Tag Archives: #Chinese Artificial Intelligence

China’s “Deep technology” Brings New Forms of Warfare

中國的「深度技術」帶來新的戰爭形式

現代英語:

China Military Network Ministry of National Defense Network

Friday , August 13, 2021

Since the 21st century, global scientific and technological innovation has entered an unprecedented period of intensive activity. A new round of scientific and technological revolution and industrial transformation is reshaping the global innovation landscape and reshaping the global economic structure. Some people therefore call the current era the era of “deep technology”.

The military field is the most sensitive to technological change. At present, some major disruptive technologies are constantly emerging, showing a trend of cross-integration and group leaps. Their military applications will bring about sudden and revolutionary consequences, and even bring about a new form of war.

Artificial Intelligence: Opening the Door to Intelligent Warfare

Artificial intelligence was born in 1956. Its essence is to simulate the human thinking process, that is, to make machines understand, think and learn like humans, form experience, and generate a series of corresponding judgments and processing methods. In the past 10 years, with the continuous development of new theories and technologies such as big data, neural networks, and deep learning, artificial intelligence has pressed the fast-forward button and started to develop rapidly, bringing fundamental changes to all areas of human society.

In 2016, the artificial intelligence program AlphaGo defeated the world Go champion Lee Sedol. By 2020, the latest algorithmic programs can teach themselves to play Go, chess and other games without even being told the rules of the game.

As a strategic technology leading a new round of scientific and technological revolution and industrial transformation, the application of artificial intelligence in the military field has accelerated the transformation of warfare from informationization to intelligence. This transformation will be full-dimensional and full-spectrum, involving almost all links in the military chain. The most prominent impacts basically include the following aspects:

——Assisting unmanned combat. The rapid development of artificial intelligence will greatly enhance the collaborative and autonomous combat capabilities of various unmanned combat systems. This will undoubtedly promote structural changes in the composition of combat forces, and unmanned combat mode will gradually become the “main theme” of war. In a simulated confrontation in August 2020, an intelligent system funded by the US Defense Advanced Research Projects Agency controlled a fighter jet and defeated experienced air force pilots. The trend of unmanned combat seems to be increasingly unstoppable.

——Reshape command and control. Complex adaptive systems supported by artificial intelligence, such as swarm systems, will have increasingly strong self-organizing capabilities, thereby breaking the traditional strict hierarchical command system and incubating a new command and control model. The action control of a swarm composed of thousands of unmanned systems will be completed by an intelligent and efficient algorithm system, which can achieve a high degree of decentralization and dynamic aggregation, demonstrating a new concept of group intelligent combat.

——Achieve intelligent decision-making. That is, generate intelligent evaluation and auxiliary decision-making capabilities, realize automatic generation, dynamic optimization, and real-time adjustment of combat plans, and enable combat planning to flexibly adapt to changes in the mission environment and battlefield uncertainties. At present, the new generation of artificial intelligence technology is in a stage of vigorous development, and new technologies will continue to emerge.

Quantum technology: writing the winning code in “entanglement”

Quantum is the smallest, indivisible unit of energy. The biggest feature of quantum technology is that it can break through the physical limits of existing information technology, play a huge role in information processing speed, information capacity, information security, information detection accuracy, etc., and thus significantly improve human ability to obtain, transmit and process information, providing strong impetus for the evolution and development of the future information society.

Quantum theory has gone through more than a hundred years of development since its birth. The development of quantum technology has directly given rise to modern information technology. Nuclear energy, semiconductor transistors, lasers, nuclear magnetic resonance, high-temperature superconducting materials, etc. have come into being, changing human production and life. In recent years, the continuous combination of quantum mechanics and information technology will usher in a new quantum technology revolution, impacting the traditional technology system and even causing the reconstruction of the traditional technology system.

Compared with the macroscopic physical world, quantum has many wonderful properties, the most representative of which are quantum superposition and quantum entanglement. Quantum superposition means that a quantum can be in different states at the same time, and can be in a superposition of these states. A vivid metaphor is the cat in a state of “both dead and alive” imagined by physicist Schrödinger. Quantum entanglement means that independent particles can be completely “entangled” together. No matter how far apart they are, when the state of one quantum changes, the other will change accordingly like “telepathy”.

These special properties of quantum contain great military potential. In quantum detection, quantum communication, quantum imaging, quantum computing, etc., they are gradually showing great military application value. For example, by taking advantage of the characteristics of quantum state superposition and the inability to accurately copy unknown quantum states, quantum codes that cannot be deciphered can be developed.

In addition, based on the characteristics of quantum entanglement, the high correlation between two microscopic particles with a common source can be utilized, and entangled photons can be used as light sources to achieve quantum imaging, which can greatly improve the resolution and anti-interference ability of imaging.

Gene technology: a new weapon that can be “edited”

Genes are the genetic information that controls various characteristics of organisms and are known as the “master switch” of various life activities of organisms. Gene editing is equivalent to a pair of “gene scissors”, which can accurately achieve gene “modification” such as insertion, removal, and replacement of specific target genes of organisms, thereby achieving control over the genetic information of organisms.

In 2012, researchers from the United States and Sweden found a very effective pair of “gene scissors”, namely the CRISPR/Cas9 system, which can cut any genome at any desired location. Since then, the development of gene editing technology has achieved unprecedented “acceleration”, realizing gene editing of fruit flies, mice, pigs, sheep, rice, wheat and other organisms, and also providing new medical means for treating diseases such as tumors, AIDS, and thalassemia.

While genetic technology is gradually unlocking the mysteries of life, it will also cause unpredictable military security issues. If gene editing is used in the development of biological weapons, it means that developers can modify genes to obtain new pathogenic microorganisms according to their own needs, or implant biological gene fragments with different characteristics and transform existing biological warfare agents, or even artificially design and synthesize new viruses that do not exist in nature. These may produce new biological weapons that humans cannot prevent and control, and even use the precision of genetic technology to make attacks more targeted. This new coronavirus epidemic has made the world suspicious of Fort Detrick and more than 200 American overseas biological experimental bases. The United States should disclose more facts and give an explanation to the international community.

Brain science: heading towards the battlefield of “brain control”

The human brain is a highly complex information processing system that consists of billions of neurons that communicate with each other and complete a variety of cognitive tasks in an overall coordinated manner.

The brain’s complex neural information processing and cognition are so complex that even supercomputers pale in comparison. Therefore, brain science research is regarded as the “ultimate frontier” of natural science research, and the International Brain Research Organization believes that the 21st century is the “era of brain science.”

In recent years, major countries in the world have announced the launch of brain science research programs. With the emergence of new imaging technologies, convergence technologies, and computing and information communication technology platforms, brain science research has made new breakthroughs in the fields of neural circuits, brain-like intelligence, and brain-computer interfaces.

As a branch of cognitive science, the “brain-computer interface” technology was born in the 1970s. It collects the EEG signals generated by the activity of the cerebral cortex nervous system, and converts them into signals that can be recognized by computers through methods such as amplification and filtering, so that external devices can read the brain’s neural signals, identify people’s true intentions, and achieve effective control of external physical devices. In other words, a certain operation is performed by the human brain without the need to complete it through the body.

As a new type of human-computer interaction, brain-computer interface technology provides a new intelligent development direction for the control of weapons and equipment. Realizing the direct control of weapons and equipment by the human brain and giving them the intelligent features of “moving at will” are becoming the goals pursued by Western military powers. In 2013, the US Department of Defense disclosed a research project called “Avatar”, which plans to control remote “machine warriors” through thoughts in the future to replace soldiers in the battlefield and carry out various combat tasks.

If the above research is regarded as “brain control”, then the use of “brain-computer interface” and other technical means to interfere with, destroy or even control people’s neural activities and thinking abilities is the so-called “brain control”. For example, electromagnetic waves and sound waves are used to affect the normal activities of human brain cells, and even suggestions and commands are directly “projected” into the human brain. In March 2018, a Western country proposed the “Next Generation Non-Invasive Neurotechnology (N3)” plan to develop a new generation of non-invasive two-way brain-computer interfaces to further improve the high-level interaction capabilities of soldiers and weapons and equipment.

In the future, the rapid development of brain science will give rise to a new cognitive domain combat model centered on the brain, and “brain control” will also become a new battlefield for the competition in the cognitive domain.

At present, a new round of scientific and technological revolution and military revolution is in a “qualitative change period”. Science and technology have never had such a profound impact on national security and military strategy as today. In the face of the rapid development of science and technology, we must vigorously enhance our scientific and technological cognition and acumen, strive to seize the commanding heights of science and technology, seek military competitive advantages, and seize the initiative in future wars.

Professor Liu Yangyue from the College of Arts and Sciences at the National University of Defense Technology 

現代國語:

中國軍網 國防部網
2021年8月13日 星期五

國防科技大學文理學院劉揚月教授

21世紀以來,全球科技創新進入空前密集活躍期,新一輪科技革命與產業變革,重建全球創新版圖、重塑全球經濟結構。有人因而將當今時代稱為「深度科技化」時代。

軍事領域是對科技變革最敏感的領域。目前,一些重大顛覆性技術不斷湧現,呈現交叉融合、群體躍進之勢,其軍事應用將會帶來突變性、革命性後果,甚至帶來戰爭新形態。

人工智慧:叩開智慧化戰爭之門

人工智慧誕生於1956年,它的實質是模擬人的思考過程,即讓機器像人一樣理解、思考和學習,形成經驗,並產生一系列相應的判斷與處理方式。近10年來,隨著大數據、神經網路、深度學習等新理論新技術不斷發展,人工智慧按下了快進鍵,開始飛速發展並為人類社會各領域帶來根本性改變。

2016年,人工智慧程式「阿爾法狗」擊敗了世界圍棋冠軍李世石。到了2020年,最新演算法程式甚至不需要被告知遊戲規則,就能自學成才,掌握下圍棋、西洋棋等技藝。

作為引領新一輪科技革命和產業變革的戰略性技術,人工智慧應用於軍事領域,使戰爭形態加速由資訊化轉變為智慧化。這項轉變將是全維度、全圖譜的,幾乎涉及軍事鏈的所有環節。最突出的影響基本上包括以下幾個方面:

——助力無人作戰。人工智慧的快速發展,將極大提升各類無人作戰系統的協同作戰、自主作戰能力。這無疑會推動作戰力量組成發生結構性變化,無人化作戰模式將逐步成為戰爭「主旋律」。在2020年8月的一場模擬對抗中,美國國防高級研究計畫局資助的智慧系統操縱戰機,完勝經驗豐富的空軍飛行員,無人作戰趨勢似乎愈發勢不可擋。

——重塑指揮控制。由人工智慧支撐的複雜自適應系統,如蜂群系統,將具備越來越強的自組織能力,從而打破傳統的嚴格層級的指揮體制,孵化出全新的指揮控制模式。由成千上萬個無人系統組成的蜂群,其行動控制將由智慧高效的演算法系統完成,能實現高度去中心化與動態聚合,展現出群體智慧作戰新概念。

——實現智能決策。即產生智慧化的評估和輔助決策能力,實現作戰方案計畫的自動生成、動態優化、即時調整,使作戰規劃靈活適應任務環境變化和戰場不確定性。目前,新一代人工智慧技術正處於蓬勃興起階段,新技術仍將持續出現。

量子技術:在「糾纏」中書寫制勝密碼

量子是最小的、不可再分割的能量單位。量子科技最大特點在於,它可以突破現有資訊科技的物理極限,在資訊處理速度、資訊容量、資訊安全、資訊偵測精準度等方面發揮極大作用,進而顯著提升人類獲取、傳輸和處理資訊的能力,為未來資訊社會的演進和發展提供強勁動力。

量子理論從誕生至今,已走過數百年發展歷程,量子科技的發展直接催生了現代資訊技術,核能、半導體電晶體、雷射、核磁共振、高溫超導材料等紛紛問世,改變了人類的生產生活。近年來,量子力學與資訊科技不斷結合,將開啟一場新的量子科技革命,衝擊著傳統科技體系,甚至引起傳統科技體系的重建。

相對於宏觀物理世界,量子有許多奇妙特性,最具代表性的莫過於量子疊加與量子糾纏。量子疊加意味著量子可同時處於不同狀態,且可處於這些狀態的疊加態。形象的比喻就是,物理學家薛丁格所設想的處於「既死又活」狀態的貓。量子糾纏則意味著相互獨立的粒子可以完全「糾纏」在一起,無論相隔多麼遙遠,當一個量子的狀態發生變化,另一個就會「心靈感應」般發生相應變化。

量子的這些特殊性,蘊藏著極大的軍事潛能。在量子探測、量子通訊、量子成像、量子計算等方面,正逐漸展現出巨大的軍事應用價值。如利用量子態疊加與未知量子態無法精確複製等特點,可研發出無法破解的量子密碼。

此外,根據量子的糾纏特性,利用兩個有共同來源的微觀粒子高度關聯性,將糾纏的光子作為光源實現量子成像,可大幅提升成像的解析度和抗干擾性。

基因技術:可以「編輯」的新武器

基因是控制生物各種特徵的遺傳訊息,被譽為生物體各種生命活動的「總開關」。基因編輯就相當於一把“基因剪刀”,透過它可精確實現對生物體特定目標基因的插入、移除、替換等基因“修飾”,從而實現對生物遺傳訊息的控制。

2012年,美國和瑞典的研究人員找到一把十分有效的“基因剪刀”,即使用CRISPR/Cas9系統,可在任何想要的地方切割任何基因組。此後,基因編輯技術發展獲得前所未有的“加速”,實現了對果蠅、鼠、豬、羊以及水稻、小麥等各類生物的基因編輯,也為治療腫瘤、愛滋病、地中海貧血等疾病提供了新的醫學手段。

基因技術在逐漸破解生命奧秘的同時,也將引發難以預料的軍事安全問題。如將基因編輯運用於生物武器的開發上,那就意味著開發者可根據自己的需要,修改基因獲得新的致病微生物,或是將具有不同特徵的生物基因片段植入並改造已有的生物戰劑,甚至人工設計與合成自然界本不存在的新型病毒。這些都可能產生人類無法預防和控制的新生物武器,甚至利用基因技術的精準性,使得攻擊更具針對性。這次新冠肺炎疫情,讓世界對美國德特里克堡以及200多個美國海外生物實驗基地疑雲叢生,美國應該公開更多事實,給國際社會一個交代。

腦科學:走向「制腦」戰場

人的大腦是一個高度複雜的訊息處理系統,它由數十億神經元透過相互連結來進行訊息交流,以整體協調的方式完成各種各樣的認知任務。

大腦複雜的神經訊息處理與認知,即便是超級電腦也相形見絀。因此,腦科學研究被視為自然科學研究的“終極疆域”,國際腦研究組織認為21世紀是“腦科學時代”。

近年來,世界主要國家紛紛宣布啟動腦科學研究計畫。隨著新型影像技術、匯聚技術以及基於計算和資訊通信技術平台的出現,腦科學研究在神經環路、類腦智能、腦機介面等領域不斷取得新突破。

作為認知科學的一個分支,「腦機介面」技術誕生於1970年代。它透過擷取大腦皮質神經系統活動產生的腦電訊號,經過放大、濾波等方法,將其轉化為可被電腦辨識的訊號,讓外部設備讀懂大腦的神經訊號,從中辨別出人的真實意圖,實現對外部實體設備的有效控制。也就是由人腦思考執行某項操作,而不需要透過肢體來完成。

腦機介面技術作為一種新型的人機互動方式,為武器裝備操控提供了全新的智慧化發展方向。實現人腦對武器裝備的直接控制,賦予武器裝備「隨心所欲」的智慧化特徵,正成為西方軍事強國追求的目標。 2013年,美國防部披露了一項名為“阿凡達”的研究項目,計劃在未來能通過意念操控遠程的“機器戰士”,以代替士兵在戰場上作戰,遂行各種戰鬥任務。

如果把上述研究視為“腦控”,那麼,利用“腦機介面”等技術手段對人的神經活動、思考能力等進行幹擾、破壞甚至控制,就是所謂的“控腦”。如使用電磁波和聲波等對人類腦細胞正常活動產生影響,甚至把建議和命令直接「投射」到人腦中。 2018年3月,某西方國家提出「下一代非侵入性神經技術(N3)」計劃,開發新一代非侵入式雙向腦機接口,進一步提高士兵與武器裝備的高水平交互能力。

未來,腦科學的快速發展,將催生以大腦為中心的認知域作戰新模式,「控腦」也將成為認知域爭奪的新陣地。

目前,新一輪科技革命、軍事革命正處於“質變期”,科技從未像今天這樣深刻影響國家安全和軍事戰略全局。面對快速發展的科學技術,必須大力增強科技認知力和敏銳性,努力搶佔科技制高點,謀取軍事競爭優勢,掌握未來戰爭的主動權。

中國原創軍事資源:http://www.81.cn/jfjbmap/content/2021-08/13/content_296410888.htm

Chinese Military Laws Necessary for Winning Intelligent Warfare

中國軍事法規是贏得智慧化戰爭的必要條件

現代英語:

●To understand the laws of intelligent warfare, we must grasp the foundation of intelligence and autonomy, the key of building a war knowledge and action system, and the essence of the changes in the connotation of war power.

●War leaders must examine intelligent warfare dynamically, keenly capture the new elements spawned by intelligent warfare, correctly analyze the changes in the relationship between the new elements, and constantly re-understand intelligent warfare.

President Xi pointed out that we should seriously study the military, war, and how to fight, and grasp the laws of modern warfare and the laws governing war. Today, the intelligent characteristics of war are becoming increasingly prominent, and intelligent warfare has already shown its early form. In order to seize the initiative in future intelligent warfare, we should actively follow the development of modern warfare, keep close to the actual military struggle preparations, proactively understand the laws of intelligent warfare, deeply grasp its guiding laws, focus on answering questions such as “what is it” and “how to do it”, and constantly innovate war and strategic guidance.

Answering the question “What is it?” and understanding the laws of intelligent warfare

Comrade Mao Zedong pointed out: “The laws of war are a problem that anyone who directs a war must study and must solve.” Today, as intelligent warfare begins to emerge, we should proactively understand “what” intelligent warfare is. Otherwise, we will not be able to solve “how to do it,” let alone control future wars.

The laws of intelligent warfare are the reconstruction of the war knowledge and action system. The laws of intelligent warfare, like the laws of cold weapon warfare, hot weapon warfare, mechanized warfare, and information warfare, are the inherent and essential connections between the elements of war. The difference is that it has new elements and new modes of composition between elements. It is essentially the reconstruction of the war knowledge and action system caused by the intelligent revolution. Today, to understand the laws of intelligent warfare, we must grasp the foundation of intelligence and autonomy, grasp the key to building a war knowledge and action system, and grasp the essence of the change in the connotation of war power. Mastering these laws can overcome the chaos and uncertainty in future wars and find order and certainty from them. This is the objective requirement for dealing with intelligent warfare.

