggregate social support systems to achieve overall linkage. The social support system is the material and spiritual help and support that a person can obtain from others in his or her social network. It is a key factor that affects and determines the emotional support and cognitive direction of an individual. It can be said that for the success of cognitive domain operations, it is crucial to obtain the support and assistance of the target’s social support system. With the help of modern information technology, we can effectively connect to the target’s relatives, friends, classmates, partners and other specific social relations. By exerting targeted influence on the above-mentioned relations, we can gain the understanding, support and trust of the other party, and mobilize the specific relations to When the target object exerts influence, it is easier to win the trust and acceptance of the target object, and it is easier for the target object to undergo cognitive changes, thereby achieving the purpose of cognitive influence and control on the target object.

Virtual space becomes the main battlefield for cognitive domain operations

With the continuous expansion of human virtual space, virtual space is becoming the main battlefield of modern warfare, especially cognitive domain warfare, which determines the outcome of future wars to a certain extent.

Emerging communication forms have become new means of warfare in the cognitive domain. With the continuous development of mobile Internet technology, emerging communication forms represented by social media have gradually become a new platform and mainstream position for cognitive confrontation. Judging from recent local wars, the status and role of social media has become more and more prominent. All warring parties use personal blogs, forums and other platforms to publish battlefield graphics, video recordings and comments in real time, which has not only become a global mobile network media terminal It has also become the main battleground for the value perception game among different countries and different factions around the world. Emerging communication forms such as social media, with their unique decentralization and interactivity characteristics, have broken the information monopoly and information control in traditional communication methods and spawned numerous product styles. While meeting people’s information needs, they are also Unknowingly changing people’s perceptions. It is foreseeable that social media will play an increasingly prominent role in future cognitive domain operations.

Cyberspace has become a new space for cognitive domain operations. Under the conditions of informatization and intelligence, the threshold of network technology has been greatly reduced, making it possible to watch the game in real time around the world. Modern warfare has developed from “living room warfare” in the television era to “handheld warfare” in today’s all-media era. Online live broadcast is more intuitive and richer than any form of battlefield reporting, and “global synchronicity” has become a prominent feature. Through live broadcasts on the Internet, videos and pictures of fierce battles between the two warring parties, as well as numerous burned tanks and armored vehicles, as well as homes destroyed by the war and refugees fleeing their homes, can be visually displayed. People can see the micro-state of individual civilians and soldiers on both sides through the Internet. The “transparency” of the battlefield makes any attempt to conceal the truth and false statements more and more difficult. But on the other hand, the emergence of technologies such as intelligent voice cloning and video portrait simulation replacement means that what people see may not necessarily be “as seen” and what they hear may not be “as heard”. Cognition under online live broadcasts Domain operations add more room for possibility and imagination.

The intelligent network army has become a new force in cognitive domain warfare. The development of information networks has broken through the authenticity limitations of interpersonal communication, and it is difficult for us to determine whether the other end of the network is a real person. Based on the needs of large-scale interaction, intelligent, automated, and large-scale cyberspace robots are emerging. They are widely active in every corner of cyberspace. These intelligent network armies have the capabilities of intelligent recognition, intelligent response and even brain-like thinking. They are tireless and work around the clock. Intelligent network armies are becoming an important force in future cognitive domain operations. Judging from the current development trends of related technologies, major countries and even business organizations in the world are focusing on the potential prospects of network robots in group penetration, live broadcast follow-up, shaping public opinion, and managing network crises. In the flexible guidance of network intelligent robots, Increase research and development efforts on key technologies such as automatic acquisition of technology groups, automatic cultivation and group penetration, and provide intelligent and efficient technical support for public opinion guidance, cognitive shaping, and behavioral guidance and control by discovering and effectively utilizing the behavioral patterns of network users.

中國軍事原文來源:https://www.81.cn/jfjbmap/content/2022-09/01/content_323888.htm

中國軍事認知域作戰:關注對手思想與情感衝突-認知域作戰的突出屬性

Chinese Military Cognitive Domain Operations: Focus on the Adversary Mind and Emotional Conflict – Prominent Attributes of Cognitive Domain Operations

要點提示

●實務證明,認知域作戰打破了傳統意義上的線上線下的資料壁壘,透過統合利用電信網路、網際網路、物聯網等管道,借助先進演算法,發起者可以有效切換各種空間,優選作戰樣式 ,甚至聚焦在私人空間、公共空間精準釋放乾擾訊息,以達到傳統作戰方式無法達到的效果。

●在未來的認知域作戰中,科學和邏輯等理性因素對個體認知的影響極有可能被削弱,認知對抗或將成為情感與情感的較量。

目前,智慧化科技的快速發展,正全方位變革訊息傳播的邏輯,使訊息對思維意識的影響更加深刻和全面,人的大腦認知真正上升為軍事對抗的重要場域。 智慧化時代,資訊傳播機制的不斷演進將從多面向體系化重塑認知對抗,進而推動認知域作戰發生根本性變革。

人工智慧成為認知域作戰的主要驅動力

智慧化時代,資訊傳播以數據為依托,人工智慧技術貫穿資訊收集、生產、回饋等全過程。 人工智慧這項顛覆性技術在軍事領域的廣泛深入應用,將是未來認知域作戰規劃和實施等整個過程的關鍵支撐。

人工智慧技術將貫穿未來認知域作戰多場景。 在認知域作戰行動部署、節奏把控等過程中,參戰各方依托先進算法作為行動的“調控者”“把關人”,來自各個作戰域的大量關於戰場行動的信息,為交戰各方 高效率決策和實施認知域作戰提供驅動力。 實踐證明,認知域作戰打破了傳統意義上的線上線下的資料壁壘,透過統合利用電信網路、互聯網、物聯網等管道,借助先進演算法,發起者可以有效切換各種空間,優選作戰樣式, 甚至聚焦在私密空間、公共空間精準釋放乾擾訊息,以達到傳統作戰方式無法達到的效果。

此外,人工智慧從賦能單環節朝向連結作戰各環節、全流程演變。 目前,人工智慧在資訊傳播中也局限於定位目標受眾,以提高資訊和信宿的匹配率。 未來認知域作戰,人工智慧將在認知域作戰規劃和實施各環節「一站式」發揮作用,並不斷強化各環節之間的耦合。 外軍認為,未來認知域作戰中,可利用數據差異化投送,啟動機器人瞬時製造輿論潮流,影響認知效果。 戰略戰役層面,可基於長期追蹤數據和不斷調整優化的演算法策略,計算不同地域、群體認知態勢,輔助決策者規劃核心敘事、主要議題等,從而調控行動實施和協同動作。

自主對抗成為認知域作戰的顯著特徵

隨著智慧程式從協同傳播、參與傳播到自主傳播,以及智慧終端的連結生態的不斷擴大,未來戰場上,官兵將越來越多地可以接收到智慧程式、智慧終端發送的各類訊息。 而在虛擬空間,數位孿生體、虛擬人之間的互動溝通,將會傳導作用於現實世界人的認知。 從智慧化條件下的認知域作戰的發展趨勢來看,人的介入度將逐漸降低,資訊彈藥的採集、合成、發送將更加自主高效,話語策略、行動策略的製定執行更趨自主化, 整個流程節奏空前快速。 但就結果而言,人仍是認知域作戰的最終目標,由自主化武器賦能加速的流程會持續強化對人認知的控制。

借助智慧程式、智慧終端、數位孿生體、虛擬人等自主對抗工具,參戰各方將在認知域作戰態勢佈設、時空運用、資訊內容設計等方面擁有更多彈性,資訊真偽對抗將更加 突出。 未來的認知域作戰,自主化武器將有可能突破力量與時空的限制,行動樣式更趨複雜。 外軍實踐表明,運用網路進行面向大眾的「噴灌式」傳播、面向特定群體的「滴灌式」傳播,將成為認知域作戰的常見樣式。 智慧程式、智慧終端機由於具有大量複製部署、不間歇運轉等特點,能夠支援開發更多更複雜的行動樣式。 如可圍繞特定議題、瞄準特定攻擊對象,迅即調動海量社交機器人,輪番集中擴散信息,或利用圍繞特定個體的智能設備採集相關數據,運用對話機器人、虛擬人與個體長期伴生互動、持續誘導,以 達成作戰目的。

未來認知域作戰,自主化武器隱蔽操控認知域戰場將成為常態,社交機器人可以根據需要製造假輿情、假熱點,從而產生更多的個體感知迷霧;智能合成技術將降低虛假信息製作門檻, 從而增加鑑偽成本和難度;機器人帳號、虛擬人信源將更難以甄別,而「一對一」的認知詐欺日益普遍。

情感衝突成為認知域作戰的突出屬性

智能化時代,新科技將拓寬人類的認知範圍、加深人們的感知程度。 擴展現實、元宇宙等技術將更全像、透明地呈現戰場環境、事件現場等,且場景可觸可感可交互,受眾在認知事件真相時將會更加受制於感性邏輯的影響。

得益於行動互聯網的發展,資訊傳播的迅捷度快速提高,透過大批次的資訊短時間內集中釋放,可極大壓縮個體的反應時間,使個體難以進行深度思考。 在事件全貌完整展現之前,受眾往往已形成立場傾向甚至將注意力轉向新焦點,依據碎片化線索輸出結論的模式加劇了對訊息的非理性、情緒化反應。 在未來的認知域作戰中,科學和邏輯等理性因素對個體認知的影響極有可能被削弱,認知對抗或將成為情感與情感的較量。 在訴諸理性與訴諸感性的抉擇中,參戰各方越發注重以情動人,透過感性手段激盪、佔據甚至極化目標對象心智,主導認知域對抗態勢。

智能化時代,認知撬動愈加倚重感性爭取。 一方面,以情緒喚醒策略增強認知共鳴。 未來的認知域作戰,行動發起者透過把殘酷激烈的交戰畫面、戰後慘像或參戰士兵傷亡過程與現狀有所選擇地呈現於受眾眼前,以此強烈刺激受眾情緒,喚醒受眾內心深處 的情感認同。 人作為傳播網絡的節點,透過智慧演算法可蒐集各類體徵數據,使行動發起者得以較準確地研判訊息所產生的情緒效果,進而動態調整內容,強化情緒反應。 行動發起者透過數據計算選定具有相似理解語境、相同情感特質的群體,或選定易受影響、具有較大影響價值的特定個體,透過靶向傳播同質化的信息流,從而激發其 群體認知共鳴。

另一方面,以道德裹挾策略激發價值認同。 面對累積加重的片段化、非理性認知反應模式,作戰行動發起者可透過二元對立的話語體系佔據道德高點、匯聚利己價值認知洪流,進而實現裹挾效果。 智慧傳播環境下豐富的呈現形態、直抵民眾的社群管道,為行動發起者運用此策略提供了便捷手段。 近年來的局部戰爭中,科技演進對道德裹挾策略的促進已逐步體現,如社群媒體將以往的秘密外交暴露於民眾面前,交戰各方首腦政要運用這一手段,直播或全程公開與別處決策 層、菁英群等的溝通細節,話語策略也愈發突顯道德仲裁與批判,進而影響、刺激國際民眾支持己方價值立場。

萬物互聯擴展認知域作戰的戰場空間

隨著資訊傳播技術的發展,社群媒體逐漸成為塑造認知的主要戰場,交戰各方的機構、個人與民眾透過社群媒體可以直接接觸並產生相互關聯,從而使全天候的認知爭奪成為可能。

智慧傳播時代,萬物互聯成為新的社會連結模式,傳播主體、傳播行為無所不在。 在此影響下,認知域作戰空間將擴展至智慧物聯終端、場景,並延伸至實體空間和虛擬空間兩個世界。 萬物互聯導致認知域作戰空間的泛在,將進一步推動作戰主體的泛在,自然人、具備資訊收發能力的智慧終端,甚至網路世界中的虛擬角色都有可能成為作戰主體,認知域作戰參戰 力量的類型將會大大拓展,認知域作戰的組織方式將會向分散式協同方向轉變。

未來的認知域作戰,深處衝突腹地的人與機器都將成為作戰的重要力量,在智慧化技術的支撐下,將協同繪製戰場圖景、參與「書寫」戰爭全過程。 前線士兵透過社群網路源源不絕地將個人戰場經歷,經過個人化包裝後適時推送展現給世人,單兵裝備、作戰平台將擔負戰場影像擷取、傳輸任務,並根據預設程序觸發自動處理和發布機制 ,以多種方式配合實體空間作戰行動,爭奪制資訊權和製腦權。 隨著通訊技術的不斷發展,前線士兵、智慧裝備還可以根據上級指令,有針對性地對所掌握的資訊進行再加工、再處理,從而更加便捷地、全景全像地呈現己方所要表達的戰場景象 ,實現認知域作戰攻心奪志的最終目標。

外語英語翻譯:

Important tips

●Practice has proven that cognitive domain operations break the traditional online and offline data barriers. By integrating the use of telecommunications networks, the Internet, the Internet of Things and other channels, and with the help of advanced algorithms, the initiator can effectively switch between various spaces and optimize the combat style. , and even focus on private spaces and public spaces to accurately release interference information, thereby achieving effects that traditional combat methods cannot achieve.

