Technology And Society

💡 From Steel to Software: How Weapons Have Become Code-Driven Modern missile systems are no longer defined primarily by propulsion or aerodynamics — but by code. What was once a mechanical or chemical challenge has evolved into a software-defined system, where autonomy, guidance, and decision-making are increasingly driven by embedded algorithms. A “self-controlled” missile today integrates several layers of computational intelligence: - Inertial Navigation and Kalman Filtering for sensor fusion and drift correction. - Computer Vision and Target Recognition using convolutional or transformer-based neural networks. - Adaptive Guidance Laws that use reinforcement learning or real-time optimization to adjust trajectories dynamically. - Mission Management Software that executes conditional logic — deciding, for example, when to re-target, abort, or engage under uncertain data. These systems blur the line between mechanical engineering and autonomous robotics — and between civil and military innovation. The same AI models that enable autonomous vehicles, satellite tracking, or industrial inspection can be repurposed for target identification and dynamic flight control. This is the essence of dual-use technology: innovations born in commercial domains that can rapidly migrate into military contexts through software transfer, not physical manufacturing. This shift transforms defense R&D itself. The critical advantage is no longer only in materials or payloads, but in algorithmic superiority — speed of adaptation, data integration, and software reliability under extreme conditions. As weapons systems become code-centric, the challenge for policymakers, engineers, and ethicists alike is ensuring responsible autonomy — where control, accountability, and safety are not lost in the abstraction of software. In the age of algorithmic warfare, the sharpest edge is no longer steel — it’s software. #Defence #Miltech #Defense #DefenseTechnology #AutonomousSystems #DualUse #AIinWarfare #GuidanceSystems #SoftwareDefinedWeapons #EthicalAI #InnovationSecurity

𝗧𝗵𝗲 𝗦𝗶𝗹𝗲𝗻𝘁 𝗗𝗮𝗻𝗴𝗲𝗿 𝗼𝗳 𝗨𝗻𝗰𝗵𝗲𝗰𝗸𝗲𝗱 𝗔𝗜 𝗶𝗻 𝗠𝗶𝗹𝗶𝘁𝗮𝗿𝘆 𝗖𝗼𝗺𝗺𝗮𝗻𝗱 Battlefield complexity generates data faster driving risky AI shortcuts. Ukraine shows how fragile AI is when electronic warfare disrupts communications. Algorithms often impose harsher outcomes revealing serious bias. The risk is in our failure to govern AI responsibly. The Alan Turing Institute’s report sheds light on the high-stakes tension between AI’s promise and ethical responsibility in military command. 𝗧𝗵𝗲 𝗣𝗿𝗼𝗺𝗶𝘀𝗲 𝗼𝗳 𝗠𝗶𝗹𝗶𝘁𝗮𝗿𝘆 𝗔𝗜 • Speeds up data analysis for situational awareness • Supports commanders in handling overwhelming battlefield complexity • But warns against blind reliance on algorithms 𝗗𝗼𝗰𝘁𝗿𝗶𝗻𝗲 𝗮𝗻𝗱 𝘁𝗵𝗲 𝗖𝗼𝗺𝗯𝗮𝘁 𝗘𝘀𝘁𝗶𝗺𝗮𝘁𝗲 • The Seven-Step Combat Estimate Process helps shape mission plans • AI can suggest Courses of Action (COA) • Human judgment remains essential for proportionality and legality 🎯𝗖𝗵𝗮𝗹𝗹𝗲𝗻𝗴𝗲𝘀  Technology and Battlefield Noise • Electronic warfare can sever AI’s data links • Real-world conflicts (e.g., Ukraine) show AI’s vulnerability • Overreliance risks decision-making paralysis in contested environments Military Command and Its Responsibilities • Commanders are legally accountable for decisions • AI cannot replace moral reasoning • International Humanitarian Law (IHL) requires clear human control Organisational and Cultural Shifts • Private sector innovation clashes with military identity • Risk of opaque algorithms disempowering human judgment • Collapse of information ecosystems threatens resilience 𝗧𝗵𝗲 𝗪𝗮𝘆 𝗙𝗼𝗿𝘄𝗮𝗿𝗱 Center human judgment in AI deployment • Design AI as decision-support, not decision-maker • Build for contested, degraded environments • Establish clear accountability frameworks • Promote cross-sector collaboration for resilient ecosystems 𝗕𝗼𝘁𝘁𝗼𝗺 𝗟𝗶𝗻𝗲  The next evolution of warfare will depend on wiser collaboration and designing responsible AI that amplifies ethics, accountability and human insight at the heart of every decision. Prof. Dr. Ingrid Vasiliu-Feltes|Helen Yu|JOY CASE|Hr Dr. Takahisa Karita|Antonio Grasso|Nicolas Babin |Alberto Espinosa Machado|Dr. Ram Kumar|Phillip J Mostert| Sara Simmonds |Anthony Rochand|Prasanna Lohar|Shalini Rao #AI #EthicalAI #AIinMilitary #ResponsibleAI #DigitalTrust #AIGovernance #TechForGood #InclusiveInnovation

