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Operational Window: Chinese Military New Perspectives for Implementing Cross-Domain Collaborative Operations

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作戰窗口：中國軍隊實施跨域協同作戰的新視角

現代英語：

The combat window refers to the time and space range that is chosen to stimulate the effectiveness of the system’s combat cycle and is conducive to the joint combat force’s implementation of cross-domain coordinated operations. The concept of combat window comes from fighter jets. It is an innovative development of the theory of joint combat command under the new situation. It will be more widely used than fighter jets in combat command activities. Whether the selection of fighter jets in the confrontation of the joint combat force system can be regarded as a form of “combat window” directly affects the commander’s vision. In the complex and changeable information battlefield environment, the combat window has gradually become a new basis for the joint combat force to implement cross-domain coordinated operations, which is of great significance for seizing the initiative on the battlefield and shaping a favorable situation.

Constructing a combat window to highlight the comprehensiveness of cross-domain collaborative combat preparations

The theater joint command should closely follow the combat missions, opponents, and environment, firmly grasp the strategic and campaign initiative, strengthen the pre-positioning of joint combat resources, actively optimize the battlefield environment, and create conditions for establishing combat windows.

Carry out careful and continuous joint reconnaissance around the operational window. The time and space scope of the operational window includes the time interval and the strike area for attacking enemy targets. Among them, the strike area is generally centered on the strike target, which refers to a relatively closed space that can regulate the system combat forces to maintain comprehensive control over the local battlefield and is suitable for attacking enemy node targets. In order to ensure the smooth implementation of operations in the operational window area, its periphery can be divided into warning patrol areas, interception and annihilation areas, and defensive combat areas to provide support and guarantee for it. The joint command agency should focus on the reporting needs of priority intelligence and warning information in the operational window, and comprehensively use the reconnaissance and early warning forces and means of various services to implement careful, continuous and focused joint reconnaissance to obtain intelligence and warning information in the operational window area and its peripheral areas. If necessary, strategic reconnaissance and early warning forces can be coordinated to provide intelligence support, eliminate reconnaissance and early warning blind spots in the time and space of the operational window, and ensure that the flow of intelligence and warning information from acquisition to use is efficient and stable.

Predict the combat window and timely adjust the cycle plan of the combat readiness training of the task force. The scale and intensity of the high alert state maintained by the task forces of various services and arms greatly restricts the time and space scope of the combat window. Periodically maintaining a high state of alert requires the task forces of various services and arms to manage and operate in accordance with the state of war, which is an important indicator of the combat effectiveness of the task force. At present, the task force should carry out daily management and training in accordance with the three states of combat readiness, training, and preparation. The purpose is to ensure that a considerable number of combat-capable forces can carry out combat window tasks at any time and continuously improve their actual combat level. Non-combat-capable forces should coordinate resources and concentrate on training to generate system combat capabilities. The preparation period is in the interval between combat readiness training. The combat personnel should be flexibly organized to rest, repair equipment and conduct necessary training to create conditions for transitioning to the training cycle or combat readiness cycle. By predicting the combat window, the theater joint command timely adjusts the cycle plan of combat readiness training for large-scale task forces, so that they are rhythmically and regularly in a high state of alert, providing a force basis for implementing window operations.

Focus on the operational window and roll out the linkage operation of cross-domain collaborative combat plans. Since the operational window is often fleeting, the completeness of the cross-domain collaborative combat plans of various services and arms formulated around the operational window may be greatly reduced. Therefore, the theater joint command should gather the collective wisdom of commanders and their command organs, rely on the command information system, and roll out the formulation of cross-domain collaborative combat plans through systematic, procedural, and professional fast command linkage operations. Command linkage operations involve linkage operations of superior and subordinate command agencies, linkage operations of the entire process of reconnaissance, control, attack, protection, and evaluation, and human-machine interaction linkage operations. The implementation of command linkage operations should unify operational intentions, focus on operational windows, use the command operation platform for situation sharing, carry out parallel operations in a coordinated manner, conduct periodic operational planning, conduct situation analysis at any time, follow up on operational concepts, enhance the credibility of simulation and evaluation, and simultaneously formulate and improve cross-domain collaborative combat plans. The implementation of linkage operations helps to shorten the formulation time of cross-domain collaborative combat plans, improve the feasibility of plans, and seize the opportunity of operational windows as soon as possible.

Applying combat windows to highlight the effectiveness of cross-domain collaborative combat system confrontation

The theater joint command should make decisive decisions to launch operations based on careful planning and comprehensive preparation in response to different combat objectives and tasks, different attributes of combat opponents, and different combat types and styles, and quickly seize the initiative on the battlefield in the combat window.

Superimpose the effectiveness of the combat system. The task forces of various services and arms work closely together within the time and space of the combat window, work together as a whole, and focus on combat tasks to form a system combat effect. At present, with the rapid development of military science and technology and the continuous adjustment and optimization of new combat forces, precision, automation, intelligence, and unmanned weapons and equipment are being used more and more widely. Within a specific combat window, almost every service and arms has more or less the means to accurately strike enemy targets in multiple domains over long distances. Even land-based task forces have the ability to accurately strike enemy targets at long distances and the ability to project troops near the coast, which enables the task forces of various services and arms to carry out compound strikes within the combat window, becoming the preferred method for joint operations to strike enemy targets. Compared with a single service and arms, compound strikes of multiple services and arms will produce more powerful, more accurate, more stable, and faster compound strike effectiveness. The compound strike effectiveness of the task forces of various services and arms focuses on combat targets within the combat window, which will cause the value of cross-domain collaborative combat effectiveness to increase sharply, and the superimposed effect will be more obvious.

Converge combat support resources. Combat support resources are material factors that affect the selection and application of combat windows, involving many resources such as reconnaissance and intelligence support, information support, and rear-end support. Implementing converged support and support for the theater in wartime is the key to applying the combat window. The combat support of friendly theaters will enable the task force to maintain a high level of combat readiness, and commanders will have more combat options; the aerospace information support and network combat support provided by the strategic support force will be an important support in the field of joint reconnaissance and intelligence, and information operations; and the joint logistics support force is the main force for implementing joint logistics support and strategic and campaign support, and the volatility of the combat capability of the theater task force is largely restricted by this. In this regard, by clarifying the mission and tasks, command authority, institutional mechanisms, and laws and regulations of the combat support force, we will actively gather combat support resources around the combat window, implement integrated, comprehensive and efficient support, and greatly improve the system effectiveness of cross-domain collaborative operations.

Regulate the operational fluctuation cycle. The joint command command command of the task forces of various services and arms to carry out strike operations against enemy targets. Before the operation, it is necessary to convert the combat readiness level, conduct coordinated exercises, and deploy to the standby area. Even if the task force is faster in preparation for strikes, more skilled in strike methods, and more optimized in strike processes, it needs to be completed within the corresponding time period. At the same time, commanders and combatants will be affected by combat fatigue, resulting in a significant reduction in command decision-making efficiency and strike effectiveness, which greatly restricts the extension of combat duration and makes the fluctuation cycle of the combat capability of the task force more obvious. After the strike operation, the replenishment and rest of combat personnel, the maintenance and repair of weapons and equipment, and the summary and review of combat experience and lessons all require an adjustment cycle. Commanders need to timely regulate the fluctuation cycle of the task force’s strike capability according to the different combat methods and weapon and equipment damage mechanisms of various services and arms, clarify the combat threshold of the task force, and minimize the interference of combat fluctuations as much as possible, thereby greatly improving the cross-domain collaborative combat capability.

Maintain the operational window and highlight the stability of battlefield control in cross-domain collaborative operations

The theater joint command should strictly control the scale and intensity of window operations, strengthen joint management and control, strictly control combat costs, improve combat effectiveness, actively create a favorable battlefield situation, avoid combat passivity, and prevent window operations from expanding into full-scale operations.

Strengthen battlefield linkage control. Battlefield control by various services plays an important role in shaping a stable combat situation, strengthening multi-domain space control, and maintaining combat windows. Strengthen the control of cross-domain collaborative combat battlefield space, including battlefield spaces such as land, sea, air, space, and network, as well as electromagnetic spectrum and time-space reference battlefield space. Among them, the battlefield control area is mainly divided into combat window areas, strategic support areas, alert isolation areas, frontier warning areas, and friendly support areas in various fields. Under the unified command and control of commanders and command agencies, the task forces of various services and arms clarify the primary and secondary relationships of cross-domain collaborative control, clarify control rules, mechanisms and disciplines, adopt a variety of control methods, and comprehensively use command information systems and other advanced technical means to vigorously strengthen the timeliness and accuracy of battlefield linkage control.

Comprehensively evaluate the combat effectiveness. The command organization should closely follow the formulation process of the cross-domain collaborative combat plan of the combat window, closely follow the collaborative control instructions, closely follow the collaborative actions of the task force, and closely follow the actual collaborative support, and implement rapid, efficient, and continuous performance and effectiveness evaluation during the window operation. Focusing on the achievement of combat objectives, adapting to the characteristics of window operations with full-domain linkage, comprehensively using a variety of combat evaluation tools and means, integrating system evaluation algorithms, data and capabilities, optimizing the evaluation system dominated by combat effectiveness, process management, information support, and human-in-the-loop, forming an evaluation model that matches combat orders, actions, and effects, and combines combat performance with effectiveness indicator judgment, thereby improving the accuracy and timeliness of combat window effect evaluation.

Actively shape the new battlefield situation. After continuous preparations for military struggle against the enemy, interactive deterrence and control, and limited strikes within the combat window, the state and situation formed by the enemy and us in terms of combat force comparison, deployment and action are relatively stable, thus forming a battlefield situation under the new situation, and its development trend is also predictable and expected. Commanders and their command organs continue to have a deep understanding of the characteristics and laws of the enemy situation, our situation and battlefield environment in this strategic direction, and have a clear understanding of the basic outline of the future struggle situation. They can clarify future combat objectives and measures, and their confidence in winning will gradually increase, creating conditions for determining the next round of combat windows.

現代國語：

劉 陽 李志華

引言

作戰窗口，是指為激發體係作戰週期效能而選擇的有利於聯合作戰力量實施跨域協同作戰的時空範圍。作戰窗口概念來自戰機，是戰機在新局勢下聯合作戰指揮理論的創新發展，在作戰指揮活動中將比戰機應用更廣泛。能否將聯合作戰力量體系對抗中戰機的選擇看作「作戰窗口」的形式，直接影響了指揮的眼界。在複雜多變的資訊化戰場環境下，作戰窗口逐漸成為聯合作戰力量實施跨域協同作戰的新基點，對奪取戰場主動，塑造有利態勢，具有重要意義。

構設作戰窗口，突顯跨域協同作戰準備的全面性

戰區聯指應緊貼作戰任務、戰鬥對手、作戰環境,牢牢掌握戰略戰役主動權，加強聯合作戰資源預設，積極優化戰場環境，為構設作戰窗口創造條件。

圍繞作戰窗口實施周密持續的聯合偵察。作戰窗口的時空範圍包括打擊敵目標的時間區間與打擊地幅。其中，打擊地幅一般以打擊目標為中心，指能調控體係作戰力量持續維持局部戰場綜合控制權、適合打擊敵節點目標的相對密閉空間。為確保在作戰窗口區順利實施作戰，其外圍可區分為警戒巡邏區、攔截阻殲區與防禦作戰區等為其提供支撐保障。聯指機關應圍繞作戰窗口優先情報告警信息的提報需求，綜合運用諸軍兵種偵察預警力量和手段，為獲取作戰窗口區及其外圍區域的情報告警信息實施周密持續有重點的聯合偵察。必要時可協調戰略偵察預警力量提供情報支援，消除作戰窗口時空的偵察預警盲區，確保情報告警信息從獲取至運用的流轉過程高效穩定。

預測作戰窗口及時調整任務部隊戰備訓練的週期計畫。諸軍兵種任務部隊保持高度戒備狀態的規模強度極大限製作戰窗口的時空範圍。週期性保持高度戒備狀態，要求諸軍兵種任務部隊依照臨戰狀態進行管理運作，是體現任務部隊戰鬥力高低的重要標誌。當前任務部隊應依照戰備、訓練、整備三種狀態進行日常管理和訓練，目的是確保相當規模的能戰兵力可隨時遂行作戰窗口任務並不斷提高實行水平，非能戰兵力應統籌資源集中精力進行系統作戰能力的生成訓練。整備期則處於戰備訓練間隙，應機動靈活組織作戰人員休息、裝備維修和必要訓練，為轉入訓練週期或戰備週期創造條件。戰區聯指透過預測作戰窗口，及時調整較大規模任務部隊戰備訓練的周期計劃，使其有節奏、規律地處於高度戒備狀態，為實施窗口作戰提供力量基礎。

聚焦作戰視窗滾動組織跨域協同作戰方案計畫的聯動作業。由於作戰窗口往往稍縱即逝，圍繞作戰窗口應急制定的諸軍兵種跨域協同作戰方案計劃的完備性可能會大打折扣。因此戰區聯指應凝聚指揮員及其指揮機關的集體智慧，依靠指揮資訊系統，透過體系化、程序化、專業化的快速指揮聯動作業，滾動組織擬制跨域協同作戰方案計劃。指揮聯動作業涉及上下級指揮機構聯動作業、偵控打保評全流程聯動作業及人機交互聯動作業等。實施指揮聯動作業應統一作戰意圖，聚焦作戰窗口，利用態勢共享的指揮作業平台，聯動展開平行作業，進行週期性的作戰規劃，隨時開展研判態勢，跟進提出作戰構想，增強推演評估的可信度，同步擬制並日臻完善跨域協同作戰的方案計劃。實施聯動作業有助於縮短跨域協同作戰方案計畫的製定時間，提高方案計畫的可行性，儘早掌握作戰窗口的先機。