●In future battles in the cognitive domain, the influence of rational factors such as science and logic on individual cognition is likely to be weakened, and cognitive confrontation may become a battle between emotion and emotion.

At present, the rapid development of intelligent technology is changing the logic of information dissemination in all aspects, making the impact of information on thinking and consciousness more profound and comprehensive, and human brain cognition has truly become an important field of military confrontation. In the era of intelligence, the continuous evolution of information dissemination mechanisms will systematically reshape cognitive confrontation from many aspects, thereby promoting fundamental changes in cognitive domain operations.

Artificial intelligence becomes the main driving force for cognitive domain operations

In the era of intelligence, information dissemination is based on data, and artificial intelligence technology runs through the entire process of information collection, production, and feedback. The extensive and in-depth application of artificial intelligence, a disruptive technology in the military field, will be a key support for the entire process of planning and implementation of future cognitive domain operations.

Artificial intelligence technology will run through multiple scenarios of future cognitive domain operations. In the process of deployment and rhythm control of combat operations in the cognitive domain, all parties involved in the war rely on advanced algorithms as the “regulators” and “gatekeepers” of the action. A large amount of information about battlefield operations from various combat domains provides the warring parties with Provide driving force for efficient decision-making and implementation of cognitive domain operations. Practice has proven that cognitive domain operations break the traditional online and offline data barriers. By integrating the use of telecommunications networks, the Internet, the Internet of Things and other channels, and with the help of advanced algorithms, the initiator can effectively switch between various spaces and optimize the combat style. It even focuses on private spaces and public spaces to accurately release interference information, thereby achieving effects that traditional combat methods cannot achieve.

In addition, artificial intelligence has evolved from empowering a single link to connecting all links and the entire process of combat. At present, artificial intelligence is still limited to locating target audiences in information dissemination to improve the matching rate between information and information sources. In future cognitive domain operations, artificial intelligence will play a “one-stop” role in the planning and implementation of cognitive domain operations, and will continue to strengthen the coupling between various links. Foreign militaries believe that in future operations in the cognitive domain, differentiated delivery of data can be used to activate robots to instantly create public opinion trends and influence cognitive effects. At the strategic and campaign level, based on long-term tracking data and continuously adjusted and optimized algorithm strategies, we can measure the cognitive status of different regions and groups, assist decision-makers in planning core narratives, major issues, etc., thereby regulating the implementation of actions and coordinated actions.

Autonomous confrontation has become a distinctive feature of cognitive domain operations

As intelligent programs move from collaborative and participatory dissemination to independent dissemination, and the connection ecology of intelligent terminals continues to expand, on the future battlefield, officers and soldiers will increasingly be able to receive various types of information sent by intelligent programs and intelligent terminals. In the virtual space, the interactive communication between digital twins and virtual people will affect people’s cognition in the real world. Judging from the development trend of cognitive domain operations under intelligent conditions, human intervention will gradually decrease, the collection, synthesis, and transmission of information ammunition will become more autonomous and efficient, and the formulation and execution of discourse strategies and action strategies will become more autonomous. The whole process is faster than ever. But in terms of results, people are still the ultimate target of cognitive domain operations, and the process accelerated by autonomous weapon empowerment will continue to strengthen the control of human cognition.

With the help of autonomous countermeasures tools such as intelligent programs, intelligent terminals, digital twins, and virtual humans, all parties involved in the war will have more flexibility in cognitive domain combat situation layout, time and space application, and information content design. Information authenticity confrontation will be more protrude. In future cognitive domain operations, autonomous weapons will likely break through the limitations of power and time and space, and their action patterns will become more complex. The practice of foreign military forces shows that using the Internet to carry out “sprinkler-type” communication for the general public and “drip-type” communication for specific groups will become a common pattern of cognitive domain operations. Smart programs and smart terminals can support the development of more and more complex behavior patterns due to their features such as batch copy deployment and non-intermittent operation. For example, you can focus on specific issues and target specific attack targets, quickly mobilize a large number of social robots, and take turns to spread information, or use smart devices around specific individuals to collect relevant data, and use conversational robots and virtual humans to interact with individuals for a long time and continue to induce them. achieve combat objectives.

In future cognitive domain operations, autonomous weapons covertly control the cognitive domain battlefield will become the norm. Social robots can create fake public opinions and fake hot spots as needed, thereby generating more individual perception fog; intelligent synthesis technology will lower the threshold for producing false information. This will increase the cost and difficulty of identifying counterfeiting; it will be more difficult to identify robot accounts and virtual human information sources, and “one-on-one” cognitive fraud will become increasingly common.

Emotional conflict becomes a prominent attribute of cognitive domain operations

In the era of intelligence, new technologies will broaden the scope of human cognition and deepen people’s perception. Technologies such as extended reality and the metaverse will present battlefield environments, event scenes, etc. more holographically and transparently, and the scenes will be touchable, perceptible, and interactive. The audience will be more subject to the influence of perceptual logic when recognizing the truth of events.

Thanks to the development of the mobile Internet, the speed of information dissemination has increased rapidly. The centralized release of large batches of information in a short period of time can greatly shorten the reaction time of individuals, making it difficult for individuals to think deeply. Before the full picture of the incident is fully revealed, the audience has often formed a stance or even turned their attention to a new focus. The mode of outputting conclusions based on fragmented clues intensifies irrational and emotional reactions to the information. In future battles in the cognitive domain, the influence of rational factors such as science and logic on individual cognition is likely to be weakened, and cognitive confrontation may become a battle between emotion and emotion. In the decision between appealing to reason and appealing to emotion, all parties involved in the war are paying more and more attention to moving people with emotion, using emotional means to stir up, occupy and even polarize the minds of the target objects, and dominate the confrontation situation in the cognitive domain.

In the era of intelligence, cognitive leveraging relies more and more on rational competition. On the one hand, emotional arousal strategies are used to enhance cognitive resonance. In future cognitive domain operations, action initiators will selectively present cruel and fierce battle scenes, post-war tragedies, or the casualties and current status of soldiers participating in the war to the audience, thereby strongly stimulating the audience’s emotions and awakening the audience’s innermost feelings. emotional identification. As a node in the communication network, people can collect various physical data through intelligent algorithms, allowing action initiators to more accurately judge the emotional effects of information, thereby dynamically adjusting content and strengthening emotional responses. Action initiators use data calculations to select groups with similar understanding contexts and the same emotional characteristics, or select specific individuals who are susceptible to influence and have greater influence value, and target and disseminate homogeneous information flows to stimulate them. Group cognitive resonance.

On the other hand, moral coercion strategies are used to stimulate value recognition. Faced with the accumulation of fragmented and irrational cognitive response patterns, combat action initiators can occupy the moral high ground through a binary oppositional discourse system, gather a torrent of self-interested value cognition, and then achieve a coercion effect. The rich presentation formats and social channels that directly reach the public in the intelligent communication environment provide convenient means for action initiators to use this strategy. In local wars in recent years, technological evolution has gradually promoted moral coercion strategies. For example, social media has exposed past secret diplomacy to the public. Leaders and politicians of warring parties have used this method to live broadcast or make the entire decision-making process public with other countries. The details of communication among political leaders, elite groups, etc., and the discourse strategies increasingly highlight moral arbitration and criticism, thereby influencing and stimulating the international public to support one’s own value position.

The Internet of Everything expands the battlefield space for cognitive domain operations

With the development of information communication technology, social media has gradually become the main battlefield for shaping cognition. Institutions, individuals and the public on all warring parties can directly contact and interact with each other through social media, making it possible to compete for cognition around the clock.

In the era of intelligent communication, the Internet of Everything has become a new social connection model, and communication subjects and communication behaviors are everywhere. Under this influence, the cognitive domain battle space will expand to smart IoT terminals and scenarios, and extend to both the physical space and the virtual space. The Internet of Everything has led to the ubiquity of the cognitive domain battle space, which will further promote the ubiquity of combat subjects. Natural people, intelligent terminals with information sending and receiving capabilities, and even virtual characters in the online world may become combat subjects, and cognitive domain operations will participate in the war. The types of forces will be greatly expanded, and the organization method of cognitive domain operations will shift towards distributed collaboration.

In future cognitive domain operations, humans and machines deep in the hinterland of conflicts will become important forces in combat. With the support of intelligent technology, they will collaborate to draw battlefield pictures and participate in “writing” the entire process of war. Frontline soldiers continuously share their personal battlefield experiences through social networks, then push them to the world in a timely manner after personalized packaging. Individual soldier equipment and combat platforms will be responsible for collecting and transmitting battlefield images, and trigger automatic processing and release mechanisms according to preset procedures. , cooperate with physical space combat operations in various ways to compete for information and brain control. With the continuous development of communication technology, frontline soldiers and intelligent equipment can also reprocess and reprocess the information they have in a targeted manner according to superior instructions, so as to more conveniently and panoramically present the battlefield scene that one wants to express. , to achieve the ultimate goal of cognitive domain operations to capture the mind and capture the will.

中國軍事原文來源:https://www.81.cn/yw_208727/10208858.html

中國軍事認知戰—「以決策為中心的戰爭」思想與認知複雜性:武器化的複雜性

Chinese Military Cognitive Warfare – Thoughts of “decision-centered warfare” and cognitive complexity: Weaponized Complexity

繁體中文

——由「決策中心戰」與認知複雜性所想到的

中国军网-解放军报

編按 複雜性科學是當代科學發展的前沿領域之一。 英國物理學家霍金稱「21世紀將是複雜性科學的世紀」。 作為人類社會的社會現象,戰爭從來就是一個充滿蓋然性的複雜巨系統。 近年來,隨著戰爭形態的演變,傳統科學體系下的知識論越來越難以滿足戰爭實踐發展的需要。 關注複雜性科學原理和思維方法,或將成為開啟現代戰爭大門的鑰匙。 這篇文章從複雜性科學角度對「決策中心戰」作一研究探討。

「決策中心戰」是近年來出現的新概念。 緣何提出「決策中心戰」? 按美軍的說法,要「打一場讓對手看不懂的戰爭」。 進入21世紀以來,隨著戰爭形態的演變和作戰方式的不斷變革,美軍發現傳統意義上的網路中心戰越來越難以適應戰場實際,「決策中心戰」在此背景下應運而生。

一、創造複雜

所謂“決策中心戰”,就是在人工智慧等先進技術的加持下,透過對作戰平台的升級改造、分散式部署實現多樣化戰術,在保障自身戰術選擇優勢的同時,向敵方施加高複雜度 ,以乾擾其指揮決策能力,在新維度上實現對敵的壓倒性優勢。

為什麼「對手看不懂」? 其實就是要透過分散式部署、彈性組合、智慧化指控,讓對手在認知上就對戰場態勢和作戰機制不理解,無所適從。 這是將戰爭對抗從機械化戰爭中比誰“力量大”,到信息化戰爭中比誰“速度快”,再到在未來戰爭中比誰“決策對”的又一次轉變。 用中國古代軍事家孫子的話說就是,“不戰而屈人之兵,善之善者也”,通過巧妙地指揮控制和決策,使得戰場情況變得更加複雜,讓對手沒辦法打仗。

