Technology in Warfare

This year, India’s defense sector unveiled advancements in AI that are reshaping military strategies & boosting national security. Here’s what the data tells us: --> AI is now central to defense modernization. --> Collaboration across sectors is driving innovation. Let’s explore these in detail. 1️⃣ AI-Powered Technologies Transforming Defense India’s armed forces are deploying AI across critical areas: ➤ Autonomy in operations: AI-enabled systems like swarm drones & autonomous intercept boats enhance mission precision, reduce human risk, & improve tactical outcomes. ➤ Intelligence, Surveillance, & Reconnaissance (ISR): AI-based motion detection & target identification systems provide real-time alerts for better situational awareness along borders. ➤ Advanced robotics: Silent Sentry, a 3D-printed AI rail-mounted robot, supports automated perimeter security & intrusion detection. Example: Swarm drones use distributed AI algorithms for dynamic collision avoidance, target identification, & coordinated aerial maneuvers, providing versatility in both offensive & defensive tasks. 2️⃣ Collaboration as the Catalyst for Innovation India’s AI advancements are the result of partnerships between the government, private industries, & research institutions. ➤ Indigenous solutions: 100% indigenously developed systems like the Sapper Scout UGV for mine detection. ➤ Startups and SMEs: Innovative contributions from tech firms and startups have fueled projects like AI-enabled predictive maintenance for naval ships and drones. ➤ Global export potential: Systems like Project Drone Feed Analysis and maritime anomaly detection tools are export-ready, positioning India as a major global defense tech player. 3️⃣ The Data-Driven Case for AI ➤ Efficiency: AI-driven systems exponentially improve surveillance coverage and reduce operational time. For example, the Drone Feed Analysis system decreases mission costs while expanding surveillance areas. ➤ Safety: Predictive AI systems in vehicles and maritime platforms enhance safety by identifying potential risks before failures occur. ➤ Economic impact: AI-powered predictive maintenance for critical assets like naval ships and aircraft maximizes uptime while minimizing costs. Real Impact ➤ Swarm drones: Affordable, scalable, and capable of BVLOS operations, offering precision in combat. ➤ AI-enabled maritime systems: Detect anomalies in vessel traffic, securing trade routes and protecting economic interests. ➤ AI-driven mine detection: Enhances soldier safety while automating high-risk tasks. What does this mean for defense organizations? AI isn’t just modernizing defense; it’s placing it firmly in the global defense innovation market. With bold policies, dedicated budgets, and a growing ecosystem of public and private sector players, this will help lead the next wave of AI-driven defense technologies. But the question remains: How do we ensure these technologies are deployed ethically and responsibly? Agree?

The rapid rise of combat drones illustrates a classic pattern described by Clayton Christensen. Drones represent a 𝐥𝐨𝐰-𝐞𝐧𝐝 𝐝𝐢𝐬𝐫𝐮𝐩𝐭𝐢𝐯𝐞 𝐭𝐞𝐜𝐡𝐧𝐨𝐥𝐨𝐠𝐲: initially dismissed as inferior to established systems, yet capable of reshaping the entire competitive landscape. For decades, the Western defense industry focused on increasingly sophisticated missiles, precision bombs, and air-defense systems. These technologies became extremely advanced—and extremely expensive. In that environment, small and relatively crude drones seemed strategically irrelevant. Yet disruption often starts exactly there. Take the Iranian Shahed drones now widely used in conflicts. They are cheap, simple, and can be produced in large numbers. Their real power lies not in individual performance but in scale and swarm tactics. When launched in large waves, they overwhelm traditional air-defense systems designed to intercept a limited number of high-value missiles. Using million-dollar interceptors against drones costing a few tens of thousands of dollars is economically unsustainable. This is classic Christensen logic: incumbents optimize for high-end performance while the disruptive technology improves rapidly in a different dimension—in this case cost, scalability, and operational flexibility. But the real lesson is not only technological.Ukraine has shown that the decisive capability lies in how drones are used: agile combat strategies, distributed command structures, and operators who can adapt in real time. Human intelligence, battlefield learning, and tactical creativity matter as much as the hardware itself. It all has to go together. For Europe and the wider West, the implication is that defense strategies must shift from a narrow focus on expensive platforms toward learning systems that combine low-cost technology, rapid experimentation, and shared operational intelligence. And this knowledge already exists: Ukraine today is probably the world’s most advanced laboratory for drone warfare. Western militaries should accelerate collaboration and learning from that experience. The rise of low-cost drones and other low-end digitalized warfare technologies also forces a reconsideration of how military budgets are optimized. Rather than automatically increasing defense spending, the priority should be to reassess how military effectiveness can be maximized by reallocating resources—shifting a larger share of investment toward scalable, low-cost systems such as drones. #DisruptiveInnovation #Drones #MilitaryInnovation #DefenseStrategy #Ukraine #Security #ClayChristensen #DroneWarfare

