Russia deploys AI-guided Shahed drones as Ukraine counters with autonomous interceptors

Russia introduces machine-vision targeting to Shahed platform

Russia has deployed a new variant of its Iranian-designed attack drone equipped with artificial intelligence targeting capabilities, according to reporting first published by Euromaidan Press. The "Geran-4 Siker" uses machine-vision AI to autonomously recognize and track ground targets during its final approach, increasing accuracy while reducing vulnerability to electronic warfare countermeasures.

The base Geran-4 platform operates on a Chinese-made Telefly turbojet engine producing 160 kilograms-force of thrust and reaches speeds up to 500 kilometers per hour, according to Ukraine's Defense Intelligence (HUR). The drone carries either a 50-kilogram high-explosive or thermobaric warhead, or an enlarged 90-kilogram thermobaric payload. Russia began combat deployment of the Geran-4 against Ukrainian targets in May 2026.

Russian propaganda sources cite a cruise speed of 300 kilometers per hour for the Siker variant, which sits at the upper limit of what Ukraine's existing cheap interceptor drones can effectively engage. The machine-vision system provides terminal-phase targeting capability that cannot be easily disrupted by jamming in the final seconds before impact.

Ukraine fields AI-powered counter-drone systems

Ukrainian defense forces have responded with their own AI-driven autonomous interceptor drones. In June 2026, Ukrainian forces tested an AI interceptor against a Russian Shahed in Kharkiv Oblast, automating 95 percent of the engagement sequence from launch through target destruction.

Defense companies General Cherry and STRIX have integrated chemical accelerators into Ukraine's Bullet counter-drone interceptor specifically to address the speed advantage of jet-powered Shahed variants. The chemical-energy booster system was deployed in June 2026 to close the performance gap that emerged when Russia transitioned from gasoline-powered to jet-powered attack drones.

Ukraine's interception rate for gasoline-powered Shaheds reached 90 percent in June 2026, according to the Ministry of Defense. Russia's shift to faster jet variants represents a direct response to Ukraine's interception success.

Supply chain dependencies remain

The Geran-4 drones are manufactured at Russia's Alabuga Special Economic Zone in Tatarstan, the country's primary Shahed production facility. Each Alabuga-produced Shahed contains 294 imported components, including approximately 120 parts from China and Taiwan and 100 from the United States, according to Ukrainian Presidential Envoy for Sanctions Policy Vladyslav Vlasiuk.

Jet-powered variants require additional foreign inputs including turbojet engines and propellant systems, making them more expensive to produce and more vulnerable to sanctions enforcement than earlier gasoline-powered versions.

Why it matters

The deployment of AI-guided attack drones and AI-driven interceptors marks a significant escalation in autonomous weapons systems used in active combat. Unlike previous electronic warfare contests, machine-vision targeting operates independently of GPS or radio signals, forcing defenders to develop kinetic interception solutions rather than relying on jamming. The direct AI-versus-AI dynamic—where both attack and defense systems operate with minimal human intervention—represents a new phase in drone warfare with implications for military technology development globally. The heavy reliance on foreign components in Russia's advanced drone variants also highlights persistent supply chain vulnerabilities despite two years of international sanctions.

Details in this report were first published by Euromaidan Press, citing Ukrainian Defense Intelligence and Russian propaganda sources.