Artificial Intelligence in the Military Domain and its Implications for International Peace and Security "Artificial Intelligence in the Military Domain and its Implications for International Peace and Security: An Evidence-Based Road Map for Future Policy Action," is produced by UNIDIR's Security and Technology Programme. This report assesses the transformative role of AI in military contexts and its profound implications for global security and highlights both the opportunities and challenges posed by AI in the military domain. On one hand, AI can enhance decision-making, improve logistics, and optimize training processes, acting as a force multiplier for military operations. On the other hand, it raises critical concerns around ethical use, accountability, and the potential for an AI arms race. Key takeaways include: 1) The need for a comprehensive UN-led dialogue to establish principles for responsible AI use in military applications. 2) The importance of developing national strategies that prioritize transparency, accountability, and robust data governance. 3) The call for multilateral, regional, and national cooperation to ensure that AI technologies are deployed safely and ethically. I encourage everyone to read this publication and reflect on how we can collectively shape a future where technology serves as a tool for stability rather than conflict.

The $500 Drone vs. the $5M Tank: The Era of Algorithm Warfare is Here 🛡️ I’m sharing my deep dive in Foreign Policy on how commercial tech is disrupting traditional military power. Here are the 3 biggest takeaways for anyone following the intersection of tech, defense, and geopolitics: 1. The Cost-Gap is the New Weapon. For decades, military power was defined by exquisite (and expensive) platforms—tanks, jets, and warships. Today, Ukrainian sea drones costing thousands are sinking warships worth tens of millions. Commercial FPV drones—the same ones hobbyists use—are taking out armored vehicles. When the attacker’s cost is 0.01% of the defender’s, the traditional math of attrition breaks. 2. The "Uberization" of the Battlefield By leveraging commercial satellite imagery (Maxar/Planet Labs), ubiquitous connectivity (Starlink), and software-defined radio (HackRF), small units now have the situational awareness previously reserved for superpower intelligence agencies. This creates a faster "OODA Loop"—the ability to observe, orient, decide, and act before the enemy can react. That’s driving a different defense acquisition strategy: a mix of exquisite and cheap/scaled tech. 3. The Strategic Implications The barrier to entry for sophisticated, high-impact warfare is collapsing with the global availability of cheap, powerful, and adaptable commercial technology. This new reality leaves us grappling with novel strategic asymmetries, including how to control the proliferation of advanced weapons when they are built from commercial components. The Bottom Line: The future of defense isn't just about who has the biggest bombs; it’s about who has the best code, the fastest updates, and the most agile commercial supply chain. My thanks to Ravi Agrawal and Audrey Wilson for their thoughtful insights. https://lnkd.in/gDwvxT2Q #DefenseTech #AI #Innovation #NationalSecurity #AlgorithmWarfare #FutureOfWar

Hidden in government laboratories across the UK sits a treasure trove of breakthrough innovations that could transform industries - but most never see the light of day. Ploughshare, the Ministry of Defence's commercialisation arm, has quietly been unlocking this potential for nearly two decades. From handheld devices detecting traumatic brain injury on rugby pitches to hydrophobic coatings now protecting consumer footwear, they're proving that military research has far broader applications than most imagine. The challenge isn't lack of innovation - it's bridging the gap between proof-of-concept and market reality. Government scientists typically focus on solving specific problems rather than commercial viability, leaving exceptional IP stranded in laboratories. Ploughshare's approach is methodical: identify promising inventions, assess their impact potential beyond defence, then either license to existing companies or create spin-outs. They've commercialised over 140 technologies, generated £126 million in economic value, and created 500+ jobs. What's particularly striking is the diversity of applications. Naval sonar research becomes underwater infrastructure monitoring. Chemical threat protection becomes waterproof footwear. Military camera technology transforms industrial inspection capabilities. The real opportunity lies in re-examining past research with fresh perspectives. AI is now helping revisit failed trials, uncovering why they failed and enabling successful redevelopment. For the UK's innovation ecosystem, this represents untapped potential at scale - taxpayer-funded research delivering broader economic and social impact. #DefenceInnovation #TechTransfer #UKInnovation #Commercialisation