🇺🇦 Innovation Under Fire What’s happening off the coast of Ukraine should make every Western defence planner sit up. Ukrainian naval drones didn’t just adapt to a threat, they actually changed the behaviour of the enemy. Russian helicopters were once a critical counter to Ukraine’s maritime drones. They hunted them, disrupted them and controlled the battlespace. So Ukraine did something deceptively simple and strategically profound. They armed the drones with surface-to-air missiles. Result? Russian helicopters now avoid them entirely, recognising they’ve become easy targets. The so what? This isn’t about a new platform. It’s about innovation velocity beating legacy doctrine. Why this matters for future military strategy 👉 Drones are no longer disposable. These naval drones aren’t just ISR or kamikaze assets, they are multi-role, survivable, decision-shaping systems. Once a drone can credibly threaten manned aircraft, the cost-exchange ratio collapses in its favour. 👉 Behavioural deterrence beats attrition. Ukraine didn’t need to destroy every helicopter. It only needed to change Russian risk calculus. The real win wasn’t the kill, it was forcing the enemy to withdraw capability. 👉 Cross-domain convergence is the future. Sea platforms threatening air assets. Small systems dictating big-platform behaviour. This is the erosion of traditional domain boundaries, and it’s accelerating. 👉 Speed outperforms scale. This wasn’t a decade-long procurement programme. It was rapid iteration at the tactical edge, driven by operators, not committees. The side that learns fastest now wins first. 👉 Western militaries should be uncomfortable. If low-cost drones can deny helicopters today, what denies, • Amphibious landings tomorrow? • Carrier air operations next? • Littoral resupply routes in NATO theatres? Ukraine is stress-testing the future of warfare in real time, while much of the West is still debating requirements documents. This is innovation born of necessity, but it’s also a warning. The next military advantage won’t come from the biggest platforms or the longest programmes. It will come from, Fast thinkers, Fast builders and Fast learners. Those who ignore that lesson will find their helicopters and doctrines grounded. As ever, this isn’t doctrine, It’s a debate, and debate is how innovation starts. https://lnkd.in/eDBSstQ6 #Gwilly #DefenceInnovation #FutureWarfare #Drones #MilitaryStrategy #Ukraine #InnovationUnderFire