The laws of intelligent warfare are the basis of the laws of war guidance. In “Problems of Strategy in China’s Revolutionary War”, Mao Zedong first analyzed the characteristics of China’s revolutionary war and revealed the laws of war, and then “derived our strategies and tactics from this”, that is, the laws of war guidance; in “On Protracted War”, he first explained “what it is”, and then turned to the question of “how to do it”, reflecting a logical order of the cognitive process. Today, the study of intelligent warfare should still follow this order, and neither put the cart before the horse, nor reverse the order; nor add, reduce or replace links. On the basis of mastering the fundamental law of intelligent autonomy, we must reveal the laws of war guidance such as autonomous perception, autonomous planning, autonomous implementation, autonomous linkage, and autonomous evaluation.

If you don’t understand the laws of intelligent warfare, you can’t guide the war. “Sun Bin’s Art of War” points out: “Know, win” and “Don’t know, don’t win.” Tao is the law of war. If you master it and act in accordance with it, you can win; otherwise, you will lose. Mao Zedong also emphasized: “If you don’t know the laws of war, you don’t know how to guide the war, and you can’t win the war.” Similarly, mastering the laws of intelligent warfare is the premise for correctly guiding intelligent warfare. Otherwise, it is inevitable to be confused by the superficial phenomena of intelligent warfare. Today, we need to analyze the basic, long-term and subversive impact of intelligent technology groups on war, and study what intelligent warfare looks like? What are the laws? How should it be fought? These are all major issues that must be answered in the guidance of intelligent warfare.

Solve the “how to do it” problem and reveal the guiding principles of intelligent warfare

The guiding laws of intelligent warfare are the medium for guiding practice by using the laws of intelligent warfare, playing the role of “bridge” and “boat”. We should solve the problem of “how to do it” on the basis of answering “what is it” and propose the “swimming skills” of intelligent warfare.

The guiding laws of intelligent warfare are the laws of applying the laws of war. The purpose of understanding the laws of war is to apply them. Marx pointed out: “Philosophers only interpret the world in different ways, but the problem is to change the world.” Similarly, intelligent warfare itself forces commanders to discover the laws. Once discovered, they will combine initiative and use the laws to serve winning the war, which will inevitably lead to the emergence of guiding laws for intelligent warfare. Today, war is the continuation of politics, which is still the law of intelligent warfare. From this, it can be concluded that intelligent warfare must obey the guiding laws that serve politics; soldiers and civilians are the basis of victory, which is still the law of intelligent warfare. From this, it can be concluded that the guiding laws of mobilizing the people in the broadest possible way are derived, and so on. These guiding laws for intelligent warfare are derived from the laws of war and are “swimming skills in the sea of ​​intelligent warfare.”

Give full play to the active role of people in intelligent warfare. Engels said: “It is people, not guns, who win the battle.” The guiding laws of intelligent warfare are the laws of practice and use. It is not a simple “transfer” or “copying” of the laws of intelligent warfare, but it can be transformed into the guiding laws of war with the addition of people’s subjective initiative. Today, military talents who master artificial intelligence are not only the operators of intelligent weapons, but also the creators of artificial intelligence. People still occupy a dominant position in the intelligent human-machine system and are the decisive factor in the victory or defeat of intelligent warfare. Commanders should give full play to their initiative on the basis of mastering the laws of intelligent warfare and adhere to the “technology + strategy” combat theory generation model, so as to change from answering “what is” to solving “how to do”.

The laws governing intelligent warfare are constantly evolving. War is a “chameleon”. Intelligent warfare itself will also go through different stages such as germination, development, and maturity, which will inevitably lead to the development of laws governing intelligent warfare. War leaders must dynamically examine intelligent warfare, keenly capture the new elements of intelligent warfare, correctly analyze the changes in the relationship between the new elements, and constantly re-recognize intelligent warfare. We must keep up with the historical process of the accelerated advancement of war forms towards intelligence, grasp the direction of development of intelligent warfare and the pulse of the times, push the research on the laws governing intelligent warfare to a new level, and seize strategic initiative and opportunities on future battlefields.

Keep a close eye on the “initiative” and continue to innovate intelligent warfare and strategic guidance

As the military is ever-changing, water is ever-changing. As intelligent warfare has already arrived, we must follow the laws and guidance of intelligent warfare, keep close to the actual military struggle preparations, strengthen research on opponents and enemy situations, take the initiative to design “when”, “where” and “who to fight”, innovate war and strategic guidance, and firmly grasp the strategic initiative of future wars.

You fight yours, I fight mine. The highest realm of the art of war guidance is that you fight yours, I fight mine. “Each fights his own” requires commanders to use their own forces independently and autonomously in future intelligent wars, no matter how complex and difficult the environment is. In particular, enemies with high-tech equipment may cause a temporary local situation where the enemy is active and we are passive. At this time, we must use comprehensive means such as politics, economy, and diplomacy to make up for the disadvantages in weapons with an overall favorable situation, quickly reverse this situation, and restore the active position. If you are led by the nose by your strategic opponent, you may suffer a great loss.

Seize the opportunity and use the troops according to the time. The Six Secret Teachings pointed out: “The use depends on the opportunity.” Jomini emphasized: “The whole art of war lies in being good at waiting for the opportunity to act.” On the one hand, if the time is not right, do not force it. Be cautious about the opportunity, and have great patience before the opportunity comes to prevent strategic blind action. On the other hand, the time will not come again, so don’t miss the opportunity. Be good at seizing the opportunity, and once you encounter a favorable opportunity, you must resolutely use it and avoid being timid. It should be pointed out that we should look at the issue of the maturity of the opportunity dialectically. The future intelligent war is changing rapidly, requiring quick decision-making, but in the face of uncertain factors, we must make careful decisions. Sometimes making a decision early may be more effective than making a more perfect decision tomorrow. Therefore, we must dare to take a little risk, otherwise we will sit back and watch the loss of the opportunity for success.

Different domains are different, and operations are based on the local conditions. Clausewitz pointed out: “War is not like a field full of crops, but like a field full of trees. When harvesting crops, you don’t need to consider the shape of each crop, and the quality of the harvest depends on the quality of the sickle; when chopping down trees with an axe, you must pay attention to the shape and direction of each tree.” Different strategic spaces lead to different wars, and war guidance is also different. At present, the battlefield space is constantly expanding from traditional spaces such as land, sea and air to new spaces such as space and the Internet. War leaders should explore new intelligent war laws and guidance laws based on the characteristics of multi-domain, three-dimensional, and networked.

Aim at the opponent and win by taking advantage of the enemy. The Art of War by Sun Tzu states: “Follow the enemy and decide the battle.” Jomini also said: “No matter who you are, if you don’t understand the enemy, how can you know how to act?” Looking to the future, smart strategists should classify combat targets into primary combat targets and general combat targets, actual combat targets and potential combat targets according to their importance and urgency, and comprehensively and objectively understand the strategic intentions, force deployment, combat concepts, etc. of different combat targets, propose new intelligent war guidance laws that can give full play to the advantages of their own combat power, and implement correct war actions.

In short, the laws of intelligent warfare are the laws of the cognitive process, solving the problem of “what”; the guiding laws are the laws of the practical process, solving the problem of “how”. The two are dialectically unified and inseparable, forming a complete chain of understanding and guiding intelligent warfare. “Victory is not repeated, but should be formed in infinity.” Today, war and strategic leaders should, based on objective conditions, deeply explore and flexibly apply the laws of intelligent warfare and the laws of war guidance, and innovate war and strategic guidance in line with the times.

(Author’s unit: Academy of Military Science, Institute of War Studies)

Source: Liberation Army DailyAuthor: Hao Jingdong Niu Yujun Duan FeiyiEditor-in-charge: Wang Feng2021-03-16 10:12

現代國語:

认识智能化战争规律,要抓住智能化和自主化这个基础,抓住构建战争知行体系这个关键,抓住战争力量内涵发生改变这个实质。

●战争指导者须动态地考察智能化战争,敏锐捕捉智能化战争孕育的新质要素,正确分析新质要素之间关系的变化,不断对智能化战争进行再认识。

习主席指出,要认真研究军事、研究战争、研究打仗,把握现代战争规律和战争指导规律。今天,战争的智能化特征日益凸显,智能化战争已经展现出早期形态的样貌。要想掌握未来智能化战争主动权,就应积极跟踪现代战争发展,紧贴现实军事斗争准备,前瞻认识智能化战争规律,深刻把握其指导规律,着力回答“是什么”、解决 “怎么做”等问题,不断创新战争和战略指导。

回答“是什么”,前瞻认识智能化战争规律

毛泽东同志指出:“战争的规律——这是任何指导战争的人不能不研究和不能不解决的问题。”今天,在智能化战争初显端倪之际,应前瞻认识智能化战争“是什么”,否则就不能解决“怎么做”,更不可能驾驭未来战争。

智能化战争规律是战争知行体系的重建。智能化战争规律,和冷兵器战争、热兵器战争、机械化战争、信息化战争的规律一样,是战争诸要素间内在的、本质的联系,不同之处在于它有新质的要素和新的要素间的构成模式,本质上是基于智能化革命所引发的战争知行体系的重建。今天,认识智能化战争规律,要抓住智能化和自主化这个基础,抓住构建战争知行体系这个关键,抓住战争力量内涵发生改变这个实质。掌握这些规律,就能克服未来战争中的纷乱和不确定性,从中找出条理和确定性,这是应对智能化战争的客观要求。

智能化战争规律是战争指导规律的依据。毛泽东在《中国革命战争的战略问题》中,首先分析了中国革命战争的特点,揭示了战争规律,然后“由此产生我们的战略战术”,即战争指导规律;在《论持久战》中,他首先说明了“是什么”,再转到研究“怎么做”的问题上,体现了一种认识过程的逻辑顺序。今天,研究智能化战争仍应遵循这一顺序,既不能本末倒置,颠倒顺序;也不能增加、减少或更换环节。要在掌握智能自主这一根本规律的基础上,揭示自主感知、自主规划、自主实施、自主联动、自主评估等战争指导规律。

不懂得智能化战争规律,就不能指导战争。《孙膑兵法》指出:“知道,胜”“不知道,不胜”。道是战争规律,掌握它、行动符合它,就能取胜;反之,则败。毛泽东也强调:“不知道战争的规律,就不知道如何指导战争,就不能打胜仗。”同样,掌握智能化战争规律,是正确指导智能化战争的前提。否则,就难免要被智能化战争的表面现象所迷惑。今天,要通过分析智能化技术群对战争的基础性、长远性和颠覆性影响,研究智能化战争是个什么样子?有哪些规律?应该怎么打?这些都是智能化战争指导必须回答的重大课题。

解决“怎么做”,揭示掌握智能化战争指导规律

智能化战争指导规律是运用智能化战争规律指导实践的中介,起到“桥”和“船”的作用。应在回答“是什么”的基础上解决“怎么做”的问题,提出智能化战争的“游泳术”。

智能化战争指导规律是运用战争规律的规律。认识战争规律的目的在于应用。马克思指出:“哲学家们只是用不同的方式解释世界,而问题在于改变世界。”同样,智能化战争本身迫使指挥员不发现规律则已,一旦发现,就会结合能动性,利用规律为打赢战争服务,这就必然导致智能化战争指导规律的产生。今天,战争是政治的继续仍是智能化战争规律,由此得出智能化战争必须服从服务于政治的指导规律;兵民是胜利之本仍是智能化战争规律,由此得出最广泛地动员民众的指导规律,等等。这些智能化战争指导规律是战争规律派生出来的,是“智能化战争大海中的游泳术”。

充分发挥人在智能化战争中的能动作用。恩格斯说过:“赢得战斗胜利的是人而不是枪。”智能化战争指导规律是实践规律、使用规律。它不是对智能化战争规律的简单“移用”“照搬”,而是加上人的主观能动性,才能转化为战争指导规律。今天,掌握人工智能的军事人才,不仅是智能化武器的操控者,更是人工智能的创造者。人在智能化人机系统中仍处于主体地位,是智能化战争胜负的决定性因素。指挥员应在掌握智能化战争规律的基础上,充分发挥能动性,坚持“技术+谋略”的作战理论生成模式,才能由回答“是什么”向解决“怎么做”转变。

智能化战争指导规律是不断发展的。战争是一条“变色龙”。智能化战争本身也会经历萌芽、发展、成熟等不同阶段,这就必然带来智能化战争指导规律的发展。战争指导者须动态地考察智能化战争,敏锐捕捉智能化战争孕育的新质要素,正确分析新质要素之间关系的变化,不断对智能化战争进行再认识。要紧跟战争形态向智能化加速迈进的历史进程,把握智能化战争发展方向和时代脉搏,把对智能化战争指导规律的研究推向新境界,在未来战场占据战略主动和先机。

紧盯“主动权”,不断创新智能化战争和战略指导

兵无常势,水无常形。在智能化战争已然来临之际,要在遵循智能化战争规律和指导规律的基础上,紧贴现实军事斗争准备,加强对手研究、敌情研究,主动设计“在什么时间”“在什么地点”“和谁打仗”,创新战争和战略指导,牢牢掌握未来战争的战略主动权。

你打你的,我打我的。战争指导艺术的最高境界,就是你打你的、我打我的。“各打各的”要求指挥员在未来智能化战争中,无论处于怎样复杂、困难的环境,首先要立足自身实际,独立自主地使用自己的力量。特别是拥有高技术装备之敌,可能造成暂时的局部的敌之主动、我之被动的局面,这时要通过政治、经济、外交等综合手段,以总体有利态势弥补武器上的劣势,迅速扭转这一局面,恢复主动地位。如果被战略对手牵着鼻子走,就可能吃大亏。

把握时机,因时用兵。《六韬》指出:“用之在于机。”若米尼强调:“全部战争艺术就在于善于待机而动。”一方面,时不至,不可强动。要持重时机,时机未到,应有极大耐心,防止战略盲动。另一方面,时不再来,机不可失。要善于把握时机,一旦遇上有利时机,就要坚决利用,防止畏首畏尾。需要指出的是,要辩证地看待时机成熟问题。未来智能化战争瞬息万变,要求快速决策,而面对不确定性因素,又必须慎重决策。有时及早定下决心,比明天下达更完善的决心也许更有效。因此,要敢于冒一点风险,不然则会坐视成功机会的丧失。

各域有别,因地运筹。克劳塞维茨指出:“战争不像长满庄稼的田地,而像长满大树的土地。收割庄稼时不需要考虑每棵庄稼的形状,收割得好坏取决于镰刀的好坏;而用斧头砍伐大树时,就必须注意到每棵大树的形状和方向。”战略空间不同,战争就不同,战争指导也不一样。当前,战场空间不断由陆海空等传统空间向太空、网络等新型空间拓展,战争指导者应根据多域性、立体性、网络性等特点,探索新的智能化战争规律和指导规律。

瞄准对手,因敌制胜。《孙子兵法》指出:“践墨随敌,以决战事。”约米尼也说过:“不管是谁,如果不了解敌人,怎能知道自己应该如何行动呢?”着眼未来,聪明的战略家应根据轻重、缓急程度,把作战对象区分为主要作战对象和一般作战对象、现实作战对象和潜在作战对象,全面客观地了解不同作战对象的战略意图、兵力部署、作战构想等,提出能充分发挥己方战力优长的新的智能化战争指导规律,实施正确的战争行动。

总之,智能化战争规律是认识过程中的规律,解决“是什么”;指导规律是实践过程中的规律,解决“怎么做”。二者辩证统一,不可分割,构成了认识和指导智能化战争的完整链条。“战胜不复,而应形于无穷。”今天,战争和战略指导者应基于客观情况,深入探索和灵活运用智能化战争规律和战争指导规律,与时俱进创新战争和战略指导。

(作者单位:军事科学院战争研究院)

中國原創軍事資源:http://www.mod.gov.cn/jmsd/2021-03/16/content_4880989.htm?yikikata=7593b488-bf4396b2e061d55553e340f0a68ef7f8888

Chinese Military Review of the Strategic Game Among Major Powers Within Context of Military Intelligence

軍事情報視野下的大國戰略博弈-中國軍事評論

現代英語:

In today’s world, the new military revolution has entered a critical qualitative change stage. Intelligent warfare with ubiquitous intelligence, interconnectedness, human-machine integration, and full-domain collaboration is accelerating. In order to consolidate its position as the world’s hegemon, the United States actively promotes the third “offset strategy” to “change the future war situation”, formulates an artificial intelligence development strategy, accelerates the actual combat testing and exercises of artificial intelligence, and regards intelligent technology as the core of a “disruptive technology group” that can change the “rules of the game”. Military powers such as Russia, Britain, and Israel are unwilling to lag behind and are also stepping up to improve their respective strategic layouts in the field of artificial intelligence. As competition among major powers intensifies, military intelligence will become the new commanding heights of the arms race.

    【Key words】military conflict, artificial intelligence strategy, AI war 【Chinese Library Classification Number】D81 【Document Identification Code】A

    In 2017, Master, known as the evolved version of “AlphaGo”, swept the top Go players on the online Go platform and won 60 consecutive games; in 2019, in the StarCraft II man-machine competition, two top human players were defeated with a score of 1:10; in 2020, in the “Alpha” air combat competition held by the Defense Advanced Research Projects Agency of the United States Department of Defense, the F-16 piloted by the US military ace pilot was completely defeated by the artificial intelligence fighter with a score of 0:5. These events show that the era of artificial intelligence that humans both look forward to and fear has quietly arrived.

    Engels said, “Once technological advances can be used for military purposes and have been used for military purposes, they will immediately and almost forcibly, and often against the will of the commander, cause reforms or even changes in the way of warfare.” At present, the militarized application of artificial intelligence has caused “the winning mechanism of war to undergo an unprecedented transformation, and the center of gravity of combat power generation is undergoing a historic shift.” A new round of scientific and technological revolution, industrial revolution and military revolution provides support for the intelligent era of “controlling energy with intelligence.”

    Military artificial intelligence demonstrates its powerful power in modern warfare

    The drive of the arms race among the major powers is triggering a chain of changes in the military field. In recent years, the world situation has been in a turbulent period, which has triggered a series of geopolitical crises. The concept of “hybrid warfare” has entered the war stage, and military artificial intelligence has entered a new stage of development. The rapid development and comprehensive integration of technologies such as artificial intelligence, big data, cloud computing, and reconnaissance and strike drones have demonstrated their powerful power in modern warfare. Whether it is the physical domain of firepower strikes, the interest domain of economic sanctions, or the cognitive domain of public opinion and psychological control, it makes people deeply feel that military artificial intelligence is becoming popular.

