India’s lesson from the West’s AI battlefield

West’s conflict revealed something new about modern warfare: algorithms are now helping in battlefield decisions. Last week a curious headline appeared in several international newspapers. “The new kill chain: AI is helping plan bombing targets.”

For a moment it sounded like something from a science-fiction novel. But the report was describing a real military development: AI systems helping analysts process surveillance data and prioritise legitimate targets during a conflict. One thing to note: No robot soldiers marching into battle. No machines replacing generals.Just software is assisting human planners. Yet that small change may mark the beginning of something historically important. Because once machines start helping wars think, even in limited ways, the nature of conflict begins to change.

War, after all, has always followed the limits of human thinking.For centuries, commanders studied maps and reports, trying to make sense of incomplete information. Intelligence officers pieced together fragments of data — satellite photos, intercepted signals, eyewitness accounts. Political leaders debated options before approving decisions that might alter the course of history.  Even in moments of crisis, war moved at human speed.AI is beginning to change that rhythm. Across modern battlefields, enormous streams of information are already being collected. Satellites circle the planet constantly, observing borders and infrastructure. Drones hover over conflict zones, transmitting video feeds. Sensors track aircraft, ships and electronic signals across vast regions.

For human analysts, the real challenge is not collecting information. It is keeping up with it.AI is exceptionally good at that task. Feed an algorithm thousands of satellite images and it can highlight unusual activity along a border. Give it maritime data and it can identify ships behaving strangely —changing course unexpectedly or switching off tracking systems. In simple terms, AI does not fight wars. It notices patterns. And noticing earlier can change everything.

Military strategists often describe a sequence called the “kill chain” — the process through which a threat is detected, analysed and acted upon. For most of history, that chain moved slowly. Information had to be verified. Analysts examined evidence. Commanders debated responses.

Now instead of analysts spending hours scanning satellite imagery, algorithms can examine the same images within seconds. Instead of a few possible threats being reviewed each day, hundreds can be evaluated. The battlefield begins to move faster. Speed has always been valuable in war. But extreme speed introduces new problems. Politics, after all, does not operate at machine speed. Diplomacy requires patience. Intelligence must be verified. Leaders must weigh consequences before acting. History has been shaped by moments of hesitation — leaders pausing long enough to reconsider decisions that might have escalated catastrophically.

Artificial intelligence reduces the time available for hesitation. If military systems begin reacting faster and faster, the space for human judgement may shrink. Conflicts could evolve at a pace that political institutions struggle to manage.

That possibility represents one of the most profound strategic challenges of the coming decades. There is another transformation taking place alongside this acceleration.For most of the twentieth century, military strength depended on large, expensive machines — fighter jets, tanks, submarines and aircraft carriers. Each platform required years of development and enormous budgets.

Artificial intelligence encourages a different model. Instead of relying solely on a handful of powerful platforms, militaries are experimenting with networks of smaller machines. Drones, robotic sensors and autonomous underwater vehicles can share information through algorithms and coordinate their movements. Individually these systems may be modest but together they can become surprisingly capable.A single operator might supervise dozens of autonomous drones. A network of sensors could monitor vast areas continuously. Swarms of small machines might overwhelm defences designed for traditional threats. In such a world, military advantage no longer comes only from building the biggest machine. It comes from building the smartest network.

This switch is already visible in recent conflicts, where relatively inexpensive drones have disrupted equipment worth millions of dollars. As autonomy improves, these asymmetries will likely grow. The strategic competition of the twenty-first century is therefore not only about missiles and aircraft. It is also about algorithms, data and computing power.

For India, these developments carry particular implications

India operates within one of the most complex security environments in the world. Its northern borders stretch across some of the most difficult terrain on Earth. Its maritime interests extend across the Indian Ocean, through which a large share of global trade flows. Monitoring such vast spaces has always been a formidable challenge. Artificial intelligence can help.

AI systems can analyse satellite imagery to detect unusual infrastructure development near contested borders. Autonomous drones can patrol remote regions where human deployment is difficult. Machine-learning systems can monitor shipping traffic across the Indian Ocean and identify suspicious patterns among thousands of vessels.

These technologies do not replace soldiers or commanders. They simply allow them to see more clearly. And clarity is one of the most valuable assets in strategic affairs. But the challenge for India is not merely acquiring AI tools. It is building the ecosystem that makes those tools possible.Artificial intelligence depends on computing power, data infrastructure, research institutions and highly skilled engineers. These are not purely military resources; they are the same foundations that drive modern economies.

India possesses several advantages in this area. The country has one of the largest pools of software engineers in the world. Its startup ecosystem is increasingly active in artificial intelligence research and applications. Its digital infrastructure—from satellite capabilities to cloud computing—is expanding rapidly.

If these civilian strengths are effectively connected with defence institutions, India could develop strong indigenous capabilities in military AI. Yet the rise of AI in warfare also raises difficult ethical questions. Algorithms can identify patterns and recommend actions, but they do not understand moral responsibility.

If an AI-assisted system contributes to a decision that causes civilian harm, determining accountability becomes complicated. Is responsibility held by the commander who authorised the strike? The engineer who designed the algorithm? Or the institution that deployed the technology? These questions are now being debated globally as autonomous systems become more sophisticated.

India has historically advocated responsible approaches to emerging technologies. As international discussions about AI governance and autonomous weapons continue, India could play an important role in framing norms that ensure human judgement remains central to decisions involving force. There is also another dimension of AI warfare that often receives less attention.

 

Artificial intelligence systems depend heavily on digital infrastructure—data centres, communication networks, satellites and undersea cables. These systems form the backbone of modern information networks.As AI becomes more integrated into military operations, protecting such infrastructure will become increasingly important. Future conflicts may involve attacks not only on military bases but also on the digital architecture that supports data and communication systems. In this sense, the battlefield is slowly expanding into the digital world.

Seen from a historical perspective, artificial intelligence may represent a transformation comparable to earlier technological revolutions. The industrial revolution reshaped economic and military power by enabling mass production. Nuclear technology transformed strategic deterrence in the twentieth century.

Artificial intelligence may transform something ultra - fine but equally powerful—the cognitive layer of power, the systems through which nations perceive and interpret the world.

For India, the challenge is not simply adopting new technologies but integrating them thoughtfully into national strategy. AI can accelerate analysis and expand situational awareness. But wisdom, restraint and judgement will remain human responsibilities. The countries that succeed in this new era will not necessarily be those with the most machines. They will be those that understand how to guide those machines wisely. India has the scientific talent, technological capacity and strategic need to play a leading role in this transformation. Because the age of AI warfare is not arriving with dramatic fanfare. It is arriving silently. And the nations that recognise its implications early will build the future of global security.

Author is a theoretical physicist at the University of North Carolina at Chapel Hill, US, and the author of the forthcoming book The Last Equation Before Silence; views are personal