如何做到這一點呢? 簡單地說,就是利用複雜系統的性質,找到對手的「命門」加以利用和控制。 一個基本方法就是,透過增加複雜性重塑對手的決策流程,逼迫對手引入新的決策參量,導致其決策變得複雜,從而改變因果關係和決策流程,最終使其走向混亂。 過去對抗局面之所以能夠發揮平衡作用,是因為所有參與者都清楚博弈的結果,因而容易做出權衡,但複雜性往往會破壞這種平衡。 這也是為什麼複雜性能夠作為武器的原因。

需要注意的是,戰場對任何一方都是公平的。 在未來戰場上,要讓敵人單向感到決策複雜,而己方不被複雜所困擾,首先要在指揮控制能力上優於對手。 戰場決策的複雜度主要體現在「OODA」循環的判斷和決策環節。 在正常環境下,「OODA」循環可以走完從觀察、判斷、決策到行動的完整週期。 但如果有辦法讓戰場變得更複雜,使得對手始終無法及時作出有效判斷,進而無法進入決策和行動環節,就可以把對手的「OODA」循環始終限制在觀察和判斷環節上,無法形成閉環, 這或許就是「決策中心戰」試圖創造複雜性想要達到的結果。 因此,如何快速作出判斷,就成為首要關注的問題。 如果這個認知過程能夠在人工智慧等先進技術支援下快速完成的話,也就是實現所謂的智慧認知,就可以大幅加快「OODA」循環速度,奪取單邊優勢。

在觀察的基礎上得出正確的判斷,是做出正確決策的前提。 但這是建立在「具有認知能力」這個條件下才能做到的。 目前,在指揮資訊系統、兵棋推演系統等系統中,這些認知工作基本上都是由人來完成的。 由人工智慧系統自主地完成判斷及決策,過去的嘗試幾乎都不成功,因為智慧認知建模的問題始終沒有解決好。 各種模型表現出來的行為都或多或少帶有“機械味”,並不能真正顯示出智能的特徵。 外軍這些年也一直將「人的行為建模」作為研究重點,但目前來看仍然進展緩慢。 智能認知為什麼這麼難,又難在哪裡? 筆者認為,其實核心困難就在如何理解和處置複雜性上面。

二、理解複雜

本世紀之初,美國蘭德公司針對2005年前後某熱點地區可能發生的軍事衝突,曾利用模擬系統對美國空軍作戰需求進行了1700餘次推演,然後進行統計分析,最後得出了美空軍如何 在戰場上保持優勢的結論。 這種統計分析方法有一個基本的假設:每個試驗都是獨立且無序的,規則之間也不會相互影響。 這就像丟硬幣一樣,丟一次正面,丟第二次有可能也是正面。 但如果丟1萬次,結果某一面的機率就會越來越趨近50%。 這種方法用於物理研究時是科學準確的,但移植到人類社會問題例如戰爭問題研究時,情況就變得不同了。

人是有認知的,不會像物理實體那樣只遵從物理定律,指揮官在對作戰問題進行分析時也不會只是簡單地機械重複。 通常情況下,人在決策時,一定會考慮先前的結果,導致對下一步行動有所調整。 這樣就會出現人類行為固有的冪律特徵,也就是常說的「二八律」。 所以,我們不能簡單地複製物理思維去思考人類社會的事情。

之所以會這樣,主要還是因為我們常常習慣用還原論的簡單思考方法來思考問題。 簡單系統結構不變,結果具有確定性,因果對應清楚,可重複、可預測、可分解還原等,已成為我們預設的科學思考方法。 但世界上還存在著許多複雜系統,這些系統存在著整體性質,像是人體、社會、經濟、戰爭等,都屬於這一類。 什麼叫整體性質? 就是觀察局部得不到,但在整體上看卻又存在的,就是整體性質。 舉例來說,一個活人和一個死人從成分上來看都一樣,但一死一活,差別就在於是否有生命,生命就是一種整體性質。 複雜系統結構可變,具有適應性、不確定性、湧現性、非線性等特點,且結果不重複,也不可預測。 社會、經濟、戰爭、城市包括智慧系統,這些與人有關的系統都有這些特點,其實它們都是典型的複雜系統。 所以,戰爭具有「勝戰不復」的特點,其實反映的就是戰爭複雜系統的「不可重複」性質。

正是因為複雜系統存在複雜性,原因和結果不能一一對應,會導致相似性原理失效,所以也就無法用傳統方法進行建模和研究。 為解決複雜性問題,過去採取的主要是一些傳統物理學方法,例如統計方法,以及基於Agent的簡單生命體建模方法。 前面提到的蘭德公司研究就是如此,雖然能解決部分問題,但將其用於解決與人有關尤其是與認知相關的問題時,得到的結果卻與實際偏離很大,不盡如人意 。

為什麼會這樣呢? 這是因為戰爭複雜度與物理複雜性所產生的源點不一樣。 物理複雜性的來源往往在於其物理運動規律是複雜的;而戰爭複雜性卻來自人的認知。 因為人不是雜亂無章、沒有思想的粒子,也不是只有簡單生命邏輯的低等生物,而是具有判斷和決策認知能力的智慧生物。 人會透過因果關係對結果進行反思、總結經驗再調整,然後決定後面如何行動。 而且,人的認知還會不斷發展,這又會進一步影響後續的認知,但由於認知具有很大的不確定性,所以未來的行動也就難以預測。

可以這樣說,在目前的技術條件下,可預測的基本上都是物理世界的簡單系統規律,而人的認知對社會或戰爭的影響往往是難以預測的。 所以說,拿物理思維去思考人類社會的事情是我們常犯的錯誤。 基於認知的複雜性,與那些一成不變的物理規律截然不同,我們應對戰爭中的複雜性,就必須針對「認知」這個核心特點,在指揮控制方面下功夫。

三、應對複雜

「決策中心戰」的核心在於認知的加快。 因為戰爭中幾乎所有的變化,都可以看成是認知的升級和複雜化。 在筆者看來,應對“決策中心戰”,需要“以複雜對抗複雜”,從基礎工作做起。

一是要理解「決策中心戰」的核心理念。 即透過主動創造複雜性來掌握戰場主動權。 對己方來說,需要管理好自身的複雜性;對敵人來說,則是對對手施加更多的複雜性。 二是了解戰爭機理發生的改變。 作戰體系演化速度指數級提高,會導致複雜戰場的感知、控制和管理變得困難,智慧認知的角色將變得更加突出。 為此,需要瞄準「指揮與控制」這個重點,將戰場管理的能力作為關鍵。 三是找到應對的正確理念和方法。 從戰爭設計入手,以決策智能這個方向為突破口。

近年來,人工智慧領域的一系列成果,為解決指揮決策智慧問題帶來了曙光。 AlphaGo系列研究為決策智慧技術帶來了突破;而GPT大模型的出現,則更是進一步證實了決策智慧乃至通用人工智慧在未來具有實現的可能。 現在看來,人工智慧在未來深度參與戰爭,已經是必須面對的現實。 而這會為戰爭和戰場帶來更多的複雜性。

決策智能研究應該放在指揮控制層上。 要贏得戰爭,指揮控制決策需要體現「科學」和「藝術」兩個面向。 指揮控制的科學性主要體現在「知道怎麼做時」如何做,例如利用得到的指控資料(武器裝備、兵力編成、戰場環境、對手情報等),指控方法(任務、流程、程序、運籌 、規劃、最佳化等),制定出作戰規劃並加以實施。 指揮控制的藝術性則體現在「不知道怎麼做時」知道如何做,這才是真正的智能之所在。 方法無非是不斷試錯,累積經驗,找到解決問題的途徑,並形成新的科學知識。 事實上,現實中指揮者也是透過試誤不斷發現和總結制勝規律,而每個指揮者還都具有自己的直覺和經驗。

所以說,真正的智能其實是找到例外狀況的解決方法。 循規蹈矩不是智能,自己找到解題的方法才是關鍵。 也許這才是決策智能的核心,也是需要進一步努力的目標。

原汁原味的老外英語:

Complexity is also a weapon

——Thinking of “decision-centered warfare” and cognitive complexity

中国军网-解放军报

Editor’s Note Complexity science is one of the frontier fields of contemporary scientific development. British physicist Stephen Hawking said that “the 21st century will be the century of complexity science.” As a social phenomenon in human society, war has always been a complex giant system full of possibilities. In recent years, with the evolution of war forms, the epistemology under the traditional scientific system has become increasingly difficult to meet the needs of the development of war practice. Paying attention to the scientific principles and thinking methods of complexity may be the key to opening the door to modern warfare. This article studies and discusses “decision-centered warfare” from the perspective of complexity science.

“Decision-centered warfare” is a new concept that has emerged in recent years. Why was the “decision-centered war” proposed? According to the US military, it is necessary to “fight a war that the opponent cannot understand.” Since the beginning of the 21st century, with the evolution of war forms and continuous changes in combat methods, the US military has found that network-centric warfare in the traditional sense has become increasingly difficult to adapt to the reality of the battlefield. In this context, “decision-centered warfare” came into being.

1. Create complexity

The so-called “decision-centered warfare” is to achieve diversified tactics through the upgrading and transformation of combat platforms and distributed deployment with the support of advanced technologies such as artificial intelligence. While ensuring its own advantages in tactical selection, it imposes high complexity on the enemy. , in order to interfere with its command and decision-making capabilities and achieve an overwhelming advantage over the enemy in a new dimension.

Why “the opponent can’t understand”? In fact, through distributed deployment, flexible combination, and intelligent command and control, the opponent will not understand the battlefield situation and combat mechanism cognitively, and will be at a loss as to what to do. This is another transformation of war confrontation from competing for “greater power” in mechanized warfare, to competing for “faster” in information-based warfare, to competing for “making the right decisions” in future wars. In the words of Sun Tzu, the ancient Chinese military strategist, “One who subdues the enemy without fighting is a good person.” Through clever command, control and decision-making, the battlefield situation becomes more complicated, making it impossible for the opponent to fight.

How to do this? Simply put, it is to use the nature of complex systems to find the opponent’s “vital gate” to exploit and control. A basic method is to reshape the opponent’s decision-making process by increasing complexity, forcing the opponent to introduce new decision-making parameters, causing its decision-making to become complicated, thereby changing the causal relationship and decision-making process, and ultimately leading to chaos. Adversarial situations have been able to balance in the past because all participants knew the outcome of the game, making it easy to make trade-offs, but complexity often destroys this balance. This is why complexity can be used as a weapon.

It should be noted that the battlefield is fair to any party. In the future battlefield, in order for the enemy to feel the complexity of decision-making in one direction and not to be troubled by the complexity, we must first be superior to the opponent in command and control capabilities. The complexity of battlefield decision-making is mainly reflected in the judgment and decision-making links of the “OODA” loop. Under normal circumstances, the “OODA” cycle can complete the complete cycle from observation, judgment, decision-making to action. However, if there is a way to make the battlefield more complex so that the opponent cannot make effective judgments in a timely manner, and thus cannot enter the decision-making and action links, the opponent’s “OODA” loop can always be limited to the observation and judgment links, and a closed loop cannot be formed. This may be the result of “decision-centered warfare” trying to create complexity. Therefore, how to make quick judgments has become a primary concern. If this cognitive process can be completed quickly with the support of advanced technologies such as artificial intelligence, that is, so-called intelligent cognition can be achieved, the speed of the “OODA” cycle can be greatly accelerated and unilateral advantages can be achieved.

Drawing correct judgments based on observation is the prerequisite for making correct decisions. But this can only be done under the condition of “having cognitive ability”. Currently, in systems such as command information systems and war game deduction systems, these cognitive tasks are basically completed by humans. Past attempts to autonomously complete judgments and decisions by artificial intelligence systems have been almost unsuccessful because the problem of intelligent cognitive modeling has never been solved. The behaviors displayed by various models are more or less “mechanical” and cannot truly show the characteristics of intelligence. Foreign militaries have also been focusing on “human behavior modeling” in recent years, but progress is still slow at present. Why is intelligent cognition so difficult, and what is the difficulty? The author believes that the core difficulty lies in how to understand and deal with complexity.