    Assassinating senior Iranian officials, AI becomes a “killing tool” for the US military. On January 3, 2020, then-US President Trump ordered the US military to launch an airstrike on Baghdad International Airport in Iraq without the consent of the US Congress. This airstrike directly killed Iranian senior official Soleimani. Soleimani is the top commander of the “Quds Brigade” of the Iranian Revolutionary Guard. Why was he successfully assassinated by the United States in the capital of Iraq? It is reported that the “Reaper” drone carried out this mission, which “targeted and eliminated” Soleimani by projecting “Hellfire” missiles. The operation was very secretive and could not be detected by radar. Even the US spy satellites did not know the location of the “Reaper” at the time. It should be emphasized that the assassination of Soleimani was an illegal and brutal act of the United States using terrorist means, “one of the war crimes committed by the United States by abusing force”, and its so-called “rules-based international order” is a pure whitewash, and its essence is a true manifestation of hegemony.

    In the Israeli-Palestinian conflict, Israel launched the “first AI war”. In May 2021, Israel launched “Operation Rampart” against Hamas. During the 11-day battle in the Gaza Strip, Israel relied on advanced information collection technology, analytical algorithms and AI-led decision support systems to quickly and effectively select attack targets and use the most appropriate ammunition as needed. Through hundreds of intensive and precise strikes from multiple combat platforms, it paralyzed Hamas and the Palestinian Islamic Jihad Organization’s rocket positions, rocket manufacturing plants, ammunition depots, military intelligence agencies, senior commanders’ residences and other key facilities, destroyed several autonomous GPS-guided submarines of the Hamas Maritime Commando, and killed Bassem Issa and other Hamas senior commanders and senior agents.

    It has been disclosed that the artificial intelligence system used in the war is an algorithm system developed by an elite team code-named 8200. The three systems “Alchemist”, “Gospel” and “Deep Wisdom” hatched by the team were all used in this military operation. The “Alchemist” system can analyze the enemy’s attempt to launch an attack and provide real-time warnings through the communication device carried by individual soldiers. The information fed back by the soldiers will also be collected again and evaluated for the next attack; the “Gospel” system can generate target strike suggestions and mark target information in real time. Commanders can flexibly select important targets and implement strikes based on battlefield conditions; the “Deep Wisdom” system can accurately draw a map of the tunnel network of Hamas armed organizations in the Gaza Strip through intelligence collection and big data fusion such as signal intelligence, visual intelligence, personnel intelligence, and geographic intelligence, forming a situation map that fully reflects the conflict area scenario. The use of these technologies has greatly enhanced the Israeli army’s battlefield situation awareness capabilities. A senior intelligence official of the Israel Defense Forces said that this is “the first time that AI has become a key component and combat power amplifier in fighting the enemy.” The Israeli military believes that the use of AI has brought “super cognitive ability” and even directly calls it “the first artificial intelligence war.”

    In order to seize the technological commanding heights, countries are stepping up their strategic layout of military intelligence

    Artificial intelligence is regarded as a key strategic technology in the Fourth Industrial Revolution. In order to gain the upper hand in the new round of disruptive technology competition, the world’s military and technological powers, led by the United States, have stepped up their strategic layout around military intelligence, and are working intensively and spare no effort.

    The United States attempts to rely on artificial intelligence to maintain its military hegemony. Since 2016, the U.S. Department of Defense has successively issued documents such as “Preparing for the Future of Artificial Intelligence”, “National Artificial Intelligence Research and Development Strategic Plan”, and “Department of Defense Artificial Intelligence Strategy”, which have elevated the development of artificial intelligence to the national strategic level. In order to establish its own “rules of war”, the Pentagon has successively formulated artificial intelligence technology research and development plans, key project concepts, and technical standards and specifications, and focused on building a research and development production and combat application system. In summary, the U.S. military’s layout for the future development of artificial intelligence can be roughly divided into three stages: near, medium, and long. In the first stage, before 2025, with unmanned, stealth, and remote combat platforms as the development focus, a “global surveillance and strike system” will be built, and unmanned systems will become the main means of military intervention by the U.S. military. In the second stage, before 2035, with intelligent combat platforms, information systems, and command and decision-making systems as the development focus, an intelligent combat system will be initially established, and unmanned systems will surpass manned systems and occupy a dominant position in combat. The third stage, before 2050, will focus on the development of technologies such as strong artificial intelligence, nanorobots, and brain networking, fully realize the intelligence of combat platforms, information systems, and command and control, promote the expansion of combat space to biospace, nanospace, and intelligent space, and strive to seek the intelligent combat system to enter the advanced stage.

    The various branches of the U.S. military have also launched and continuously updated their artificial intelligence development plans. The ground unmanned autonomous system has the “U.S. Ground Unmanned System Roadmap” and the “U.S. Robot Development Roadmap”, etc., and plans to achieve intelligent formations and coordinated actions of manned and unmanned by 2030, and realize the mobility of synthetic forces by 2040. The aerial unmanned autonomous system has a special drone development plan, and the long-term goal is to form a complete aerial unmanned equipment system covering high, medium and low altitudes, large, medium, small and micro, ordinary and long flight time. The maritime unmanned autonomous system is divided into two directions. One is to create a new underwater combat system, using multiple unmanned submarines to form a mobile integrated reconnaissance, detection, and strike network, and form an “advanced underwater unmanned fleet”; the other is to accelerate the development of surface unmanned ships and make breakthroughs in the “human-machine cooperation” of surface unmanned ships. In addition, the U.S. Department of Defense has also established partnerships with industry, academia and allies to ensure access to the most advanced artificial intelligence technology support.

    Russia has also put forward its own strategic plan in the field of artificial intelligence. In recent years, Russian President Vladimir Putin has attached great importance to the development of artificial intelligence. He proposed that artificial intelligence is the future for both Russia and all mankind. Whoever becomes a leader in this field will stand out and gain a huge competitive advantage. Artificial intelligence is related to the future of the country. Russian Chief of General Staff Gerasimov said that the Russian army is “developing non-nuclear strategic deterrence forces” through artificial intelligence equipment. Russian Defense Minister Sergei Shoigu said that the Russian army is stepping up the research and development and deployment of military robots, and combat robots will be put into mass production.

    As early as November 2014, Russia adopted a plan to develop combat robots by 2025, proposing that robot systems will account for 30% of the entire weapons and military technology system by 2025. In December 2015, Putin signed a presidential decree to “establish a national robotics technology development center”, providing institutional support for the development of artificial intelligence from a strategic level. In recent years, Russia has successively issued strategic plans such as “Future Russian Military Robot Application Concept”, “National Artificial Intelligence Development Strategy by 2030”, and “Russian Federation Defense Plan 2021-2025”, carried out war games in various complex combat environments, studied the impact of artificial intelligence on various levels such as strategy, campaign and tactics, and strived to build a multi-level and multi-dimensional unmanned intelligent combat system that is interconnected.

    From the perspective of medium- and long-term goals, attacking unmanned equipment is the focus of Russia’s development. In 2019, Russian President Vladimir Putin proposed at the Russian Federation Security Conference that in the next 10 years, the Russian army will vigorously develop combat robot systems that can perform tasks on the battlefield. The short-term goal is to build a multifunctional combat robot force with certain autonomous control capabilities by 2025. According to information, the force will be composed of 5 types of robots, each of which can be independently divided into combat units and can basically complete battlefield combat tasks without or with very little human intervention. At present, the Russian army has started the experimental design work of the heavy and light robot “assault” and “comrade” systems. Some experts analyzed that the combat robot force may become an independent and brand-new branch of the Russian army.

    The United States is wooing its allies to prepare for AI wars, and the AI ​​arms race is intensifying. In recent years, in order to maintain its absolute leading position in the field of artificial intelligence, the United States has stepped up its own AI militarization construction while trying to win over its allies to jointly develop a joint operation AI system in the name of serving the alliance combat system. According to the U.S. “Defense News” website, in September 2020, the U.S. Joint Artificial Intelligence Center has launched the “Defense Partnership Program”, which covers the United Kingdom, France, Israel, Japan, South Korea, Australia, Canada, Finland, Norway, Sweden and other countries. It aims to develop an AI system that is interconnected with the above-mentioned allies and lay the foundation for joint operations in intelligent warfare. It is reported that relevant defense representatives of the United States and its allies have held several meetings around this plan. The United States also claimed that this defense cooperation will “open the door” to more interested U.S. allies.

    The United States’s push will undoubtedly intensify the AI ​​arms race among the world’s major military powers. Among the United States’ many allies, Israel’s AI level is the best. Israel is the world’s largest exporter of military drones; it has the world’s first controllable autonomous unmanned vehicle, the Guardian, which has been equipped to the troops; it is the only country in the world, except the United States, equipped with unmanned surface vessels, and has many types of unmanned surface vessels such as the Protector, Stingray, and Seagull.

    Other major countries are also stepping up their layout in the field of artificial intelligence. The United Kingdom has formulated an artificial intelligence development path of “universities as the source, military-civilian integration”, and issued the “National Artificial Intelligence Strategy” and the “Robots and Artificial Intelligence” strategic plan. France has formulated the “French Artificial Intelligence Strategy” and the “French Artificial Intelligence Plan”. Since 2018, it has increased its defense budget year by year and continuously increased investment in the research and development of artificial intelligence weapons. Germany has the world’s largest artificial intelligence research center. In 2018, it issued the “Artificial Intelligence Strategy” and planned to create an “Artificial Intelligence Made in Germany” brand by 2025. Japan has successively issued the “Artificial Intelligence Strategy”, “New Robot Strategy” and “Comprehensive Science and Technology Innovation Strategy”, and established the “Innovative Intelligence Comprehensive Research Center” to focus on the development of artificial intelligence-related technologies. In January 2021, the Australian Department of Defense issued the “Fighting the Artificial Intelligence War: Operational Concepts for Future Intelligent Warfare”. This document focuses on how to apply artificial intelligence to land, sea and air combat.

    As some experts have said, “Intelligent technology is a double-edged sword. While it promotes the evolution of warfare to intelligent warfare, it also brings about a series of new war ethics issues and dilemmas in the law of war.” What changes will artificial intelligence bring to human society? This issue deserves in-depth thinking and continued attention.

    (The author is the director of the News Research Department of Guangming Daily)

    【References】

    ①Wu Mingxi: Intelligent Warfare—AI Military Vision, Beijing: National Defense Industry Press, January 2020.

    ②Guo Ming: “Basic Understanding of Intelligent Warfare”, “People’s Forum·Academic Frontier”, Issue 10, 2021.

    ③ Ding Ning and Zhang Bing: “Development of Intelligent Weapons and Equipment of Major Military Powers in the World”, “Military Digest”, Issue 1, 2019.

    ④ Ge Yan and Jia Zhenzhen: “Future Combat Concepts and Combat Styles under Military Transformation”, “Military Digest”, Issue 15, 2020.

    ⑤He Fuchu: “The Future Direction of the New World Military Revolution”, Reference News, August 23, 2017.

    ⑥Ma Junyang: “Russian-made unmanned intelligent weapons debut in Syria”, People’s Liberation Army Daily, December 30, 2019.

Geng HaijunPeople’s Forum (July 1, 2022, Issue 03)

現代國語:

當今世界,新軍事變革進入關鍵性變遷階段,智慧泛在、萬物互聯、人機共融、全局協同的智慧化戰爭正加速演進。為鞏固世界霸主地位,美國積極推行“改變未來戰局”的第三次“抵消戰略”,制定人工智能發展戰略,加速人工智能實戰檢驗和演習,將智能科技視作可改變“遊戲規則”的“顛覆性技術群”的核心。俄羅斯、英國、以色列等軍事強國不甘落後,也加緊完善各自在人工智慧領域的戰略佈局。大國競爭加劇,軍事智慧化將成為新的軍備競賽制高點。

【關鍵字】軍事衝突 人工智慧戰略 AI戰爭 【中圖分類號】D81 【文獻識別碼】A

2017年,被稱為進化版「阿爾法狗」的Master在圍棋網路平台橫掃圍棋界頂尖高手,豪取60連勝;2019年,星際爭霸Ⅱ遊戲人機對抗賽中,兩位人類頂尖選手以1:10的比數慘敗;2020年,在美國國防部高級研究計畫局舉辦的「阿爾法」空中格鬥競賽中,由美軍王牌飛行員駕駛的F-16以0:5完敗於人工智慧戰鬥機。這些事件表明,人類既期待又畏懼的人工智慧時代已經悄悄到來。

恩格斯說,「一旦技術上的進步可以用於軍事目的並且已經用於軍事目的,它們便立刻幾乎強制地,而且往往是違反指揮官的意志而引起作戰方式上的改革甚至變革」。當下,人工智慧的軍事化應用使「戰爭的致勝機制正在發生前所未有的嬗變,戰鬥力生成的重心正發生歷史性的位移」。新一輪科技革命、產業革命和軍事革命為「以智地」的智慧化時代提供了支撐。

軍事人工智慧在現代戰爭中展現出強大威力

大國軍備競賽的驅動,正引發軍事領域鍊式變革。近年來,世界局勢處於動盪不安時期,由此引發了一系列地緣政治危機,「混合戰爭」概念登上戰爭舞台,軍事人工智慧進入發展新階段。人工智慧、大數據、雲端運算、察打一體無人機等技術的快速發展、全面融合,在現代戰爭中展現出強大威力。無論是火力打擊的物理域、經濟制裁的利益域,或是輿情心理控制的認知域,無不使人深刻感受到軍事人工智慧正在大行其道。

刺殺伊朗高官,AI成為美軍「殺人工具」。 2020年1月3日,時任美國總統川普未經美國國會同意,下令讓美軍空襲伊拉克巴格達國際機場。這次空襲,直接殺死了伊朗高官蘇萊曼尼。蘇萊曼尼是伊朗革命衛隊「聖城旅」最高指揮官,為何會被美國在伊拉克首都暗殺成功?有消息透露,實施這項任務的是「收割者」無人機,它透過投射「地獄火」飛彈,對蘇萊曼尼進行了「定點清除」。這次行動十分隱秘,雷達無法偵測到,連美軍間諜衛星都不知道這架「收割者」當時的位置。需要強調的是,刺殺蘇萊曼尼,是美國動用恐怖主義手段的非法和殘暴行徑,“是美國濫用武力犯下的戰爭罪行之一”,其所謂的“基於規則的國際秩序”是純粹的粉飾,本質是霸權主義的真實表露。

在巴以衝突中,以色列打響了「第一次AI戰爭」。 2021年5月,以色列對哈馬斯發起「城牆衛兵行動」。在加薩地帶11天的戰鬥中,以色列依靠先進的資訊收集技術、分析演算法和人工智慧主導的決策支援系統,快速有效地選擇攻擊目標並根據需要使用最合適的彈藥,透過數百次多種作戰平台的密集、精確打擊,癱瘓了哈馬斯和巴勒斯坦伊斯蘭聖戰組織的火箭陣地、火箭製造廠、彈藥倉庫、軍事情報機構、高級指揮官住所等關鍵設施,摧毀了哈馬斯海上突擊隊多艘自主GPS制導潛艇,擊殺了巴塞姆·伊薩等多名哈馬斯高級指揮官和高級特工。

有資訊揭露,此次應用於戰爭的人工智慧系統,是由一支代號8200的精英小組所開發的演算法系統。由該小組孵化的「煉金術士」「福音」「深度智慧」三個系統,全部被用於這次軍事行動。 「煉金術士」系統可對敵方發動攻擊的企圖進行分析,並透過單兵攜帶的通訊裝置即時預警,而士兵回饋的訊息也會被重新收集並對下一次攻擊作出評估;「福音」系統可產生目標打擊建議,並即時標記目標訊息,指揮人員結合戰場情況可靈活選擇重要目標並實施打擊;「深度智慧」系統透過訊號情報、視覺情報、人員情報、地理情報等情報收集和大數據融合,可精確繪製哈馬斯武裝組織在加薩地帶的地道網絡圖,形成了全面反映衝突區域情景的態勢圖。這些技術的運用,大大提升了以軍的戰場態勢感知能力。以色列國防軍一名高級情報官員表示,這是「AI第一次成為與敵人作戰的關鍵組成部分和戰力放大器」。以色列軍方認為,使用AI帶來了“超認知能力”,甚至直接稱其為“第一場人工智慧戰爭”。

各國為搶佔技術制高點,加緊軍事智慧化戰略佈局

人工智慧被視為第四次工業革命的關鍵性戰略技術,為謀求在新一輪顛覆性技術爭奪中獨佔鰲頭,以美國為首的世界軍事科技強國圍繞軍事智能化加緊戰略佈局,可謂緊鑼密鼓、不遺餘力。

美國企圖依賴人工智慧維持其軍事霸權。自2016年以來,美國防部連續推出《為人工智慧的未來做好準備》《國家人工智慧研究與發展戰略規劃》《國防部人工智慧戰略》等文件,將人工智慧發展提升至國家戰略層面。五角大廈為確立由自己主導的“戰爭規則”,相繼制定了人工智慧技術研發規劃、重點專案設想和技術標準規範等,著力建構研發生產和作戰運用體系。概括起來看,美軍對未來人工智慧發展的佈局大致可分為近、中、遠三個階段。第一階段,2025年前,以無人化、隱身化、遠程化作戰平台為發展重點,建構“全球監視打擊體系”,無人系統成為美軍軍事幹預的主要手段。第二階段,2035年前,以智慧化作戰平台、資訊系統、指揮決策系統為發展重點,初步建成智慧化作戰體系,無人系統將超過有人系統,居於作戰的主導地位。第三階段,2050年前,以強人工智慧、奈米機器人、腦聯網等技術為發展重點,全面實現作戰平台、資訊系統、指揮控制智慧化,推動作戰空間向生物空間、奈米空間、智慧空間拓展,努力尋求智慧化作戰體系進入高階階段。

美軍各軍種也相繼推出並不斷更新其人工智慧發展規劃。地面無人自主系統有《美國地面無人系統路線圖》《美國機器人發展路線圖》等,計畫在2030年實現有人與無人的智慧編隊、協同行動,2040年實現合成兵力機動。空中無人自主系統有專項的無人機發展規劃,長遠目標是形成覆蓋高、中、低空,大、中、小微型,普通與長航時完備的空中無人裝備體系。海上無人自主系統分兩個方向,一個是打造新型水下作戰體系,利用多個無人潛航器組成機動式一體化偵察、偵測、打擊網絡,組成「先進水下無人艦隊」;另一個是加速發展水面無人艦艇,在水面無人艇「人機合作」方面取得突破。此外,美國防部也與工業界、學術界和盟國建立夥伴關係,確保獲得最先進的人工智慧技術支援。