𝗡𝗥𝗧𝗞 “𝗞𝘂𝗿𝗶𝗲𝗿”: 𝗨𝗚𝗩 + 𝗘𝗪 = 𝗧𝗮𝗰𝘁𝗶𝗰𝗮𝗹 𝗔𝗱𝗮𝗽𝘁𝗮𝘁𝗶𝗼𝗻 🌊📡 Footage shows the NRTK “Kurier” — an unmanned ground vehicle reportedly equipped with electronic warfare payloads — crossing a water obstacle during training exercises. That detail matters. 🔎 What does this signal? 🚜 1) Mobility beyond roads   A UGV that can negotiate water obstacles expands routing options and reduces predictability. In a #DroneWarfare and #EW environment, predictability kills. 📡 2) EW at the tactical edge   Mounting electronic warfare modules on robotic platforms allows: • Forward jamming without exposing crews   • Rapid repositioning of EW bubbles   • Distributed spectrum denial rather than centralized emitters  This aligns with a broader trend: smaller, mobile EW nodes instead of large, static systems. 🌍 3) Training realism   Water crossing during exercises isn’t cosmetic. It tests: • Platform buoyancy and stability   • Antenna placement and signal integrity   • Power management under strain   • Recovery procedures if immobilized  In modern conflict — especially in Ukraine — terrain is rarely cooperative. Systems must function in mud, snow, water, and under constant electromagnetic pressure. 📌 The bigger picture for #MilitaryInnovation: Robotics are no longer just reconnaissance tools. They are becoming maneuver elements that carry sensors, jammers, logistics loads — and potentially weapons — into contested space. The fusion of UGV mobility and electronic warfare is not experimental anymore. It’s doctrinally relevant. “𝘔𝘰𝘣𝘪𝘭𝘪𝘵𝘺 𝘪𝘯 𝘵𝘦𝘳𝘳𝘢𝘪𝘯 𝘪𝘴 𝘱𝘰𝘸𝘦𝘳. 𝘔𝘰𝘣𝘪𝘭𝘪𝘵𝘺 𝘪𝘯 𝘴𝘱𝘦𝘤𝘵𝘳𝘶𝘮 𝘪𝘴 𝘴𝘶𝘳𝘷𝘪𝘷𝘢𝘭.”

The most dangerous assumption any military can make today is believing that malign actors aren’t using AI the same way the rest of us are - to upskill, automate tasks, meet goals, and shorten every feedback loop. In our latest policy briefs, Rida Lyammouri and I have been sounding the alarm on the need for red-team exercises and the growing use of AI by armed actors in the Sahel to enhance tactics (especially drone warfare). The benefits of the upskilling brought by democratized access to AI are obvious, but the asymmetric costs to global defense and preparedness are staggering. Sam Altman has warned that these risks are both under-appreciated and imminent, and we’re echoing that urgency. Take a look at the attached drone diffusion timeline from our latest brief:  innovation from Ukraine is spreading rapidly to non-state actors. The FLA adopted fiber-optic drones a lot faster than analysts expected, and it is likely just weeks or a few short months before we see cartels using them. Next is AI-enabled drone swarms, and this is a shift we’re not fully grasping or prepared for. This is why AI-enabled red-team exercises are so important: 1.  They simulate attacks from the adversary’s side to expose weaknesses before they’re exploited, and just as importantly, they force militaries and private-sector partners to confront what these groups are already capable of. That matters because AI is already accelerating their upskilling: terrorist networks are using it to problem-solve faster, coordinate operations, and innovate at speeds once unimaginable. 2. Integrating AI into these exercises strengthens the analysis itself. AI can generate far more scenarios, identify patterns humans might miss, and stress-test defenses with a speed and scale manual planning can’t match. 3. These exercises are also great at bringing together thematic & tech experts, with military stakeholders. As anyone who has participate in or run them know, they encourage the kind of outside-the-box thinking that malign actors rely on to stay unpredictable. 4. Militaries and private-sector actors should use AI not only inside these drills but also for continuous scenario planning to anticipate how groups will adapt next. Routine, AI-enabled red-teaming and scenario planning are essential to keep pace with a diffusion curve that is moving faster than current preparedness efforts. Our next policy brief will be exploring how to implement this in the Sahel context, which is ground zero for the rapid tech adoption of the fastest growing terrorist organization in the world.