2. Understand complexity

At the beginning of this century, the Rand Corporation of the United States used a simulation system to conduct more than 1,700 deductions on the combat needs of the U.S. Air Force in response to possible military conflicts in a certain hotspot area around 2005. It then conducted statistical analysis and finally concluded how the U.S. Air Force Conclusion to maintain superiority on the battlefield. This statistical analysis method has a basic assumption: each trial is independent and unordered, and the rules do not affect each other. It’s like tossing a coin. If you toss it heads once, it’s likely to be heads the second time. But if you throw it 10,000 times, the probability of the result being a certain side will get closer to 50%. This method is scientifically accurate when used in physical research, but when transplanted to the study of human social issues such as war, the situation becomes different.

Human beings are cognitive and do not just obey the laws of physics like physical entities. Commanders will not simply repeat mechanically when analyzing combat problems. Normally, when people make decisions, they will consider the previous results, which will lead to adjustments to the next action. In this way, the inherent power law characteristics of human behavior will appear, which is often called the “eight-eighth law”. Therefore, we cannot simply copy physical thinking to think about human society.

The reason for this is mainly because we are often accustomed to thinking about problems in a simple way of reductionism. The simple system structure remains unchanged, the results are deterministic, the cause and effect correspondence is clear, repeatable, predictable, decomposable and reducible, etc., have become our default scientific thinking method. But there are still many complex systems in the world, and these systems have a holistic nature, such as the human body, society, economy, war, etc., all fall into this category. What is the overall nature? That is, what cannot be seen locally, but exists when viewed as a whole, is the overall nature. For example, a living person and a dead person are the same in terms of composition, but the difference between a dead person and a living person lies in whether there is life, and life is a holistic quality. The structure of complex systems is variable and has characteristics such as adaptability, uncertainty, emergence, and nonlinearity, and the results are neither repetitive nor predictable. Society, economy, war, cities, including intelligent systems, these human-related systems all have these characteristics. In fact, they are all typical complex systems. Therefore, war has the characteristics of “no return after victory”, which actually reflects the “unrepeatable” nature of the complex system of war.

It is precisely because of the complexity of complex systems that causes and results cannot correspond one to one, which will lead to the failure of the similarity principle, so it cannot be modeled and studied using traditional methods. In order to solve complex problems, some traditional physics methods were mainly adopted in the past, such as statistical methods and simple life body modeling methods based on Agent. This is the case with the Rand Corporation study mentioned earlier. Although it can solve some problems, when it is used to solve problems related to people, especially cognition, the results obtained deviate greatly from reality and are unsatisfactory. .

Why is this happening? This is because the origins of war complexity and physical complexity are different. The source of physical complexity often lies in the complex laws of physical motion; while the complexity of war comes from human cognition. Because humans are not chaotic particles without thoughts, nor are they lower creatures with simple life logic, but are intelligent creatures with cognitive abilities of judgment and decision-making. People will reflect on the results through causal relationships, sum up experiences and make adjustments, and then decide how to act next. Moreover, human cognition will continue to develop, which will further affect subsequent cognition. However, because cognition is highly uncertain, future actions are difficult to predict.

It can be said that under the current technological conditions, what can be predicted are basically simple systematic laws of the physical world, while the impact of human cognition on society or war is often difficult to predict. Therefore, it is a common mistake we make to use physical thinking to think about human society. Based on the complexity of cognition, which is completely different from those immutable physical laws, when we deal with the complexity of war, we must focus on the core feature of “cognition” and work hard on command and control.

3. Coping with Complexity

The core of “decision-centered warfare” lies in the acceleration of cognition. Because almost all changes in war can be seen as cognitive upgrades and complications. In the author’s opinion, to deal with the “decision-centered battle”, we need to “fight complexity with complexity” and start from the basic work.

The first is to understand the core concept of “decision-centered warfare”. That is to seize the initiative on the battlefield by actively creating complexity. For one’s side, one needs to manage one’s own complexity; for one’s enemy, it means imposing more complexity on the opponent. The second is to understand the changes in the mechanism of war. The evolution speed of combat systems is increasing exponentially, which will make it difficult to perceive, control and manage complex battlefields, and the role of intelligent cognition will become more prominent. To this end, it is necessary to focus on the focus of “command and control” and regard battlefield management capabilities as the key. The third is to find the correct concepts and methods of coping. Starting from war design, we take the direction of decision-making intelligence as a breakthrough.

In recent years, a series of achievements in the field of artificial intelligence have brought hope to solving the problem of intelligent command and decision-making. The AlphaGo series of research has brought breakthroughs to decision-making intelligence technology; and the emergence of the GPT large model has further confirmed that decision-making intelligence and even general artificial intelligence are possible in the future. It now seems that artificial intelligence will be deeply involved in wars in the future, which is a reality that must be faced. And this will bring more complexity to war and battlefields.

Decision intelligence research should be placed at the command and control level. To win a war, command and control decisions need to embody both “science” and “art.” The scientific nature of command and control is mainly reflected in how to do it “when you know how to do it”, such as using the obtained command data (weapons and equipment, force formation, battlefield environment, opponent intelligence, etc.), command methods (tasks, processes, procedures, operations planning, etc.) , planning, optimization, etc.), formulate a combat plan and implement it. The artistry of command and control is reflected in knowing how to do it “when you don’t know how to do it.” This is where true intelligence lies. The method is nothing more than continuous trial and error, accumulating experience, finding ways to solve problems, and forming new scientific knowledge. In fact, in reality, commanders continue to discover and summarize winning rules through trial and error, and each commander also has his own intuition and experience.

Therefore, true intelligence is actually finding solutions to exceptions. Following rules is not intelligence, finding your own way to solve problems is the key. Perhaps this is the core of decision-making intelligence and a goal that requires further efforts.

中國軍事原文來源:https://www.81.cn/yw_208727/162348888.html

中國解放軍認為軍事人工智慧是一把雙面刃

China’s PLA Considers Military Artificial Intelligence a Double-Edged Sword

原軍國語:

隨著智慧時代的到來,人工智慧正以超乎人們想像的速度走近,不僅影響著各行各業,也正在改變我們的認知和觀念。 作為對技術變革天生敏感的領域,人工智慧的軍事發展和應用正在蓬勃發展。

目前,隨著資訊科技、感測器、大數據、物聯網的快速發展,人工智慧軍事應用正迎來新一輪機會。 滲透到軍事應用各個領域,具有高效指揮、精準打擊、自動化操作、智慧行為的人工智慧武器裝備將為未來戰場貢獻獨特的「機器智慧和力量」。

恩格斯曾說過,尖端科技的應用首先始於軍事領域。 當新科技顯著增強軍事作戰能力時,就會帶來新的軍事變革。 美國、俄羅斯等傳統軍事強國預見了人工智慧技術在軍事領域的廣泛應用前景。 他們都將人工智慧視為「改變戰爭遊戲規則」的顛覆性技術,並認為未來的戰爭將是智慧化戰爭和未來軍備。 這場比賽將是一場智慧軍備競賽,並已提前規劃,希望抓住人工智慧軍事應用的機遇,力爭與潛在對手產生「代溝」。 幾個月前,美國國防部副部長沙納漢正式發布了關於建立「聯合人工智慧中心」的備忘錄,將進一步加大人工智慧在美軍軍事計畫中的應用。 俄羅斯也將人工智慧視為未來軍事競爭的製高點,正在加緊研發能夠駕駛車輛的人形機器人以及組成能夠與人類士兵並肩作戰的機器人部隊。

需要看到的是,人工智慧的軍事應用是一把「雙面刃」。 “這可能成為人類發生過的最好的事情,也可能成為最糟糕的事情。” 霍金對人工智慧的評價啟示我們面對人工智慧「來勢洶洶」的軍事應用要保持足夠的謹慎。 小心。 未來,隨著智慧無人系統大量應用於戰場,戰爭成本將大幅降低,戰鬥人員「零傷亡」有望成為現實。 這很容易導致軍事大國更隨意地使用武力。 在複雜的戰場環境下,高智慧無人作戰系統極有可能遇到辨識錯誤、通訊劣化,甚至在敵方電磁、網路攻擊後「叛逃反擊」等問題。 濫殺無辜、系統失控的情況更是有可能發生。 為智慧武器的軍事應用帶來了無盡的隱憂。

可見,與戰爭有關的重大問題絕不能輕易交給機器來決定。 即使人工智慧的軍事應用日益成熟,我們也不能允許智慧武器的「野蠻生長」。 我們需要警惕人工智慧可能帶來的安全隱憂。 法律、道德和許多其他問題。 加強社會保障監管,形成適應人工智慧時代的社會治理模式; 積極參與人工智慧國際軍控討論和談判,為人工智慧帶來的安全、法律和倫理問題貢獻中國智慧和中國方案; 牢固地建立人類是人機關係的主導思想,才能安全有效地掌控人工智慧,讓其為人類和平發展服務,而不是讓人工智慧成為「魔鬼的幫兇」。

對於這種有望深刻改變未來戰爭形態的技術形態,我們不僅要保持清醒的頭腦,還要充分激發其活力。 從軍事變革的歷史來看,科學技術在歷次變革中都扮演了拉動動作用和基礎支撐作用。 誰對技術變革有敏感度,誰先實現技術突破,誰就能掌握戰爭新規則,掌控戰爭。 贏得未來戰爭的製高點。 對軍隊來說,無法正確預判軍事技術突破方向、掌握戰爭格局變化,不僅會導致「技術氾濫」。

差異”,但也導致核心能力、國家安全等危機。

今天,面對科技發展的“大變革”和“大突破”,我們應該從設計戰爭、掌握規則的角度,深刻把握人工智能對戰爭形態演變的內在驅動影響的勝利,真正掌握贏得未來戰爭的主動權。 我們要牢牢掌握人工智慧發展重大歷史機遇,做好戰略規劃,突顯人工智慧的目標牽引和規劃引領,密切追蹤前沿技術,積極主動行動,切實維護國家安全。

現代外國人英語:

With the dawn of the intelligent era, artificial intelligence is approaching at a speed beyond people’s imagination, not only impacting all walks of life, but also changing our understanding and concepts. As a field that is inherently sensitive to technological changes, the military development and application of artificial intelligence is booming.

Currently, with the rapid development of information technology, sensors, big data and the Internet of Things, the military application of artificial intelligence is ushering in a new round of opportunities. Penetrating into all fields of military applications, artificial intelligence weapons and equipment with efficient command, precise strike, automated operation and intelligent behavior will contribute unique “machine intelligence and power” to the future battlefield.

Engels once said that the application of cutting-edge technology first began in the military field. When new technologies significantly enhance military combat capabilities, they will lead to new military changes. Traditional military powers such as the United States and Russia foresee the broad application prospects of artificial intelligence technology in the military field. They all regard artificial intelligence as a disruptive technology that “changes the rules of the war game” and believe that future wars will be intelligent wars and future armaments. The competition will be an intelligent arms race, and has been planned in advance, hoping to seize the opportunity of artificial intelligence military applications and strive to create a “generation gap” with potential opponents. A few months ago, U.S. Deputy Secretary of Defense Shanahan officially issued a memorandum on the establishment of a “Joint Artificial Intelligence Center”, which will further increase the application of artificial intelligence in U.S. military military projects. Russia also regards artificial intelligence as the commanding heights of future military competition, and is stepping up the development of humanoid robots that can drive vehicles and the formation of robot troops that can fight side by side with human soldiers.