俄羅斯在人工智慧領域也提出了自己的戰略計畫。近年來,俄羅斯總統普丁高度重視人工智慧發展,他提出,無論對俄羅斯或全人類,人工智慧都是未來,誰成為這個領域的領導者,誰就會脫穎而出,進而獲得巨大的競爭優勢,人工智慧關係國家未來。俄總參謀長格拉西莫夫稱,俄軍正透過人工智慧裝備「發展非核手段戰略威懾力量」。俄國國防部長紹伊古則表示,俄軍正加緊進行軍用機器人的研發、列裝工作,戰鬥機器人將投入量產。

早在2014年11月,俄羅斯就通過了2025年前發展作戰機器人計劃,提出2025年機器人系統將佔整個武器和軍事技術系統的30%。 2015年12月,普丁簽署「成立國家機器人技術發展中心」總統令,從戰略層面為人工智慧的發展提供了體制支撐。近幾年,俄羅斯先後推出了《未來俄軍用機器人應用構想》《2030年前人工智慧國家發展戰略》《2021—2025年俄聯邦國防計畫》等戰略規劃,開展了各種複雜作戰環境下的兵棋推演,研究人工智慧對戰略、戰役和戰術等各層面的影響,努力建構多層次相互智能化、相互智能化體系的無個人化作戰。

從中長目標來看,攻擊無人裝備是俄羅斯發展的重點。 2019年,俄羅斯總統普丁在俄聯邦安全會議上提出,未來10年俄軍將大力發展能在戰場上執行任務的戰鬥機器人系統。近期目標,是2025年建造具有一定自主控制能力的多功能戰鬥機器人部隊。根據資料介紹,該部隊將由5種機器人組成,每種機器人都可以獨立劃分為作戰單元,可在無需人工或僅需很少人工幹預下,基本完成戰場作戰任務。目前,俄軍已啟動重型和輕型機器人「突擊」及「戰友」系統的試驗設計工作。有專家分析,戰鬥機器人部隊或將成為俄獨立的、具有全新意義的兵種。

美國拉攏盟友備戰AI戰爭,人工智慧軍備競賽加劇。近年來,美國為維持在人工智慧領域的絕對領先地位,在加緊推進自身人工智慧軍事化建設的同時,也以服務聯盟作戰體系為名,試圖拉攏盟友共同開發聯合操作人工智慧系統。根據美國「防務新聞」網站報道,2020年9月,美聯合人工智慧中心已啟動“防務夥伴關係計畫”,該計畫涵蓋英國、法國、以色列、日本、韓國、澳洲、加拿大、芬蘭、挪威、瑞典等國,旨在開發與上述盟國互聯互通的人工智慧系統,為智能化戰爭聯合作戰奠定基礎。有報導稱,圍繞這個計劃,美國及其盟友的相關國防代表已多次召開會議。美國還聲稱,這個國防合作將向更多感興趣的美國盟友「敞開大門」。

美國的助推,無疑將使全球主要軍事大國間的人工智慧軍備競賽愈演愈烈。在美國眾多盟友中,以色列的人工智慧水準獨領風騷。以色列是世界最大的軍用無人機出口國;擁有世界上第一種可控的自主式無人車——“守護者”,並已裝備部隊;是世界上除美國之外僅有的裝備了無人水面艇的國家,擁有“保護者”“黃貂魚”“海鷗”等多型無人水面艇。

其他大國也加緊佈局人工智慧領域。英國制定了「高校為源、軍民融合」的人工智慧發展路徑,推出了《國家人工智慧戰略》《機器人與人工智慧》戰略規劃。法國制定有《法國人工智慧戰略》《法國人工智慧計畫》,從2018年起逐年增加國防預算,不斷增加人工智慧武器研發投資力道。德國擁有世界上最大的人工智慧研究中心,2018年發布了《人工智慧戰略》,計畫2025年前打造「人工智慧德國製造」品牌。日本先後推出《人工智慧戰略》《新機器人戰略》《科技創新綜合戰略》,成立“革新智慧綜合研究中心”,集中開發人工智慧相關技術。 2021年1月,澳洲國防部發表《打好人工智慧戰爭:未來智慧化戰爭之作戰構想》。這份文件著重探討如何將人工智慧應用到陸、海、空作戰領域。

正如一些專家所言:「智慧科技是一把雙面刃,在推動戰爭形態向智慧化戰爭演變的同時,也帶來一系列全新的戰爭倫理問題和戰爭法困境。」人工智慧將為人類社會帶來哪些變革?這一問題值得深入思考並持續關注。

(作者為光明日報社新聞研究部主任)

【參考文獻】

①吳明曦:《智能化戰爭-AI軍事暢想》,北京:國防工業出版社,2020年1月。

②郭明:《關於智慧化戰爭的基本認知》,《人民論壇‧學術前線》,2021年第10期。

③丁寧、張兵:《世界主要軍事強國的智慧化武器裝備發展》,《軍事文摘》,2019年第1期。

④葛妍、賈珍珍:《軍事變遷下的未來作戰概念與作戰樣式》,《軍事文摘》,2020年第15期。

⑤賀福初:《世界新軍事革命未來走向》,《參考消息》,2017年8月23日。

⑥馬浚洋:《俄製無人智慧武器亮相敘利亞》,《解放軍報》,2019年12月30日。

中國原創軍事資源:https://paper.people.com.cn/rmlt/html/2022-07/01/content_2593935188.htm

Artificial Intelligence is Driving Profound Changes in Chinese Warfare

人工智慧正在推動中國戰爭發生深刻變化

現代英語:

In recent years, with the rapid development of artificial intelligence technology and its widespread application in the military field, the form of war and combat style have been constantly changing. Some foreign academic articles believe that artificial intelligence is reshaping the form of combat forces, enhancing the effectiveness of combat systems, improving the effectiveness of combat command, and improving the quality of combat coordination, promoting profound changes in combat activities.

Reshaping the combat force

These academic articles point out that combat forces are mainly composed of combat personnel, weapons and equipment, and organizational structures, and are undergoing tremendous changes under the influence of artificial intelligence technology.

From the perspective of personnel structure, with the widespread application of artificial intelligence technology and related equipment systems in the military field, the demand for professionals with the ability to develop, manage, use and maintain artificial intelligence technology has increased significantly, and the proportion of technical personnel in combat forces will continue to increase. Frontline combat personnel are no longer just direct operators of weapons, but are gradually transforming into battlefield monitors, system commanders and key decision makers in human-machine collaborative operations, and the requirements for their scientific and technological literacy and information processing capabilities have been greatly improved.

From the perspective of the equipment system, intelligent weapons and equipment such as drones, unmanned combat vehicles, and intelligent missiles will appear in large numbers and become an important part of the equipment system. These equipment are highly accurate and flexible, with stronger autonomous combat capabilities, and can independently complete tasks such as reconnaissance and strikes, greatly changing the traditional equipment structure and combat mode. In addition, traditional weapons and equipment will also accelerate intelligent transformation by adding intelligent sensors, communication modules, and automatic control systems, so as to have the ability to interconnect and cooperate with artificial intelligence systems. For example, old tanks can be upgraded and transformed to realize functions such as automatic driving, automatic aiming, and intelligent ammunition loading, thereby improving overall combat effectiveness.

From the perspective of combat unit formation, unmanned combat systems will gradually develop from auxiliary combat forces to independent combat units and organize them, relying on their unique advantages in high-risk and high-intensity combat environments. Research reports from some think tanks in Western countries believe that drone swarm combat forces and unmanned combat vehicle battalions will become common combat formations, which can complete a variety of tasks such as reconnaissance and surveillance, intelligence analysis, and firepower strikes. In order to give full play to the respective advantages of artificial intelligence and human warriors, human-machine mixed formations will also become the main form of future combat forces. In this formation, human warriors and intelligent weapons and equipment work closely together to complete combat missions.

Enhance combat system effectiveness

Judging from the evolution trend, intelligent technology will integrate unmanned equipment across domains and empower traditional combat platforms, and will become the “enabler” of future system warfare.

At present, many military experts in Western countries believe that artificial intelligence can conduct a comprehensive analysis and evaluation of various elements of the combat system, identify weak links and optimization space in the system, and provide a scientific basis for the construction and adjustment of the combat system. By optimizing the structure and function of the combat system, the overall effectiveness and stability of the combat system can be improved, making it more competitive when facing a changing battlefield environment and a powerful combat system.

During the combat process, artificial intelligence can analyze the combat systems of both sides in real time, predict the opponent’s possible actions and weaknesses, propose targeted system confrontation strategies, and continuously adjust and optimize according to the actual situation in the combat process to achieve efficient operation of one’s own combat system and improve the quality and effectiveness of combat system confrontation.

Western militaries believe that based on the advantages of artificial intelligence empowerment, they can greatly enhance security risk defense capabilities. By automatically predicting, identifying, discovering, and handling complex security risks, they can autonomously protect personnel, equipment, and materials from various attacks, improve all-domain and all-round defense capabilities, and ensure the safety and stability of the combat system.

Improving combat command effectiveness

At present, artificial intelligence has been deeply integrated into all aspects of combat command, affecting the external manifestations and main activities of combat command. Human-machine intelligent fusion control supported by artificial intelligence technology will become the basic form of combat action control.

Some foreign research institutions have found that artificial intelligence systems can quickly analyze the situation based on real-time battlefield situations and a large amount of historical data, generate multiple combat plans, and timely deduce and evaluate plans, adjust and optimize actions, provide commanders with more scientific and reasonable decision-making suggestions, and efficiently guide the execution of plans, so that combat planning can keep up with the rapidly changing battlefield rhythm. Especially when facing rapidly changing battlefield situations, it can help commanders make accurate judgments more quickly.

With the continuous development of artificial intelligence technology, some intelligent combat systems have a certain degree of autonomous decision-making capabilities. In certain situations, such as facing sudden threats or the temporary appearance of fighter jets, combat command systems assisted by artificial intelligence can make decisions and take actions autonomously within the preset rules and authority range, shorten the decision-making chain, and improve the response speed and flexibility of combat. When the combat terminal has stronger intelligent autonomy, it can even realize the self-generation, self-evaluation, and self-adjustment of combat plans, breaking through the limitations of human reaction capabilities and forming a more adaptive combat command.

Many experiments have proved that based on the accumulation of massive combat data and the enhancement of big data analysis technology, artificial intelligence technology can accurately calculate the entire process of combat planning under simulation conditions, helping commanders to accurately analyze the situation in advance, comprehensively judge trends, and reasonably plan trends. Then, through combat simulation, simulation and deduction, etc., it can virtually carry out activities such as calculation of combat force requirements and optimization of tactics and actions. In the planning process, it can scientifically and dynamically adjust combat plan strategies to form the best option, provide more reliable reference basis for combat command, and improve the accuracy of command and control.

Improve the quality of combat coordination

As artificial intelligence technology is deeply integrated into the combat system, the responsiveness of various combat elements on the battlefield continues to improve, the response time is gradually shortened, the adaptability level is gradually enhanced, and the quality of combat coordination is continuously improved.

Some military experts in Western countries believe that the battlefield of the future will be cross-domain, networked, and nonlinear. Artificial intelligence can break the boundaries between various combat domains and combat elements through efficient algorithms, making the coordination between different combat forces closer and more efficient. Based on artificial intelligence technology, autonomous coordination and cooperation between manned and unmanned combat forces can be achieved, so that manned and unmanned combat forces can complement each other and complement each other, significantly improving combat effectiveness. Moreover, the application of unmanned combat systems is becoming more and more extensive. Artificial intelligence technology can perform cluster control and collaborative management of a large number of unmanned combat platforms, achieve efficient coordination and task allocation between them, and improve the overall effectiveness and safety of unmanned combat.

China Military Network Ministry of National Defense Network

Tuesday , February 11, 2025

現代國語:

黃永剛

近年來,隨著人工智能技術的迅猛發展及其在軍事領域的廣泛運用,戰爭形態和作戰樣式不斷發生嬗變。國外一些學術文章認為,人工智能正在重塑作戰力量形態、增強作戰體系效能、提升作戰指揮實效、提高作戰協同質量,推動作戰活動發生深刻變化。

重塑作戰力量形態

這些學術文章指出,作戰力量主要由作戰人員、武器裝備及編組方式等整體構成,受人工智能技術影響,正發生著巨大變化。

從人員結構上看,隨著人工智能技術及相關裝備系統在軍事領域的廣泛應用,對具備人工智能技術研發、管理、使用和維護能力的專業人才需求大幅上升,技術人員在作戰力量中的佔比將不斷提高。一線作戰人員不再只是武器的直接操作者,而是逐漸向戰場監控者、系統指揮員和人機協同作戰中的關鍵決策者轉變,對其科技素養和信息處理能力的要求大大提高。

從裝備體系上看,無人機、無人戰車、智能導彈等智能武器裝備將大量出現,並成為裝備體系的重要組成部分。這些裝備具有高度的精確性和靈活性,自主作戰能力更強,能夠獨立完成偵察、打擊等任務,極大地改變了傳統的裝備結構和作戰模式。此外,傳統武器裝備也將通過加裝智能傳感器、通信模塊和自動控制系統等,加速進行智能化改造,以具備與人工智能系統互聯互通和協同作戰的能力。如老式坦克通過升級改造,可以實現自動駕駛、自動瞄准和智能彈藥裝填等功能,提升整體作戰效能。

從作戰單元編成上看,無人作戰系統憑借其在高風險、高強度作戰環境中的獨特優勢,將逐漸從輔助作戰力量發展為獨立的作戰單元並進行編組。西方國家一些智庫的研究報告認為,無人機集群作戰部隊、無人戰車營等將成為常見的作戰編制,它們可以完成偵察監視、情報分析、火力打擊等多種任務。為了充分發揮人工智能與人類戰士的各自優勢,人機混合編隊也將成為未來作戰力量的主要編成形式。在這種編隊中,人類戰士與智能武器裝備緊密配合,共同完成作戰任務。

增強作戰體系效能

從演進趨勢看,智能化技術跨域集成無人裝備、賦能傳統作戰平台,將成為未來體系作戰的“賦能器”。

目前,西方國家很多軍事專家認為,人工智能可以對作戰體系的各個要素進行全面分析和評估,找出體系中的薄弱環節和優化空間,為作戰體系的建設和調整提供科學依據。通過優化作戰體系的結構和功能,可以提高作戰體系的整體效能和穩定性,使其在面對多變戰場環境和強大作戰體系時更具競爭力。

在作戰過程中,人工智能可實時分析作戰雙方的作戰體系,預測對方的可能行動和薄弱點,提出針對性的體系對抗策略,並根據作戰過程中的實際情況不斷調整和優化,以實現己方作戰體系的高效運行,提升作戰體系對抗質效。

西方國家軍隊認為,基於人工智能賦能優勢,可以大大增強安全風險防御能力,通過自動預測、識別、發現、處置復雜安全風險,自主化保護人員、裝備、物資免受各類攻擊,能夠提升全領域、全方位防衛能力,確保作戰體系的安全性和穩定性。

提升作戰指揮實效

當前,人工智能已深度融入作戰指揮的各個環節,影響著作戰指揮的外在表現形式及主要活動方式。人工智能技術支撐下的人機智聯融合控制,將成為作戰行動控制的基本形態。

國外一些研究機構發現,人工智能系統可以根據實時戰場態勢和大量歷史數據,快速分析態勢,生成多種作戰方案,並及時推演評估方案、調整優化行動,為指揮員提供更科學合理的決策建議,高效指導計劃執行,讓作戰籌劃跟上快速變化的戰場節奏。尤其是在面對瞬息萬變的戰場情況時,能夠幫助指揮員更快地作出准確判斷。

隨著人工智能技術的不斷發展,一些智能作戰系統具備了一定的自主決策能力。在特定情況下,如面對突發的威脅或臨時出現的戰機,基於人工智能輔助的作戰指揮系統可以在預設的規則和權限范圍內,自主作出決策並采取行動,縮短決策鏈路,提高作戰的反應速度和靈活性。當作戰末端具備更強智能自主能力時,甚至可以實現作戰方案自生成、自評估、自調整,突破人的反應能力局限,形成更具適應性的作戰指揮。

很多實驗證明,基於海量作戰數據的積累和大數據分析技術的增強,人工智能技術可在模擬條件下對作戰籌劃全程進行精確計算,助力指揮員預先精准分析態勢、綜合研判趨勢、合理規劃走勢,進而通過作戰仿真、模擬推演等方式,虛擬開展參戰力量需求計算、戰法行動優化優選等活動,進而在籌劃過程中科學動態調整作戰方案策略,形成最佳選項,為作戰指揮提供更可靠的參考依據,提升指揮控制精確性。

提高作戰協同質量

隨著人工智能技術深度融入作戰體系,各作戰要素在戰場上的反應能力不斷提高,響應時間逐步縮短,適應水平日漸增強,作戰協同質量不斷提升。

西方國家一些軍事專家認為,未來戰場將呈現跨域、網絡化、非線性等特點,人工智能可以通過高效的算法,打破各作戰域、各作戰要素之間的界限,使不同作戰力量之間的協同更加緊密和高效。基於人工智能技術,可實現有人無人作戰力量編組之間的自主協同配合,使得有人無人作戰力量相互補充、相得益彰,顯著提升作戰效能。而且,無人作戰系統的應用越來越廣泛,人工智能技術可以對大量無人作戰平台進行集群控制和協同管理,實現它們之間的高效配合和任務分配,提高無人作戰的整體效能和安全性。

中國軍網 國防部網

2025年2月11日,星期二

中國原創軍事資源:http://www.81.cn/szb_223187/szbxq/index.html?paperName=jfjb&paperDate=2025-02-11&paperNumber=07&articleid=949008889

Understanding Phased Characteristics of Chinese Military Evolution of Intelligent Warfare

認識中國軍事智能化戰爭演進的階段性特徵

現代英語:

Source: China Military Network – People’s Liberation Army Daily 

Author: Xu Yatao Liu Jingyi Editor: Shang Xiaomin 

Release: 2024-08-20 06:xx:xx

Military technological innovation and the development of weapons and equipment that materialize it are the internal driving force and determining factor of the evolution of war forms. Revolutionary military technology usually promotes the transformation of war forms from quantitative change to qualitative change according to the logical chain of “military technology-weapons and equipment-operating methods-organizational forms-war forms”. At present, technological self-drive, operational traction and strategic investment respectively form an iterative and mutually reinforcing cycle with intelligent technological innovation. The superposition of the three cycles forms a continuous acceleration effect, which is accelerating the innovation of military technology and the evolution of war forms. The great development and application of intelligent technology are driving the evolution of intelligent warfare to present three-stage characteristics.