The shift in modern warfare is coming from the rise of cheap, off-the-shelf drones that can be turned into weapons for just a few hundred dollars. It’s a tactical gap that militaries around the world are scrambling to fill. As the lead nation for the NATO Multinational Brigade in Latvia, Canada's deploying a high-tech shield to protect 2,200 personnel and their allied partners from these eyes in the sky. This isn't a one-size-fits-all solution. The strategy uses a multi-layered approach that targets drones in different ways. For individual soldiers on the ground, there's the ORION-H9, a handheld "drone gun" that can jam command links and force a drone to land. For fixed bases, systems like the Falcon Shield use sensors to "hijack" unauthorized drones before they even get close. When things get more serious, a $227.5 million investment's been made in the RBS 70 NG. It’s a laser-guided missile system that can track and take down larger, unjammable threats with pinpoint accuracy. The project's moving forward in two distinct phases. Phase 1's already active in Latvia, focusing on stationary and personal defence. Phase 2 is where things get interesting, with a $169.2 million investment to integrate these sensors and jammers directly onto mobile vehicles. This creates a moving "defensive bubble" that protects military convoys while they’re on the march. These tests are also moving into the real world. Last November, the "Ottawa Sandbox" saw drone detection trials right in the downtown core to see how tech handles the clutter of a major city. Looking ahead to late 2026, the focus shifts to Alberta, where there'll be tests for autonomous "interceptor drones". These are drones designed to hunt and physically remove other drones from the sky. It’s a bold roadmap that aims to give troops the most advanced tools to stay safe on the modern battlefield. (Source: National Defence, Saab, Canadian Defence Review)

Reflecting on the #SommetActionIA, it's clear that Artificial Intelligence (AI) is revolutionizing military operations and presenting both opportunities and challenges for #NATO. Accelerating the OODA Loop: AI significantly accelerates our Observe, Orient, Decide, Act (OODA) loop, enabling us to gain a crucial advantage by operating inside our adversaries' decision cycles. AI can condense tasks that typically take a day into an hour, leading to faster and more informed decisions. Data as the New Gold: In the age of AI, data is paramount. AI's power lies in its ability to process and leverage vast amounts of data. Mastering data is therefore essential for maintaining a competitive edge. The "fog of data" requires careful evaluation of data reliability. NATO Data Interoperability: For NATO, data interoperability is critical. Our ability to share data and create common data standards is crucial for effective collaboration and leveraging AI's full potential. Establishing data architectures with hyperscalers and on-premise solutions, and defining data standards for sharing is needed. AI and Mass Robotics: AI is the mandatory step toward the integration of mass robotics in military operations. The rise of drone swarms necessitates AI for mission design and execution, reducing the need for human operators. Divesting from expensive legacy systems to invest in low-end, scalable, autonomous solutions is needed. Dual-Use Technology: AI is a dual-use technology, offering substantial benefits to both the military and the private sector. Adapting reliable civilian AI applications for military use presents a significant opportunity. This "redualization" of the defense sector sees tech companies creating products applicable to both civilian and military domains. The integration of AI in the military field is not limited to a simple question of technology; it requires a profound transformation of mentalities and practices within the armed forces. To fully exploit the potential of AI, it is essential to recognize that the adoption of this technology primarily involves a change in behavior at all levels. Key points that I believe should be considered to successfully achieve this transition: Adoption > Innovation: AI integration requires a fundamental change in behavior at all levels. We need to reassess expectations, incentives and leadership approaches. Evolved Missions: AI-based solutions, such as unmanned systems, require us to adopt new defense strategies and foster understanding. Cognitive Advantage: We must prepare for cognitive warfare by recognizing how AI influences perceptions and decision-making. Resilience and Sovereignty: It is imperative to balance the benefits of AI with data sovereignty and operational resilience. Adopt new sovereignty tools. Leadership MUST lead by example: Digital transformation requires leaders to champion change and invest in AI training for all military personnel. https://lnkd.in/eNePJ7ts