It should be noted that the military application of artificial intelligence is a “double-edged sword.” “It may become the best thing that has ever happened to mankind, or it may become the worst thing.” Hawking’s evaluation of artificial intelligence enlightens us to maintain sufficient caution in the face of the “menacing” military applications of artificial intelligence. careful. In the future, as a large number of intelligent unmanned systems are used on the battlefield, the cost of war will be greatly reduced, and “zero casualties” of combatants are expected to become a reality. This can easily lead to more casual use of force by military powers. In a complex battlefield environment, highly intelligent unmanned combat systems are very likely to encounter problems such as recognition errors, communication degradation, and even “defection and counterattack” after enemy electromagnetic and network attacks. Indiscriminate killing of innocent people and loss of control of the system are even more likely to occur. It brings endless worries to the military application of smart weapons.

It can be seen that major issues related to war must not be easily left to machines to make decisions. Even if the military application of artificial intelligence becomes increasingly mature, we cannot allow the “barbaric growth” of smart weapons. We need to be alert to the security and safety risks that artificial intelligence may bring. Legal, ethical and many other issues. Social security supervision and control should be strengthened to form a social governance model adapted to the era of artificial intelligence; actively participate in discussions and negotiations on international arms control of artificial intelligence, and contribute Chinese wisdom and Chinese solutions to the security, legal and ethical issues brought by artificial intelligence; firmly establish The idea that humans are the leaders in the human-machine relationship enables safe and effective control of artificial intelligence and allows it to serve the peaceful development of mankind, rather than letting artificial intelligence become an “accomplice of the devil.”

Regarding this technological form that is expected to profoundly change the form of future warfare, we must not only keep a clear mind, but also fully stimulate its vitality. Judging from the history of military changes, science and technology have played a stimulating and basic supporting role in previous changes. Whoever has the sensitivity to technological changes and achieves technological breakthroughs first can master the new rules of war and control the war. The commanding heights to win future wars. For an army, the inability to correctly predict the direction of military technological breakthroughs and grasp changes in war patterns will not only lead to “technological generational differences”, but also lead to crises such as core capabilities and national security.

Today, in the face of “big changes” and “big breakthroughs” in the development of science and technology, we should deeply grasp the intrinsic driving influence of artificial intelligence on the evolution of war forms from the perspective of designing wars and mastering the rules of victory, and truly seize the initiative to win future wars. We need to firmly grasp the major historical opportunities for the development of artificial intelligence, do a good job in strategic planning, highlight the goal traction and planning leadership of intelligence, closely track cutting-edge technologies, and take proactive actions to effectively safeguard national security.

人民解放軍 來源:https://www.81.cn/jfjbmap/content/2018-11/08/content_88888.htm

中國軍隊:解放軍淺析智能化時代認知域作戰方式

Chinese Military: People’s Liberation Army’s Brief Analysis of Cognitive Domain Combat Styles in the Era of Intelligence

随着现代战争加速向智能化方向发展,底层的物理域、中层的信息域和顶层的认知域呈现多域联动的特点,认知域作战正逐渐成为战争舞台的焦点。认知域作战的目的主要是夺取制脑权,为夺取陆海空天制权和网电制权奠定坚实基础。准确把握、充分运用认知域作战主要样式,是在未来战争中抢占先机、赢得主动的必然要求。

一、认知电子战——认知战的“触角”

认知电子战是电子战与人工智能技术结合的产物,是争夺制电磁权的主要作战样式,也是战术与技术融合的典范。美国是最早开展认知电子战研究的国家,其国防部高级研究计划局(DARPA)和陆海空军开展了包括自适应雷达对抗和自适应电子战行为学习等项目。实施认知电子战需要重点把握好三个环节。

一是认知电子侦察。主要是利用电子手段,快速、准确、全面地获取战场数据,及时发现威胁信号、识别目标特征信号,建立并动态更新信号数据库,为指挥员判断情况、定下决心、评估效能等提供必要的信息支撑。

二是认知电子建模。主要是针对战场及周边电磁辐射源种类杂、功率大、数量多等特点,对辐射源的频率、带宽、波形特征、防护模式、到达方向等信息,区分动态和静态两个类别,建立统一的信息描述模型架构,进而为电磁感知提供依据。

三是认知电子干扰。主要是针对战场电子战装备复杂多样、抗干扰能力强的特点,将有源干扰与无源干扰、压制干扰与欺骗干扰结合起来,灵活实施自适应干扰样式决策、自适应干扰波形优化和自适应干扰资源调度,从而确保干扰质效。

二、认知情报战——认知战的“血脉”

国际电气与电子工程师协会曾提出“认知情报学”的概念;国内有学者将认知情报学定义为,从心理角度研究人们在情报生产及利用等各个环节中的认知结构、过程与特点的领域或学科。这里提出“认知情报战”概念,符合认知逻辑和情报本质,并且可以借用认知情报学的概念和原理。根据获取和利用情报的动因,实施认知情报战可运用三种策略。

一是基于个体认知获取和利用情报。主要是以作战主体的认知为中介进行情报协调,坚持战场用户驱动而不是作战系统驱动,以“意义构建理论”“知识非常态假说”为基础,改善情报服务主体认知结构,实现主体认知与情报服务的良性互动。

二是基于群体认知获取和利用情报。主要是突出关注用户群体所处的战场环境、社会背景等因素影响而形成的共同认知结构,充分利用情景分析、领域分析以及价值分析等先进分析方法,着力提高群体情报服务的针对性、适用性。

三是基于脑体认知获取和利用情报。主要是把人体大脑的认知结构和认知活动理解为计算逻辑和计算活动,充分利用机器智能认知和智能计算能力,着力改善战场人机融合环境,畅通情报到认知的信息链路,实施程序化、规模化的情报服务。

三、认知算法战——认知战的“大脑”

2017年美国国防部在一份备忘录中首次正式提出“算法战”,明确组建“算法战跨功能小组”。算法战与认知战一样贯穿于战争各领域全过程,体现了智能化战争的核心要求。这里提出“认知算法战”概念,是基于认知战与算法战的共同之处与内在联系。可以说,认知中有算法,算法中有认知。实施认知算法战主要有三种路径。

一是廓清战争迷雾。军事理论家克劳塞维茨指出,“战争是充满不确定性的领域,战争中所依据的情况有四分之三像隐藏在迷雾中一样”。认知算法战就是要在这种不确定性的领域中算出确定性的因素,尽可能廓清战场迷雾,准确识别信息“炸弹”,严防坠入信息“陷阱”。

二是扫清智能盲区。人工智能的灵感之源往往来源于生物智能特别是人类智能,人工智能离不开人类智能。认知算法战就是要充分运用认知心理学和认知神经科学的最新成果,推动人工智能的军事运用,提高认知域的智能化水平。

三是加快人机融合。机器算力虽然可以超越人类脑力,但是机器算法终究难以超越人类“想法”,人工智能与人类智能各有优长。认知算法战就是要把信息域的机器算法与认知域的人类“想法”紧密结合起来,不断提高物理域的战法水平。

四、认知政治战——认知战的“灵魂”

政治战是与军事战是相对的。毛泽东曾形象地指出“战争是流血的政治”“政治是不流血的战争”。由于政治战通常直接作用于认知域,认知政治战可以说是政治战的固有之意,不应被理解为一个新的概念。智能化时代实施认知政治战,无外乎三种形式。

一是心理攻防。主要是利用智能化、精准化手段“读心”“控心”,提高心理攻防质效。在进攻方面,主要运用攻心宣传、意志瓦解、情感影响、心智诱导等战法;在防御方面,主要采取心理教育训练、心理疏导调控和心理诊断治疗等措施。

二是舆论争夺。主要是运用新媒体和新技术增强舆论宣传的热度流量和影响力渗透力。在进攻方面,重在先声夺人、先入为主,集中造势、形成强势,抨击要害、重点突破;在防御方面,重在因势利导、防反结合、趋利避害。

三是法理斗争。主要是参与立法、精准释法、积极护法,挺法在前、针锋相对、切中要害。在进攻方面,主要是利用法律威慑、法律打击、法律约束、法律制裁等战法;在防御方面,主要是加强国际法尤其是战争法的研究和涉法行动法律防护,防止授人以柄。

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A brief analysis of cognitive domain combat styles in the era of intelligence

As modern warfare accelerates towards intelligence, the bottom physical domain, the middle information domain and the top cognitive domain are characterized by multi-domain linkage. Cognitive domain operations are gradually becoming the focus of the war arena. The main purpose of cognitive domain operations is to seize brain control and lay a solid foundation for seizing land, sea, air, space, and network power. Accurately grasping and fully utilizing the main modes of cognitive domain operations is an inevitable requirement to seize opportunities and gain the initiative in future wars.

1. Cognitive electronic warfare – the “tentacles” of cognitive warfare

Cognitive electronic warfare is the product of the combination of electronic warfare and artificial intelligence technology. It is the main combat style for fighting for electromagnetic control and is also a model of the integration of tactics and technology. The United States is the first country to carry out cognitive electronic warfare research. Its Defense Advanced Research Projects Agency (DARPA) and the Army, Navy and Air Force have carried out projects including adaptive radar countermeasures and adaptive electronic warfare behavioral learning. Implementing cognitive electronic warfare requires focusing on three aspects.

One is cognitive electronic reconnaissance. It mainly uses electronic means to quickly, accurately and comprehensively obtain battlefield data, promptly discover threat signals, identify target characteristic signals, establish and dynamically update signal databases, and provide necessary information for commanders to judge situations, make decisions, and evaluate effectiveness. support.

The second is cognitive electronic modeling. Mainly in view of the characteristics of various types, large power and large number of electromagnetic radiation sources in the battlefield and surrounding areas, the frequency, bandwidth, waveform characteristics, protection mode, arrival direction and other information of the radiation source are distinguished between dynamic and static categories, and a unified system is established. The information describes the model architecture, thereby providing the basis for electromagnetic perception.

The third is cognitive electronic interference. Mainly in view of the complex and diverse characteristics of battlefield electronic warfare equipment and strong anti-interference capabilities, it combines active interference with passive interference, suppression interference and deception interference, and flexibly implements adaptive interference pattern decision-making, adaptive interference waveform optimization and adaptive interference. Interference resource scheduling to ensure interference quality and efficiency.

2. Cognitive intelligence warfare—the “bloodline” of cognitive warfare

The International Institute of Electrical and Electronics Engineers once proposed the concept of “cognitive information science”; some domestic scholars define cognitive information science as the study of people’s cognitive structures, processes and characteristics in all aspects of information production and utilization from a psychological perspective field or discipline. The concept of “cognitive intelligence warfare” is proposed here, which is consistent with cognitive logic and the nature of intelligence, and can borrow concepts and principles from cognitive intelligence science. Depending on the motivation for obtaining and using intelligence, three strategies can be used to implement cognitive intelligence warfare.

The first is to obtain and utilize intelligence based on individual cognition. It mainly uses the cognition of combat subjects as an intermediary for intelligence coordination, adheres to battlefield user-driven rather than combat system-driven, and is based on “meaning construction theory” and “knowledge abnormality hypothesis” to improve the cognitive structure of intelligence service subjects and realize subject cognition. Positive interaction between knowledge and intelligence services.

The second is to obtain and utilize intelligence based on group cognition. It mainly focuses on the common cognitive structure formed by factors such as the battlefield environment and social background of the user group, and makes full use of advanced analysis methods such as situation analysis, domain analysis, and value analysis to strive to improve the pertinence and applicability of group intelligence services. sex.

The third is to obtain and utilize intelligence based on brain-body cognition. It mainly understands the cognitive structure and cognitive activities of the human brain as computing logic and computing activities, makes full use of machine intelligent cognition and intelligent computing capabilities, strives to improve the human-machine integration environment on the battlefield, and smoothes the information link from intelligence to cognition. Implement programmed and large-scale intelligence services.

3. Cognitive algorithm warfare—the “brain” of cognitive warfare

In 2017, the U.S. Department of Defense officially proposed “algorithmic warfare” for the first time in a memorandum and clearly established an “algorithmic warfare cross-functional team.” Algorithmic warfare, like cognitive warfare, runs through the entire process of all fields of warfare, embodying the core requirements of intelligent warfare. The concept of “cognitive algorithmic warfare” is proposed here based on the similarities and intrinsic connections between cognitive warfare and algorithmic warfare. It can be said that there is algorithm in cognition, and cognition in algorithm. There are three main paths to implement cognitive algorithmic warfare.