Near term: The third wave of AI is approaching its peak, shallowly empowered unmanned platforms are being used extensively as weapons, and human-led primary intelligent warfare is gradually maturing

Combat applications accelerate the third wave to its peak. A new round of artificial intelligence technology represented by deep learning and intelligent big models is developing at a high speed, and is constantly empowering unmanned platforms. It has been initially and widely used in the military in the fields of target recognition, situation analysis, information processing, and decision support, forming an intelligent technology innovation cycle based on combat applications, namely “unmanned platform application-military intelligence needs-intelligent technology innovation-unmanned intelligent application”. Thanks to the acceleration of this innovation cycle, but also subject to the unexplainable nature of statistical learning, the unreliability of emergent generation, and the high energy consumption “capping” of required resources, referring to the development process and rise and fall cycle of artificial intelligence, the third wave of artificial intelligence is expected to reach its peak within ten years.

Artificial intelligence has superficially empowered unmanned platforms. Machines process massive amounts of data, automatically identify and analyze multimodal information such as text, voice, and images, and individual intelligence has gradually matured. Expert intelligence for specific fields has achieved breakthroughs, mainly applied to weapons and equipment and tactical operations. The “OODA” loop is mainly based on the “man in the loop, man in the lead” mode. Artificial intelligence mainly participates in a certain implementation stage or a specific action of combat tasks such as reconnaissance and surveillance, situational awareness, information processing, auxiliary decision-making, and killing and striking in the form of single equipment and single elements. The focus is to enhance the combat capability of existing weapons and equipment through the embedding, upgrading and transformation of unmanned intelligent technology, and to use intelligent technology for combat mission planning to improve the quality and efficiency of command and decision-making.

Intelligent warfare in the initial stage is developing rapidly. As an important tool of manned forces, unmanned platforms play a role in expanding the role of humans in combat operations. Their large-scale use at the tactical level has formed a certain scale, and their proportion has gradually increased, and a mixed combat formation mode of man and machine has emerged. However, the intelligent warfare at this stage is a mechanized information warfare with intelligent components, and the intelligent content is relatively low. It is basically a summary and extension of past war experience. It still uses command-based combat as the main command mode. It belongs to unmanned augmented manned combat, which can realize remote control, stealth penetration reconnaissance and surveillance, unmanned front and manned close-range remote control combat, system support, remote control of air-to-ground precision strikes and other combat styles.

Mid-term: Qualitative AI emerges and rapidly iterates, deeply empowered unmanned platforms play a leading role in combat, and intelligent-led “three-in-one” integrated warfare accelerates evolution

The game between great powers is accelerating the arrival of strong artificial intelligence. Human beings mainly rely on logical reasoning and intuition to understand the world. The advantage of artificial intelligence lies in logical reasoning, but it will take at least one or two rounds of disruptive breakthroughs to produce reliable intuition. Possible technical routes include constructing electronic neural systems close to biological neural networks, that is, brain-like computing, and quantum computing that breaks through the limitations of classical computers. These are gradually moving from theoretical research to practical applications. This stage is the accumulation period of quantitative change from specialized to general artificial intelligence. Unmanned intelligence has become a key variable in the game between major powers. The enhanced strategic investment of various countries will quickly promote the innovation of unmanned intelligent technology and transmit it to combat operations. The significantly improved combat effectiveness will stimulate further strategic investment, forming an intelligent technology innovation cycle based on strategic investment, that is, “strategic investment-technical innovation-combat operation-strategic investment”. This cycle will inevitably accelerate the arrival of strong artificial intelligence.

Artificial intelligence deeply empowers the combat system. With platform autonomy, unmanned battlefield, force integration, and human-machine collaboration as the main signs, highly self-organized collaborative operations between various unmanned platforms (systems) and efficient collaborative operations between manned and unmanned systems are realized. The “OODA” loop is mainly based on the “man in the loop, man-machine collaboration” mode. The artificial intelligence technology group is embedded in a certain combat process in an independent small-scale organization, or directly undertakes the specific tasks of a certain combat module. Artificial intelligence begins to be fully integrated into all aspects of the combat system, and the war situation is accelerating its evolution towards intelligence. The autonomy of the platform is greatly enhanced, and autonomous perception, judgment, decision-making, adjustment, and action, group intelligent collaboration has gradually matured, and front-line autonomous collaboration has become the norm. The scope of application has been expanded to include firepower strikes, logistics support, combat planning, and combat management, playing an important role in combat command.

The integration of the “three transformations” is moving towards intelligence-led warfare. From the emergence of iconic innovative technologies to the formation of a new form of warfare, a transmission cycle is required, including technology transformation, equipment deployment, force building, organizational formation, and tactics research. The primary intelligent warfare that integrates the “three transformations” will continue for a historical stage, and its gradual development is reflected in the increasing scale of unmanned platform use, the deepening of artificial intelligence empowerment, and the increasing coordination between manned and unmanned. The content of intelligence continues to increase, intelligent unmanned equipment begins to dominate, manned and unmanned coordination becomes the basic way to generate combat power, and intelligent empowerment gradually goes from shallow to deep. Unmanned intelligence plays a major combat role and becomes the “center” of a war.

A large number of specialized unmanned intelligent forces have emerged. In this stage of intelligent warfare, intelligent unmanned platforms have surpassed manned platforms at the battle level and occupied a dominant position, and the human-machine collaborative combat formation mode has become the main body. Possible typical combat styles: First, the first battle assault, the unmanned intelligent system that integrates reconnaissance, interference, deception, and strikes is used on a large scale in the first round of assaults, replacing the current style of long-range precision strike weapons as the main first round of assaults. The second is concealed deployment, in peacetime, a large number of unmanned intelligent devices are secretly deployed, and in wartime, they are triggered to wake up and strike the enemy with one strike, replacing the current style of using mobile forces to quickly deploy into the combat area. The third is unmanned swarm combat, autonomous coordination replaces planned coordination, and implements swarm-type destructive operations through “swarm” saturation attack to consume high value at low cost. The fourth is real-time human-machine collaborative combat, where manned and unmanned mixed forces realize multi-domain operations and collaborative operations in complex battlefield environments.

Long-term stage: “Intelligence explosion singularity” gives birth to super artificial intelligence, super-powerful unmanned platforms replace humans in all fields, and super-intelligent unmanned war finally arrives

Technology self-drive accelerates the iteration of strong artificial intelligence. The “technological singularity” theory holds that whenever humans invent a technology, they will invent new technology based on that technology. The higher the current technological level, the faster the next generation of new technology will come. The general trend is to first go through a period of slow growth, then achieve exponential progress, and finally enter a stable period under the constraints of objective resource conditions, and breed the seeds of the next epoch-making technology. For intelligent technology, the development from strong artificial intelligence to super artificial intelligence is at a high level of exponential growth. Supported by the intelligent technology innovation cycle based on technology self-drive, once strong artificial intelligence is realized, the “intelligence explosion singularity” will soon come, that is, super artificial intelligence that surpasses human intelligence will appear, and humans will usher in a truly intelligent unmanned war.

The style and characteristics of super-intelligent unmanned warfare. In this stage, super artificial intelligence and unmanned platforms are fully integrated, and the embodied intelligence with it as the brain is highly developed. Super-powered unmanned platforms become the absolute main force on the battlefield. In the stage of super-intelligent unmanned warfare, the main combat equipment, combat organization, combat space, etc. will undergo subversive changes. Its main characteristics are super-powered unmanned platforms, almost completely unmanned, and global space combat. Unmanned platforms with super-intelligent, super-mobile, and super-firepower performance will autonomously carry out combat missions under human authorization and simulate human thinking to implement actions. Fast, compact, and dense intelligent weapons will autonomously construct a giant, complex, and adaptive combat system to create an extremely complex battlefield environment. The main combat space has expanded and even shifted from the traditional land, sea and air battlefields to the deep sea, space, cyberspace and other fields, with the latter becoming the main battlefields that determine the outcome of wars. Intelligent “bee swarms”, “wolf packs” and “shark swarms” have completely replaced manned and unmanned collaboration, realizing true “man outside the loop” autonomous decision-making.

In summary, corresponding to the peak of the third wave and the realization of strong artificial intelligence and super artificial intelligence, the evolution of intelligent warfare can be divided into three stages: near-term, mid-term and long-term. In line with the trend requirements of the three stages of the evolution of intelligent warfare, the short-term stage focuses on solving the urgent need for combat power generation. It should be based on a bottom-up concept, fight what kind of battle with what equipment, make good use of the existing and near-term unmanned intelligent equipment, integrate it into the joint combat system, and maximize its efficiency gains; the top priority is the mid-term stage, which requires close tracking and sharp insight into the development trend of intelligent technology, and forward-looking design of unmanned intelligent warfare from top to bottom. Construction should be carried out in accordance with the concept of developing what kind of equipment to fight what kind of battle, and in-depth research should be carried out to coordinate and connect with the unmanned construction in the short-term stage; the long-term stage requires sufficient patience and strategic determination to welcome the arrival of the “intelligent explosion singularity” through solid accumulation and unremitting exploration.

現代國語:

來源:中國軍網-解放軍報 作者:徐亞濤 劉靜怡 責任編輯:尚曉敏 發布:2024-08-20

徐亞濤  劉靜怡

軍事科技創新及其物化的武器裝備發展是戰爭形態演變的內在動力和決定因素。革命性的軍事技術,通常依照「軍事技術—武器裝備—作戰方式—組織形態—戰爭形態」的邏輯鏈條,推動戰爭形態由量變到質變。當前,技術自驅、作戰牽引和戰略投入分別與智慧科技創新構成迭代互促循環,三個循環疊加形成持續加速效應,正加速推動軍事科技創新和戰爭形態演變。智慧科技的大發展與運用,正推動智慧化戰爭演進呈現三個階段特色。

近景階段:人工智慧第三波趨近頂峰,淺層賦能的無人平台作為武器大量運用,有人主導的初級智慧化戰爭逐步成熟

作戰運用加速第三波達峰。以深度學習和智能大模型為代表的新一輪人工智慧技術正高速迭代發展,並不斷賦能無人平台,在目標識別、態勢研判、資訊處理、輔助決策等領域得到初步而廣泛的軍事運用,構成了基於作戰運用的智能科技創新循環,即「無人平台運用—軍事智能需求—智能科技創新—無人智能運用」。得益於這一創新循環加速,也受制於統計學習的不可解釋性、湧現生成的不可靠性以及所需資源的高能耗性“封頂”,參照人工智能發展歷程和興衰週期,第三次人工智能浪潮有望在十年內達到頂峰。

人工智慧對無人平台淺層賦能。機器處理海量數據,自動識別分析文本、語音、圖像等多模態訊息,單體智能逐步成熟,面向特定領域的專家式智能取得突破,主要應用於武器裝備和戰術行動層面。 「OODA」環以「人在環中、有人主導」模式為主,人工智慧主要以單裝單要素形式,適度參與到偵察監視、態勢感知、資訊處理、輔助決策、殺傷打擊等作戰任務的某一實施階段或某一具體行動。重點在於透過無人智慧技術嵌入升級改造,提升現有武器裝備作戰能力,以及採用智慧技術進行作戰任務規劃,提升指揮決策質效。

初級階段的智慧化戰爭快速發展。無人平台作為有人力量的重要工具,在作戰運用中扮演拓展者的角色。其大量運用在戰術層面形成一定規模,且佔比逐步加大,人機混合作戰編組模式出現。但該階段的智能化戰爭是含有智能化成分的機械化信息化戰爭,且智能化含量較低,基本是對過去戰爭經驗的總結和延伸,仍以指令式作戰為主要指控模式,屬於無人增強的有人作戰,可以實現遠程操控、隱身穿透的偵察監視,無人在前、有人在後的近距遙控作戰,體系支撐、遠程操控樣式的空地精確等。

中景階段:質變性人工智慧出現並高速迭代,深度賦能的無人平台發揮主戰作用,智慧化主導的「三化」融合戰爭加速演進

大國博弈加速強人工智慧到來。人類認識世界主要依賴邏輯推理和直覺,人工智慧優勢在於邏輯推理,但要產生可靠直覺,至少要1至2輪顛覆性突破。可能的技術路線包括構造接近生物神經網絡的電子神經系統,即類腦計算,以及突破經典計算機限制的量子計算等,都正逐步從理論研究走向實際應用。這個階段是人工智慧由專用走向通用的量變積蓄期,無人智能成為大國博弈關鍵變量,各國強化戰略投入將快速推動無人智能科技創新並傳導到作戰運用中,顯著提升的作戰效能又會刺激進一步的戰略投入,構成基於戰略投入的智能科技創新循環,即「戰略投入—技術創新—作戰運用—戰略投入」。這一循環勢必加速強人工智慧到來。

人工智慧對作戰體系深度賦能。以平台自主化、戰場無人化、力量融合化、人機協同化為主要標志,實現多種無人平台(系統)之間的高度自組織協同作戰,以及有人與無人系統之間的高效協同作戰。 「OODA」環以「人在環上、人機協同」模式為主,人工智慧技術群以獨立小規模編組嵌入某一作戰進程,或直接擔負某一作戰模塊的具體任務。人工智慧開始全面融入作戰體系各環節,戰爭形態加速向智慧化演變。平台自主性大為增強,自主感知、判斷、決策、調整、行動,群體智慧協同逐步成熟,一線自主協同成為常態。運用範圍拓展至火力打擊、後勤保障、作戰規劃、作戰管理,對戰役指揮發揮重要作用。

「三化」融合戰爭走向智慧化主導。從標志性的革新技術出現到新的戰爭形態形成,需要經歷一個傳導週期,包括技術轉化、裝備、力量建設、編制編成、戰法研究等。 「三化」融合的初級智慧化戰爭將持續一個歷史階段,其漸進發展表現為無人平台運用規模越來越大、人工智慧賦能越來越深、有人無人協同越來越緊。智慧化含量持續增多,智慧無人裝備開始佔據主導,有人無人協同成為戰鬥力生成的基本方式,智能賦能由淺層逐漸走深,無人智能發揮主戰作用,成為一場戰爭的「中心」。

專業化無人智慧部隊大量出現。這階段的智慧化戰爭,智慧無人平台在戰役層次超越有人平台,佔據主導地位,人機協同作戰編組模式成為主體。可能的典型作戰樣式:一是首戰突擊,集偵察、幹擾、誘騙、打擊於一體的無人智能係統在首輪突擊中大規模使用,取代當前遠程精確打擊武器首輪突擊為主的樣式。二是隱蔽布勢,在平時隱蔽部署大量無人智慧裝置,戰時觸發喚醒、一擊制敵,取代當前運用機動力量快速投入作戰區域為主的樣式。第三是無人集群作戰,自主協同替代計畫協同,透過「蜂群」飽和攻擊以低成本消耗高價值,實施集群式破擊作戰。四是人機即時協同作戰,有人無人混編部隊在復雜戰場環境下實現多域作戰和協同作戰。

遠景階段:「智慧爆炸奇點」催生超級人工智慧,超能無人平台全域取代有人,超級智慧無人戰爭最終到來

技術自驅加速強人工智慧迭代。 「技術奇點」理論認為,人類每當發明一項技術,就會在該技術基礎上發明新技術,當前的技術水平越高,下一代新技術就來得越快。總的趨勢是先經過一段緩慢增長,而後實現指數進步,最終在客觀資源條件限制下進入平緩期,並醞釀下一次劃時代技術的萌芽。對於智慧科技,從強人工智慧到超級人工智慧的發展,處在指數成長的高點。在基於技術自驅的智慧科技創新循環支撐下,強人工智慧一旦實現,「智慧爆炸奇點」很快就會到來,也就是出現超越人類智慧的超級人工智慧,人類就此迎來真正意義上的智慧無人戰爭。

超級智慧無人戰爭的樣式特徵。這一階段超級人工智慧與無人平台完全融為一體,以其為腦的具身智慧高度發展,超能無人平台成為戰場的絕對主力。超級智慧無人戰爭階段,主戰裝備、作戰編成、作戰空間等都將產生顛覆性變化,其主要特徵是無人平台超能、幾乎完全無人、全域空間作戰。具備超強智能、超強機動、超強火力性能的無人平台,在人類授權下自主遂行作戰任務,模擬人類思維實施行動。快速、小巧、密集的智慧化武器將自主建構形成巨型、複雜、自適應作戰體系,創造極度複雜的戰場環境。作戰主要空間由傳統的陸海空戰場拓展甚至轉移至深海、太空、網空等領域,後者成為決定戰爭勝負的主戰場。智慧「蜂群」「狼群」「鯊群」等完全取代有人無人協同,實現真正的「人在環外」自主決策。

綜上所述,對應第三波達峰、強人工智慧和超級人工智慧的實現,智慧化戰爭的演進劃分為近景、中景、遠景三個階段。順應智慧化戰爭演進三個階段的趨勢要求,近景階段重在解決戰鬥力生成急需,應當立足於自下而上的理念,有什麼裝備打什麼仗,把現有的和近期能夠落實的無人智能裝備用好用充分,融入聯合作戰體系,最大限度釋放其效能增益;重中之重在於中景階段,需要密切跟踪並敏銳深刻洞見智能科技發展趨勢,自上而下地前瞻設計無人智能戰爭,按照打什麼仗發展什麼裝備的理念搞建設,深研搞好與近景階段無人化建設的統籌銜接;遠景階段就需要足夠耐心和戰略定力,在扎實積累和不懈探索中迎接“智能爆炸奇點”的到來。

中國原創軍事資源:http://www.81.cn/yw_208727/16332240888.html

Analyzing the New Features of Chinese Military Intelligent Warfare

中國軍事智能化戰爭新特徵解析

現代英語:

China Military Network Ministry of National Defense NetworkThursday, November 14, 2024

Intelligent warfare is the latest form of warfare development. Under intelligent warfare conditions, the battle rhythm changes rapidly, humans and machines are deeply integrated, and complex elements are interconnected, presenting new characteristics on the battlefield.

The combat tempo changes rapidly. The combat tempo refers to the phenomenon that in the course of combat, different participating forces, under different combat missions, actions, and spaces, synchronously complete their respective established tasks at specified time nodes according to the combat phase division. In essence, the combat tempo is the effect of the confrontational interaction between the military systems of all parties in a common external environment. It is a regular phenomenon that appears periodically or non-periodically. It is objective due to the interaction, and uncertain due to the active role played by the opposing parties based on their respective perspectives. In war, the combat tempo represents not only the speed of time and speed, but also the embodiment of the comprehensive effect of multiple factors such as time, space, purpose, goal, and opponent. With the continuous expansion of the battlefield and the improvement of battlefield cognitive decision-making capabilities, the future intelligent battlefield may gradually change from the simple “quick kill” type of simple use of the one-dimensionality of time to a comprehensive game and mixed confrontation in multiple dimensional fields such as politics, economy, diplomacy and multiple time and space cycles. Combat is a game between the enemy and us, and the quality of our combat rhythm depends largely on the opponent as a reference system. The combat rhythm should always focus on the opponent, and by changing the enemy and our power comparison in various forms in various dimensions, we can gain an “asymmetric” advantage, so that the battlefield situation can continue to develop in a direction that is beneficial to us in a variety of states between the active “using our own capabilities to control the enemy’s inability” and “suppressing the enemy’s capabilities when we are unable to do so.”