應用作戰窗口，突顯跨域協同作戰體系對抗的效能性

戰區聯指應針對不同作戰目的任務，不同作戰對手屬性，不同作戰類型樣式，在精心籌劃和全面準備的基礎上，果斷決策發起作戰，迅速奪取作戰窗口的戰場主動權。

疊加作戰體系效能。諸軍兵種任務部隊在作戰窗口時空範圍內密切協同，整體聯動，聚焦作戰任務形成體係作戰效果。目前隨著軍事科技的快速發展與新銳作戰力量不斷調整優化，精確化、自動化、智慧化、無人化的武器裝備應用越來越廣泛，在特定的作戰窗口範圍內，幾乎每個軍兵種都或多或少地具備遠程多域精確打擊敵目標的手段。即使是陸戰型任務部隊，也具備較遠距離的精確遠火打擊能力與近海兵力投送能力，這就使得諸軍兵種任務部隊在作戰窗口內實施複合打擊，成為聯合作戰打擊敵目標的首選方式。多軍兵種複合打擊與單一軍兵種相比，將會產生更猛、更準、更穩、更快的複合打擊效能。諸軍兵種任務部隊的複合打擊效能在作戰窗口範圍內聚焦作戰目標，將促使跨域協同作戰效能的量值陡增，疊加效果更加顯現。

匯聚作戰保障資源。作戰保障資源是影響作戰窗口選擇應用的物質因素，涉及偵察情報保障、資訊保障與後裝保障等諸多資源。戰時對本戰區實施匯聚式支援保障是應用作戰窗口的關鍵。友鄰戰區的作戰支援將使任務部隊保持較高的戰備水平，指揮官將具有更多的作戰選擇性；戰略支援部隊提供的航天資訊支援、網路作戰支援將是聯合偵察情報、資訊作戰領域的重要支撐；而聯勤保障部隊是實施聯勤保障和戰略戰役支援保障的主要力量，戰區任務部隊作戰能力的波動性很大程度上受此制約。對此，透過明確作戰保障力量的使命任務、指揮權限、體制機制與法規制度等約束激勵手段，主動圍繞作戰窗口匯聚作戰保障資源，實施一體化綜合高效保障，大力提升跨域協同作戰的體系效能。

調控作戰波動週期。聯指機關指揮諸軍兵種任務部隊對敵目標實施打擊行動，其行動前需進行戰備等級轉換、協同演練與機動展開至待機地域等。即使任務部隊打擊準備速度再快，打擊方法再熟練，打擊流程再優化，也需要在相應的時間週期內完成。同時指揮與戰鬥人員會受到作戰疲勞的影響，造成指揮決策效率、打擊效能大幅降低，極大限製作戰持續時間的延長，使得任務部隊作戰能力的波動週期更加明顯。而打擊行動結束後，作戰人員的補充休整，武器裝備的保養修理，作戰經驗教訓的總結檢討，均需要一個調整週期。指揮員需根據諸軍兵種作戰方式與武器裝備毀傷機理的不同，及時調控任務部隊打擊能力的變化波動週期，明確任務部隊的能戰閾值，盡可能減少作戰波動幹擾，從而大幅提升跨域協同作戰能力。

維持作戰窗口，突顯跨域協同作戰戰場管控的穩定性

戰區聯指應嚴格控制窗口作戰的規模強度，加強連動管控，嚴控作戰成本，提升作戰效益，積極塑造有利戰場態勢，避免作戰被動，防止將窗口作戰擴大成全面作戰。

加強戰場聯動管控。諸軍兵種戰場管控對塑造穩定的作戰態勢，加強多域空間管制，維持作戰窗口有重要作用。加強跨域協同作戰戰場空間的管控，包括陸地、海洋、空中、太空、網路等戰場空間，以及電磁頻譜與時空基準戰場空間等。其中，戰場管控區域重點劃分為各領域的作戰窗口區、戰略支撐區、警戒隔離區、前沿預警區以及友鄰支援區等，諸軍兵種任務部隊在指揮員及指揮機關的統一指揮控制下，釐清跨域協同管控的主次關係，明確管控規則、機製與紀律，採用多種管控方法，綜合用級管控法

全面評估作戰效果。指揮機構應緊貼作戰窗口跨域協同作戰方案計畫的製定流程，緊貼協同控制指令，緊貼任務部隊協同動作，緊貼協同保障實際，在窗口作戰過程中實施快速、高效、持續的績效與效力評估。圍繞作戰目的的達成，適應全局聯動的窗口作戰特點，綜合運用多種作戰評估工具和手段，集成系統評估的算法、數據與能力於一體，優化作戰效益主導、流程管理、資訊支撐、人在迴路的評估體系，形成作戰命令、行動、效果的相互匹配，績效與效力時效力時相互結合的評估模式，從而提高作戰後效性指標的準確性和時效性指標的準確性和效能性指標。從而提高作戰時效性指標。

主動塑造戰場新態。經過平時持續對敵軍事鬥爭準備、互動懾控以及作戰窗口內有限的打擊較量後，敵我雙方在作戰力量對比、部署和行動等方面形成的狀態和形勢表現相對穩定，從而形成塑造了新形勢下的戰場態勢，其發展趨勢也顯得可預測、可期望。指揮者及其指揮機關對本戰略方向的敵情、我情與戰場環境的特點規律不斷深度掌握，對未來鬥爭形勢的基本輪廓走向就有了清晰認識，就能明確今後的作戰目標舉措，打贏自信也會逐步增強，為確定下一輪的作戰窗口創造了條件。

中國原創軍事資源：http://www.81.cn/jfjbmap/content/2018-12/06/content_222435888.htm

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Chinese Military Comprehensive Observations of Intelligent Warfare: Focus on Anti-AI Operations During Intelligent Warfare

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中國軍隊智慧化戰爭綜合觀察：聚焦智慧化戰爭中的反人工智慧作戰

現代英語：

Focus on anti-AI operations in intelligent warfare

■ Kang Ruizhi and Li Shengjie

introduction

The extensive application of science and technology in the military field has caused profound changes in the form and mode of warfare. The military game between major powers is increasingly manifested in technological subversion and counter-subversion, surprise and counter-surprise, offset and counter-offset. To win the future intelligent war, we must not only continue to promote the deep transformation and application of artificial intelligence technology in the military field, but also strengthen dialectical thinking, adhere to asymmetric thinking, innovate and develop anti-artificial intelligence combat theories and tactics, and proactively plan anti-artificial intelligence technology research and weapons and equipment research and development to achieve “breaking intelligence” and win, and strive to seize the initiative in future wars.

Fully understand the inevitability of anti-AI operations

Comrade Mao Zedong pointed out in “On Contradiction”: “The law of contradiction of things, that is, the law of the unity of opposites, is the most fundamental law of dialectical materialism.” Looking at the history of the development of military technology and its combat application, it has always been full of the dialectical relationship between attack and defense. The phenomenon of mutual game and alternating suppression between the “spear” of technology and the “shield” of corresponding counter-technology is common.

In the era of cold weapons, people not only invented eighteen kinds of weapons such as “knives, guns, swords, and halberds”, but also created corresponding “helmets, armor, and shields”. In the era of hot weapons, the use of gunpowder greatly increased the attack distance and lethality, but also gave rise to technical and tactical innovations represented by defensive fortifications such as “trench” and “bastion”. In the mechanized era, tanks shined in World War II, and people’s development of technical and tactical related to “tank armor” and “anti-tank weapons” continues to this day. In the information age, “electronic attack” and “electronic protection” around information control have set off a new wave of enthusiasm, and electronic countermeasures forces have emerged. In addition, there are countless opposing concepts in the military field such as “missiles” and “anti-missiles”, “unmanned combat” and “anti-unmanned combat”.

It should be noted that “anti-AI warfare”, as the opposing concept of “intelligent warfare”, will also gradually emerge with the extensive and in-depth application of intelligent technology in the military field. Prospective research on the concepts, principles and technical and tactical implementation paths of anti-AI warfare is not only a need of the times for a comprehensive and dialectical understanding of intelligent warfare, but also an inevitable move to seize the high ground of future military competition and implement asymmetric warfare.

Scientific analysis of anti-AI combat methods and paths

At present, artificial intelligence technology is undergoing a leapfrog development stage from weak to strong, and from special to general. From the perspective of its underlying support, data, algorithms, and computing power are still its three key elements. Among them, data is the basic raw material for training and optimizing models, algorithms determine the strategic mechanism of data processing and problem solving, and computing power provides hardware support for complex calculations. Seeking ways to “break intelligence” from the perspective of the three elements of data, algorithms, and computing power is an important method and path for implementing anti-artificial intelligence operations.

Anti-data operations. Data is the raw material for artificial intelligence to achieve learning and reasoning. The quality and diversity of data have an important impact on the accuracy and generalization ability of the model. There are many examples in life where artificial intelligence models fail due to minor data changes. For example, the face recognition model in the mobile phone may not be able to accurately identify the identity of the person because of wearing glasses, changing hairstyle or changes in the brightness of the environment; the autonomous driving model may also misjudge the road conditions due to factors such as road conditions, road signs and weather. The basic principle of implementing anti-data operations is to mislead the training and learning process or judgment process of the military intelligent model by creating “polluted” data or changing the distribution characteristics of the data, and use the “difference” of the data to cause the “error” of the model, thereby reducing the effectiveness of the military intelligent model. Since artificial intelligence models can conduct comprehensive analysis and cross-verification of multi-source data, anti-data operations should pay more attention to packaging false data information from multi-dimensional features to enhance its “authenticity”. In recent years, foreign militaries have conducted relevant experimental verifications in this regard. For example, special materials coating, infrared transmitting device camouflage and other methods are used to simulate the optical and infrared characteristics of real weapon platforms and even the engine vibration effects to deceive intelligent intelligence processing models; in cyberspace, traffic data camouflage is implemented to enhance the silent operation capability of network attacks and reduce the effectiveness of network attack detection models.

Anti-algorithm warfare. The essence of an algorithm is to describe a strategy mechanism for solving a problem in computer language. Since this strategy mechanism has a limited scope of adaptation, it may fail when faced with a wide variety of real-world problems. A typical example is Lee Sedol’s “God’s Move” in the 2016 man-machine Go match. After reviewing and analyzing the game, many professional Go players said that the “God’s Move” was not actually valid, but it worked for AlphaGo. Silva, the developer of AlphaGo, explained that Lee Sedol had hit an unknown loophole in the computer; there are also analyses that it may be that “this move” contradicts the Go logic of AlphaGo or is beyond its strategy learning range, making it unable to cope. The basic principle of implementing anti-algorithm warfare is to conduct logical attacks or logical deceptions against loopholes in the algorithm strategy mechanism and weaknesses in the model architecture to reduce the effectiveness of the algorithm. Anti-algorithm warfare should be combined with specific combat actions to achieve “misleading deception” against the algorithm. For example, drone swarm reconnaissance operations often use reinforcement learning algorithm models to plan reconnaissance routes. To address this situation, irregular or abnormal actions can be created to make the reward mechanism in the reinforcement learning algorithm model less effective or invalid, thereby achieving the goal of reducing its reconnaissance and search efficiency.

Anti-computing power operations. The strength of computing power represents the speed of converting data processing into information advantage and decision-making advantage. Unlike anti-data operations and anti-algorithm operations, which are mainly based on soft confrontation, the confrontation method of anti-computing power operations is a combination of soft and hard. Hard destruction mainly refers to the attack on the enemy’s computing power center, computing network facilities, etc., by cutting off its computing power to make it difficult for its artificial intelligence model to function; soft confrontation focuses on increasing the enemy’s computing power cost, mainly by creating a “fog” of war and data noise. For example, during combat, a large number of meaningless data such as images, audio, video, and electromagnetic are generated to contain and consume the enemy’s computing power resources, reducing the effective effect rate of its computing power. In addition, attacks can also be carried out on weak links in defense such as the support environment and supporting construction of computing power. The computing power center consumes huge amounts of electricity, and attacking and destroying its power support system can also achieve the effect of anti-computing power operations.

Proactively plan the construction of anti-AI combat capabilities

In any war, the right tactics are used to win. In the face of intelligent warfare, while continuing to promote and improve intelligent combat capabilities, it is also necessary to strengthen preparations for anti-AI operations, proactively plan theoretical innovations, supporting technology development, and equipment platform construction related to anti-AI operations, and ensure the establishment of an intelligent combat system that is both offensive and defensive, and integrated with defense and counterattack.

Strengthen the innovation of anti-AI combat theory. Scientific military theory is combat effectiveness. Whether it is military strategic innovation, military scientific and technological innovation, or other military innovations, they are inseparable from theoretical guidance. We must persist in emancipating our minds, broadening our horizons, strengthening dialectical thinking, and using the innovation of anti-AI combat theory as a supplement and breakthrough to build a theoretical system of intelligent combat that supports and serves to win the battle. We must insist on you fight yours and I fight mine, strengthen asymmetric thinking, and provide scientific theoretical support for seizing battlefield control through in-depth research on anti-AI combat concepts, strategies and tactics, and effectively play the leading role of military theory. We must persist in the integration of theory and technology, enhance scientific and technological cognition, innovation, and application, open up the closed loop between anti-AI combat theory and technology, let the two complement and support each other, and achieve deep integration and benign interaction between theory and technology.