The Neglected Symbiosis Why Military Technology and Tactics Must Evolve Together The recent surge in defence spending across the UK and Europe has predominantly focused on acquiring cutting-edge technology - advanced weapons systems, sophisticated software, and next-generation platforms. Yet a critical oversight threatens to undermine this massive investment: the parallel development of Tactics, Techniques, and Procedures (TTPs) has been largely neglected. This disconnect creates a dangerous paradigm where technology, rather than operational need, begins to dictate the character of warfare. History has repeatedly shown that technology alone cannot win conflicts - it must be integrated within a coherent and adaptive operational framework. ➡️ Technology Without Tactical Evolution: A Recipe for Failure When examining historical precedents, we see this pattern repeating. The French military's investment in the Maginot Line without adapting their mobile defence doctrine, the US military's initial struggles in Vietnam despite technological superiority, and more recently, the challenges faced in asymmetric conflicts despite overwhelming technological advantages - all demonstrate that hardware without corresponding tactical innovation leads to suboptimal outcomes. ➡️ The Symbiotic Relationship Military effectiveness emerges from the symbiosis between technology and tactics. New capabilities demand new methods of employment, while tactical innovations often drive technological requirements. This relationship must be cultivated deliberately, not left to chance. Consider the revolution in drone warfare. The platforms themselves provide capabilities, but their transformative impact stems from how they're integrated into operations - from reconnaissance to targeting to swarming tactics. Without corresponding TTPs, these technological assets deliver only a fraction of their potential value. ➡️ The Way Forward Defence ministries and military commands must institute formal mechanisms for parallel development: ⚡️ Involve operators in technology acquisition decisions from the outset ⚡️Allocate specific funding for TTP development alongside procurement ⚡️Create rapid experimentation units to explore new tactical applications ⚡️Incorporate realistic technology integration challenges in training exercises ⚡️Develop feedback loops between equipment developers and field units The current imbalance in funding and attention between technology and tactics creates not just inefficiency but genuine strategic vulnerability. Our adversaries study these gaps and will exploit them. As defence spending continues to increase, we must ensure we're not just buying better tools but developing better ways to use them. The character of future warfare will be determined not by who has the most advanced technology, but by who most effectively integrates that technology into their operational art. Richard Gwilliam Benjamin Moody Ches Clark MA (Hons)

The recent revelation that a Hezbollah FPV drone struck the convoy of Israeli Northern Command chief Maj. Gen. Rafi Milo in southern Lebanon should serve as a warning to military leaders around the world. According to Israeli officials, the explosive drone impacted a vehicle belonging to the general shortly after he exited it, narrowly avoiding what could have become one of the most significant leadership losses of the conflict. While no casualties were reported, the incident demonstrates how rapidly drone warfare is changing the battlefield. For decades, targeting senior military leaders required advanced intelligence networks, sophisticated surveillance platforms, and expensive precision-guided munitions. Today, a relatively inexpensive FPV drone operated by a non-state actor can achieve a similar effect. The strike highlights how lessons learned in Ukraine have spread across the Middle East, where groups like Hezbollah are increasingly integrating reconnaissance drones, FPV attack systems, and evolving targeting techniques into their operations. The battlefield is becoming increasingly transparent, and commanders can no longer assume that traditional security measures alone will protect them from persistent aerial surveillance and precision attack. The broader lesson extends far beyond Lebanon or Israel. Modern warfare is entering an era where drones are not merely supporting battlefield operations but actively shaping strategic outcomes. The rise of FPV drones and fiber-optic controlled systems is challenging many of the assumptions behind current counter-UAS strategies, particularly those that rely heavily on electronic warfare and signal jamming. As drone technology becomes cheaper, more effective, and more widely available, military organizations will be forced to rethink force protection, command and control, and battlefield survivability. At Cobalt Academy Inc., we closely study developments like this because they reveal how quickly drone warfare is reshaping military operations and why practical education, counter-UAS readiness, and operator training are becoming increasingly important. The Hezbollah strike against a senior Israeli commander was not simply a battlefield incident. It was another reminder that the future of warfare is already here, and organizations that fail to adapt to the realities of drone warfare risk finding themselves vulnerable in ways that would have seemed unimaginable only a few years ago. #DroneWarfare #CounterUAS #FPVDrones #ModernWarfare #NationalSecurity #DefenseTechnology #MilitaryInnovation #UnmannedSystems #Israel #Hezbollah #DroneThreats #MilitaryLeadership #FutureOfWarfare #CobaltAcademyInc #BattlefieldSurvivability