Humans and machines achieve deep integration. In a broad sense, human-machine integration refers to the state and process in which all humans and machines work closely together based on their respective characteristics and advantages. With the emergence of artificial intelligence technology, especially multimodal large models represented by ChatGPT, the foundation has been laid for the knowledge-level interaction between humans and machines, which has brought new opportunities for combat planning and combat command invisibly. As intelligent creatures, humans have creativity and thoughtfulness that other objects cannot match. Compared with humans, machines have obvious advantages in storage, computing and other capabilities, and have the characteristics of fast response speed and strong environmental adaptability. Under current technical conditions, the dominance of humans in human-machine fusion intelligence determines the basic mode of human-machine fusion operations. Machines are only tools and means of implementation for operations. To a certain extent, they become the main body of operations together with operators. The interactive output is also limited to the predictable changes defined by several major variables, and is closely related to the professional ability and experience of the operators themselves. As technology continues to improve, the positioning of people may gradually shift to macro-control, focusing on controlling strategic key contents and nodes such as the timing of launching a war, the scale level, the style intensity, the process development, and the ending time. The combination of human and machine does not mean a hard coupling between the two in terms of spatial position and physics, but through the mechanism and engineering of business processes and operating procedures, they play to their respective strengths and achieve dynamic adaptive operation.

Complex elements are interconnected. Modern warfare is a complex giant system, especially in the current era of global, cross-domain, and distributed operations. Focusing on the construction of the “kill network” and element-level coordination, the widely distributed combat force entities, combat platforms, sensors, weapons, etc. are further decoupled, and the combat system is gradually developing towards “decentralization”. Focusing on the combat purpose and combat objectives, in the combat system, various functional combat elements that are three-dimensionally networked are quickly reorganized and aggregated in a self-organizing and self-adaptive manner to dynamically form a closed kill chain. It is difficult to discover, identify, and calibrate the landmark nodes of the opponent’s system one by one in the various links of “detection, control, attack, and evaluation” as before, and then achieve system destruction. This “black box” state in the organization and operation of forces makes the logical causal relationship of the combat behaviors of all parties more “inexplicable” and the “incomprehensible war” effect more prominent. War is largely a confrontation of human thinking, and thanks to the help of intelligent decision-making systems, the uncertainty of combat intentions in future wars will be further increased in the fierce confrontation of broader cognitive and information domains. From the initial combat purpose to the final combat means, combat methods, and force application, “misalignment” may occur. Therefore, future wars will place more emphasis on finding a balance in active changes at the battle tactical level, which puts higher demands on better realizing “you fight yours, I fight mine” and exerting one’s own advantages.

現代國語:

關 宇

智能化戰爭是戰爭發展的最新形態。智慧化戰爭條件下,作戰節奏快速變化、人機實現深度融合、複雜要素相互關聯,戰場呈現新的特點。

作戰節奏快速變化。作戰節奏是指在作戰過程中,不同參戰力量在作戰任務、行動、空間各不相同情況下,依照作戰階段劃分,在規定的若干時間節點同步完成各自既定任務的現象。從本質上講,作戰節奏是一種在共同外部環境下各方軍事系統間對抗性交互產生的效果,週期或非週期顯現的一種規律性現象,其因交互作用而呈現客觀性,又因對抗各方基於各自視角所進行的能動作用而具有不確定性。在戰爭中,作戰節奏所代表的並不僅僅是時間和速度的快慢,而是時間、空間、目的、目標、對手等多種因素綜合作用的體現。隨著作戰域的不斷拓展以及戰場認知決策能力的提升,未來智能化戰場可能由單純「快速秒殺」式的對時間一維性的簡單運用,逐步向政治、經濟、外交等多個維度領域和多個時空週期的綜合博弈、混合對抗轉變。作戰是敵我雙方的博弈,己方作戰節奏的好壞很大程度上要以對手為參照系。作戰節奏應始終聚焦對手,透過在各維域以各種形式改變敵我力量對比,獲取「不對稱」優勢,使得戰局形勢在能動的「以己之能製敵不能」和「己不能時抑敵之能」間的多種狀態下不斷向有利於我方的方向發展。

人機實現深度融合。從廣義上講,人機融合泛指一切人與機器根據各自特點優勢,密切協同開展作業的狀態和過程。隨著人工智慧技術特別是以ChatGPT為代表的多模態大模型的出現,為人機間的知識層面互動奠定了基礎,這在無形之中為作戰籌劃和作戰指揮帶來了新的機會。人作為智慧生物,具有其他器物無法比擬的創造性和思想性。相較於人類,機器的儲存、計算等能力則優勢明顯,具有響應速度快、環境適應性強等特徵。在當前技術條件下,人機融合智能中人的主導性,決定了人機融合作業的基本模式。機器只是作業的工具和實現手段,在一定程度上與作業人員共同成為作業主體,交互輸出也局限於幾個主要變量所限定的可預測變化,且與作業人員自身專業能力和經驗密切相關。隨著技術不斷完善,人的定位或將逐漸轉向宏觀控制,重點掌控戰爭發起時機、規模層次、樣式強度、進程發展、結束時機等戰略性關鍵內容和節點。人機融合的編組並不意味著二者在空間位置和物理上的硬耦合,而是透過機制化、工程化的業務流程和作業程序,圍繞發揮各自所長,實現動態自適應運行。

複雜要素相互關聯。現代戰爭是一個複雜巨系統,特別是在全局作戰、跨域作戰、分散式作戰的當下,圍繞著「殺傷網」的構建和要素級協同,廣域分佈的作戰力量實體、作戰平台、傳感器、武器等進一步解耦,作戰體系逐漸向「去中心」化發展。圍繞作戰目的,聚焦作戰目標,作戰體系中,立體網狀關聯的各種功能性作戰要素,以自組織、自適應方式快速重組聚合,動態形成閉合殺傷鏈。很難如從前一樣,在「偵、控、打、評」的各環節上逐一發現、識別和標定對手體系各標志性節點進而實現體系破擊。這種在力量組織和運行實施中的“黑盒”狀態,使得各方作戰行為的邏輯因果關系更趨“不可解釋性”,“看不懂的戰爭”效應更加凸顯。戰爭在很大程度上是人類思維的對抗,得益於智慧化決策系統的助力,未來戰爭在更廣闊的認知和資訊領域激烈對抗中,作戰意圖的不確定性進一步增大。從最初始的作戰目的,直至末端的作戰手段、作戰方式、力量運用等各方面,都可能出現「錯置」。因此,未來戰爭在戰役戰術層面將更加強調在主動變化中求得平衡,這對更好實現“你打你的,我打我的”,發揮己方優勢提出了更高要求。

2024年11月14日 星期四

中國原創軍事資源:http://www.81.cn/szb_223187/szbxq/index.html?paperName=jfjb&paperDate=2024-11-14&paperNumber=07&articleid=943398881

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

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

What is the Hotly Debated “Military Metaverse”? Chinese Military Intelligent Warfare Team Explains

備受爭議的「軍事元宇宙」是什麼?中國軍事智慧作戰團隊解讀

現代英語:

As if overnight, “metaverse” suddenly became a hot word, and related concepts formed many hot topics.

With the development of technologies such as augmented reality, digital twins, 3D rendering, cloud computing, artificial intelligence, high-speed networks, blockchain, and the iteration of terminal devices, the construction and evolution of the “metaverse” may far exceed people’s expectations, and a new Internet form of multi-dimensional, full-sensory, immersive human-computer interaction will hopefully become a reality.

Unveiling the Metaverse

The “Metaverse” allows users to freely travel between the real world and the virtual world. Produced by Lu Xintong

What is the Metaverse?

The term “Metaverse” comes from the 1992 science fiction novel Snow Crash. In the novel, humans live in a virtual three-dimensional world through “Avatars” (digital virtual incarnations). The author calls this space “Metaverse”.

From science fiction to reality, people have not yet reached an absolute consensus on what the metaverse is. Due to the evolution of the times and technological changes, the metaverse is still an evolving concept. Different participants are constantly enriching its definition in their own ways, and the characteristics and forms of the metaverse are also constantly changing. However, we can explore a little through the current presentation of the metaverse.

At present, “metaverse” concept products are mainly concentrated in online games, VR/AR, social networking and other fields.

Online games are widely considered by the industry to be the most likely field to realize the “metaverse” because they themselves have virtual scenes and players’ virtual avatars. Today, game functions have gone beyond the game itself, and the boundaries of games are expanding, and they are no longer just games.

A well-known singer held a virtual concert in the game “Fortress Night” with a virtual image, attracting more than 12 million players from all over the world to participate, breaking the boundary between entertainment and games; due to the impact of the epidemic, the University of California, Berkeley and the School of Animation and Digital Arts of Communication University of China coincidentally rebuilt their campuses in the sandbox game “Minecraft”. Students gathered together with virtual avatars to complete the “cloud graduation ceremony”, realizing the integration of virtual games and real social interactions.

The new generation of “VR social (virtual offline social)” has been gradually developing and becoming popular. It is a fusion of offline social (face-to-face in real life) and online social (through social software such as WeChat). Some well-known VR social platforms provide a free community environment, which not only becomes a place for players to conduct online activities and virtual face-to-face gatherings, but also becomes a social and cultural phenomenon closely related to the current concept of “metaverse”.

The above “metaverse slices” are all important explorations into the construction of the “metaverse”, and they explain in a variety of visible and tangible ways how the “metaverse” will change our real life.

In common research, the following consensus has been formed: “Metaverse” is a new type of Internet application and social form that integrates multiple new technologies and integrates virtual and real. It provides immersive experience based on extended reality technology, generates virtual scenes based on digital twins and 3D rendering technology, builds basic software and hardware services based on cloud computing, artificial intelligence and high-speed networks, and builds an economic system based on blockchain technology, closely integrating the virtual world with the real world in economic system, social system and identity system. At the same time, it allows each user to produce and edit content, and has complete self-driving and iteration capabilities.

The development direction of the “metaverse”

Today’s mobile Internet is actually still in a flat information interaction state, presented on mobile terminals through text, sound, pictures, and videos. Although news information, e-commerce, social chat, live video, etc. meet people’s needs for using the Internet, it is obviously impossible to achieve the effect of face-to-face communication and full sensory experience in real life through the mobile phone screen. With the development of society, people need more native and richer experience and interaction.

The COVID-19 pandemic has caused people to move their lives from offline to online. This forced change has made people think more, discuss more, and pay more attention to the “metaverse”. In particular, the core feature of the “metaverse” is the immersive experience, which can turn a plane into a three-dimensional, multi-dimensional, real-time interactive space, greatly enriching and restoring the real physical world and various human relationships. Therefore, the “metaverse” is highly anticipated.

Looking at the development of information technology and media in the past, humans have constantly changed the way they perceive the world, and later began to consciously transform and reshape the world. From the newspaper era, the radio and television era, to the Internet era, and the mobile Internet era, the tools and platforms under the concept of “metaverse” are becoming increasingly complete, and the path to the “metaverse” is gradually becoming clearer.

Since 2020, Internet giants around the world have been closely planning around cutting-edge technologies such as augmented reality, digital twins, 3D rendering, cloud computing, artificial intelligence, high-speed networks, and blockchain, and the door to the ultimate closed-loop ecosystem of the “metaverse” has been opened little by little. Today, when the “bonus” of mobile Internet users has reached its peak, many experts and scholars have stated that the “metaverse” will be the ultimate form of the next generation of the Internet.

Just as it was difficult to accurately predict the development of the Internet 20 years ago, people cannot accurately predict the future form of the “metaverse”. However, combined with the current development trends of related industries, we can see that: the Internet has changed human life and digitized communication between people, while the “metaverse” will digitize the relationship between people and society; the technologies related to the “metaverse” will show gradual development, and single-point technological innovations will continue to appear and merge, approaching the ultimate form of the “metaverse” from all aspects of the industry; the “metaverse” will surge with massive user-generated content, while revealing the value of digital assets.

In a nutshell, the “metaverse” will profoundly change the organization and operation of the existing society in a way that integrates the virtual and the real, forming a new lifestyle that combines the virtual and the real, giving birth to a new social relationship that integrates online and offline, and giving new vitality to the real economy from a virtual dimension.

The future physical “metaverse” will be similar to the scene described in the science fiction movie “Ready Player One”: one day in the future, people can switch identities at any time and anywhere, freely shuttle between the real world and the virtual world, and study, work, make friends, shop, travel, etc. in the “metaverse”. Through immersive experience, the virtual world will be closer to and integrated into the real world.

In this virtual world, there will be self-evolving content and economic systems that always remain safe and stable, meeting the social needs of individuals.

The mediating role of the “metaverse”

“Imagine the ‘metaverse’ as a physical Internet, where you are not just watching content, but you are in it as a whole.” This is a vivid description. However, as it stands, the content of these “metaverses” that allow “everyone to be in it” is relatively scarce. It needs more content that can be independent, self-iterative, and multi-dimensional to attract users to participate in the experience and even creation.

The “metaverse” is bound to become a new platform for media content production. Content producers can transform the “micro-universe” into the “macro-universe” through rich content production. In the short term, the breakthrough of the “metaverse” is immersive content. With the development and penetration of the concept of “metaverse”, the integration of immersive virtual content (such as games, cartoons, etc.) and immersive physical content (such as media, social networking, film and television, etc.) will become higher and higher. In other words, the “metaverse” will play a greater role as a medium.

In September this year, Yu Guoming, a professor at the School of Journalism and Communication of Beijing Normal University, pointed out at the release conference of the “2020-2021 “Metaverse” Development Research Report” released by the New Media Research Center of the School of Journalism of Tsinghua University: “Today, the role played by the media is generally the provision of cognitive information, but the role of the media is completing a process from providing cognition to providing experience. The entire media and technology development from cognition to experience is a huge transformation. Once the goal of “metaverse” is established, it will play a directional role in communication technology, communication form, communication methods and even communication effects.” If the “metaverse” is the ultimate form of the next generation of the Internet, then it is a super media channel that will show the ultimate form of media convergence and provide the best immersive experience.

Theoretically, the best communication experience must be based on real scenes. For example, when watching a football game, the ideal situation is to watch it in person on the field. In the “metaverse”, with the development of display interaction, high-speed communication and computing technology, it will become a reality to construct a communication scene that is infinitely close to reality. Users can become “witnesses” and “on-site observers” of news events in a three-dimensional, multi-sensory reception situation.

Therefore, “metaverse” media can realize true “multimediaization”, and various human senses such as vision, smell, hearing, taste, touch, etc. can play a role, and even fully develop and cooperate with each other to realize “immersive” media applications.

Today, media content is constantly evolving and innovating, and its development trend seems to be moving towards the concept of “metaverse”. Media content will no longer be limited to flat presentation methods such as TV, computer, and mobile phone screens. Media content production will consider holographic presentation more, focusing on creating an on-site environment and atmosphere to make users feel as if they are in the scene. Social interaction will no longer be limited to text comments. People can express their feelings in real time with voice and body movements, and communicate virtually face to face on the spot.

Imagine if news reports could restore the war scene and create a “battlefield metaverse” so that people could feel as if they were there and experience in real time the tremendous damage that war has caused to human civilization. This shock would further stimulate human society’s desire and yearning for peace, and media content would have a stronger influence and communication power.

現代國語:

來源:解放軍報 作者:戴斌 熊雄 孫浩 責任編輯:王鳳 2021-11-26 09:19:57
彷彿在一夜之間,「元宇宙」突然成為熱詞,相關概念形成許多熱點話題。

隨著擴展現實、數字孿生、3D渲染、雲計算、人工智慧、高速網絡、區塊鍊等技術的發展及終端設備的迭代,「元宇宙」建設和演變可能遠超人們的預期,多維度、全感官、沉浸式的人機交互新互聯網形態,將有望成為現實。

揭開「元宇宙」面紗

■戴斌 熊雄 孫浩

「元宇宙」可讓使用者自由穿梭於現實世界和虛擬世界。 呂欣彤 制

何為“元宇宙”

“元宇宙”,英文為“Metaverse”。該字出自1992年的科幻小說《雪崩》。小說中,人類透過“Avatar”(數字虛擬化身),在一個虛擬三維世界中生活,作者稱這個空間為“Metaverse”,即“元宇宙”。

從科幻走進現實,人們對「元宇宙是什麼」還未能達成一個絕對標準的共識。因為時代的演變、技術的變革,“元宇宙”仍是一個不斷發展的概念,“一千個人眼中就有一千個哈姆雷特”,不同參與者以自己的方式不斷豐富著它的定義,“元宇宙”特徵和形態的可能性也在不斷變化。不過,我們可透過「元宇宙」現有的呈現形態來探究一二。

目前,「元宇宙」概念產品主要集中在網路遊戲、VR/AR、社交等領域。

網絡遊戲被業界普遍認為是最有可能實現「元宇宙」的領域,因為它本身就具有虛擬場景和玩家的虛擬化身。如今,遊戲功能已超越遊戲本身,遊戲邊界正在擴展,甚至不只是遊戲了。

知名歌手在遊戲《堡壘之夜》中,以虛擬形象舉辦一場虛擬演唱會,吸引了全球超過1200萬玩家參與其中,打破了娛樂與遊戲的邊界;因為疫情影響,美國加州大學伯克利分校、中國傳媒大學動畫與數字學院不約而同地在沙盤遊戲《我的世界》裡重建校園,學生們以虛擬化身齊聚一遊戲,實現虛擬化身和社交的現實主義。

新一代「VR社交(虛擬線下社交)」已逐漸發展和流行。它是線下社交(現實面對面)、線上社交(透過微信等社交軟件)的融合產物。一些知名VR社交平台,提供自由的社區環境,不僅成為玩家在線活動與虛擬面對面聚會的場所,也成了一種與目前「元宇宙」概念密切相關的社會文化現象。

以上這些“元宇宙切片”,都是對構建“元宇宙”的重要探索,用多種看得見、摸得著的方式,詮釋了“元宇宙”將如何改變我們的現實生活。

在通常研究中,一般形成了這樣的共識:「元宇宙」是整合多種新技術而產生的新型虛實融合的互聯網應用和社會形態。它基於擴展現實技術提供沉浸式體驗,基於數字孿生和3D渲染技術生成虛實場景,基於雲計算、人工智慧和高速網絡構建基礎軟件硬體服務,基於區塊鏈技術構建經濟體系,將虛擬世界與現實世界在經濟系統、社交系統、身份系統上密切融合。同時,允許每個用戶進行內容生產和編輯,並具備完整的自我驅動和迭代能力。