Focus on the accumulation of anti-AI military technology. Science and technology are important foundations for generating and improving combat effectiveness. Once some technologies achieve breakthroughs, the impact will be subversive, and may even fundamentally change the traditional war offense and defense pattern. At present, major countries in the world regard artificial intelligence as a subversive technology and have elevated the development of military intelligence to a national strategy. At the same time, some countries are actively conducting research on technologies related to anti-AI operations and exploring methods of AI confrontation, with the intention of reducing the effectiveness of the opponent’s military intelligence system. To this end, we must explore and follow up, strengthen the tracking and research of cutting-edge technologies, actively discover, promote, and stimulate the development of technologies such as intelligent confrontation that have anti-subversive effects, seize the technological advantage at the beginning of anti-AI operations, and prevent enemy technological raids; we must also carefully select, focus on maintaining sufficient scientific rationality and accurate judgment, break through the technical “fog”, and avoid falling into the opponent’s technical trap.

Research and develop weapons and equipment for anti-AI operations. Designing weapons and equipment is designing future wars. What kind of wars will be fought in the future will determine what kind of weapons and equipment will be developed. Anti-AI operations are an important part of intelligent warfare, and anti-AI weapons and equipment will also play an important role on future battlefields. When developing anti-AI weapons and equipment, we must first keep close to battlefield needs. Closely combine combat opponents, combat tasks, and combat environments, strengthen anti-AI combat research, accurately describe anti-AI combat scenarios, and ensure that the demand for anti-AI combat weapons and equipment is scientific, accurate, and reasonable. Secondly, we must establish a cost mindset. The latest local war practices show that combat cost control is an important factor affecting the outcome of future wars. Anti-AI operations focus on interfering with and confusing the enemy’s military intelligence system. Increasing the development of decoy weapon platforms is an effective way to reduce costs and increase efficiency. By using low-cost simulations to show false targets to deceive the enemy’s intelligent reconnaissance system, the “brain-breaking” effect can be extended and amplified, and efforts can be made to consume its high-value strike weapons such as precision-guided missiles. Finally, we must focus on upgrading while building, using, and upgrading. Intelligent technology is developing rapidly and is updated and iterated quickly. We must closely track the opponent’s cutting-edge military intelligent technology applications, understand their intelligent model algorithm architecture, and continuously promote the application and upgrading of the latest anti-artificial intelligence technology in weapon platforms to ensure its efficient use on the battlefield.

現代國語：

關注智慧化戰爭中的反人工智慧作戰

■康睿智 李聖傑

引言

科學技術在軍事領域的廣泛運用，引起戰爭形態和作戰方式的深刻變化，大國軍事博弈越來越表現為技術上的顛覆與反顛覆、突襲與反突襲、抵消與反抵消。打贏未來智慧化戰爭，既要不斷推進人工智慧技術在軍事領域的深度轉化應用，還應加強辯證思維、堅持非對稱思想，創新發展反人工智慧作戰理論和戰法，前瞻佈局反人工智慧技術研究和武器裝備研發，實現「破智」制勝，努力把握未來戰爭主動權。

充分認識反人工智慧作戰必然性

毛澤東同志在《矛盾論》中指出：「事物的矛盾法則，即對立統一的法則，是唯物辯證法的最根本的法則。」縱觀軍事技術發展及其作戰運用歷史，從來都充滿了攻與防的辯證關系，技術之「矛」與相應反制技術之「盾」之間相互博弈、交替壓制的現象屢見不鮮壓制的現象屢見不鮮。

在冷兵器時代，人們不僅發明出「刀、槍、劍、戟」等十八般兵器，與之相應的「盔、甲、盾」等也被創造出來。熱兵器時代，火藥的使用大幅提升了攻擊距離和殺傷力，但同時也催生了以「塹壕」「棱堡」等防禦工事為代表的技術戰術創新。機械化時代，坦克在二戰中大放異彩，人們對「坦克裝甲」與「反戰車武器」相關技戰術的開發延續至今。資訊時代，圍繞制資訊權的「電子攻擊」與「電子防護」又掀起一陣新的熱潮，電子對抗部隊應運而生。此外，「導彈」與「反導」、「無人作戰」與「反無人作戰」等軍事領域的對立概念不勝枚舉。

應當看到，「反人工智慧作戰」作為「智慧化作戰」的對立概念，也必將隨著智慧技術在軍事領域的廣泛深度運用而逐漸顯現。前瞻性研究反人工智慧作戰相關概念、原則及其技戰術實現路徑，既是全面辯證認識智慧化戰爭的時代需要，也是搶佔未來軍事競爭高地、實施非對稱作戰的必然之舉。

科學分析反人工智慧作戰方法路徑

目前，人工智慧技術正經歷由弱向強、由專用向通用的跨越式發展階段。從其底層支撐來看，數據、演算法、算力依舊是其三大關鍵要素。其中，數據是訓練和優化模型的基礎原料，演算法決定了數據處理與問題解決的策略機制，算力則為復雜計算提供硬體支撐。從數據、演算法、算力三個要素的角度尋求「破智」之道，是實施反人工智慧作戰的重要方法路徑。

反數據作戰。數據是人工智慧實現學習和推理的原始素材，數據的品質和多樣性對模型的準確度和泛化能力有重要影響。生活中因為微小數據變化而導致人工智慧模型失效的例子比比皆是。例如，手機中的人臉識別模型，可能會因人戴上眼鏡、改變發型或環境明暗變化等原因，而無法準確識別身份；自動駕駛模型也會因路況、路標及天氣等因素，產生對道路情況的誤判。實施反數據作戰，其基本原理是通過製造“污染”數據或改變數據的分佈特徵，來誤導軍事智能模型的訓練學習過程或判斷過程，用數據之“差”引發模型之“謬”，從而降低軍事智能模型的有效性。由於人工智慧模型能夠對多源數據進行綜合分析、交叉印證，反數據作戰應更加註重從多維特徵出發，包裝虛假數據信息，提升其「真實性」。近年來，外軍在這方面已經有相關實驗驗證。例如，利用特殊材料塗裝、紅外線發射裝置偽裝等方式，模擬真實武器平台光學、紅外特徵甚至是發動機震動效果，用以欺騙智能情報處理模型；在網絡空間，實施流量數據偽裝，以提升網絡攻擊靜默運行能力，降低網絡攻擊檢測模型的效果。

反演算法作戰。演算法的本質，是用計算機語言描述解決問題的策略機制。由於這種策略機制的適應範圍有限，在面對千差萬別的現實問題時可能會失效，一個典型例子就是2016年人機圍棋大戰中李世石的「神之一手」。不少職業圍棋選手復盤分析後表示，「神之一手」其實並不成立，但卻對「阿爾法狗」發揮了作用。 「阿爾法狗」開發者席爾瓦對此的解釋是，李世石點中了電腦不為人知的漏洞；還有分析稱，可能是「這一手」與「阿爾法狗」的圍棋邏輯相悖或不在其策略學習範圍內，導致其無法應對。實施反演算法作戰，其基本原理是針對演算法策略機制漏洞和模型架構弱點，進行邏輯攻擊或邏輯欺騙，以降低演算法有效性。反演算法作戰應與具體作戰行動結合，達成針對演算法的「誤導欺騙」。例如，無人機群偵察行動常採用強化學習演算法模型規劃偵察路徑，針對此情況，可透過製造無規則行動或反常行動，致使強化學習演算法模型中的獎勵機制降效或失效，從而達成降低其偵察搜尋效率的目的。

反算力作戰。算力的強弱代表著將資料處理轉換為資訊優勢和決策優勢的速度。不同於反數據作戰和反演算法作戰以軟對抗為主，反算力作戰的對抗方式是軟硬結合的。硬摧毀主要指對敵算力中心、計算網絡設施等實施的打擊，通過斷其算力的方式使其人工智能模型難以發揮作用；軟對抗著眼加大敵算力成本，主要以製造戰爭“迷霧”和數據噪聲為主。例如，作戰時大批量產生影像、音訊、影片、電磁等多類型的無意義數據，對敵算力資源進行牽制消耗，降低其算力的有效作用率。此外，也可對算力的支撐環境和配套建設等防備薄弱環節實施攻擊，算力中心電能消耗巨大，對其電力支援系統進行攻擊和摧毀，也可達到反算力作戰的效果。

前瞻佈局反人工智慧作戰能力建構

凡戰者，以正合，以奇勝。面對智慧化戰爭，持續推進提升智慧化作戰能力的同時，也需強化對反人工智慧作戰的未雨綢繆，前瞻佈局反人工智慧作戰相關理論創新、配套技術發展和裝備平台建設，確保建立攻防兼備、防反一體的智慧化作戰體系。

加強反人工智慧作戰理論創新。科學的軍事理論就是戰鬥力，軍事戰略創新也好，軍事科技創新也好，其他方面軍事創新也好，都離不開理論指導。要堅持解放思想、開闊視野，強化辯證思維，以反人工智慧作戰理論創新為補充和突破，建構支撐和服務打贏制勝的智慧化作戰理論體系。要堅持你打你的、我打我的，強化非對稱思想，通過對反人工智慧作戰概念、策略戰法等問題的深化研究，為奪取戰場制智權提供科學理論支撐，切實發揮軍事理論的先導作用。要堅持理技融合，增強科技認知力、創新力、運用力，打通反人工智慧作戰理論與技術之間的閉環迴路，讓兩者互相補充、互為支撐，實現理論與技術的深度融合和良性互動。

注重反人工智慧軍事技術累積。科學技術是產生和提高戰鬥力的重要基礎，有些技術一旦取得突破，影響將是顛覆性的，甚至可能從根本上改變傳統的戰爭攻防格局。當前，世界各主要國家將人工智慧視為顛覆性技術，並將發展軍事智慧化上升為國家戰略。與此同時，也有國家積極進行反人工智慧作戰相關技術研究，探索人工智慧對抗方法，意圖降低對手軍事智慧系統效能。為此，既要探索跟進，加強對前沿技術的跟踪研究，積極發現、推動、催生智能對抗這類具有反顛覆作用的技術發展，在反人工智能作戰起步階段就搶佔技術先機，防敵技術突襲；還要精挑細選，注重保持足夠科學理性和準確判斷，破除技術“迷霧”，避免陷入對手技術陷阱。

研發反人工智慧作戰武器裝備。設計武器裝備就是設計未來戰爭，未來打什麼仗就發展什麼武器裝備。反人工智慧作戰是智慧化戰爭的重要組成部分，反人工智慧武器裝備也將在未來戰場上發揮重要作用。在研發反人工智慧作戰武器裝備時，首先要緊貼戰場需求。緊密結合作戰對手、作戰任務和作戰環境等，加強反人工智慧作戰研究，把反人工智慧作戰場景描述準確，確保反人工智慧作戰武器裝備需求論證科學、準確、合理。其次要樹立成本思維。最新局部戰爭實踐表明，作戰成本控制是影響未來戰爭勝負的重要因素。反人工智慧作戰重在對敵軍事智慧系統的干擾與迷惑，加大誘耗型武器平台研發是一種有效的降本增效方法。通過低成本模擬示假目標欺騙敵智能偵察系統，可將「破智」效應延伸放大，力爭消耗其精確制導導彈等高價值打擊武器。最後要注重邊建邊用邊升級。智慧技術發展速度快、更新迭代快，要緊密追蹤對手前沿軍事智慧技術應用，摸準其智慧模型演算法架構，不斷推動最新反人工智慧技術在武器平台中的運用升級，確保其戰場運用的高效能。

中國原創軍事資源：http://www.81.cn/ll_208543/16387159888.html

#Artificial #Intelligence, #Information Support Force, #intelligent warfare, #intellligentization, Information Support Force, Intelligent Warfare, 認知域戰, 認知戰

China’s Military Will Actively Respond to Challenges of Intelligent Warfare

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中國軍隊將積極應對智慧化戰爭挑戰

現代英語：

In recent years, the wave of intelligence has surged and has been widely used in the military field. Major countries in the world attach great importance to the construction and application of military intelligence. Various unmanned combat platforms and intelligent weapons and equipment continue to appear and are equipped in the army for actual combat. In the face of the accelerated evolution of the intelligent form of war, only by seizing development opportunities, actively responding to challenges, accelerating the development of military intelligence, and accelerating the forging of intelligent combat capabilities can we seize the strategic initiative of intelligent warfare and win the future intelligent war.

Focusing on the creation of intelligent theory of war design

Military theory originates from combat practice and is used to guide combat practice. In the past, due to various restrictions, military theory research was mostly “looking back”, that is, summarizing combat cases to form combat guidance. With the rapid development of modern technology, especially disruptive technologies such as big data and cloud computing, combat theory research has broken away from the traditional follow-up and inductive reasoning mode and entered a new era of experimental warfare and designed warfare. New disruptive technologies in the field of intelligence have opened up new space for innovation in military theory. To this end, we should follow the idea of ​​”proposing concepts-demand analysis-innovative theories” to create the basic theory of intelligent warfare, and conduct in-depth research on the conceptual connotation, essential characteristics, war guidance, combat style, offensive and defensive actions, winning mechanism, characteristics and laws of intelligent warfare; innovate intelligent warfare methods and methods, give full play to the overall effectiveness of the intelligent combat system, strengthen the research on new intelligent combat methods and methods such as human-machine collaborative intelligent warfare, intelligent robot warfare, and intelligent unmanned cluster warfare, as well as the processes and methods of intelligent combat command and intelligent combat support; focus on effectively responding to intelligent combat threats and study strategies to defeat the enemy, such as intelligent blocking warfare and intelligent disruption warfare. These theories are the cornerstone of the intelligent warfare theory system. In the future, the war theory centered on strengthening “intellectual power” and competing for “algorithm-centric warfare” is very likely to replace the war theory centered on “network-centric warfare”.

