In the ongoing conflict between Russia and Ukraine, artificial intelligence (AI) is emerging as a significant factor on the battlefield, prompting calls for Western militaries to adapt swiftly to new technological realities. Recent observations from a Ukrainian frontline bunker illustrate how AI is increasingly integrated into combat operations, raising both strategic and ethical questions.
Ukrainian forces are employing AI-enabled systems such as Delta, a battlefield management tool that processes vast amounts of data to provide actionable intelligence. AI supports both defensive and offensive measures, including coordinated drone swarm attacks and precision targeting designed to counter electronic jamming. Ground drones, capable of operating over distances of 30 kilometers or more, are utilized for a range of tasks, from delivering supplies and evacuating wounded soldiers to engaging enemy targets. These medical evacuation missions have particular importance due to Russian attacks on medical teams, leading the Ukrainian military to incentivize robotic rescues with a points-based system that prioritizes such operations.
The extent to which these AI systems function autonomously remains unclear. Ukraine’s top commanders have been cautious in discussing whether AI carries out fully independent strikes. Meanwhile, Russia is reportedly adopting similar AI innovations, with alleged assistance from China, exemplified by a recent autonomous drone attack in the Zaporizhzhia region.
The tactical use of AI in Ukraine has broader implications for NATO and Western defense strategies. Experts argue that traditional military procurement—focused on expensive, long-development-cycle platforms like fighter jets—is no longer sufficient. The conflicts in Ukraine and Iran have demonstrated how relatively low-cost drones and AI-enhanced systems can effectively neutralize costly conventional weapons. This has motivated efforts within the U.S. Department of Defense, led by figures such as Deputy Secretary of Defense Steve Feinberg, to incorporate innovative, venture capital-backed start-ups into military procurement.
NATO Secretary-General Mark Rutte has also endorsed reforming defense acquisition processes in response to lessons learned from Ukraine, emphasizing the need to strengthen allied capabilities through rapid technological adaptation. However, these reforms face significant challenges, as Western procurement models differ substantially from Ukraine’s agile, iterative approach, which features close feedback loops between frontline users and technology developers.
Analysts suggest that Western militaries must move beyond a Cold War mindset that frames conflicts as binary struggles between major powers. With emerging technologies like AI and drones lowering barriers to military effectiveness, smaller states and non-state actors can inflict significant damage on larger forces. Consequently, Western countries are urged to deepen partnerships with Ukraine to better understand and integrate its AI-driven innovations, as seen in recent UK-Ukraine collaborations involving AI training data.
Concerns persist among Western publics about the ethical implications of AI in combat, particularly regarding autonomous weapons systems operating without human oversight. Some American tech companies have withheld their AI models from direct military use unless a human remains in control. Ukraine, operating outside NATO constraints, appears more willing to explore AI autonomy in combat scenarios.
Experts conclude that while establishing ethical frameworks for AI military applications is essential, the advancement of AI in warfare is inevitable. Western governments must cooperate closely with Ukraine to shape these developments responsibly, recognizing that AI technologies cannot be readily disentangled from future conflicts given the experimentation underway by Russia, Iran, and China.