「元宇宙」發展走向

當今的移動互聯網,實際上仍是平面資訊互動狀態,透過文字、聲音、圖片、視頻方式在移動終端進行呈現。新聞資訊、電子商務、社群聊天、影片直播等形態,雖然滿足了人們使用網路的需求,但隔著手機螢幕,顯然無法達到現實生活中面對面交流、全感官體驗所能達到的效果。隨著社會發展,人們需要更原生和豐富的體驗與互動。

新冠疫情讓人們生活場景從線下更多地移到線上。這種被迫的轉變,讓大家對「元宇宙」有了更多思考、討論和關注。特別是「元宇宙」最核心的特徵,在於沉浸式體驗,它可將一個平面變成一個立體、多維、實時的交互空間,極大地豐富、還原真實物理世界和人類各種關系。因此,「元宇宙」被人們寄予厚望。

縱觀過往資訊科技和媒介的發展歷程,人類不斷改變認知世界的方法,乃至於後來開始有意識地改造和重塑世界。從報業時代、廣播電視時代,到互聯網時代、移動互聯網時代,「元宇宙」概念下的工具和平台日益完備,通往「元宇宙」的路徑逐漸清晰。

自2020年以來,各國互聯網大廠圍繞擴展現實、數字孿生、3D渲染、雲計算、人工智慧、高速網絡和區塊鍊等前沿科技,展開緊密佈局,通往「元宇宙」終極閉環生態的大門被一點點打開。在移動互聯網用戶「紅利」已經見頂的今天,不少專家學者表示,「元宇宙」將是下一代互聯網的終極形態。

如同20年前難以精準預測互聯網的發展一樣,人們也無法精準預判未來「元宇宙」的形態。但是,結合當今相關產業發展趨勢可以看到:互聯網改變人類生活,將人與人交流數字化,而「元宇宙」將把人與社會關係數字化;「元宇宙」相關技術將呈現漸進式發展,單點技術創新將不斷出現和融合,從產業各方面向「元宇宙」終極資產形態顯現;「元宇宙」將海量用戶創造內容,同時湧現價值。

概括地說,「元宇宙」將以虛實融合的方式,深刻改變現有社會的組織與運作,形成虛、實兩極的新型生活方式,催生線上、線下一體的新型社會關系,並從虛擬維度賦予實體經濟新的活力。

未來實體化的「元宇宙」,將類似於科幻電影《一級玩家》裡描述的場景:在未來的某一天,人們可隨時隨地切換身份,自由穿梭於現實世界和虛擬世界,在「元宇宙」中學習、工作、交友、購物、旅遊等。透過沉浸式體驗,讓虛擬世界進一步接近並融入現實世界。

在這個虛擬世界裡,將有自我不斷發展的內容和經濟系統,並且始終保持安全穩定運行,滿足個體的社會需求。

「元宇宙」的媒介作用

「把『元宇宙』想像為一個實體互聯網,你在那裡不只是觀看內容,整個人都身在其中。」這是一個圖像描述。可就現狀而言,這些能讓“整個人都身在其中”的“元宇宙”,內容是相對匱乏的。它需要更多可以獨立成篇、自我迭代、多維立體地吸引用戶參與體驗甚至參與創作的內容。

「元宇宙」勢必成為媒體內容生產的嶄新平台。內容生產者透過豐富的內容生產,可將「小宇宙」演變成「大宇宙」。短期內,「元宇宙」的突破口是沉浸式內容。隨著「元宇宙」概念的發展與滲透,沉浸式虛擬內容(如遊戲、卡通等)與沉浸式實體內容(如媒體、社交、影視等)的融合程度將會越來越高。換句話說,「元宇宙」將發揮出更大的媒介作用。

今年9月,北京師範大學新聞與傳播學院教授喻國明在由清華大學新聞學院新媒體研究中心發布的《2020-2021年「元宇宙」發展研究報告》發布會議上指出:「如今給予所發揮的作用大體上都是認知方面的信息給予,但媒介的作用正在完成一個從給予整個認知體驗的過程。媒介和技術從認知發展到體驗是個巨大轉換,『元宇宙』這個目標一經確立,對傳​​播技術、傳播形態、傳播方法甚至傳播效果,都能起到一個定向作用。」如果說「元宇宙」是下一代互聯網的終極形態,那麼它就是一個超級媒體渠道,將展現媒體融合的終極形式,並給予最佳的沉浸式體驗。

從理論上講,最好的傳播體驗必然是基於真實場景。如看球賽,理想情形是在球場上親身觀看。在「元宇宙」裡,隨著顯示互動、高速通訊和計算技術的發展,建構無限逼近真實的傳播場景將成為現實,用戶能在立體化、多感官接收情境中,成為新聞事件的「目擊者」和「實地觀察者」。

因而,“元宇宙”媒體可實現真正的“多媒體化”,人類的各種感官如視覺、嗅覺、聽覺、味覺、觸覺等,都能發揮作用,甚至完全展開、相互配合,實現“沉浸式”的媒體應用。

當今媒體內容不斷進化和創​​新,其發展趨勢也似乎正在向「元宇宙」概念靠攏。媒體內容將不再侷限在電視、電腦、手機螢幕等平面式的呈現方式,媒體內容製作將更考慮全像呈現,重視營造現場環境氛圍,讓用戶有身臨其境之感。社交也將不再侷限於文字留言評論,可即時以語音、肢體動作來表達感受,現場虛擬化面對面交流。

設想一下,如果新聞報道能還原戰爭現場,打造“戰場元宇宙”,使人如身臨其境,實時感受到戰爭對於人類文明造成的巨大創傷,這份震撼會更能刺激人類社會對於和平的渴望與嚮往,媒體內容將具備更加強大的影響力和傳播力。

中國原創軍事資源:http://www.mod.gov.cn/gfbw/gfjy_index/jt_214147/4899728888.html?big=fan

Chinese Metaverse-enabled Military Training On the Rise

中國元宇宙軍事訓練正在興起

現代英語:

The metaverse is an artificial online virtual world that is born out of, parallel to, and independent of the real world. It is parallel to the real world, reacts to the real world, and integrates a variety of high technologies. These are the three major characteristics of the future metaverse. The operation of the metaverse conforms to the natural laws of human understanding and transformation of the world, and provides a new way of thinking to understand and discover the operating behavior, state, and laws of complex real systems, as well as a new means to explore objective laws and transform nature and society. Researching the application of the metaverse in the field of foreign military training and analyzing the opportunities and challenges that the metaverse brings to the field of military training have important theoretical and practical value in solving the key problems that need to be solved in military training in the intelligent era, promoting scientific and technological training, and promoting the innovative development of military training models.

Background of Cognitive Metaverse Empowered Military Training

The scientific and technological revolution has given rise to a new ecology of military training. Driven by the new scientific and technological revolution and the industrial revolution, cutting-edge technologies such as artificial intelligence, big data, cloud computing, and the Internet of Things have accelerated their development. Technology giants have laid out the metaverse, and human real life has migrated to the virtual world more rapidly. The metaverse integrates a variety of emerging technologies, thus generating new Internet applications and new social forms that integrate the virtual and the real. Perception technology supports the integration of the virtual and the real in the metaverse, “AI+” technology supports the social nature of the metaverse, data transmission technology supports the real-time nature of the metaverse, electronic game technology supports the diversity of the metaverse, digital twin technology supports the sustainability of the metaverse, and blockchain technology supports the security of the metaverse. The future metaverse, where virtual and real are highly interconnected, is born out of, parallel to, and independent of the real world. It integrates all elements such as the Internet, virtual reality, immersive experience, blockchain, and digital twins to build a new basic ecology for intelligent military training.

The evolution of war has dominated the transformation and upgrading of military training. With the advent of the intelligent era, the war situation has accelerated its evolution towards informationization and intelligence. The informationized warfare system with “information acquisition and utilization as the core” will gradually transition to the intelligent warfare system with “intelligent simulation and expansion as the core”. The trend of long-range precision, intelligence, stealth, and unmanned weapons and equipment has become more obvious, and intelligent warfare has surfaced. At the same time, combat elements represented by artificial intelligence such as “AI, cloud, network, group, and terminal” and their diversified combinations have formed a new battlefield ecology. The metaverse has constructed a new battlefield space where virtual and real are integrated and parallel interactions occur. The traditional war winning mechanism is being profoundly changed. The development and changes in the form of intelligent warfare have compulsorily driven the transformation and reshaping of the military’s thinking and concepts, requiring the accelerated transformation and upgrading of military training, greater attention to the impact of technological development and changes on warfare, and the use of the “new engine” of training and warfare to achieve “accelerated” preparations.

Foreign militaries explore breakthroughs in military training models. In order to seize the strategic commanding heights of military intelligence, the world’s military powers attach great importance to the innovation of military training models. Some countries have begun to try to apply the metaverse and related technologies to military training. For example, the United States has successively released the National Security Strategy, the National Defense Strategy and the Department of Defense Transformation Plan, focusing on building an “all-round army” and forming a “full spectrum advantage”. It has also simultaneously formulated the Training Transformation Strategic Plan and the Training Transformation Implementation Plan, and proposed the concept of a comprehensive training environment (STE), the core of which is immersive and integrated virtual training, which intends to integrate real-time, virtual, constructive and gaming environments into a comprehensive training environment. Russia also attaches great importance to the development of virtual training systems. Almost all of its advanced weapons and equipment are equipped with corresponding virtual training systems, and are moving towards universalization and embedding. The United Kingdom, Germany, South Korea, etc. are also actively developing various professional military training virtual environments. Intelligent training supported by technologies such as artificial intelligence, virtual reality and augmented reality is gradually becoming the mainstream of military training research in powerful countries.

Clarifying the Advantages of Metaverse-Enabled Military Training

The emergence of new concepts in military training. Only by leading the opponent in thought can we gain the upper hand in action. The emergence of disruptive technologies will inevitably rewrite the current military training rules and systems, and will also innovate the existing military training thinking concepts. On the one hand, the metaverse has set off a hurricane-like “brainstorm”, and the training thinking led by “intelligence” has organically connected training with actual combat, and upgraded to intelligent military training thinking. On the other hand, new technologies and new means represented by the metaverse empower military training, strengthen the concept of winning by science and technology and intelligent drive, and greatly improve the scientific and technological content of military training, in order to control the initiative in future wars. In the future, the metaverse will create more impossible possibilities by constructing a virtual battlefield space, designing wars and evolving wars.

Innovate new theories of military training. War is the area that needs innovation the most. Military training must adapt to the development of intelligent warfare, and theoretical innovation and training practice must be driven by both. Training transformation will not happen automatically. It requires not only a sharp and profound foresight to grasp the general trend, but also a scientific, powerful and solid theory to drive forward. On the one hand, by keeping up with the development of the times and starting from new concepts and new cognition, we can build a scientific theoretical system for metaverse-enabled military training. On the other hand, by following the laws of combat-training coupling, we can establish an innovative model of intelligent military training theory with the characteristics of the times, allowing the metaverse to empower and improve the efficiency of promoting the iterative development of military training transformation.

Transform the new military training model. The combat style determines the training mode, and intelligent warfare changes the “rules of the game”. Military training for the next war must adapt to the requirements of future wars by changing the training mode. First, it can build an intelligent blue army with “both form and spirit”. With the help of optimized AI technology, powerful computing power support, and realistic performance simulation, the Metaverse follows the evolutionary process of “knowing the enemy, imitating the enemy, surpassing the enemy, and defeating the enemy” to create an intelligent blue army with platform support and data empowerment, and carry out “real” confrontation training and effect evaluation in the Metaverse space. Second, it can carry out new domain and new quality combat training. The metaverse expands the practical application path with new domains and new types of combat forces as the leading elements, highlights the research and development of training methods and tactics that are compatible with advanced combat concepts and winning mechanisms, and creates new forms of training such as unmanned and seamless human-machine collaboration, becoming a new point of combat power growth. Third, it can cultivate new types of military talents. At present, the educational metaverse has led the intelligent transformation of education. In the future, the military metaverse will accelerate the realization of intelligent interaction between people and equipment, deep integration between people and systems, and adaptive evolution between people and the environment, and promote the integrated development of “commanders” and “fighters” into “scientists” and “technicians.”

Reshape the new ecology of military training. The multi-dimensional perception, virtual-real integration, free creativity, and open development of the metaverse will make the future metaverse a fully immersive, time-transcending, self-creating and developing space. First, create a digital twin “battlefield metaverse”. The “battlefield metaverse” will be a typical manifestation of the metaverse in the military field, with stricter security and confidentiality standards, stronger simulation computing capabilities, and more real-time and detailed interaction requirements. Secondly, create a full-dimensional three-dimensional metaverse training environment. The metaverse uses technologies such as virtual reality, augmented reality, and mixed reality to create an immersive and complex scene environment; using powerful data and network support, it builds a full-dimensional space such as land, sea, air, space, electricity, and the Internet. Furthermore, a Metaverse verification platform for weapons and equipment will be built. The platform will have functions such as new weapon and equipment design demonstration, weapon and equipment performance test, weapon and equipment compatibility test, and weapon system combat effectiveness test. In the future, the Metaverse will greatly shorten the timeline for weapons and equipment to go from “weak intelligence” to “strong intelligence” and then to “super intelligence”, realizing the intelligence multiplication effect of weapons and equipment.

Grasping the Key Points of Metaverse-Enabled Military Training

Focus on top-level design. From the perspective of the development of things, the metaverse is a new thing, and its maturity has yet to be verified. Intelligent military training is also a complex, arduous and long-term system engineering, which requires strengthening strategic planning and top-level layout. We should pay close attention to the development trends and technological trends of the metaverse, and scientifically formulate the development plan of the “training metaverse”. In the context of the integration of intelligence, informatization and mechanization, we should give full play to the outstanding advantages of the metaverse, such as enabling trainees to undergo immersive experiential training, so that the metaverse can not only be a display platform for virtual technology, but also a practical platform for improving the effectiveness of military training.

Strengthen technology research and development. From a technical perspective, the Metaverse has reintegrated existing technologies in the information and intelligent technology group, proposed an overall innovative concept, and provided comprehensive application scenarios, thereby giving birth to new vitality. To accelerate the development of the “training Metaverse”, we must speed up the research on basic software and hardware technologies such as algorithm engines and network communications, strengthen the research and development capabilities of core technologies such as artificial intelligence, digital twins, blockchain, and the Internet of Things, and at the same time strengthen the overall technical design and research and development of the Metaverse, such as immersion, sociality, openness, collaboration, and decentralization.

Create training types. From the perspective of time and space, the metaverse may create a vast virtual war space, recreate the war environment, present the war process, and virtualize the future of war. An intelligent military training operation system based on the metaverse should be built, military training concepts should be updated in a timely manner, and innovations in military training models, management support, and legal mechanisms should be deepened. A dynamic and high-level combat-oriented military training environment based on the metaverse should be built to fully support strategic, campaign, and tactical training as well as war simulations. At the same time, in the process of “intelligent adaptation” of military training, we will achieve the expansion of wisdom and intelligent evolution towards the unknown space of military training with “innovation, openness, diversified iteration, and new intelligent ecology”.

Attach importance to risk prevention and control. From the perspective of safety and controllability, the concept and technology of the Metaverse brings innovative opportunities to intelligent military training, but the potential risks associated with the technology itself cannot be ignored. The Metaverse is a huge technology group, and its system architecture, key technologies, and application environment are still in the development and implementation stage. The supporting protection system, safety technology, and management standards will bring security risks. In addition, the integrated application of various emerging technologies in the construction process, the complexity and confidentiality in the application process will be the unknown factors for the key prevention and risk challenges of the Metaverse in military training.

現代國語:

侯春牧 王 勇

閱讀提示

元宇宙是脫胎於、平行、獨立於現實世界的人造線上虛擬世界,與現實世界平行、反作用於現實世界、多種高技術綜合,是未來元宇宙的三大特徵。元宇宙運行符合人類認識世界、改造世界的自然規律,提供了理解和發現現實復雜系統運行行為、狀態和規律的全新思維方式和探知客觀規律、改造自然和社會的新手段。研究元宇宙在外軍軍事訓練領域的運用,剖析元宇宙為軍事訓練領域帶來的機遇與挑戰,對破解智能化時代軍事訓練亟待解決的關鍵問題,推動科技強訓,促進軍事訓練模式創新發展,具有重要理論與實踐價值。

認知元宇宙賦能軍事訓練的背景

科技革命催生軍事訓練嶄新生態。在新科技革命和產業革命推動下,人工智慧、大數據、雲端計算、物聯網等前沿科技加速發展,科技巨頭紛紛佈局元宇宙,人類現實生活更快速向虛擬世界遷移。元宇宙整合多種新興技術,從而產生出虛實相融的互聯網新應用與社會新形態。感知技術支撐元宇宙的虛實相融性,「AI+」技術支撐元宇宙的社會性,數據傳輸技術支撐元宇宙的實時性,電子遊戲技術支撐元宇宙的多樣性,數字孿生技術支撐元宇宙的可持續性,區塊鏈技術支撐元宇宙的安全性。虛擬與現實高度互通的未來元宇宙,脫胎於、平行於、獨立於現實世界,將互聯網、虛擬現實、沉浸式體驗、區塊鍊及數字孿生等全要素融合,為智能化軍事訓練構建起全新基礎生態。

戰爭演進主導軍事訓練轉型升級。智能化時代到來,戰爭形態加速向資訊化智能化演變,以「資訊獲取利用為內核」的資訊化戰爭體系,將逐漸過渡至以「智慧模擬與拓展為內核」的智能化戰爭體系,武器裝備遠程精確化、智能化、隱身化、無人化趨勢更加明顯,智能化作戰浮出水面。同時,以「AI、雲、網、群、端」等人工智慧為代表的作戰要素及其多樣化組合,構成了新的戰場生態,元宇宙構建出虛實融生、平行互動的戰場新空間,傳統的戰爭制勝機理正在被深刻改變。智慧化戰爭形態發展變化,強制性驅動軍隊思維理念的變革重塑,要求加快實現軍事訓練轉型升級,更加重視科技發展變化對戰爭的影響,以練戰「新引擎」跑出備戰「加速」。