Focusing on cross-domain interconnection and exploring intelligent forms

Military organization is the link between military technology and combat theory, and is the lever for exerting the overall combat effectiveness of the army. Modern combat emphasizes “elite combat under the support of a large system”, that is, with the support of the joint combat system, “elite front and strong back”, and organizes precise and multi-functional combat modules according to the idea of ​​”integrated design, modular organization, and combined use” to maximize the release of combat energy. The system organization of future intelligent warfare will form small, multi-functional, intelligent new joint combat forces of different types and purposes according to different levels of strategy, campaign, and tactics and different military arms, and emphasize the organization of “global” forces that can perform diversified combat tasks. Through intelligent combat networks, according to the requirements of reconfigurability, scalability and adaptability, single weapon platforms can be seamlessly linked and flexibly organized according to changes in the enemy situation, battlefield environment, etc., and then aggregate to form system advantages and form an integrated offensive and defensive combat module. The new intelligent combat force system is the comprehensive product of the development of artificial intelligence technology, the formation of new quality combat power and the evolution of war forms. It is the “trump card” to seize the initiative in the future all-domain combat space, the key to the construction of an integrated joint combat system, and a new growth point for the army’s combat effectiveness.

Focusing on the integration of man and machine to develop intelligent weapons

With the development of information technology and intelligent technology, whoever can win in the field of artificial intelligence will have the opportunity to take the initiative in future military confrontation. We should focus on the dual needs of intelligent war system operations and intelligent weapons and equipment system construction, do a good job in top-level design and overall coordination, compile a roadmap for the development of intelligent weapons and equipment systems, and develop intelligent unmanned combat equipment systems that match operations and support in a planned, focused, and step-by-step manner, covering land, sea, air, space, electricity, and network space fields, and establish a “human-led, machine-assisted, mixed formation, and joint action” manned-unmanned collaborative system to enhance the system integration of various military services and various intelligent weapons and equipment such as operations and support. Intelligent unmanned combat systems are a new trend in the development of future war equipment. Its core lies in aiming at the requirements of “zero casualties”, “full coverage”, and “fast response” in future wars, making full use of the development results of new theories, new materials, new processes, new energy, and new technologies, and continuously making breakthroughs in human-machine collaboration and autonomous action. We will build a three-level unmanned equipment system of strategy, campaign, and tactics, build a new type of intelligent unmanned division on a large scale, and realize the systematic collaborative operations of unmanned combat systems. At the same time, we should focus on the needs of unmanned and anti-unmanned, intelligent and anti-intelligent combat, and pay attention to the research and development of weapons and equipment systems for anti-enemy intelligent unmanned combat, to ensure that we can effectively engage in intelligent unmanned offensive and defensive confrontation with the enemy.

Focus on the ability to combine innovation and intelligent training

The professional division of modern warfare is becoming more and more detailed, and the entire combat system is becoming more and more complex, which promotes the transformation of combat from labor-intensive to technology-intensive. It requires that combatants must not only have good physical fitness, but also have good technical literacy and intellectual advantages to cope with the needs of different combat tasks, combat environments, and combat opponents. Military intelligence has put forward higher requirements on the quality of people. Correspondingly, intelligent military talents should have the characteristics of talent group, advanced skills, complex knowledge, innovative thinking, and intelligent decision-making. Intelligent warfare will be a war jointly implemented by man and machine, and combat forces with intelligent unmanned combat systems as the main body will play an increasingly important role. Only the effective combination of high-quality personnel and intelligent weapons can maximize the combat effectiveness. It is necessary to adapt to the new characteristics of the intelligent warfare force system, innovate and develop intelligent training concepts, and explore new models for the generation of intelligent warfare combat effectiveness. At present, artificial intelligence technology can create a more “real” weapon operation experience and battlefield environment, and can realistically interpret the combat process, assist decision-making and command, and evaluate combat concepts. To this end, we should adapt to the new characteristics of the intelligent war force system, focus on improving the self-command, self-control, and self-combat capabilities of the intelligent combat system, make full use of the characteristics of the intelligent system that can self-game and self-grow, form a training system, training environment, and training mechanism specifically for the intelligent combat system, strengthen the training of “people” to control the intelligent system, and explore a new training model with “machines” as the main object. In this way, the intelligent combat system can obtain a leap in combat capability through short-term autonomous intensive training to cope with the test of disorder, complexity, and uncertainty in the future combat environment.

Focus on improving the guarantee model with precision and efficiency

In the intelligent battlefield, the realization degree of comprehensive support for joint operations is an important factor that directly affects the generation of combat effectiveness of troops. The development of intelligent technology will inevitably trigger revolutionary changes in the construction of the joint combat support system and realize intelligent comprehensive support. Comprehensive support is the foundation of combat effectiveness and a bridge for transforming the country’s economic strength into the combat capability of troops. With the continuous maturity of Internet of Things technology, intelligent warfare places more emphasis on integrated support, precise support, and distribution support, that is, delivering to the required location at the required time according to the required quantity. Relying on the integrated support system, the dispersed support forces and resources will be organized according to functional modules such as supply, materials, maintenance, ammunition and management, so that they cover all areas of combat service support work. Relying on visualization technology, the current status of combat supply will be tracked and mastered throughout the process, and information control, reception and distribution of personnel and material flows will be carried out according to the real-time development of the battle situation, so as to achieve point-to-point direct support. By using technologies such as the Internet of Things, drones, smart cars, remote surgery, and 3D printing, we will upgrade and create an intelligent after-sales support system covering smart warehousing, smart delivery, smart maintenance, and smart medical care. This will enable automatic, rapid, and accurate replenishment of battlefield after-sales materials, rapid diagnosis and repair of equipment failures, and timely rescue of battlefield personnel. We will transform passive support into active service, and improve the overall efficiency and benefits of after-sales support.

Focusing on military and civilian dual-use to deepen intelligent integration

Breakthroughs in the core key technologies of artificial intelligence are the “national heavy weapons” to deal with the threats and challenges of intelligent warfare. The rapid development of intelligent technology has become an accelerator of military intelligence. In the information age, the boundaries between military and civilian technologies are becoming increasingly blurred, and their convertibility is becoming stronger and stronger. Actively establish a military-civilian collaborative innovation mechanism, continuously strengthen the driving force for the innovation and development of intelligent core technologies, build an open industry-university-research collaborative innovation system for the whole society, make forward-looking arrangements and support investments in core cutting-edge technologies such as artificial intelligence, give full play to the innovative power of the entire society, and promote the rapid and sustainable development of military intelligence. Accelerate the advancement of technological breakthroughs in key areas. We must focus on relevant key technology areas and break the technical bottlenecks that restrict the development of military intelligence. Strengthen research in the basic support areas of military intelligence, such as military big data and military Internet of Things; based on combat needs, strengthen research on intelligent application technologies in various combat elements, especially research on intelligent command decision-making, intelligent weapon platforms, intelligent battlefield perception, and intelligent confrontation technologies. The research and development of core key technologies of military intelligence should not only carry out cross-disciplinary and cross-domain collaborative innovation, but also make social intelligence and military intelligence development dock and track, learn from mature technologies and successful experiences in the development of social intelligence, and promote the rapid embedding of various artificial intelligence technologies into combat elements and combat processes. To accelerate the development of military intelligence, we should speed up the exploration of the training rules of relevant talents, make full use of military and local educational resources, increase the training of relevant talents, and provide solid intellectual support and talent guarantee for promoting the construction of military intelligence.

現代國語：

尹峻松 李明海 李始江　　高　　凱

中國軍網 國防部網 2020年2月6日 星期四

近年來，智慧化浪潮洶湧而來，並在軍事領域廣泛應用。世界主要國家高度重視軍事智慧化建設和應用，各種無人作戰平台和智慧化武器裝備不斷出現，並列裝部隊投入實戰。面對戰爭形態智能化加速演變，只有把握發展機遇，積極應對挑戰，加速軍事智能化發展，加速鍛造智能化作戰能力，才能奪取智能化戰爭戰略主動，從而打贏未來智能化戰爭。

著眼設計戰爭創建智慧化理論

軍事理論源自於作戰實踐，並用於指導作戰實踐。過去受各種條件的限制，軍事理論研究多是“向後看”，即總結戰例形成作戰指導。隨著現代技術，尤其是大數據、雲端運算等顛覆性技術的快速發展，使作戰理論研究擺脫了傳統的跟進式、歸納推理式的模式，走入了實驗戰爭、設計戰爭的新時代。智慧領域新的顛覆性技術，為軍事理論創新開啟了新的空間。為此，我們應依照「提出概念—需求分析—創新理論」的思路，創造智慧化戰爭基礎理論，深入研究智慧化戰爭的概念內涵、本質特徵、戰爭指導、作戰樣式、攻防行動、制勝機理、特徵規律等內容；創新智慧化作戰方式，充分發揮智慧化作戰方式體系整體效能，加強人機協同智慧作戰、智慧化機器人作戰、智慧無人集群作戰等新的智慧化作戰方式方法研究，以及智慧化作戰指揮、智慧化作戰保障的流程和方式方法等；著眼有效應對智慧化作戰威脅，研究克敵制勝之策，如智慧阻斷戰、智慧擾亂戰等。這些理論是智慧化戰爭理論體系的基石。未來以強化「制智權」爭奪「演算法中心戰」為核心的戰爭理論，極有可能取代以「網路中心戰」為核心的戰爭理論。

著眼於跨域互聯探索智慧化形態

軍隊組織是連結軍事技術和作戰理論的紐帶，是發揮軍隊整體作戰效能的槓桿。現代作戰更強調“大體系支撐下的精兵作戰”，即以聯合作戰體系為支撐，“精前台、強後台”，按照“一體化設計、模組化編組、組合式運用”的思路，編組精確多能的作戰模組，使得作戰能量得到最大限度釋放。未來智慧化戰爭的體制編制將按戰略、戰役、戰術不同層次和不同軍兵種，組成不同類型、不同用途的小型多能智能化新型聯合作戰部隊，更加強調編組能夠執行多樣化作戰任務的「全局化」部隊，透過智慧化的作戰網絡，依照可重構性、可擴充性和自適應要求，能夠依據敵情、戰場環境等態勢變化，將單一武器平台進行無縫連結、靈活編組，進而聚合形成體系優勢，形成攻防一體的作戰模組。智慧化新型作戰力量體係是人工智慧技術發展、新質戰鬥力形成與戰爭形態演變的綜合產物，是奪取未來全局作戰空間主動權的“殺手鐧”，是構成一體化聯合作戰體系的關鍵，是軍隊戰鬥力新的增長點。

著眼於人機融合發展智慧化武器

隨著資訊科技、智慧科技的發展，誰能在人工智慧領域中取勝，誰就有望擁有未來軍事對抗的主動權。應著眼於智慧化戰爭體係作戰和智慧化武器裝備體系建設的雙重需要，搞好頂層設計和整體統籌，編制智能化武器裝備體系發展路線圖，按計劃、有重點、分步驟地研製高中低端、大中小型、遠中近程，覆蓋陸、海、空、天、電和網路等太空領域，作戰與保障相配套的智慧化無人作戰裝備體系，建立「人為主導、機器協助、混合編組、聯合行動」的有人-無人協作體系，增強各軍兵種和作戰、保障等各種智能化武器裝備的體系融合度。智慧化無人作戰系統是未來戰爭裝備發展新趨勢。其核心在於瞄準未來戰爭「零傷亡」「全覆蓋」「快響應」等要求，充分運用新理論、新材料、新工藝、新能源、新技術發展成果，在人機協同和自主行動兩個方面不斷取得突破，構建戰略、戰役、戰術三級無人裝備體系，規模化打造新型智能無人之師，實現無人作戰系統的體系化協同作戰。同時，應著眼無人與反無人、智能與反智能作戰需要，注重研發反敵智能化無人作戰的武器裝備系統，確保能夠有效地與敵進行智能化無人攻防對抗。

著眼能力複合創新智能化訓練

現代戰爭專業分工越來越細、整個作戰體系越來越複雜，推動作戰由人力密集型向技術密集型轉變，要求參戰人員不僅要具備良好的身體素質，更要具備良好的技術素養和智力優勢，以應對不同作戰任務、作戰環境、作戰對手的需要。軍事智慧化對人的素質提出了更高要求，相應地智能化軍事人才應具有人才群體性、技能精尖性、知識複合性、思維創新性、決策智能性等特徵。智慧化戰爭將是人機結合共同實施的戰爭，以智慧化無人作戰系統為主體的作戰力量將發揮越來越重要的作用。高素質人員和智慧化武器的有效結合，才能最大程度地發揮作戰效能。必須適應智慧化戰爭力量體系新特點，創新發展智慧化訓練概念，探索智慧化戰爭戰鬥力生成新模式。目前，人工智慧技術能夠創造出更「真實」的武器操作體驗與戰場環境，能夠逼真演繹作戰進程、輔助決策指揮、評估作戰構想。為此，適應智慧化戰爭力量體系構成新特點，聚焦於智慧化作戰系統自我指揮、自我控制、自我作戰能力的提升，充分利用智慧化系統能夠自我博弈、自我成長的特點，形成專門針對智慧化作戰系統訓練體系、訓練環境和訓練機制，強化「人」駕馭智慧系統訓練，探索以「機」為主體對象的新型訓練模式。從而使智慧化作戰系統經過短期的自主強化訓練即可獲得作戰能力的躍升，以應對未來作戰環境無序性、複雜性、不確定性的考驗。