I had the privilege of hearing Lt. General (Ret’d) Jack Shanana speak earlier this year, and one of his ideas stuck with me: military tasks fall on a bell curve for automation. On one end are tasks so fast or frequent they must be automated. On the other, decisions so consequential—like launching a nuclear strike—they must not be. And in between? That’s the growing space for human-machine teaming. It was during this talk that Gen. Shanana recommended "Army of None" by Paul Scharre. I’m glad he did. This book is a fascinating, often surprising journey through the past, present, and future of #autonomous weapons. Did you know combatants were experimenting with autonomous aircraft as far back as WWI? Or that the U.S. Navy fielded autonomous anti-ship cruise missiles in the 1980s? The tech—and the way militaries fight—has changed dramatically since then. Yet some things haven’t: war is still ultimately a political struggle, brutal, uncertain, and driven by human judgment. The big question is, how much judgment should humans keep? Scharre, a former U.S. Army Ranger turned Pentagon policy expert, doesn't give easy answers. Instead, he unpacks the complexity of autonomous systems in war—from swarming #drones and battlefield #AI to international efforts (and failures) to create arms control frameworks. He’s clear-eyed about the benefits: speed, precision, force protection. But he also warns of the risks: accidents, escalation, and machines making lethal decisions with no one accountable. Scharre challenges us to think about what kind of wars we can fight—and the ways we do so. Key Takeaways: 1. Autonomy in warfare isn’t actually new—but it’s accelerating fast. 2. Legal and ethical frameworks haven’t kept up, but they need to be reconsidered urgently. 3. Human-machine teams will define the future of conflict. AI is reshaping conflict. How far should that be allowed to go. Who decides when it’s gone too far? That is probably a whole of society question - and one that governments will need to answer with speed and steady reasoning. Give the book a read and get involved in these discussions. I firmly believe that having a view on matters of national security is a civic duty. What do you think? #defence #defense #military #AI #ethics #conflict #warfare

Supply Chains Are Now Battlefields This week we saw the next evolution, Iranian Shahed drones targeting commercial data centres in the Gulf. Not military bases, not warships, but cloud infrastructure, an Amazon Web Services datacentre in the UAE was struck, followed by further attacks across the region. Millions of people suddenly couldn’t, 👉 Pay for taxis 👉 Access banking apps 👉 Order food 👉 Run digital businesses Modern life stopped. War used to focus on military assets, now it focuses on systems that power economies. 👉 Energy 👉 Data 👉 Logistics 👉 Financial networks 👉 Subsea cables 👉 Cloud infrastructure You don’t need to defeat an army if you can disable the system that supports society itself. This is asymmetric warfare at scale. A $40,000 drone can now create billions in economic disruption. AI Infrastructure as a target. There’s another strategic signal here, The Gulf has been investing tens of billions to become a global AI compute hub, massive datacentres, cheap energy and global fibre connectivity. Some of the largest AI training facilities on earth are being built here. If AI infrastructure becomes strategic, it becomes a military target. The Pattern is familiar if you’ve been watching Ukraine, 👉 Power grids targeted 👉 Telecom networks attacked 👉 Logistics nodes disrupted 👉 Ports and grain supply chains weaponised Infrastructure equals power, and therefore infrastructure equals vulnerability. It’s the defence problem nobody planned for. For decades Western defence planning focused on, 👉 Aircraft 👉 Missiles 👉 Tanks 👉 Naval fleets The systems that now underpin national power are civilian-owned infrastructure, cloud platforms, AI compute clusters, datacentres and subsea cable networks. None of these were designed to survive military attack, yet they are now strategic assets. The Opportunity for Defence Innovation? This creates an entirely new defence market, the protection of, 👉 Datacentres 👉 Cloud infrastructure 👉 Subsea cables 👉 Logistics hubs 👉 AI compute facilities This will require: 👉 Low-cost air defence 👉 Counter-drone systems 👉 Sensor networks 👉 Cyber-physical protection 👉 Infrastructure resilience tech This is where SMEs can lead, because the primes weren’t designed to solve distributed infrastructure defence problems, agile technology companies are. What we’re witnessing is the civilianisation of the battlespace. War is no longer confined to battlefields. It now targets the systems that make modern economies function. 👉 Energy. 👉 Data. 👉 Supply chains. 👉 Compute power. This means the line between commercial infrastructure and national security is disappearing. We’re now seeing the next phase, digital infrastructure is now a battlefield. The question is no longer if these systems will be targeted, the question is this, who will build the technologies that protect them? #SupplyChainSecurity #DefenceInnovation #DroneWarfare #AIInfrastructure #DefenceTech #SMEInnovation