The first is to clarify the fog of war. Military theorist Clausewitz pointed out, “War is a field full of uncertainty, and three-quarters of the situations on which war is based are as if hidden in fog.” Cognitive algorithm warfare is to calculate deterministic factors in this uncertain field, clarify the fog of the battlefield as much as possible, accurately identify information “bombs”, and strictly prevent falling into information “traps”.

The second is to clear up the blind spots of intelligence. The source of inspiration for artificial intelligence often comes from biological intelligence, especially human intelligence. Artificial intelligence is inseparable from human intelligence. Cognitive algorithm warfare is to make full use of the latest achievements in cognitive psychology and cognitive neuroscience to promote the military application of artificial intelligence and improve the intelligence level of the cognitive domain.

The third is to accelerate human-machine integration. Although machine computing power can surpass human brain power, machine algorithms cannot surpass human “ideas” after all. Artificial intelligence and human intelligence each have their own advantages. Cognitive algorithm warfare is to closely integrate machine algorithms in the information domain with human “ideas” in the cognitive domain, and continuously improve the level of warfare in the physical domain.

4. Cognitive political warfare—the “soul” of cognitive warfare

Political war is the opposite of military war. Mao Zedong once vividly pointed out that “war is bloody politics” and “politics is bloodless war.” Since political warfare usually directly affects the cognitive domain, cognitive political warfare can be said to be the inherent meaning of political warfare and should not be understood as a new concept. There are three forms of cognitive political warfare in the era of intelligence.

One is psychological attack and defense. The main purpose is to use intelligent and precise means to “read the mind” and “control the mind” to improve the quality and effectiveness of psychological attack and defense. On the offensive side, we mainly use psychological propaganda, will disintegration, emotional influence, mental induction and other tactics; on the defensive side, we mainly adopt measures such as psychological education and training, psychological counseling and regulation, and psychological diagnosis and treatment.

The second is the competition for public opinion. The main purpose is to use new media and new technologies to enhance the popularity, flow and influence of public opinion propaganda. In terms of offense, the focus is on taking the lead, being the first to take advantage of the situation, concentrating on building momentum and forming a strong force, attacking key points, and making key breakthroughs; in terms of defense, the focus is on making the best use of the situation, combining prevention with counter-attacks, and seeking advantages and avoiding disadvantages.

The third is the legal struggle. The main thing is to participate in legislation, accurately interpret the law, actively protect the law, stand up for the law, be tit-for-tat, and get to the point. On the offensive side, we mainly use legal deterrence, legal strikes, legal restraints, legal sanctions and other tactics; on the defensive side, we mainly strengthen the research on international law, especially the law of war, and legal protection of law-related actions to prevent others from being manipulated.


中文原文出處:淺析智慧時代認知域作戰方式. (2023). (Internet). Accessed:  https://www.secrss.com/articles/68888

中國軍事技術戰術:以認知為中心的戰爭:應對複雜戰爭的作戰概念

Chinese Military Technical Tactics: Cognition-centered Warfare: Operational Concepts for Dealing with Complex Wars

現代繁體中文:

複雜性科學是當代科學發展的前沿領域之一,是認識、理解、探索戰爭現象、規律、機制的新工具。 隨著戰爭形態由資訊化戰爭向智慧化戰爭演變,戰爭的複雜性呈現指數級增長趨勢,奪取制資訊權變得越來越困難,作戰的關鍵是使敵方陷入“決策困境”,使其即使 擁有資訊優勢,也不能正確決策,因而失去作戰優勢。 作戰重心將從「以資訊為中心」轉變為「以認知為中心」,制勝機理將從「資訊制勝」轉變為「認知制勝」。
「三個之變」揭示戰爭複雜性成長動因
戰爭是充滿蓋然性的領域,變是貫穿其始終的基本特徵。 習主席強調,要緊盯科技之變、戰爭之變、對手之變。 科技之變是基礎,戰爭之變是主體,對手之變是關鍵,科技之變引發戰爭之變,戰爭之變促使對手之變。 「三個之變」促使戰爭形態演變、戰爭領域拓展、戰爭目標轉變、戰爭影響擴大,揭示了戰爭複雜性成長動因。
科技之變顛覆戰爭制勝基礎。 科學技術是核心戰鬥力,是軍事發展中最活躍、最具革命性的因素。 縱觀世界軍事發展史,每一次重大科學技術創新,都開啟了一場新的軍事變革,而每一場軍事變革都把軍事發展推向一個新的時代,科技創新成為提高軍隊戰鬥力的巨大引擎 。 目前,新一輪科技革命和軍事革命加速發展,現代戰爭資訊化程度不斷提高,智慧化特徵日益顯現,對軍事革命驅動作用愈發凸顯,一些前沿技術飛速發展,可能從根本上改變戰爭面貌和 規則,大國軍事博弈更體現為技術上的顛覆和反顛覆、突襲和反突襲、抵銷和反抵銷。 美海軍「復仇女神」項目,包括偵察、誘餌、幹擾等系統,誘餌類系統涵蓋空中、水面和水下,可在分散式人工智慧引擎的調度、指控下,互相補充,協同欺騙,真實營造出 一個“幽靈航母編隊”,徹底顛覆了傳統的電子欺騙手段,將資訊欺騙提升到前所未有的高度。 可以說,科技從來沒有像今天這樣深刻影響國家安全和軍事戰略全局,深刻介入、支持、主導戰爭形態演變和作戰樣式創新,甚至顛覆戰爭制勝機制。

美海軍「復仇女神」計畫基於網路化協同電子戰
概念,將不同系統集成,利用無人分散式
電子戰平台的集群實現大規模協同電子戰

戰爭之變突顯戰爭複雜性特徵。 現代戰爭正在發生深刻變化,呈現前所未有的多樣性和複雜性。 這種超級複雜性源自於多種原因:一是各種先進技術或武器不斷湧現,帶來許多不確定性;二是戰場覆蓋陸、海、空、天、網、電和認知等多個 領域;三是多種作戰對象、作戰樣式、作戰領域、作戰方式交叉關聯與組合,構成複雜的「混合戰爭」;四是人工智慧演算法將大量作戰要素建構到一個複雜的邏輯中,並以人類 思維所不及的機器速度促使各種要素組合、解構、再組合。 2022年烏克蘭危機中,表面上看來是俄羅斯和烏克蘭兩國之間的對抗,實質上是美西方國家和俄羅斯之間進行的「混合戰爭」;俄烏兩軍廣泛使用軍事、民用無人機,拓展 「無人+」運用模式,展現出未來無人智能作戰雛形;烏軍在美北約空天態勢情報的支持下,頻繁使用低成本的無人裝備對俄軍重要武器平台實施突襲,凸顯新質 作戰力量對傳統作戰體系大型武器裝備的不對稱破襲優勢。 科技之變最終將引發戰爭之變,單一要素對戰爭的影響越來越弱,多個要素構成的聯合作戰體系將對戰爭產生複雜影響,戰爭的非線性、不確定性、混亂性、開放性 、適應性、對抗性等複雜性特徵將呈指數級增長趨勢,這將導致人們對戰爭進展和勝負的認知判斷更加困難。
對手之變加速戰爭複雜性成長。 戰爭之變促使對手之變。 目前,我們正經歷百年未有之大變局,主要軍事強國積極進行戰略調整,推進新一輪軍事變革,呈現出以下特點:一是體制編制的聯合化、小型化、自主化趨勢更加明顯;二 是武器裝備呈現數位化、精確化、隱形化、無人化、智能化的發展趨勢;三是作戰形態向“四非”(非接觸、非線形、非對稱和非正規)和“三無” (無形、無聲、無人)作戰方向發展;四是軍隊指揮形態朝向扁平化、自動化、網路化、無縫化方向發展。 美國將我視為最主要的戰略對手,竭力對我打壓遏制,大力加強作戰概念創新,先後提出「混合戰爭」「多域戰」「馬賽克戰」等新型作戰概念,聲稱要打一場讓對手 「技術看不懂、打擊難預測、速度跟不上」的高端戰爭。 美軍「馬賽克戰」的核心是無人、低成本、快速、致命、靈活、可重組,基於分散式態勢感知,借助智慧化輔助決策工具,借鑒搭積木、構拼圖的概念,自適應制定任務規劃 ,動態重組作戰兵力,將作戰平台的功能分解到更多數量、單一功能的節點,大量功能節點建構作戰體系。 以“殺傷網”取代“殺傷鏈”,若干個節點失效或缺失,作戰體係可自適應重組。
戰爭複雜性成長推動戰爭制勝機理轉變
隨著國防科技的快速發展、武器裝備的更新換代和戰爭形態的快速嬗變,現代戰爭呈現指數式、爆炸性的複雜變化。 這些變化看起來眼花撩亂,但背後是有規律可循的,根本的是戰爭的勝利機理變了。 只有搞透現代戰爭制勝機理,才能準確識變、科學應變、善於求變,牢牢掌握未來戰爭主動權。
戰爭形態由冷兵器戰爭轉變為智慧化戰爭。 戰爭形態是關於戰爭的整體性認知。 迄今為止,人類戰爭形態大致經歷了冷兵器戰爭、熱兵器戰爭、機械化戰爭、資訊戰爭四個歷史階段,正朝向智慧化戰爭邁進。 認知戰的歷史幾乎和人類戰爭史一樣久遠。 在冷兵器戰爭、熱兵器戰爭、機械化戰爭時代,認知戰更多是以輿論戰、心理戰形式出現。 隨著人類進入資訊化時代,網路空間科技的發展大大拓展了認知戰的空間,豐富了認知戰的戰技術手段,使認知戰的滲透性、時效性、震懾性大大增強,認 知戰的地位和作用得到空前提高。 未來,戰爭形態將進入智慧化戰爭,大量智慧化的武器系統和平台將裝備軍隊、投入作戰。 認知戰不僅可對敵方人員的認知實施幹擾、欺騙,也能透過「對抗性輸入」「資料中毒」等演算法欺騙手段對智慧裝備的認知實施攻擊,其應用場景和範圍將進一步擴大 ,地位和作用也將進一步提高。