著眼精準高效能改善保障模式

智慧化戰場，聯合作戰綜合保障實現度是直接影響部隊戰鬥力生成的重要因素。智慧化技術的發展必將觸發聯合作戰保障體系建設的革命性變化，實現智慧化綜合保障。綜合保障是戰鬥力的基礎，是把國家經濟實力轉化為部隊作戰能力的橋樑。隨著物聯網技術的不斷成熟，智慧化戰爭更強調一體保障、精確保障、配送保障，也就是依照所需的量在需要的時間投放到需要的地點。依託一體化保障體系，將分散部署的保障力量和資源，按照補給、物資、維修、彈藥和管理等職能模組編組，使其涵蓋戰鬥勤務保障工作的各個領域，依托可視化技術，全程跟踪作戰供應現狀，根據戰況實時發展對人員流、物資流進行信息控制、接收和分發，實現點對點的直達保障。透過運用物聯網、無人機、智慧車、遠距手術、3D列印等技術，升級打造涵蓋智慧倉儲、智慧投送、智慧維修、智慧醫療等智慧後裝保障體系，實現戰場後裝物資自動快速精準補給、設備故障快速診斷與維修、戰場人員及時救護，變被動式為主動服務，提升後負配備保障整體效率和效益。

著眼軍民兼用深化智能化融合

人工智慧核心關鍵技術的突破，是應對智慧化戰爭威脅和挑戰的「國之重器」。智慧科技的快速發展，已成為軍事智慧化的加速器。資訊時代軍用技術和民用技術的界線越來越模糊，可轉換性越來越強。積極建立軍民協同創新機制，不斷強化智慧化核心技術創新發展原動力，建構全社會開放的產學研協同創新體系，對人工智慧等核心前沿技術前瞻佈局、扶持投資，充分發揮整個社會的創新力量，促進軍事智慧化快速永續發展。加快推進重點領域技術突破。要聚焦相關重點技術領域，打破限制軍事智慧化發展的技術瓶頸。加強軍事智慧化基礎支撐領域的研究，例如，軍用大數據、軍用物聯網等；從作戰需求出發，加強各個作戰要素方面的智慧化應用技術研究，尤其是智慧化指揮決策、智慧化武器平台、智慧化戰場感知、智慧化對抗技術等方面的研究。軍事智慧化核心關鍵技術的研發，不僅要進行跨領域、跨領域協作創新，還要使社會智慧化與軍事智慧化發展對接並軌，借鏡社會智慧發展的成熟技術與成功經驗，推動各類人工智慧技術快速嵌入作戰要素、作戰流程。加速軍事智慧化發展，應抓緊探索相關人才的培養規律，充分利用軍地教育資源，加大相關人才培養力度，為推進軍事智慧化建設提供堅實的智力支持與人才保障。

中國原創軍事資源：http://www.81.cn/jfjbmap/content/2020-02/06/content_25335288.htm

#Information Support Force, Asymmetric Warfare, China's Informatization - 中國信息化, China's Military Organization - Intelligence, Chinese Artificial Intelligence, Chinese Military Characteristics & Development Trends of Cognitive Domain Operations and Warfare, Chinese Military Cognitive Domain Operations, Chinese military cognitive warfare, Chinese Military Future Wars, Chinese Military Informatization, Chinese Military Use of Cognitive Confrontation within the Combat Domain, Chinese Military Views - 中國軍事觀, Cognitive Confrontation, Cognitive Domain Warfare, Combat Planning, Command information Systems, Dissipative Warfare, Intelligent Warfare, Mosaic Warfare, Multi-Domain Operations, National Defense and Military Modernization, 中國解放軍敘事戰爭, 認知戰

Comprehensively Promote Modernization of Chinese Military’s Organizational Form｜How Chinese Military Services Implement Building Construction for War

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全面推進軍隊組織形態現代化｜中國軍隊如何實施戰爭建設

現代英語：

A brief analysis of how the military implements the principle of “building for war”

■ Wang Xueping, Xu Yan, Zhu Xiaomeng

Introduction

To implement the general principle of “the Military Commission is in charge of the overall situation, the theater is responsible for war, and the military is responsible for construction”, the military forces need to accurately grasp the interactive rules of war and construction, strengthen the connection with the theater, form a work pattern with clear rights and responsibilities, positive interaction, smooth and efficient, and focus the main tasks, main responsibilities, and main energy on building and managing the troops. Always adhere to the principle of leading construction with war, building for war, managing for war, and promoting war with construction, comprehensively improve the practical level of military training, and provide high-quality combat forces for the theater.

Get the coordinates of building for war

The coordinates are the epochal orientation of building for war. Only when the orientation is clear can construction be accelerated on track. Entering the new era, the firepower intensity, maneuvering speed, striking accuracy and intelligence of weapons and equipment have greatly increased, the battlefield space has been continuously expanded, the coupling of combat actions has become closer, and the battlefield situation has changed more rapidly. Wars have gradually shown the characteristics of platform combat, system support, tactical actions, and strategic support. In particular, the use of intelligent, stealth, and unmanned combat, as well as aerospace forces, new concept weapons, and high-efficiency destructive ammunition have fundamentally changed the concept of war time and space. The war form has accelerated the evolution from mechanized informationization to informationized intelligence, and intelligent warfare has begun to emerge. The military should focus on building the combat power of informationized warfare with intelligent characteristics, rather than the combat power of mechanized warfare. When the armed forces are building for war, they must focus on information warfare with intelligent characteristics, turn their attention to intelligent military reform, fully imagine the future war form, scale, intensity, spatial region, etc., and use the concept beyond the times to lead the vision of construction forward again and again; they must deeply study the winning mechanism, scientifically judge, and build the troops needed to win the future war, so as to be targeted.

Find the target of building for war

The target is not only a beacon of construction and development, but also a scale to test combat effectiveness. Only by setting the correct target can the armed forces be targeted when building for war, and lead the innovative development of weapons and equipment, system organization and combat theory without deformation or distortion. When the armed forces are building for war, they are not fighting ordinary opponents, but strong enemies in the world military game. This requires the military to build for war, and must lock on to strong enemies, insist on focusing all their attention on defeating strong enemies, and exert their efforts in all work to defeat strong enemies. Closely aiming at world-class standards, the focus should be on firmly grasping the characteristics of future combat systems and system confrontations, exploring standardized and modular construction issues, and forming an integrated and coordinated system combat capability; centering on the requirements of all-domain combat, focusing on tackling practical issues such as rapid response, long-range delivery, and integrated support, and strengthening rapid and mobile cross-domain action capabilities. Grasp the key of balancing powerful enemies, strengthen targeted research on powerful enemies, insist on focusing on what the enemy fears, develop what can balance powerful enemies, and prepare more, strive to have a chance of winning in war, have bargaining chips, and have confidence, focus on solving bottlenecks such as the construction of new military forces, the use of high-tech equipment, and information intelligence integration, and build a world-class military in an all-round way.

Innovation and construction as the forerunner of war

Theory is the forerunner of practice, and scientific military theory is combat effectiveness. Whoever can grasp the development pulse of future wars and possess superb war design capabilities can win the initiative in war and even the final victory. The military should not build for war, but should place war research and construction in a strategic position, carry out forward-looking, targeted, and reserve-oriented innovative research, propose new concepts, seek new breakthroughs, and form innovative theories that are contemporary, leading, and unique. The military should build for war, and must focus on the current practice and future development of war, clarify the vertical evolution axis, focus on shaping the future battlefield, changing the future combat rules, and promote the reshaping of concepts and the reconstruction of systems as soon as possible; focus on cutting-edge technology fields and future intelligent war design, and make efforts to achieve major breakthroughs in new technologies and new forms of war; focus on the continuous development of new concepts such as combat thinking, action patterns, and capability requirements, and form forward-looking thinking on future combat actions. At the same time, the new theories and concepts should be systematized and concretized, and become a “roadmap” for planning and designing force system construction, weapons and equipment development, military training transformation, and combat talent training. It is necessary to form a closed loop from practice to theory and then from theory to practice, so that military theoretical research can draw rich nutrients from practice, and advanced and mature theoretical results can enter the military decision-making and practice links to achieve a benign interaction between theory and practice.

Build a hard core for war

Science and technology are the most revolutionary force. Scientific and technological innovation has always been a race with time and speed. If you don’t work hard to innovate, you will fall behind and be beaten. If you innovate slowly, you will also fall behind and be beaten. Today, scientific and technological innovation has become the core strategy for many countries and militaries to seek advantages. The armed forces must pay close attention to the leading role of science and technology in building for war, integrate the most cutting-edge and even imagined future science and technology into the overall planning of construction, guide the basic direction of construction and development, and actively explore the path of scientific and technological innovation to fight a future war with future enemies with our future army; we must implement the strategy of strengthening the military with science and technology, demand combat effectiveness from scientific and technological innovation, vigorously cultivate new scientific and technological growth points, and focus on improving the contribution rate of scientific and technological innovation to the development of the military’s combat effectiveness; we must face the world’s scientific and technological frontiers, the main battlefields of the future, and the major needs of combat, accelerate the pace of innovation, and launch one project after planning and justifying it, especially to let disruptive technologies run ahead, strive to run at an accelerated pace, and win new advantages. Obviously, talent is the key to building a hard core of “grasping construction for war”. Talent is the most difficult preparation. Whoever has more high-quality new military talents can gain or gain more opportunities to win on the future battlefield. We must accurately grasp the characteristics and laws of modern warfare and the requirements of military transformation and construction, and cultivate what talents are needed for war and give priority to what talents are most in short supply, so that the supply side of talent training can be accurately matched with the needs of the future battlefield.

Lay a solid foundation for grasping construction for war

Fight hard and train hard. The root of “war” lies in “construction”, and the foundation of “construction” lies in “training”. Military training, as a regular and central task of the troops, is not only the basic way to generate and improve combat effectiveness, but also the most direct preparation for military struggle. In the new era, the war situation is accelerating towards informationization and intelligence, the military’s missions and tasks are constantly expanding, the level of informationization and intelligence of weapons and equipment is gradually improving, and the training support conditions are gradually improving. It is urgent for the military forces to consider the interaction of multiple fields such as the war situation, combat methods, weapons and equipment, and personnel quality, and analyze the impact of many factors such as known and unknown, possible and impossible, and possible and impossible, so as to comprehensively upgrade their actual combat capabilities. To build for war, we must focus on training troops against strong enemies, practice reconnaissance, coordination, equipment, and support around the development of the real enemy situation, practice real force deployment, practice fast battlefield construction, practice real equipment data, and practice strong support; we must aim at the latest enemy situation in multiple fields such as land, sea, air, space, and cyberspace, and carry out real, difficult, rigorous, and practical full-element training in scenario re-enactment, “fight” with strong enemies, and let the troops gain real skills and strengthen their strength in real confrontation; we must pursue extreme training, constantly challenge the limits of people and equipment, so that the physiological and psychological limits of officers and soldiers, the performance limits of equipment, and the combat effectiveness limits of the combination of people and weapons can be fully unleashed. Only by using “extremely difficult and extremely difficult” training to present all shortcomings and weaknesses and overcome them can we cope with the most brutal battlefield. Some tactics and strategies trained beyond the limit are often the key move and fatal blow to defeat the enemy in actual combat.

Do a good job in coupling construction for war

The fundamental purpose of war and construction is to be able to fight and win. It is necessary to accelerate the realization of functional coupling under the new system and work together to accelerate the generation of combat power. Building an army that adapts to future combat needs is, in the final analysis, to build a force that can complete future combat tasks and has corresponding combat capabilities. Combat requirements are the concrete manifestation of such mission requirements and capabilities. Building for war should be based on the needs of fulfilling missions and tasks, and should be designed in advance according to future combat military needs. Military construction should be guided by military needs, and combat needs should be continuously refined and dynamically adjusted to promote the coupling of war and construction. By strengthening the argumentation and research of future combat requirements and doing a good job in top-level planning, we can grasp the direction and focus of military construction in general, consider the comprehensive development of military weapons and equipment and personnel quality from a strategic height and long-term development, clarify the focus, adhere to the principle of doing what we should do and not doing what we should not do, concentrate on developing strategic and key projects, give priority to emergency operations, correctly handle the primary and secondary, urgent and slow, light and heavy aspects of military construction, firmly grasp the main and key ones, and promote coordinated and complementary military construction, scientific and reasonable, standardized and orderly, and sustainable development. Scientific combat effectiveness assessment can not only scientifically and specifically understand the composition and strength of one’s own combat effectiveness, but also help to take targeted measures to promote the coupling of building for war, timely discover and correct deficiencies in construction, truly realize the scientific development of military construction, intensive and efficient, and promote the advancement of combat effectiveness construction.

Strictly grasp the test of building for war

Whether a unit is well built and whether it has the ability to win a battle, it must ultimately be tested through military practice. After a comprehensive test of military practice, it is inevitable that the problems in the construction of the unit will be exposed, thereby promoting the army to make corresponding adjustments in the content, focus, and direction of construction. Through repeated tests of military practice, new requirements and new goals are constantly put forward for the construction of the troops, thus leading the construction of the troops to a higher stage. Make good use of network simulated confrontation tests. The informatization and intelligence of network simulated confrontation make the cognition, decision-making, feedback, correction, and action of simulated confrontation more close to actual combat, and revolutionize the process of military activities, thereby producing positive effects on weapons and equipment, command and control, force organization and other fields, thereby promoting the continuous leap of the combat effectiveness of the troops, and even giving birth to new war styles and changing the mechanism of winning wars. Make good use of on-site live-fire exercises. As a pre-practice for future wars, live-fire exercises can not only effectively test the actual combat capabilities of the troops, but more importantly, they can discover some weak links in the construction of the troops, optimize and improve them in a targeted manner, and obtain the maximum combat effectiveness return. Make good use of the test of war practice. The leading role of war practice in the construction of the troops is irreplaceable. Strict war practice can truly test which aspects of the construction of the troops are suitable and which are not suitable for future wars, and then correct the deviations and mistakes in many aspects such as construction guidance, construction priorities, and construction methods, so as to prepare for winning the next war.

