Ukraine's military balances AI-powered drones with human reconnaissance troops

As electronic warfare actively jams GPS and communication channels on the battlefield, Ukraine is integrating artificial intelligence into drones and missiles to enable autonomous navigation and computer vision target recognition. However, defense experts and Fire Point CEO Irina Terekh emphasize that human operators remain essential to prevent system errors and make final combat decisions. Meanwhile, human reconnaissance troops, such as those in Ukraine's 60th Mechanized Brigade, continue to undergo dangerous training to perform vital battlefield roles that technology cannot fully replace.

AI-powered drone navigation

• ▪Ukrainian defense companies are integrating artificial intelligence into unmanned aerial vehicles to enable navigation, target recognition, and route adjustment without relying on satellite navigation or constant operator communication.
• ▪Artificial intelligence in drones can compare real-time camera images of terrain with pre-loaded maps to verify and correct the flight route during a mission.

Electronic warfare countermeasures

• ▪Serhii "Flash" Beskrestnov, a freelance adviser to the Ukrainian president, reported that Russia is deploying drones with artificial intelligence elements to make strike drones less visible to Ukrainian electronic intelligence.
• ▪Drones equipped with artificial intelligence can bypass electronic warfare jamming by transitioning to autonomous control systems once communication with the operator is lost.
• ▪Electronic warfare systems on the battlefield in Ukraine actively jam satellite navigation, control channels, and data transmission, causing drones to lose contact with operators or fail to receive GPS signals

Computer vision target recognition

• ▪Computer vision algorithms in Ukrainian drones compare real-time camera feeds with pre-loaded databases containing images of equipment like tanks, armored combat vehicles, and transport trucks to identify targets.
• ▪Military analyst Oleksii Hetman stated that artificial intelligence in drones functions as a computing system that adjusts engine and control surface operations based on image comparisons, rather than understanding situations like a human operator.

Human operator oversight requirements

• ▪Military experts warn that fully autonomous drones risk system errors over long distances, potentially causing them to act contrary to their intended purpose and threaten friendly forces or civilians.
• ▪Fire Point CEO Irina Terekh stated that Fire Point utilizes both "man-in-the-loop" and "man-on-the-loop" approaches, emphasizing that final combat decisions should remain with human operators.

Autonomous missile guidance systems

• ▪Artificial intelligence is integrated into missiles to support guidance systems, maintain designated flight paths, and adjust targeting coordinates when entering areas affected by electronic warfare.
• ▪Missiles utilizing artificial intelligence require significantly higher processing speeds and performance standards than drones because missiles travel at much faster speeds.

Reconnaissance troop training

• ▪Journalists Nick Allard and Asami Terajima traveled to Kharkiv Oblast to meet reconnaissance soldiers from Ukraine's 60th Mechanized Brigade, which is part of the 3rd Army Corps.
• ▪Reconnaissance soldiers in Ukraine's 60th Mechanized Brigade undergo specialized training to perform reconnaissance, which is considered one of the Ukrainian army's most dangerous roles.

Debatable claims

• ▪Military drones should operate with full autonomy in combat
• ▪AI-powered drones can fully replace human reconnaissance troops