無人機逐漸成為戰爭的主角,
作戰複雜性進一步增加
戰爭目的由武力征服更多向精神征服轉變。 現代戰爭的致勝機制與以往相比發生了很大變化,戰爭的暴力性得到遏制,作戰目的由原來的攻城略地、殲滅敵有生力量,轉變到使對方服從己方意志,作戰手段從武力征服更多地向 著重心理和精神征服轉變,這使得認知戰在現代戰爭中的地位、角色日益凸顯。 近年來,「混合戰爭」成為大國競爭的主要手段,越來越多的國家開始專注於利用新型領域、新型手段來達到傳統作戰難以達到的政治、軍事、經濟目的。 「混合戰爭」是國家、非國家行為體以及個人等戰爭主體的混合,是常規戰爭、非常規戰爭等戰爭樣式的混合,是作戰、維穩、重建等軍事行動的混合,是政治、軍事、經濟 、民生等多領域的混合,是擊敗敵軍、爭取民心等多種作戰目標的混合,這與認知戰高度契合。 「混合戰爭」的作戰領域由軍事領域拓展到了政治、經濟、文化、民生等領域;作戰方式由火力戰、兵力戰向外交戰、經濟戰、網路戰、心理戰、輿論戰等多方向拓展, 這與認知戰高度一致,其核心要義都是“亂中取利”,主要目的都是爭奪人心,作戰指導都是以巧取勝。
戰爭制勝域由物理域資訊域轉變為認知域。 現代戰爭同時發生在物理、資訊和認知三個領域,物理域和資訊域是從物質域中脫離出來的,認知域是從精神域中脫離出來的。 物理域是傳統的戰爭領域,由作戰平台和軍事設施等構成,為資訊化戰爭提供物質基礎。 資訊域是新崛起的戰爭領域,即資訊產生、傳輸和共享空間,是資訊化戰爭較量的重點。 認知域是人類認知活動涉及的範圍和領域,既是人類感覺、知覺、記憶和思考活動的空間,也是知識生成、交換、關聯、儲存和運用的空間,也是作戰活動中感知、判斷、決策 和指揮與控制的空間。 認知域存在於作戰人員的意識領域之中,影響其判斷與決策,是正在崛起的戰爭領域。 隨著網路資訊和人工智慧等技術的發展,認知域的範圍大大拓展,正在從人的意識領域向現代認知工具和人工智慧領域拓展。 軍事技術的發展拓展了認知域的範圍,為認知戰提供了更先進、更快捷、更有效的物質技術手段,使認知戰的滲透性、時效性、震懾性大大增強,從根本上 改變了認知戰,使得認知域成為超越物理域、資訊域的新的致勝領域,成為大國博弈、軍事對抗的終極之域。
戰爭制勝機理由資訊制勝向認知制勝轉變。 戰爭對抗歸根究柢是認知的博弈與對抗,掌握了製認知權很大程度上就掌握了戰爭主動權,喪失了製認知權就會在戰爭中處於被動挨打的境地。 獲得更高、更強的製認知權是製勝強敵的關鍵。 想辦法掌握制認知權進而奪取戰場綜合製權,從而以最小代價獲得最大勝利,是現代戰爭特別是認知戰的重要機理和內在規律。 近年來,美軍先後提出以「決策中心戰」「馬賽克戰」等為代表的未來戰爭新理念,意圖將複雜性作為一種為對手製造多重困境的武器,要求在保障自身戰術「選擇優勢」的 同時,透過給敵方製造高複雜度決策影響,幹擾其決策能力,在認知域實現對敵顛覆性優勢。 在資訊化戰爭的初級和中級階段,作戰的關鍵是奪取制網權和製資訊權,貫穿著「網路優勢→資訊優勢→決策優勢→作戰優勢」的遞進模式。 在資訊化戰爭進入高級階段後,奪取制資訊權變得越來越困難,作戰的關鍵是使敵方陷入“決策困境”,使其即使擁有資訊優勢,也不能正確決策,從而失去作戰優勢,擁有認 知優勢才能擁有作戰優勢。 未來戰爭,認知優勢是最重要的戰略優勢,認知對抗是最主要的對抗形式,可謂「無認知不戰爭」。
因應複雜戰爭催生認知中心戰作戰概念
為因應現代戰爭複雜性特徵指數級增長趨勢,我們必須運用複雜性科學的理論與方法,轉變以住平台中心戰火力至上、殺傷為王的觀念,確立以認知為中心的作戰思想。 認知中心戰,指以認知域為致勝領域,以奪取認知優勢為作戰目標,圍繞幹擾認知手段、壓制認知管道、影響認知產生,對敵人員和智慧裝備的認知進行 幹擾、壓制、欺騙和誘導,透過奪取和維持認知優勢來獲取作戰優勢的一種新型作戰概念。 其主要製勝機理有以下幾點。

《孫子兵法》中提到」故兵無常勢,
水無常形;能因敵變化而取勝者,謂之神「
以網路威懾摧毀敵方作戰意志。 針對敵政治、經濟、軍事、外交、文化中的矛盾弱點,透過網路空間散播威懾性訊息,或透過網路發布閱兵、大規模軍事演習、新式武器裝備研發等訊息,使對手認知與心理產生極 大的恐懼和震撼,遏止敵不利於我的行動舉措執行。 綜合運用網電攻擊手段,對敵重要網電目標和關鍵核心節點實施點穴式打擊和警示攻擊,破壞敵體係作戰能力,影響敵武器裝備效能的正常發揮,對敵實施心理威懾。 美軍「灰色地帶作戰」理論,就是依靠自身技術優勢,主要採取網電反制等行動,應對對手“灰色地帶挑釁”,威懾對手要么放棄“對抗”,要么衝突升級,使之陷入兩難境地。
以資訊欺騙誘導敵方錯誤判斷。 針對敵方的偵察設備、情報機構和指揮系統,透過網路攻擊、電子欺騙等手段隱藏己方軍事企圖、軍事行動和軍事目標,向敵方傳送有關己方的錯誤和虛假的作戰企圖、部隊配置、作戰 能力、作戰方案以及戰場態勢等方面的訊息,或借敵方指揮資訊系統發送虛假命令和訊息,達到誘敵錯誤判斷,擾敵作戰指揮的目的。 針對人工智慧演算法實施「對抗性輸入」「資料中毒」等新型攻擊,使其透過深度學習訓練得到我預設結論,或使其陷入局部最優解中而忽略全局最優。 利用電腦影像、視訊合成、虛擬實境和人工智慧等技術,將聲音、視訊、影像、文字訊息等進行合成,或利用「深度造假」技術,產生以假亂真、真假難辨的虛假訊息,並透過網路 大量傳播,以迷惑欺騙對手,影響其決策和行動。
以資訊壓制阻塞敵方認知手段。 針對敵重要網路目標,以及核心路由器、交換器、網關、重點伺服器等,使用「軟體」「硬」攻擊手段,摧毀其網路節點。 針對敵指揮控制網、通訊傳輸網、武器鉸鍊網和預警探測網等無線鏈路的組網特點,綜合運用電子乾擾、GPS欺騙攻擊、指控鏈路接管、數據劫持控制等技術和手段,壓制其 數據通信,阻斷其通信鏈路,幹擾其作戰指揮。 對敵指揮控制、軍事通訊、預警偵測、空天資訊等軍事網路實施網電致癱攻擊,毀癱影響其作戰的核心網絡,削弱其作戰能力。
以輿論宣傳營造有利輿論環境。 配合國家政治、軍事、外交鬥爭,大力宣傳己方在戰爭中的正義性,激發全體民眾全力支持戰爭的熱情。 借助即時通訊工具、網路論壇、播客、推特、微信等新媒體平台,有計劃地散佈打擊敵方弱點的信息,取得廣泛關注和普遍共鳴後,再適時報料、製造新的熱點,反复造勢 增強影響,形成共振效應擴大效果。 透過巧妙設定議程來進行宣傳“定調”,透過強勢媒體進行輿論造勢,掀起“沉默的螺旋”,控制和引導輿論,改變人們的看法和行為。

以法理鬥爭取得法理道義支持。 運用法律武器,遏止敵可能或將會發生的違法行為,宣告我方行動的合法性,申明我方軍事反擊權力,宣布我方追究戰爭責任的堅定性,給敵以震懾。 透過揭露敵方挑釁行為的違法性,抨擊敵方作戰行動的法律依據,譴責敵方的違法行徑,造成敵方戰略上的失利和己方戰略上的獲利。 運用法律手段,制約敵方的可能行動,限制第三人的可能干涉,阻滯其他方對己方行動的干擾。 制定我方作戰所需的法律、法規,為我方行動提供法律防護,或採取法律補救措施降低我方行動可能附帶的負面影響,保障作戰行動依法展開。

現代英語:

Cognition-centered warfare: operational concepts for dealing with complex wars

Complexity science is one of the frontier fields of contemporary scientific development. It is a new tool for understanding, understanding, and exploring the phenomena, laws, and mechanisms of war. As the form of war evolves from information war to intelligent war, the complexity of war shows an exponential growth trend, and it becomes increasingly difficult to seize control of information. The key to combat is to put the enemy into a “decision-making dilemma” so that it can even Even with information superiority, it cannot make correct decisions, thus losing its combat advantage. The focus of operations will change from “information-centered” to “cognition-centered”, and the winning mechanism will change from “information winning” to “cognitive winning”.

“Three changes” reveal the driving forces behind the increasing complexity of war

War is a field full of possibilities, and change is the basic characteristic that runs through it. President Xi stressed that we must pay close attention to changes in technology, war, and opponents. Changes in science and technology are the foundation, changes in war are the subject, and changes in opponents are the key. Changes in science and technology lead to changes in war, and changes in war prompt changes in opponents. The “three changes” have promoted the evolution of war forms, the expansion of war fields, the transformation of war goals, and the expansion of war influence, revealing the driving forces behind the growth of war complexity.

Technological changes have subverted the basis for winning wars. Science and technology are the core combat effectiveness and the most active and revolutionary factor in military development. Throughout the history of the world’s military development, every major scientific and technological innovation has started a new military revolution, and every military revolution has pushed military development into a new era. Scientific and technological innovation has become a huge engine to improve the military’s combat effectiveness. . At present, a new round of scientific and technological revolution and military revolution are accelerating. The degree of informatization of modern warfare is constantly increasing, and the characteristics of intelligence are becoming increasingly apparent. The role of driving the military revolution is becoming more and more prominent. The rapid development of some cutting-edge technologies may fundamentally change the face of war and war. According to the rules, the military game between great powers is more embodied in technological subversion and counter-subversion, raids and counter-raids, offsets and counter-offsets.

The U.S. Navy’s “Nemesis” project includes reconnaissance, decoy, jamming and other systems. The decoy system covers air, surface and underwater. Under the scheduling and control of the distributed artificial intelligence engine, it can complement each other, coordinate deception, and truly create a A “ghost aircraft carrier formation” completely subverted traditional electronic deception methods and raised information deception to an unprecedented level. It can be said that science and technology has never had such a profound impact on the overall situation of national security and military strategy as it does today. It has profoundly intervened in, supported, and dominated the evolution of war forms and the innovation of combat styles, and has even subverted the mechanism of winning wars.

The U.S. Navy’s “Nemesis” project is based on networked collaborative electronic warfare

Concept, integrating different systems and utilizing unmanned distributed Clusters of electronic warfare platforms enable large-scale collaborative electronic warfare
 

The changes in war highlight the complexity of war. 

Modern warfare is undergoing profound changes, showing unprecedented diversity and complexity. This super complexity stems from many reasons: first, various advanced technologies or weapons are constantly emerging, bringing many uncertainties; second, the battlefield covers land, sea, air, space, network, electricity and cognitive and other multiple third, multiple combat objects, combat styles, combat areas, and combat methods are cross-correlated and combined to form a complex “hybrid war”; fourth, artificial intelligence algorithms build a large number of combat elements into a complex logic, and use human Machine speed beyond the reach of thinking prompts the combination, deconstruction, and recombination of various elements. In the Ukraine crisis in 2022, on the surface it is a confrontation between Russia and Ukraine, but in essence it is a “hybrid war” between the United States and Western countries and Russia; the Russian and Ukrainian armies extensively use military and civilian drones to expand The “unmanned +” application model shows the prototype of future unmanned intelligent operations; with the support of U.S. NATO air and space situational intelligence, the Ukrainian army frequently uses low-cost unmanned equipment to carry out raids on important Russian weapons platforms, highlighting its new qualities Combat forces have asymmetric attack advantages against large weapons and equipment in traditional combat systems. Changes in technology will eventually lead to changes in war. The impact of a single element on war will become weaker and weaker. The joint combat system composed of multiple elements will have a complex impact on war. War is non-linear, uncertain, chaotic and open. Complex characteristics such as adaptability and confrontation will increase exponentially, which will make it more difficult for people to judge the progress and outcome of the war.

Changes in opponents accelerate the growth of war complexity. 

Changes in war prompt changes in opponents. Currently, we are experiencing major changes unseen in a century. Major military powers are actively making strategic adjustments and promoting a new round of military reforms, which exhibit the following characteristics: first, the trend of joint, miniaturized, and autonomous institutional establishments has become more obvious; second, The first is that weapons and equipment are showing a development trend of digitization, precision, stealth, unmanned, and intelligence; the third is that the combat form is moving towards the “four nons” (non-contact, non-linear, asymmetric and irregular) and the “three nos” (Invisible, silent, unmanned) combat; fourth, the military command form is developing in the direction of flattening, automation, networking, and seamlessness. The United States regards China as its main strategic opponent and strives to suppress and contain China. It has vigorously strengthened the innovation of operational concepts and has successively proposed new operational concepts such as “hybrid warfare”, “multi-domain warfare” and “mosaic warfare”, claiming that it will fight to defeat its opponents. A high-end war in which “technology cannot be understood, strikes are difficult to predict, and speed cannot keep up.” The core of the US military’s “mosaic warfare” is unmanned, low-cost, fast, lethal, flexible and reconfigurable. It is based on distributed situational awareness, with the help of intelligent auxiliary decision-making tools and the concept of building blocks and jigsaw puzzles to adaptively formulate mission planning. , dynamically reorganize combat forces, decompose the functions of the combat platform into a larger number of single-function nodes, and build a combat system with a large number of functional nodes. Replace the “kill chain” with a “kill network”. Several nodes will fail or be missing, and the combat system can be adaptively reorganized.