現代國語：

淺析軍種如何落實抓建為戰

■王雪平　 許炎 朱小萌

引言

貫徹「軍委管總、戰區主戰、軍種主建」總原則，軍種部隊需要準確把握戰與建互動規律，加強同戰區對接，形成權責清晰、正向互動、順暢高效的工作格局，把主要任務、主要職責、主要精力放在建設、管理部隊上，始終堅持以戰領建、抓建為戰、抓管為戰、以建促戰，全面提高軍事訓練實戰化水平，為戰區提供優質作戰力量。

把準抓建為戰的坐標

坐標是抓建為戰的時代方位，只有方位明晰，建設才能依軌加速。進入新時代，武器裝備的火力強度、機動速度、打擊精度、智慧化程度大幅躍升，戰場空間不斷拓展，作戰行動耦合更加緊密，戰場態勢變換更加迅速，戰爭逐漸呈現出平台作戰、體系支撐，戰術行動、戰略保障等特點，特別是智能化、隱身化、無人化作戰以及空天力量、新概念武器、高效毀傷彈藥的運用，從根本上改變了戰爭時空概念，戰爭形態加速由機械化信息化向資訊化智能化演變，智能化戰爭初見端倪。軍種主建，建的應是具有智慧化特徵的資訊化戰爭的戰鬥力，而不是機械化戰爭的戰鬥力。軍種抓建為戰，必須聚焦具有智慧化特徵的資訊化戰爭，把目光投向智能化軍事變革，充分設想未來戰爭形態、規模、強度、空間地域等，用超越時代的理念，引領建設視野向前再向前；必須深研製勝機理，科學研判，打贏未來戰爭需要什麼部隊就建設什麼部隊，做到有的放矢。

找準抓建為戰的靶標

靶標既是建設發展的燈塔，也是檢驗戰鬥力的天秤。只有樹立正確靶標，軍種抓建為戰才能有的放矢，不變形、不走樣地牽引武器裝備、體制編制和作戰理論創新發展。軍種抓建為戰，戰的不是一般對手，而是世界軍事賽場上的強敵。這就要求軍種抓建為戰，必然要鎖定強敵，堅持全部心思向打敗強敵聚焦、各項工作向戰勝強敵用勁。緊緊瞄準世界一流標準，重點要牢牢把握未來作戰體係與體系對抗的特徵，探索標準化、模塊化建設問題，形成一體聯動的體係作戰能力；圍繞全局作戰要求，聚力攻關快速反應、遠程投送、融合保障等現實課題，建強快速機動跨域行動能力。抓住制衡強敵這個關鍵，加強對強敵的針對性研究，堅持敵人怕什麼就重點建什麼，發展什麼能製衡強敵就多備幾手，力求做到戰有勝算、談有籌碼、懾有底氣，著力解決軍種新型力量建設、高新裝備運用、資訊智慧整合等瓶頸問題，全面建成世界一流軍隊。

創新抓建為戰的先導

理論是實踐的先導​​，科學的軍事理論就是戰鬥力。誰能把準未來戰爭的發展脈搏、擁有高超的戰爭設計能力，誰就能贏得戰爭的主動權甚至最後的勝利。軍種抓建為戰，不能走到哪算哪，要把研戰謀建擺在戰略位置，開展前瞻性、針對性、儲備性創新研究，提出新概念、尋找新突破，形成具有時代性、引領性、獨特性的創新理論。軍種抓建為戰，必須著眼於戰爭當前實踐和未來發展，理清縱向演進軸線，把重點放在塑造未來戰場、改變未來作戰規則研究上，盡快推動觀念重塑、體系重構；放在聚焦前沿技術領域、未來智慧化戰爭設計上，下氣力在戰爭新技術、新形態方面實現重大突破；放在持續推進作戰思想、行動樣式、能力需求等新概念的開發上，形成對未來作戰行動的前瞻性性思考。同時把新理論新概念體系化、具體化，成為規劃設計力量體系建構、武器裝備發展、軍事訓練轉變、作戰人才培養的「路線圖」。要形成從實踐到理論、再從理論到實踐的閉環迴路，讓軍事理論研究從實踐中汲取豐厚養分，讓先進成熟的理論成果進入軍事決策和實踐環節，實現理論和實踐良性互動。

打造抓建為戰的硬核

科技是最具革命性的力量。科技創新歷來是與時間與速度的賽跑。不努力創新就會落後挨打，創新速度慢了也同樣會落後挨打。今天，科技創新已成為許多國家和軍隊謀求優勢的核心戰略。軍種抓建為戰，必須高度關注科技引領作用的發揮，通過把當前最前沿甚至是設想中的未來科學技術融入建設整體規劃之中，引領建設發展的基本方向，積極探索用未來的我軍與未來的敵人打一場未來戰爭的科技創新路徑；必須落實科技強軍戰略，向科技創新要戰鬥力，大力培育新的科技增長點，著力提高科技創新對軍種戰鬥力發展的貢獻率；必鬚麵向世界科技前沿、面向未來主要戰場、面向作戰重大需求，加快創新速度，規劃論證好一項就要上馬一項，特別是要讓顛覆性技術跑在前面，力爭跑出加速度，贏得新優勢。顯然，打造抓建為戰的硬核，人才是關鍵。人才是最艱難的準備，誰擁有更多高素質新型軍事人才，誰就能在未來戰場上早獲得或多獲得一些致勝先機。要準確把握現代戰爭特點規律和軍種轉型建設要求，做到打仗需要什麼人才就培養什麼人才、什麼人才最緊缺就優先鍛造什麼人才，使人才培養供給側同未來戰場需求側精準對接。

夯實抓建為戰的根基

打仗硬碰硬，訓練實打實。 「戰」的根本在於「建」，「建」的基礎在於「練」。軍事訓練作為部隊的經常性中心工作，既是產生和提高戰鬥力的基本途徑，也是最直接的軍事鬥爭準備。新時代，戰爭形態加速向資訊化智能化發展，軍隊使命任務不斷拓展，武器裝備資訊化智能化水平逐步提高，訓練保障條件逐步改善，迫切需要軍種部隊從考慮戰爭形態、作戰方法、武器裝備、人員素質等多個領域的互動，到分析已知與未知、可能與不可能、可為與不可為等諸多因素的影響，全面升級實戰能力。抓建為戰，必須聚焦強敵練兵，圍繞真實敵情的進展，練偵察、練協同、練裝備、練保障，練實力量布勢、練快戰場建設、練真裝備數據、練強保障支撐；必須瞄準陸海空及太空、網絡空間等多領域最新敵情，在情景重現中開展真、難、嚴、實的全要素訓練，與強敵“過招”，讓部隊在真刀真槍對抗中礪實功、強實力；必須追求極限訓練，不斷向人和裝備極限沖擊，使官兵的生理心理極限、裝備的性能極限、人與武器結合的戰鬥力極限全面迸發。唯有用「逼到絕境、難到極致」的訓練呈現所有短板弱項，並加以克服，才能應對最殘酷的戰場。一些超越極限訓出的戰術戰法，往往是實戰中勝敵的關鍵一招、致命一擊。

搞好抓建為戰的耦合

戰與建，根本目的都是為了能打仗、打勝仗，必須在新體制下加速實現功能耦合，為加速戰鬥力生成共同發力。建設適應未來作戰需求的軍隊，說到底是建設能完成未來作戰任務、具備相應作戰能力的部隊，作戰需求就是這種任務需求和能力的具體體現。抓建為戰應根據履行使命任務需要，針對未來作戰軍事需求超前設計，以軍事需求牽引軍隊各項建設，不斷細化和動態化調整作戰需求促進戰建耦合。透過加強未來作戰需求論證研究搞好頂層規劃，從總體上把握軍隊建設的方向和重點，從戰略高度和長遠發展考慮軍隊武器裝備、人員素質的全面發展，明確重點，堅持有所為有所不為，集中力量發展戰略性、關鍵性項目，優先保障應急作戰，正確處理軍隊建設的主與次、急與緩、輕與重，緊緊抓住主要的、關鍵的，推動軍隊建設協調配套，科學合理，規範有序，持續發展。科學的戰鬥力評估不僅能夠科學具體地認識己方戰鬥力的組成及其強弱，還有利於採取針對性措施促進抓建為戰的耦合，及時發現並糾正建設中的不足，真正實現軍隊建設的科學發展、集約高效，促進戰鬥力建設上台階。

嚴格抓建為戰的檢驗

一支部隊建設得好不好，是不是已經具備打勝仗的能力，最終還是要通過軍事實踐來檢驗。經過軍事實踐的全面檢驗，必然揭露部隊建設上存在的問題，從而推動軍隊在建設內容、重點、方向上做出相應的調整。通過這樣一次次軍事實踐的反復檢驗，不斷地給部隊建設提出新要求新目標，由此引領部隊建設向著更高的階段發展。用好網絡模擬對抗檢驗。網絡模擬對抗資訊化智慧化，使得模擬對抗的認知、決策、回饋、修正、行動等更趨於實戰，革命性地改造軍事活動流程，進而對武器裝備、指揮控制、力量編組等多個領域產生積極作用，由此促進部隊戰鬥力不斷躍升，甚至催生新的戰爭樣式、改變戰爭制勝機理。用好現地實兵演習檢驗。作為未來戰爭的預實踐，實兵演習不僅能有效檢驗部隊的實戰能力，更為重要的，是能發現部隊建設中存在的一些薄弱環節，有針對性地加以優化改進，獲得最大限度的戰鬥力回報。用好戰爭實踐檢驗。戰爭實踐對部隊建設的引領作用不可取代。嚴酷的戰爭實踐，可以真正檢驗部隊建設哪些適合、哪些不適合未來戰爭，進而修正在建設指導、建設重點、建設方法等諸多方面的偏差和失誤，為打贏下一場戰爭做好準備。

中國原創軍事資源：https://www.81.cn/ll_208543/9904888.html

China's Informatization - 中國信息化, Chinese Military Future Wars, Chinese Military Informatization, 智慧戰爭

Chinese Military Views of Intelligent Warfare from a Multidimensional Perspective

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多維視角下的中國軍隊智慧戰爭觀

現代英文音譯：

Intelligent warfare is an advanced stage in the development of human warfare. The increasing maturity of artificial intelligence technology is driving human society from an information society to an intelligent society, and intelligent warfare has emerged. In comparison, mechanized warfare enhances the functions of “hands and feet” based on mass-energy exchange, information warfare enhances the functions of “ears and eyes” based on electromagnetic induction, and intelligent warfare extends and develops the functions of “brain” based on brain-computer interaction, which will also be presented to the world in a brand new style.

Intelligent warfare involves both military affairs and mixed games in the fields of economy, diplomacy, public opinion, culture, etc. In the military field, intelligent warfare has gradually overturned the traditional form, presenting the characteristics of algorithmic combat command, unmanned combat forces, and diversified combat styles with the core of seizing “intelligence control”. However, at the war level, the scope of intelligent warfare has been further expanded, and the violence of war has been greatly reduced. The war process is the process of using intelligent algorithms to gradually replace the competitive games in various fields of human beings and gain advantages. On the one hand, the competitive games in various fields of national security gradually realize the auxiliary decision-making of artificial intelligence. Intelligent political warfare, diplomatic warfare, legal warfare, public opinion warfare, psychological warfare, financial warfare, and even more resource warfare, energy warfare, ecological warfare, etc. with intelligent characteristics will gradually step onto the stage of human warfare. For example, once artificial intelligence technology is applied to the financial field, the subsequent intelligent financial game will appear on the list of intelligent warfare. On the other hand, the advanced stage of information warfare has already presented the form of hybrid warfare. The military boundaries of war have been broken, and the hybrid nature will become increasingly prominent, becoming a kind of all-domain linkage confrontation involving national security. With the assistance of intelligent systems, one of the two hostile parties can easily create and use “accidental” events in the opponent’s society, triggering the “butterfly effect” in various fields such as ideology, diplomacy, economy, culture and technology, and then use intelligent military means when necessary to accelerate the process of destroying the enemy country. The high complexity of the future hybrid warfare environment, the strong confrontation of the game, the incompleteness of information and the uncertainty of boundaries provide a broader space for the application of artificial intelligence technology.

Virtual space has become an important battlefield in intelligent warfare, and the proportion of violent confrontation in physical space has declined. Intelligent warfare is carried out in the entire domain around the competition for intelligence advantage. Intelligence, as an abstract concept, mainly exists in the cognitive space of the human brain and computer chips. Whoever can win the intelligence advantage in virtual space can win the intelligent warfare. This advantage can surpass and subvert the information and energy advantages in traditional information and mechanized warfare. Some people even compare it to “in the face of intelligent warfare, information warfare is like a group of clumsy earthworms facing intelligent humans, and they will definitely lose.” This is just like what Comrade Mao Zedong once said about turning enemy commanders into “blind, deaf, and crazy people.” To win the intelligent war, we must turn our opponents into “fools.” It is not difficult to predict that with the trend of the increasing prosperity of human virtual space in the future, the intelligent confrontation in virtual space will determine the outcome of intelligent warfare to a certain extent. For example, the virtual war with intelligent characteristics carried out by the enemy and us in the metaverse can even partially replace the violent and bloody war in the physical space, and the results of virtual combat can also be used as the basis for judging victory or defeat. The intelligent warfare system can “learn without a teacher”, “play against itself” and “learn by itself” in the metaverse, becoming a “strategist” and “good general” for people to conquer the virtual cognitive space.