Ever wondered what GPS, the Internet, and Drones have in common? 🚀 They all started as military innovations before revolutionizing the world. It’s a fascinating story of how technologies developed for defense have transformed our civilian lives, and drones could be the next candidate for this evolution. 🔹 𝗪𝗵𝗮𝘁 𝗮𝗿𝗲 𝘀𝗼𝗺𝗲 𝗸𝗲𝘆 𝗲𝘅𝗮𝗺𝗽𝗹𝗲𝘀 𝗼𝗳 𝗺𝗶𝗹𝗶𝘁𝗮𝗿𝘆-𝗱𝗲𝗿𝗶𝘃𝗲𝗱 𝘁𝗲𝗰𝗵𝗻𝗼𝗹𝗼𝗴𝗶𝗲𝘀? • 𝗚𝗹𝗼𝗯𝗮𝗹 𝗣𝗼𝘀𝗶𝘁𝗶𝗼𝗻𝗶𝗻𝗴 𝗦𝘆𝘀𝘁𝗲𝗺 (𝗚𝗣𝗦): Initially developed for military navigation and missile guidance, GPS is now integral to everything from smartphone maps and ride-sharing apps to precision agriculture and surveying. • 𝗜𝗻𝘁𝗲𝗿𝗻𝗲𝘁: Born from the U.S. Department of Defense's ARPANET project to create a decentralized, resilient communication network. It’s now the backbone of global commerce, communication, and information sharing. • 𝗗𝗿𝗼𝗻𝗲 𝗧𝗲𝗰𝗵𝗻𝗼𝗹𝗼𝗴𝘆: Once exclusive to military reconnaissance and precision operations, drones are now revolutionizing industries from logistics to agriculture, unlocking new possibilities in the commercial world. 🔹 𝗛𝗼𝘄 𝗵𝗮𝘃𝗲 𝗱𝗿𝗼𝗻𝗲𝘀 𝗲𝘃𝗼𝗹𝘃𝗲𝗱 𝗳𝗼𝗿 𝗰𝗼𝗺𝗺𝗲𝗿𝗰𝗶𝗮𝗹 𝗮𝗽𝗽𝗹𝗶𝗰𝗮𝘁𝗶𝗼𝗻𝘀? • 𝗠𝗶𝗹𝗶𝘁𝗮𝗿𝘆 𝗢𝗿𝗶𝗴𝗶𝗻𝘀: Early drones were primarily for military use – think unmanned reconnaissance aircraft. European military forces were using early versions of unmanned “drones” in 1800s; British Royal Navy developed the DH.82 Queen Bee, a radio-controlled target drone in 1935; US military drone Program began around the same time • 𝗘𝗮𝗿𝗹𝘆 𝗖𝗶𝘃𝗶𝗹𝗶𝗮𝗻/𝗛𝗼𝗯𝗯𝘆𝗶𝘀𝘁 𝗔𝗱𝗼𝗽𝘁𝗶𝗼𝗻: Enthusiasts and hobbyists started experimenting with drone technology, paving the way for civilian applications. • 𝗣𝗿𝗼𝗳𝗲𝘀𝘀𝗶𝗼𝗻𝗮𝗹 & 𝗖𝗼𝗺𝗺𝗲𝗿𝗰𝗶𝗮𝗹 𝗘𝗺𝗲𝗿𝗴𝗲𝗻𝗰𝗲: Drones began to be adopted for professional photography and videography, inspections (bridges, power lines), agriculture (crop monitoring), and more from 2000s 1. Expanding Industry Applications: Today, commercial drones are transforming industries: 2. Delivery & Logistics: Last-mile delivery, package transport, and medical supply drops. 3. Infrastructure Inspection: Safer and more efficient inspection of critical infrastructure like wind turbines, pipelines, and cell towers. 4. Agriculture: Precision spraying, crop health monitoring, and livestock management. 5. Public Safety: Search and rescue, disaster response, and law enforcement support. 6. Real Estate & Media: Aerial photography, filmmaking, and live event coverage. This cycle of innovation – where military R&D seeds technologies that then blossom into widespread commercial use – is a powerful engine of progress. It highlights how investments in defense can have unexpected and profound positive impacts on our everyday lives and the broader economy. #MilitaryTech #Innovation #TechHistory #Drones #GPS #Internet #DualUseTech #TechTransfer #FutureofTech Vishan Patel Akshay Rao Endeavor Global Advisors