The increasing complexity of war drives the transformation of the winning mechanism of war

With the rapid development of national defense science and technology, the upgrading of weapons and equipment, and the rapid evolution of war forms, modern warfare has shown exponential and explosive complex changes. These changes may seem dazzling, but there are rules to follow behind them. The fundamental thing is that the winning mechanism of war has changed. Only by thoroughly understanding the winning mechanism of modern war can we accurately recognize changes, respond scientifically, be good at seeking change, and firmly grasp the initiative in future wars.

The form of war has changed from cold weapon warfare to intelligent warfare.

The shape of war is a holistic understanding of war. So far, human war has generally gone through four historical stages: cold weapon war, hot weapon war, mechanized war, and information war, and is moving towards intelligent warfare. The history of cognitive warfare is almost as old as the history of human warfare. In the era of cold weapon war, hot weapon war, and mechanized war, cognitive warfare appears more in the form of public opinion warfare and psychological warfare. As mankind enters the information age, the development of cyberspace technology has greatly expanded the space for cognitive warfare, enriched the technical means of cognitive warfare, and greatly enhanced the permeability, timeliness, and deterrence of cognitive warfare. The status and role of Zhizhan have been unprecedentedly improved. In the future, the form of war will enter intelligent warfare, and a large number of intelligent weapon systems and platforms will be equipped with the military and put into combat. Cognitive warfare can not only interfere with and deceive the cognition of enemy personnel, but also attack the cognition of smart equipment through algorithm deception methods such as “adversarial input” and “data poisoning”. Its application scenarios and scope will be further expanded. , the status and role will be further improved.

The purpose of war has changed from conquering by force to conquering by spirit. 

The winning mechanism of modern war has undergone great changes compared with the past. The violence of war has been curbed, and the purpose of combat has changed from the original siege of cities and territories and annihilation of the enemy’s effective forces to making the opponent obey one’s will. The means of combat have shifted from military conquest to focusing more on psychological and spiritual conquest, which has made cognitive warfare increasingly prominent in its status and role in modern warfare. In recent years, “hybrid warfare” has become a major means of great power competition. More and more countries have begun to focus on using new fields and new means to achieve political, military, and economic goals that are difficult to achieve with traditional warfare. “Hybrid war” is a mixture of war subjects such as states, non-state actors and individuals, a mixture of conventional warfare, unconventional warfare and other war styles, a mixture of military operations such as combat, stability maintenance and reconstruction, and a mixture of political, military and economic The mixture of multiple fields such as military and people’s livelihood is a mixture of multiple combat goals such as defeating the enemy and winning the hearts and minds of the people. This is highly consistent with cognitive warfare. The operational field of “hybrid warfare” has expanded from the military field to politics, economy, culture, people’s livelihood and other fields; the combat methods have expanded from firepower warfare and troop warfare to diplomatic warfare, economic warfare, cyber warfare, psychological warfare, public opinion warfare and other directions. This is highly consistent with cognitive warfare. Its core essence is to “make profit out of chaos”, its main purpose is to win people’s hearts, and its combat guidance is to win by cleverness.

The winning domain of war changes from the physical domain and information domain to the cognitive domain. 

Modern war occurs in three fields: physics, information and cognition at the same time. The physical domain and information domain are separated from the material domain, and the cognitive domain is separated from the spiritual domain. The physical domain is a traditional war domain, consisting of combat platforms and military facilities, which provides the material basis for information warfare. The information domain is a newly emerging war field, that is, the space for information generation, transmission and sharing, and is the focus of information warfare competition. Cognitive domain is the scope and field involved in human cognitive activities. It is not only the space for human feeling, perception, memory and thinking activities, but also the space for knowledge generation, exchange, association, storage and application. It is also the space for perception, judgment and decision-making in combat activities. and spaces of command and control. The cognitive domain exists in the field of consciousness of combatants and affects their judgment and decision-making. It is a rising field of warfare. With the development of technologies such as network information and artificial intelligence, the scope of the cognitive domain has greatly expanded, and is expanding from the field of human consciousness to the field of modern cognitive tools and artificial intelligence. The development of military technology has expanded the scope of the cognitive domain, providing more advanced, faster, and more effective material and technical means for cognitive warfare, greatly enhancing the permeability, timeliness, and deterrence of cognitive warfare, and fundamentally It has changed cognitive warfare, making the cognitive domain a new winning field that transcends the physical domain and information domain, and has become the ultimate domain for great power games and military confrontations.

The mechanism for winning wars changes from information victory to cognitive victory. 

War confrontation is ultimately a game and confrontation of cognition. If you have the right to control cognition, you will have the initiative in war to a large extent. If you lose the right to control cognition, you will be passive in the war. The situation of being beaten. Obtaining higher and stronger control rights is the key to defeating powerful enemies. Finding ways to control cognitive power and then seize comprehensive battlefield control, so as to achieve maximum victory at the minimum cost, is an important mechanism and inherent law of modern warfare, especially cognitive warfare. In recent years, the U.S. military has successively proposed new concepts of future warfare represented by “decision-centered warfare” and “mosaic warfare”, intending to use complexity as a weapon to create multiple dilemmas for opponents, requiring it to ensure its own tactical “selective advantage”. At the same time, by creating highly complex decision-making influences on the enemy and interfering with its decision-making capabilities, it can achieve a subversive advantage over the enemy in the cognitive domain. In the primary and intermediate stages of information warfare, the key to combat is to seize network control and information control, which runs through the progressive model of “network advantage → information advantage → decision-making advantage → combat advantage”. After information warfare enters an advanced stage, it becomes more and more difficult to seize control of information. The key to combat is to make the enemy fall into a “decision-making dilemma” so that even if it has information superiority, it cannot make correct decisions, thereby losing its combat advantage and having recognition. Only by knowing the advantages can you have the combat advantage. In future wars, cognitive advantage will be the most important strategic advantage, and cognitive confrontation will be the most important form of confrontation. It can be said that “without cognition, there is no war.”

Coping with complex wars has given rise to the concept of cognitive-centered warfare

In order to cope with the exponential growth trend of the complexity characteristics of modern warfare, we must use the theories and methods of complexity science to change the concept of platform-centered warfare where firepower is supreme and killing is king, and establish a cognitive-centered combat thinking. Cognition-centered warfare refers to taking the cognitive domain as the winning area, taking the cognitive advantage as the operational goal, and focusing on interfering with cognitive means, suppressing cognitive channels, affecting cognitive production, and conducting cognitive operations on enemy personnel and intelligent equipment. Interference, suppression, deception and inducement are a new operational concept that obtains combat advantages by seizing and maintaining cognitive advantages. Its main winning mechanisms are as follows.

Use cyber deterrence to destroy the enemy’s will to fight. 

Targeting at the enemy’s political, economic, military, diplomatic, and cultural contradictions and weaknesses, disseminate deterrent information through cyberspace, or publish military parades, large-scale military exercises, new weapons and equipment research and development and other information through the Internet , causing great fear and shock to the opponent’s cognition and psychology, and deterring the enemy is not conducive to the implementation of my actions. Comprehensive use of network and electricity attack methods to carry out point strikes and warning attacks against the enemy’s important network and electricity targets and key core nodes, destroying the enemy’s system combat capabilities, affecting the normal performance of the enemy’s weapons and equipment, and providing psychological deterrence to the enemy. The US military’s “gray zone operations” theory relies on its own technological advantages and mainly takes actions such as cyber and electronic countermeasures to respond to the opponent’s “gray zone provocation” and deter the opponent from giving up “confrontation” or escalating the conflict, putting it in a dilemma.

Use information deception to induce the enemy to make wrong judgments. 

Aiming at the enemy’s reconnaissance equipment, intelligence agencies and command systems, conceal one’s military intentions, military operations and military objectives through cyber attacks, electronic deception and other means, and transmit to the enemy errors and information about one’s own False information on combat intentions, troop configurations, combat capabilities, combat plans, and battlefield situations, or use the enemy’s command information system to send false orders and information to induce the enemy to make wrong judgments and disrupt the enemy’s combat command. Implement new attacks such as “adversarial input” and “data poisoning” against artificial intelligence algorithms, allowing them to obtain preset conclusions through deep learning training, or causing them to fall into local optimal solutions and ignore the global optimal. Use technologies such as computer imaging, video synthesis, virtual reality, and artificial intelligence to synthesize sounds, videos, images, text information, etc., or use “deep fake” technology to generate false information that is difficult to distinguish between true and false and transmit it through the Internet Spread in large quantities to confuse and deceive opponents and influence their decisions and actions.

Use information suppression to block the enemy’s cognitive means. 

Aim at the enemy’s important network targets, as well as core routers, switches, gateways, key servers, etc., and use “soft” and “hard” attack methods to destroy their network nodes. Based on the networking characteristics of wireless links such as the enemy’s command and control network, communication transmission network, weapon hinge network, and early warning detection network, comprehensively use technologies and means such as electronic jamming, GPS spoofing attacks, command link takeover, and data hijacking control to suppress them. Data communication, blocking its communication links and interfering with its combat command. Implement cyber-paralysis attacks on enemy command and control, military communications, early warning detection, aerospace information and other military networks, destroying core networks that affect their operations and weakening their combat capabilities.

Create a favorable public opinion environment through public opinion propaganda.

Cooperate with the country’s political, military, and diplomatic struggles, vigorously promote one’s own justice in the war, and stimulate the enthusiasm of all people to fully support the war. With the help of new media platforms such as instant messaging tools, online forums, podcasts, Twitter, and WeChat, we can systematically disseminate information that targets the enemy’s weaknesses. After gaining widespread attention and consensus, we can then promptly report information, create new hot spots, and repeatedly build momentum. Enhance the influence and form a resonance effect to expand the effect. Propaganda “sets the tone” by cleverly setting agendas, building public opinion through powerful media, setting off a “spiral of silence”, controlling and guiding public opinion, and changing people’s opinions and behaviors.

Use psychological attacks to undermine the morale of enemy soldiers and civilians. 

Widely disseminate processed and processed information through the Internet, promote one’s own justice, demonstrate one’s strength, will and determination, vilify the enemy politically and morally, and internally Gather the thoughts and will of the military and civilians, strive for the legal and moral commanding heights externally, and spiritually “soften” and “weaken” the enemy. Use a variety of network communication methods and technical means to send various deceptive, disruptive, inductive, and deterrent messages to the enemy’s military and civilians in a targeted manner to attack the enemy’s psychological defense line, promote an ineffective confrontation mentality, and then lose the combat capability. . Through the Internet, we can create, guide, plan, build, and expand momentum to create a “momentum” that is beneficial to ourselves but not beneficial to the enemy, causing a psychological impact on the other party’s people, thereby affecting or changing their psychological state, and implementing effective psychological attacks.

Watch legal and moral support through legal struggle. 

Use legal weapons to curb the enemy’s possible or future illegal acts, declare the legality of our actions, affirm our power of military counterattack, declare our determination to pursue war responsibilities, and give To intimidate the enemy. By exposing the illegality of the enemy’s provocative behavior, criticizing the legal basis for the enemy’s combat operations, and condemning the enemy’s illegal behavior, it causes the enemy’s strategic defeat and our own strategic gain. Use legal means to restrict the enemy’s possible actions, limit the possible interference of third parties, and block other parties from interfering with our own actions. Formulate the laws and regulations necessary for our operations to provide legal protection for our operations or take legal remedial measures to reduce the possible negative impacts of our operations and ensure that combat operations are carried out in accordance with the law.


中國原始軍事參考資料 https//www.81it.com/2023/1109/88888.html