The victory or defeat of intelligent warfare depends on the active shaping and full control of potential fighters, and the collapse of the combat process can even be ignored. Intelligent warfare is an opportunistic game between the intelligent systems of both sides in the process of dynamic evolution. Both sides are constantly analyzing and looking for each other’s weak links. Once a fighter appears, they will not give the opponent any chance to turn the tables. Controlling the fighter means winning, and the moment the fighter appears is the decisive moment for both sides. This is just like the battle between martial arts masters. The victory or defeat is often only a moment. The local defeat caused by the instantaneous confrontation may be seized by the opponent to drive the overall situation into a passive state, which will lead to a complete loss. Therefore, both sides of the intelligent war are doing two things around the fighter: one is to actively evolve a more complete war system to avoid omissions and mistakes, especially in order to prevent the opponent from discovering potential fighters, and even not to take the initiative to reveal flaws and use static braking. For example, artificial intelligence reinforcement learning can be used to repeatedly conduct virtual confrontations based on basic combat game rules, automatically generate war experience and lessons, self-innovate and optimize and upgrade its own security defense system; second, do everything possible to recognize and identify the weaknesses of the opponent’s system, find the immediate advantage window of war, so as to expand local advantages and create opportunities. In particular, in order to tap into potential opportunities, they will even actively shape the situation and induce the opponent to enter an unfavorable situation or process. For example, with the help of intelligent war games “fighting left and right, confrontation evolution”, “future fighters” can be discovered in virtual wars, so as to simultaneously guide the current physical space combat preparations. Therefore, the process of intelligent warfare is shorter. If the informationized war is planned before action, then the process of intelligent warfare is planned before victory. The hostile parties have long-term games in the high-dimensional strategic cognitive domain around the appearance of fighters. After the fighters appear and the victory is deduced, they immediately enter the low-dimensional tangible space physical domain to implement joint operations. The time process of the war shows the characteristics of long preparation time and short combat time.

現代國語（繁體）：

智慧化戰爭是人類戰爭形態發展的高階階段。人工智慧技術的日益成熟，正推動人類社會由資訊化社會逐步進入智慧化社會，智慧化戰爭隨之產生。相比較而言，機械化戰爭基於質能互換增強了「手足」功能，資訊化戰爭基於電磁感應提升了「耳目」功能，智能化戰爭基於腦機交互延伸發展了「大腦」功能，也將以全新的樣式呈現在世人眼前。

智慧化戰爭既涉及軍事，也更體現在經濟、外交、輿論、文化等領域的混合賽局。在軍事領域中，智慧化作戰已逐步顛覆了傳統形態，呈現出以奪取「制智權」為核心的作戰指揮演算法化、作戰力量無人、作戰樣式多樣化等特質。但在戰爭層面，智慧化戰爭的領域更拓展，戰爭的暴力性大幅降低，戰爭過程就是運用智慧演算法逐步取代人類各領域的競爭賽局並贏得優勢的過程。一方面，國家安全各領域中的競爭博弈逐步實現人工智慧的輔助決策，智慧化政治戰、外交戰、法律戰、輿論戰、心理戰、金融戰，甚至更多具有智慧化特徵的資源戰、能源戰、生態戰等，都將逐步邁上人類戰爭的舞台。例如，人工智慧技術一經運用於金融領域當中，隨之而來的智慧化金融博弈就將出現在智慧化戰爭的清單之上。另一方面，資訊化戰爭的高級階段已經呈現了混合戰爭的形態，戰爭的軍事界限被打破，混合性將日益凸顯，成為一種涉及國家安全的全領域聯動對抗。在智慧化系統的輔助決策下，敵對雙方中的一方很容易製造和利用對手社會“偶發”事件，在意識形態、外交經濟、文化科技等各個領域觸發“蝴蝶效應”，必要時再藉助智能化軍事手段，以加速敵國毀癱進程。未來混合戰爭環境的高複雜性、博弈的強對抗性、資訊的不完整性和邊界的不確定性等特點，為人工智慧技術的應用提供了更廣闊空間。

虛擬空間成為智慧化戰爭的重要戰場，實體空間的暴力對抗比例下降。智能化戰爭圍繞著智能優勢的爭奪而在全局展開，作為抽象概念的智能，則主要存在於人類大腦和電腦晶片的認知空間中。誰能在虛擬空間中贏得智慧優勢，誰就能取得智慧化戰爭的勝勢。這種優勢可以超越並顛覆傳統資訊化、機械化戰爭中資訊與能量的優勢，甚至有人將其比喻為「在智慧化戰爭面前，資訊化戰爭就像一群笨拙的蚯蚓面對智慧的人類一樣必敗無疑」。這就如同毛澤東同誌曾談到的我們要將敵方指揮官變成「瞎子、聾子、瘋子」一樣，打贏智能化戰爭就要把對手變成「傻子」。不難預測，在未來人類虛擬空間日漸繁盛的趨勢下，虛擬空間的智慧對抗將一定程度上決定智慧化戰爭勝負。例如，敵我雙方在元宇宙當中進行帶有智慧化特徵的虛擬戰爭，甚至可以部分取代實體空間的暴力和流血戰爭，虛擬交戰成果也可以作為勝負的判定依據。而智慧化戰爭系統可以“無師自通”，在元宇宙中“自我對弈”“自學成才”，成為人們征服虛擬認知空間的“謀臣”“良將”。

智慧化戰爭的勝負取決於對潛在戰機的主動塑造和充分把控，作戰進程坍縮甚至可以忽略不計。智慧化戰爭是雙方智慧化體系在動態演化過程中的伺機博弈，雙方都在時刻分析並尋找對方的弱點，一旦出現戰機將不會給對手任何翻盤的機會。把控戰機即獲勝，戰機出現之時即雙方決勝時刻。這就如同武俠高手間過招，勝負往往只在一瞬之間，瞬間的爭鋒所產生的局部失利，就有可能被對手抓住機會帶動全局落入被動，進而導致滿盤皆輸。因此，智慧化戰爭雙方都在圍繞戰機做好兩方面工作：一是積極進化出更加完整的戰爭體系，避免出現缺漏與過失，尤其是為了不讓對手發現潛在戰機，甚至不會主動出招露出破綻而以靜制動。例如，可運用人工智慧的強化學習，反覆進行基於基本交戰博弈規則的虛擬對抗，自動產生戰爭經驗教訓，自我創新並優化升級自身安全防禦體系；二是千方百計地認知與識別對手體系弱點，找到戰爭的即時優勢窗口，以此擴大局部優勢並創造戰機。尤其是為了挖掘潛在戰機，甚至會積極主動塑局並誘導對手進入不利情況或進程。例如，可藉助智能化兵棋“左右互搏、對抗演化”，在虛擬戰爭中發現“未來戰機”，以此同步指導當下實體空間作戰準備。因此，智慧化作戰的進程更加短暫，如果說資訊化戰爭是謀定而後動的話，那麼智慧化戰爭的進程則是謀勝而後定。敵對雙方圍繞戰機的出現，在高維的謀略認知域長期博弈，待戰機出現並推演決勝後，隨即就進入低維有形空間物理域實施聯動作戰，戰爭時間進程呈現準備時間長而作戰時間短的特點。

中國軍事原文來源：https://www.81.cn/jfjbmap/content/2022-07/07/content_319888.htm

China's Informatization - 中國信息化, Chinese Military Future Wars, Chinese Military Informatization, Intelligent Warfare

China’s Military and Insight into the Evolution of Winning Mechanisms of Intelligent Warfare

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中國軍事與智慧戰爭制勝機制演進洞察

外文音譯：

Military theorists often say that victory tends to smile on those who can foresee changes in the character of warfare, rather than on those who wait for changes to occur and then adapt. In recent years, disruptive technologies represented by artificial intelligence have developed rapidly and are widely used in the military field, accelerating the evolution of war into intelligence. Correspondingly, the concept of war is also changing. Only by discovering changes in time, proactively responding to changes, and actively adapting to changes can we remain invincible in future wars.

From “using the strong to defeat the weak” to “using wisdom to control the weak”

“The strong wins and the weak loses” is a certain universal law for winning wars. Even in those battles in which the weak defeat the strong, it is often necessary to form a strength advantage over the enemy locally and at a specific period of time in order to truly win. In the era of intelligent warfare, the contribution rate of intelligence superiority to combat effectiveness is much higher than other factors.

In intelligent warfare, human intelligence has widely penetrated into the combat field and been transplanted into weapon systems. All-domain, multi-dimensional, and various types of intelligent combat platforms can quickly couple combat forces, build combat systems based on mission requirements, and independently implement collaborative operations and missions. After the end, it quickly returns to the state of waiting for war, showing the trend of intelligent autonomy. The side with higher and stronger intelligence can better develop and use the “wisdom to control” mechanism, and even design wars based on this, dominate the development of the war situation, and achieve final victory. It should also be noted that in the era of intelligent warfare, there are likely to be multiple stages of development from low to high. Try to keep yourself in an advanced stage and attack the opponent to a low-dimensional stage. This is also the mechanism of “outsmarting” by using high to defeat low. Use.

From “destroying power” to “destroying cognition”

As the form of war accelerates and evolves towards intelligence, the combat space gradually expands from the physical domain and information domain to the cognitive domain, extending from the tangible battlefield to the invisible battlefield. The cognitive space composed of human spirit and psychological activities has become a new combat space. Different from the main purpose of traditional war, which is to eliminate the enemy’s physical strength, intelligent warfare will pay more attention to weakening the enemy’s morale, disintegrating the enemy’s will, and destroying the enemy’s cognition.

By intelligently analyzing the opponent’s personality preferences, psychological characteristics, and decision-making habits, deterrence information can be “tailored” in a targeted manner, and the advantages of cutting-edge technologies such as intelligence can be used to demonstrate powerful strength to the opponent in a realistic way, making anxiety and suspicion Emotions such as fear and fear continued to ferment within it, eventually leading to its self-defeat. Big data, known as the “new oil”, not only enriches the source of intelligence, but also becomes an important “weapon” that affects the opponent’s cognition. By processing big data and deliberately “leaking” it to the opponent, a new “fog of war” will be created for it, making it fall into a state of cognitive confusion. In intelligent warfare, the struggle for the heart and mind will become more intense, and the party with the cognitive advantage will be better than the other party, making it easier to seize the initiative and take advantage of opportunities.

From “people-oriented” to “human-machine collaboration”

In traditional warfare, the organization and use of military force are dominated by people. With the widespread application of smart technology, the proportion of unmanned equipment continues to increase. In intelligent warfare, combat tasks will be completed by man-machine collaboration, and the two will achieve organic integration and complementary advantages. The third “offset strategy” proposed by foreign military forces focuses on human-machine collaboration as a key technology for development. Concepts such as “loyal wingman” proposed by them are also aimed at exploring the realization of manned/unmanned collaborative operations. It is foreseeable that human-machine collaboration will play an important role in future wars.

Utilizing unmanned reconnaissance forces to carry out three-dimensional and multi-dimensional battlefield situation awareness can provide real-time intelligence support for manned combat forces; using unmanned platforms to carry relay loads can continuously provide communication relay support for manned combat forces; using unmanned combat forces to penetrate into the front battlefield, It can attract enemy attacks, force the enemy to expose its position, and provide target guidance and fire support for manned combat forces; using unmanned transportation equipment to provide material supplies to the front line can improve logistics support efficiency, reduce transportation costs, and reduce unnecessary casualties. With the assistance of artificial intelligence, manned combat forces and unmanned combat forces will achieve scientific division of labor and reasonable coordination in terms of quantity, scale, functions, etc., thereby maximizing overall effectiveness.

From “eating the small with the big” to “eating the slow with the fast”

In traditional wars, it is often necessary to increase the number of troops to make up for shortcomings in equipment performance and other aspects. “Soldiers love the main speed”, the rapid development of military intelligence has greatly improved the speed of information transmission and weapon strike accuracy, greatly reduced the time for reconnaissance and early warning, intelligence processing, command decision-making, fire strikes, damage assessment, and accelerated the OODA kill chain cycle , making “discovery and destruction” possible.

New rapid-kill weapons such as hypersonic missiles, laser weapons, microwave weapons, and electromagnetic pulse weapons have further pushed the pace of war to “instant kill.” In the Gulf War, the loop time of the OODA loop took 3 days; in the Iraq War, the loop time has been shortened to less than 10 minutes; and in the Syrian War, the loop time has almost achieved near real-time. In intelligent warfare, the use of unmanned platforms that integrate surveillance and combat to quickly and precisely eliminate high-value targets such as the enemy’s core command posts and high-level commanders will cause the opponent to suffer heavy damage before it has time to respond, and may even face the danger of paralysis. It can be seen that victory does not necessarily favor the side with large military strength. The side that moves quickly and accurately will be more likely to gain the upper hand on the battlefield. According to statistics, the reaction time required for artificial intelligence to respond to battlefield changes is more than 400 times faster than that of humans. Faced with the ever-changing battlefield situation, people will be more inclined to use artificial intelligence technology to realize adaptive planning and autonomous decision-making of the command and control system, so that the command and control mode changes from “people on the loop” to “people outside the loop”, thereby mitigating the While reducing the burden on command personnel, it can improve combat efficiency and the success rate of mission execution.