外軍探索開啟軍事訓練模式突破。為搶佔軍事智慧化戰略制高點,世界軍事強國高度重視軍事訓練模式創新,有的國家開始嘗試應用元宇宙及相關技術運用在軍事訓練方面。如美國先後發布《國家安全戰略》《國家防務戰略》和《國防部轉型計劃》,圍繞打造“全能型軍隊”、形成“全頻譜優勢”,同步製定了《訓練轉型戰略計劃》和《訓練轉型實施計劃》,並提出了綜合訓練環境(STE)理念,其內核是沉浸式、集成虛擬訓練,擬將實時、虛擬、建設性和環境到綜合培訓環境到綜合培訓中。俄羅斯也高度重視虛擬訓練系統開發,其先進武器裝備幾乎都配有相應虛擬訓練系統,並且正朝著通用化和嵌入化方向發展。英國、德國、韓國等也都積極開發各種專業軍事訓練虛擬環境。以人工智慧、虛擬現實與增強現實等技術為支撐的智慧化訓練,正逐漸成為強國軍隊訓練研究的主流。

明晰元宇宙賦能軍事訓練的優勢

萌發軍事訓練新理念。在思想上領先對手,才能在行動上贏得先機。顛覆性技術的出現必將改寫現行的軍事訓練規則制度,也必將革新現有的軍事訓練思維理念。一方面,元宇宙掀動颶風式的“頭腦風暴”,以“智”引領的練兵思維將訓練與實戰有機銜接起來,升級成智能化軍事訓練思維。另一方面,以元宇宙為代表的新技術新手段賦能軍事訓練,強化科技制勝、智慧驅動理念,大幅提升軍事訓練科技含量,以期掌控未來戰爭主動權。未來元宇宙透過構設虛擬戰場空間,設計戰爭並演化戰爭,將創造出更多不可能的可能性。

創新軍事訓練新論。戰爭是最需要創新的領域。軍事訓練要順應智慧化戰爭發展,理論創新與訓練實踐必須雙輪驅動。訓練轉型不會自動發生,既需要敏銳而深邃的前瞻性眼光把握大勢,更需要科學而強大的堅實理論驅動前行。一方面,緊跟時代發展,從新觀念新認知出發,可以建構元宇宙賦能軍事訓練的科學理論體系。另一方面,遵循戰訓耦合規律,可以建立具有時代特色的智慧化軍事訓練理論創新模式,讓元宇宙為推進軍事訓練轉型迭代發展賦能提效。

變革軍事訓練新模式。作戰樣式決定著訓練模式,智慧化戰爭改變著“遊戲規則”,預演下一場戰爭的軍事訓練必須通過變革訓練模式,來適應未來戰爭要求。一是能夠建造「形神兼備」的智慧藍軍。元宇宙藉由優化的AI技術、強大的算力支撐、逼真的效能仿真,依照「知敵、像敵、超敵、勝敵」的演化進程,打造以平台支撐、數據賦能等綜合集成的智能藍軍,並在元宇宙空間開展「真實」的對抗訓練和效果評估。二是能夠開展新域新質作戰研練。元宇宙拓展新域新質作戰力量為主導要素的實戰化運用路徑,突顯與先進作戰概念、制勝機理相適應的訓法戰法的研練,開創無人化、人機無縫協同等新樣式訓練,成為新的戰鬥力增長點。第三是能夠培養新型軍事人才。當前,教育元宇宙已經引領了教育智慧化變革。未來軍事元宇宙將加速實現人與裝備智慧互動、人與體系深度融合、人與環境適應進化,推動「指揮者」「戰鬥員」向「科學家」與「技術家」融合發展。

重塑軍事訓練新生態。元宇宙的多維感知性、虛實融合性、自由創造性、開放發展性等特點,使未來元宇宙將成為完全沉浸式的、超越時空的、自我創造發展的空間。首先,打造數字孿生的「戰場元宇宙」。 「戰場元宇宙」將是元宇宙在軍事領域的典型表現形態,具有更嚴格的安全保密標準、更強大的仿真計算能力、更實時的精細交互要求。其次,創造全維立體的元宇宙訓練環境。元宇宙運用虛擬現實、增強現實以及混合現實等技術,創造沉浸複雜的場景環境;利用強大的數據、網絡支撐,搭建起陸、海、空、天、電、網等全維空間。再者,建造武器裝備的元宇宙驗證平台。該平台將具備新型武器裝備設計論證、武器裝備性能試驗、武器裝備相容性試驗、武器系統體係作戰效能檢驗等功能。未來元宇宙將大幅縮短武器裝備從「弱智」到「強智」再到「超智」的時間軸,以實現武器裝備的智慧倍增效應。

掌握元宇宙賦能軍事訓練的重點

著重頂層設計。從事物發展上看,元宇宙作為新生事物,發展成熟尚待驗證。智慧化軍事訓練又是一項複雜、艱巨且長期的系統工程,需要加強戰略籌劃與頂層佈局。應密切關注元宇宙發展動向與技術趨勢,科學制定「訓練元宇宙」的發展規劃,在智慧化、資訊化、機械化「三化」融合的現實背景下,充分發揮元宇宙能讓受訓者沉浸式體驗式訓練等突出優勢,讓元宇宙不能只是虛擬技術的展示平台,而應成為提高軍事訓練效益的實踐平台。

加強技術研發。從技術意義上看,元宇宙把資訊化智能化技術群中已有的技術重新整合到了一起,提出了整體性創新性概念,給出了綜合性的應用場景,從而煥發出了新的生命力。加速「訓練元宇宙」的發展,要加速演算法引擎、網路通訊等基礎軟硬體技術研究,強化人工智慧、數字孿生、區塊鏈、物聯網等核心技術的研發能力,同時也要加強沉浸性、社交性、開放性、協作性、去中心化等元宇宙整體性技術設計與研發。

創設訓練種類。從時空視角來看,元宇宙可能構造出龐大無比的虛擬戰爭空間,重現戰爭環境,呈現戰爭進程,虛擬戰爭未來。應建構基於元宇宙的智慧化軍訓運行體系,及時更新軍事訓練思維理念,深化軍事訓練模式、管理保障、法規機制等創新。建構基於元宇宙的動態高階的實戰化軍事訓練環境,全面支持戰略、戰役和戰術訓練以及戰爭推演。同時,在軍事訓練「智適應」運作過程中,實現拓展生慧,向「創新開放、多元迭代、新智生態」的軍事訓練未知空間智能演進。

重視風險防控。從安全可控上看,元宇宙概念與技術為智慧化軍事訓練帶來創新機遇,但不容忽視的是技術本身伴生的潛在風險。元宇宙龐大的技術群,其體系架構、關鍵技術和應用環境等尚處於開發落地階段,配套防護體系、安全技術、管理標準等都會帶來安全風險,加上建設過程中多種新興技術的集成運用,運用過程中的復雜性與保密性,都將是軍事訓練元宇宙重點防範和風險挑戰的未知數。

中國原創軍事資源:http://www.81.cn/yw_208727/16280522888.html

Promoting Chinese Military Integrated Development of The “Three Transformations” of Combat Training

推動中軍融合發展實戰化訓練“三個轉變”

現代英語:

Zhang Yingjie, Zhao Shihang, and She Hongle

中國軍網 國防部網
2023年2月22日,星期三

Adhering to the integrated development of mechanization, informationization and intelligence is an inherent requirement for national defense and military modernization, and is also an important means to accelerate the transformation and upgrading of military training. Promoting the integrated development of the “three transformations” of military training is a systematic project that requires both theoretical guidance and practical exploration; it is necessary to plan and design in line with the development of the times, and to boldly practice, dare to try and create, so as to realize the “three transformations” from sequential development to integrated progress, from point-line breakthroughs to system integration, and continuously improve the level and quality of military training.

Deepen theoretical research, guide practice and drive development by thoroughly understanding the mechanism, clarifying the principle and grasping the law. First, we must deepen the research on combat issues and thoroughly understand the future combat mechanism. In future wars, intelligent technology is an important factor in winning. We should explore the reason for winning and the way to win through the phenomenon. We can empower mechanized weapons, enhance the efficiency of informationized equipment and develop unmanned intelligent combat platforms through the power of intelligent technology, so that mechanization, informationization and intelligence coexist, the physical domain, information domain and cognitive domain are mixed, and power, will and land are seized in parallel. Second, we must deepen the research on technology-enhanced training and clarify the principle of technology empowerment and efficiency. Science and technology promote the development of military training, or indirectly affect the development of military training through technological progress to promote the reform of weapons and equipment, combat methods and organizational systems, or directly promote military training innovation through technology directly acting on training methods and management guarantees. In the process of iterative upgrading of mechanization, informationization and intelligence, the mechanized physical entity is the foundation and the “grafting” object of informationization and intelligence. The informationization and intelligence technology acts on mechanization, which is essentially the empowerment and efficiency enhancement of “virtual” control of “real”. Third, we must deepen the research on military training and grasp the law of combat effectiveness generation. The generation of combat effectiveness under mechanized conditions is to achieve a high degree of aggregation of material and energy flows through the superposition of combat platforms. Its generation mechanism is manifested in quantitative accumulation, hierarchical superposition, and linear growth. The generation of combat effectiveness under intelligent information conditions is to carry out a three-dimensional mesh integration of participating forces through the network information system and intelligent support. Its generation mechanism is manifested in information empowerment, network energy gathering, and intelligent energy enhancement. The integrated development of the “three transformations” of military training should shift from the linear step-by-step superposition of mechanized training to the criss-crossing and ascending of intelligent information training, and from simple training of people to training that emphasizes both human and machine learning.

Strengthen strategic management, set up a benchmark to guide development in clarifying the base point, planning and establishing rules and regulations. First, grasp the base point and recognize the coordinates of the times for the integrated development of the “three transformations” of military training. Since the 18th National Congress of the Communist Party of China, our army has adhered to actual combat training, joint combat training, science and technology training, and training in accordance with the law, and strengthened the training guiding ideology of reform and innovation, laying the foundation for the integrated development of the “three transformations”; the new round of national defense and military reform has established a joint training system, reconstructed the training leadership organs and special training institutions of the military services, and formulated military training laws and regulations, providing organizational and institutional guarantees for the integrated development of the “three transformations”; the exploration and practice of the mechanized and informationized compound development of military training has accumulated fresh experience for the integrated development of the “three transformations”; the construction of actual combat training, informationized training conditions and the implementation of the strategy of strengthening the army with science and technology have opened up new horizons for the integrated development of the “three transformations”. Second, top-level design, constructing a blueprint for the integrated development of the “three transformations” of military training. The top-level design of the integrated development of the “three transformations” of military training is an integrated plan of an open and complex system. It is constrained by many factors such as operational evolution and technological changes. At the same time, it is different from a single closed system design. It is difficult to achieve it in one go and make a final decision. We should grasp its characteristics of iterative updates and continuous adjustments and improvements. The integrated development of the “three transformations” of military training should formulate a plan that is compatible with the national defense and military construction development strategy, incorporate the integrated development plan of the “three transformations” of military training into the strategic plan for military construction, and focus on clarifying development goals, tasks, measures, etc. The third is to establish rules and regulations to standardize and guide the effective operation of the integrated development of the “three transformations” of military training. It is necessary to formulate the implementation measures for the integrated development of the “three transformations” of military training, unify the goals and tasks, division of responsibilities, content focus, methods and steps, and supporting measures, and ensure the implementation of regular order.

Focus on the transformation to intelligence, overcome difficulties and innovate in the optimization of content, innovation of methods and improvement of assessment. First, we must focus on “smart training” and optimize the content of military training. Research and practice machine deep learning, focusing on data screening, information input, confrontation game and iterative improvement training. Research and practice new domain and new quality combat forces, carry out new weapons and equipment training, new quality combat force formation and combat application training, new domain combat forces and traditional combat forces coordination training, and new domain and new quality forces into joint combat system training. Research and practice intelligent combat, carry out intelligent combat tactics research, command confrontation training based on intelligent network system, training to seize intellectual control and intelligent combat live-fire exercises. Second, we must focus on “intelligent training” and innovate military training methods. Develop intelligent simulation training methods, give full play to the virtual-real interaction, closed-loop feedback and parallel execution functions of intelligent simulation, upgrade existing electronic games and war game simulation systems, and support individual officers and soldiers or command organizations to carry out human-machine confrontation training based on intelligent simulation systems. On the basis of the existing real-life combat system, we should strengthen the material application of intelligent technology, and create an intelligent military exercise system that combines virtual and real, complements software and hardware, and is multi-domain linked as soon as possible to effectively support the development of real-life training. Third, we should focus on “intelligent testing” and improve precise assessment methods. Using virtual reality technology, relying on the three-dimensional virtual battlefield environment generated by computers, we can evaluate the operational skills and tactical application level of officers and soldiers immersed in it. Using augmented reality technology, human senses can directly obtain real-life experience in the augmented reality scene, which can be used to test and assess the technical training of officers and soldiers and the tactical training of squads. Using mixed reality technology, virtual digital objects are introduced into the real environment, which can support the construction of the environmental conditions of real-life test exercises and the inspection and evaluation of combat capabilities. Using the Internet of Things technology, sensors, data processing units and communication components are integrated into a sensor network to monitor the exercise situation in real time, and automatically collect, transmit, summarize and display exercise information data. Using big data technology to objectively evaluate combat capabilities and training quality, and realize automatic judgment of engagement results, statistical analysis of massive data, objective evaluation of combat capabilities and automatic evaluation of training results in data analysis and deep mining.

現代國語:

張英傑 趙士夯 佘紅樂

堅持機械化資訊智慧化融合發展,是國防和軍隊現代化的內在要求,也是加速推進軍事訓練轉型升級的重要抓手。推動軍事訓練「三化」融合發展,是一項系統工程,既需理論引領,更需實踐探索;既要順應時代發展搞好規劃設計,又要大膽實踐敢試敢創,實現「三化」由遞次發展向融合併進、由點線突破向體系集成,不斷提升軍事訓練水平和質量。

深化理論研究,在搞透機理弄清原理把握規律中引領實務牽引發展。一要深化作戰問題研究,搞透未來作戰機理。未來戰爭中,智慧科技是贏得勝利的重要因素,應透過現象探尋制勝之理、勝戰之道,可透過智慧科技之力賦能機械化武器、增效資訊化裝備和發展無人化智慧作戰平台,使得機械化、資訊化、智慧化並存,物理域、資訊域、認知域混融,奪權、奪志、奪志、奪權、奪志、奪地並行。二要深化科技強訓研究,釐清技術賦能增效原理。科技推動軍事訓練發展,或透過科技進步推動武器裝備、作戰方式、編制體制變革間接作用於軍事訓練發展,亦或科技直接作用於訓練手段和管理保障直接推動軍事訓練創新。在機械化、資訊化、智慧化迭代升級過程中,機械化的物理實體是基礎,是資訊化、智慧化的「嫁接」對象,資訊化、智慧化技術作用於機械化,實質上是以「虛」控「實」的賦能增效。三要深化軍事訓練研究,掌握戰鬥力生成規律。機械化條件下戰鬥力的生成,是透過作戰平台的疊加實現物質流和能量流的高度聚集,其生成機理表現為量變累積、層級疊加、線性增長。智慧化資訊化條件下戰力的生成,是透過網信系統和智慧支援對參戰力量進行網狀立體融合,其生成機製表現為資訊賦能、網路聚能、智慧增能。軍事訓練「三化」融合發展,應從機械化訓練的線性逐級疊加轉向智慧化資訊化訓練的縱橫交錯遞升,從單純對人的訓練轉向人與機器學習並重的訓練。

加強策略管理,在釐清基點規劃規劃建章立制中立起標桿指導發展。一是掌握基點,認清軍事訓練「三化」融合發展的時代座標。黨的十八大以來,我軍堅持實踐實踐、聯戰聯訓、科技強訓、依法治訓,強化改革創新的訓練指導思想,為「三化」融合發展奠定了基礎;新一輪國防和軍事改革,建立了聯合訓練體制,重構了軍兵種訓練領導機關和專制訓練機構,制定了軍事訓練法規制度,為「三化」融合發展提供了組織和製度保證;軍事訓練機械化資訊化複合發展的探索實踐,為「三化」融合發展累積了鮮活經驗;實戰化訓練、資訊化訓練條件建設和科技強軍戰略等的實施,為「三化」融合發展洞開了新天地。二是頂層設計,建構軍事訓練「三化」融合發展藍圖。軍事訓練「三化」融合發展的頂層設計,是開放的複雜系統的整合規劃,受作戰演化、技術變化等諸多因素的製約,同時區別於單一封閉系統設計,難以一次到位、一錘定音,應把握其迭代更新、不斷調整完善的特徵;軍事訓練「三化」融合行動應制定與國防建設和軍事發展目標三是建章立制,規範指導軍事訓練「三化」融合發展有效運作。要製定軍事訓練「三化」融合發展實施辦法,統一目標任務、職責分工、內容重點、方法步驟和配套措施,確保實施正規秩序。

聚焦向智轉型,在優化內容創新方法改進考評中攻堅克難創新發展。一要聚焦“訓智能化”,優化軍事訓練內容。研練機器深度學習,重點進行資料篩選、資訊輸入、對抗賽局和迭代提升訓練。研練新域新質作戰力量,進行新型武器裝備訓練、新質作戰力量編成與作戰運用訓練、新域作戰力量與傳統作戰力量協同訓練,以及新域新質力量融入聯合作戰體系訓練。研練智慧化作戰,進行智慧化作戰戰法研究、基於智慧網路系統指揮對抗訓練、奪取制智權訓練及智慧化作戰實兵演習等。二要聚焦“智能化訓”,創新軍事訓練方法。發展智慧模擬訓練方法,充分發揮智慧模擬虛實互動、閉環回饋與平行執行功能,升級現有電子遊戲與兵棋推演系統,支援官兵個體或指揮機構依托智慧模擬系統進行人機對抗訓練。在現有實兵交戰系統基礎上,加強智慧技術的物化應用,盡快創造虛實結合、軟硬互補、多域連結的智慧化演兵系統,有效支持實戰化訓練的發展。三要聚焦“智能化考”,改進精準評估手段。運用虛擬實境技術,依靠電腦生成的三維空間虛擬戰場環境,對沉浸其中的官兵操作技能和戰術應用水準實施考評。運用擴增實境技術,人體感官能夠直接在增強的現實場景中獲取實戰體驗,可對官兵技術訓練和分隊戰術訓練檢驗考核。運用混合實境技術,把虛擬數位物件引入現實環境,可支撐實兵檢驗性演習環境條件的架構與作戰能力檢驗評估。運用物聯網技術,將感測器、資料處理單元和通訊組件集成為一個感測器網絡,即時監控演練情況,自動擷取、傳輸、匯總和顯示演練資訊資料。運用大數據技術客觀評估作戰能力和訓練質量,在數據分析和深度挖掘中實現交戰結果自動裁決、海量數據統計分析、作戰能力客觀評估和訓練成績自動評定。

中國原創軍事資源:http://www.81.cn/jfjbmap/content/2023-02/22/content_33422088.htm