From “Integration to Win” to “Cluster to Win”

The traditional equipment development concept is to invest a large amount of money in the research and development of highly integrated, sophisticated weapon platforms, in order to achieve dimensionality reduction against the enemy by virtue of generational advantages and performance advantages in war. However, the development and deployment of multi-functional high-end platforms not only requires a lot of time and money, but when multiple software and hardware modules are integrated into a single weapon platform, there may also be mutual incompatibility. Once the platform is destroyed, significant losses will occur. The military application of disruptive technologies such as artificial intelligence has promoted the rapid development of unmanned swarms. Unmanned swarms have the advantages of large scale, low overall cost, and decentralization. The unmanned platforms coordinate with each other and cooperate with each other. They can make decisions independently and carry out combat tasks in an organized manner. Even if some unmanned platforms are destroyed, the overall operation will not be affected. efficacy. The operational concepts such as “decision-centered warfare” and “mosaic warfare” proposed by foreign military forces focus on using unmanned swarms to complete combat missions. In intelligent warfare, by dispersing reconnaissance and surveillance, information communication, command and control, fire strike and other functions into a large number of unmanned combat units with a single function, a highly robust and elastic “kill network” is constructed, and then based on mission needs Adjusting the combination method will allow powerful group intelligence to emerge, creating great uncertainty for the opponent, thereby trapping the opponent in the judgment link of the OODA loop, unable to make effective decisions. In addition, due to the large number of unmanned swarms, the opponent’s detection, tracking, and interception capabilities can quickly reach saturation. Because the opponent cannot destroy all unmanned platforms in the swarm, the opponent has to face the dilemma of defense failure.

From “military dominance” to “diversified mixture”

Traditional war mainly relies on violent means to make the enemy succumb to one’s own will. It usually has a strong war intensity and has a clear boundary between peacetime and wartime. As the field of military struggle continues to expand into new fields such as space, network, and intelligence, and the role of economic, cultural, diplomatic, legal and other means in war continues to become more prominent, intelligent warfare will be carried out in many fields represented by “grey zones” In the form of “multi-pronged approach”. The intensity of war may weaken, and the boundaries between peace and war will become more blurred. Whether it is the Saudi oil fields that were attacked by drones in 2019, which caused half of its oil production to cease, or the largest oil pipeline in the United States that suffered a cyber attack in 2021, which caused a large-scale oil shortage, the far-reaching impact of various new attack methods cannot be ignored. underestimate.

As intelligent technology develops and matures, it will become more common to use a variety of means to launch attacks on opponents’ industrial, transportation, financial, communications, energy, medical and other facilities and networks. The threshold for intelligent warfare will show a downward trend, and warring parties may resort to undeclared warfare to launch hybrid wars that integrate economic warfare, diplomatic warfare, cyber warfare, public opinion warfare, psychological warfare, legal warfare and other types of warfare, leaving opponents exhausted. cope.

From “actual combat test” to “experimental exercise”

Under traditional conditions, due to the lack of scientific simulation and evaluation tools, the true capabilities of the military can only be tested in actual combat. Under intelligent conditions, virtual reality technology can be used to create virtual scenes with a strong three-dimensional sense and realism based on the actual battlefield environment and mission background. This scene can not only restore objective things such as weapons and equipment from multiple dimensions such as sound, appearance, and performance, but also simulate various severe weather such as heavy fog, heavy rain, and blizzards, and visually display the terrain, meteorology, hydrology, etc. of the battlefield. Electromagnetic, nuclear and other information is close to the real situation on the battlefield.

Setting the imaginary enemy in the virtual environment based on the characteristics of the enemy in reality and conducting intelligent simulation of the possible direction of the war situation can enable officers and soldiers to “experience” the war several times in virtual reality before the official war begins, thereby making a better understanding of equipment performance, With a clear understanding of the rhythm of the war and the situation between ourselves and the enemy, you will be more able to perform realistic tasks with ease. Before the outbreak of the Iraq War, the US military secretly developed a computer game that simulated the combat environment in Baghdad. Among the personnel sent to perform tasks in Iraq, the survival rate of those who received game training was as high as 90%. As the data collected in reality continue to be enriched and improved, the construction of the virtual battlefield will become more realistic, the prediction of the direction of the battlefield situation will be more accurate, and the comprehensive assessment of the exercise will be more credible. Both hostile parties will strive to use intelligent deduction. If the outcome of the war is known in advance, it will be possible to “subdue the enemy’s troops” without fighting or with a small battle.

繁體中文：

軍事理論家常說，勝利往往向那些能預見戰爭特性變化的人微笑，而不是向那些等待變化發生後才去適應的人微笑。 近年來，以人工智慧為代表的顛覆性技術發展迅猛，並廣泛應用於軍事領域，使戰爭形態加速向智慧化演變，與之相應的戰爭觀也正在發生嬗變。 及時發現變化，主動應對變化，積極適應變化，才能夠在未來戰爭中立於不敗之地。

從“以強打弱”到“以智制拙”

「強勝弱敗」是帶有一定普遍性的戰爭制勝規律。 即使是那些以弱勝強的戰例，往往也必須在局部和特定時段形成對敵的力量優勢才能真正取勝。 在智慧化戰爭時代，智力優勢對戰鬥力的貢獻率遠高於其他要素。

在智慧化戰爭對抗中，人的智慧廣泛滲透到作戰領域、移植到武器系統，全局多維、各種類型的智慧化作戰平台能夠快速耦合作戰力量，根據任務需求建立作戰體系，自主實施協同作戰，任務 結束迅速回歸待戰狀態，呈現智慧自主趨勢。 智慧水準更高更強的一方，能夠更好地開發和運用「以智制拙」機理，甚至據此設計戰爭、主導戰局發展，取得最終勝利。 還要看到，智慧化戰爭時代很可能存在由低到高的多個發展階段，盡可能讓自己處於高級階段，攻擊對手使其處於低維度的階段，也是以高打低「智勝」機理的 運用。

從“消滅力量”到“摧毀認知”

隨著戰爭形態加速向智慧化演進，作戰空間逐漸由物理域、資訊域拓展至認知域，以有形戰場擴展到無形戰場，由人的精神和心理活動構成的認知空間已成為新的作戰空間。 與傳統戰爭中以消滅敵人有生力量為主要目的不同，智慧化戰爭將更著重於削弱敵方的士氣，瓦解敵方的意志，摧毀敵方的認知。

透過智慧分析對手的性格偏好、心理特質、決策習慣，可針對性地「量身訂製」威懾訊息，利用智慧化等前沿技術優勢，以形象逼真的方式向對手展現強大實力，使焦慮、猜疑 、恐慌等情緒在其內部不斷發酵，最終導致不攻自破。 被譽為「新石油」的大數據在豐富情報來源的同時，也成為作用於對手認知的重要「武器」。 通過對大數據進行加工處理，並刻意“洩露”給對手，將給其製造新的“戰爭迷霧”，使其陷入認知迷茫的境地。 在智慧化戰爭中，圍繞攻心奪誌所展開的鬥爭博弈將更加激烈，而佔據認知優勢的一方將比對方先勝一籌，更加容易掌握主動、先機。

從“以人為主”到“人機協同”

在傳統戰爭中，軍事力量的組織與運用均以人為主。 隨著智慧技術的廣泛應用，無人裝備的比例不斷提高。 在智慧化戰爭中，作戰任務將由人機協同完成，兩者將實現有機融合、優勢互補。 外軍提出的第三次「抵銷戰略」將人機協作等作為重點發展的關鍵技術，其先後提出的「忠誠僚機」等概念也旨在探索實現有人/無人協同作戰。 可以預見，人機協同將在未來戰爭中發揮重要作用。

利用無人偵察力量開展立體多維的戰場態勢感知，可為有人作戰力量實時提供情報支援；利用無人平台攜帶中繼載荷，可為有人作戰力量持續提供通信中繼支援；利用無人作戰力量深入前方戰場， 可吸引敵方攻擊，迫敵暴露位置，為有人作戰力量提供目標引導和火力支援；利用無人運輸裝備為前線提供物資補給，可提高後勤保障效率，降低運輸成本，減少非必要的人員傷亡。 在人工智慧的輔助下，有人作戰力量與無人作戰力量將在數量規模、功能作用等方面實現科學分工與合理搭配，從而使整體效能實現最大化。

從“以大吃小”到“以快吃慢”

在傳統戰爭中，往往需要透過增加兵力數量來彌補在裝備性能等方面的短板。 “兵之情主速”，軍事智能化的飛速發展大大提升了信息傳遞速度和武器打擊精度，大幅縮減了偵察預警、情報處理、指揮決策、火力打擊、毀傷評估的時間，加速OODA殺傷鏈循環 ，使「發現即摧毀」成為可能。

高超聲速導彈、雷射武器、微波武器、電磁脈沖武器等新型快速殺傷武器進一步將戰爭節奏推向「秒殺」。 在海灣戰爭中，OODA環的迴路時間需要3天；在伊拉克戰爭中，迴路時間已縮短至10分鐘以內；而在敘利亞戰爭中，迴路已幾乎實現了近實時。 在智慧化戰爭中，利用察打一體無人平台對敵方的核心指揮所、高層指揮官等高價值目標進行快速定點清除，將使對方還沒來得及反應就遭受重創，甚至面臨癱瘓的險境。 可見勝利不一定眷顧軍力規模龐大的一方，行動迅速而精準的一方將更有可能贏得戰場先機。 據統計，人工智慧應對戰場變化所需的反應時間比人類快400倍以上。 面對瞬息萬變的戰場態勢，人們將更傾向於借助人工智能技術實現指控系統的自適應規劃和自主決策，使指控模式由“人在環路上”轉變為“人在環路外”，從而在減輕 指揮人員負擔的同時，提高作戰效率和執行任務的成功率。

從“集成製勝”到“集群制勝”

傳統的裝備發展理念是將大量資金投入到高度整合的高精尖武器平台研發中，以期在戰爭中憑借代際優勢和性能優勢實現對敵方的降維打擊。 然而，開發部署多功能高階平台不僅需要耗費大量的時間和經費，當把多個軟硬體模塊整合到單一武器平台時，還可能出現相互之間不相容的情況。 一旦該平台被毀，將造成重大損失。 人工智慧等顛覆性技術的軍事應用促使無人集群得到快速發展。 無人集群具有數量規模大、綜合成本低、去中心化等優勢，無人平台之間相互協調、分工合作，可自主決策並有組織地執行作戰任務，即使部分無人平台被毀，也不影響整體作戰 效能。 外軍提出的「決策中心戰」「馬賽克戰」等作戰概念，即著眼於利用無人集群完成作戰任務。 在智慧化戰爭中，透過將偵察監視、資訊通聯、指揮控制、火力打擊等功能分散到大量功能單一的無人作戰單元中，構建高魯棒性、高彈性的“殺傷網”，然後根據任務需要 對組合方式進行調整，將使其湧現出強大的群體智能，給對手製造極大的不確定性，進而把對手困在OODA環的判斷環節，無法做出有效決策。 此外，由於無人集群數量龐大，可使對手的探測、跟踪、攔截能力迅速達到飽和，對手因無法摧毀集群中的所有無人平台，而不得不面臨防禦工事失效的困境。

從“軍事主導”到“多元混合”

傳統戰爭主要依賴暴力手段使敵方屈服於己方意志，通常具有較強的戰爭強度，平時與戰時界線分明。 隨著軍事鬥爭領域向太空、網絡、智慧等新型領域不斷拓展，以及經濟、文化、外交、法律等手段在戰爭中的作用不斷凸顯，智能化戰爭將在「灰色地帶」為代表的多個領域 以「多管齊下」的形式展開。 戰爭強度可能會有所減弱，平戰界線將更加模糊。 無論是2019年沙烏地阿拉伯油田因遭到無人機攻擊而導致其一半石油停產，或是2021年美國最大輸油管因遭遇網絡攻擊而導致大面積油料短缺，各類新型攻擊手段所帶來的深遠影響均不可 小覷。

隨著智慧化技術的發展成熟，綜合運用多種手段向對手的工業、交通、金融、通訊、能源、醫療等設施和網絡發起的攻擊將更加普遍。 智慧化戰爭的門檻將呈現下降趨勢，參戰方可能採取不宣而戰的方式發起融合經濟戰、外交戰、網絡戰、輿論戰、心理戰、法律戰等多種樣式的混合戰爭，使對手疲於 應付。

從“實戰驗兵”到“實驗演兵”

在傳統條件下，由於缺乏科學的模擬模擬與評估工具，因此只有在實戰中才能檢驗出軍隊的真實能力。 在智慧化條件下，利用虛擬現實技術可基於實際的戰場環境和任務背景創建具有較強立體感和真實感的虛擬場景。 該場景不僅可以從聲音、外觀、性能等多個維度對武器裝備等客觀事物進行還原，還能模擬大霧、大雨和暴風雪等各種惡劣天氣，以可視化的形式展現戰場的地形、氣象、水文、 電磁、核化等訊息，接近戰場的真實狀況。

根據現實中敵方的特徵設定虛擬環境中的假想敵，並對戰局的可能走向進行智慧模擬仿真，可使官兵在正式開戰前就已在虛擬現實中數次「親歷」戰爭，從而對裝備性能、 戰爭節奏、敵我情況都了然於胸，在執行現實任務時將更加游刃有餘。 在伊拉克戰爭爆發前，美軍曾秘密開發了一款模擬巴格達作戰環境的電腦遊戲，在被派遣到伊拉克執行任務的人員中，接受過遊戲訓練的人員生存率高達90%。 隨著現實中收集到的數據不斷豐富完善，虛擬戰場的搭建將更加逼真，對戰場態勢的走向預測將更加準確，關於演習的綜合評估將更加可信，敵對雙方都力圖通過智能推演即可 預先獲知戰爭結果，將可能出現不戰或小戰就「屈人之兵」的情況。

謝愷　 張東潤 　梁小平

來源：解放軍報 作者：謝愷　 張東潤 　梁小平 責任編輯：葉夢圓 2022-04-26 06:00:00

中國國防部原文資源：http://www.mod.gov.cn/gfbw/wzll/yw_214068/4909826.html