Russian forces appear to use AI to plan air attacks and recognize targets amid raids on Ukrainian cities. This may include recent air attacks on Odesa that have come in waves with short gaps, Deputy Air Force Commander for Air Defense Colonel Yurii Cherevashenko says, Ukrinform reports.

Russia has already equipped its jet-powered Geran-4 drones with machine vision, allowing them to recognize and track targets on their own in the final seconds of flight. Recently, a single jet drone hit a locomotive in Odesa Oblast in late September and killed two railway workers.

The scale of Russia's AI use is hard to measure, Cherevashenko continues, but Ukrainian specialists already see its elements in how attacks are organized. The long, wave-by-wave strikes on Odesa would be far harder to plan and coordinate without it, he believes.

"Russian forces use AI to lay out attack routes and to recognize targets," Cherevashenko says, framing it as his own assessment rather than a confirmed fact.

The sea is harder to defend than land

Odesa Oblast is home to the biggest port in Ukraine, "Southern". Protecting it is a challenging task as guarding the airspace over water is tougher than over land, Cherevashenko says. Some air defense assets do not perform as well at sea, and in some cases, crews can intercept a target only as it approaches.

Weather adds to the problem, with storms and fog, while the open sea gives Russia more freedom to choose drone routes and launch points. To protect ports and the coast, Ukraine uses drone motherships, platforms that carry other drones aloft to extend their flight time and keep watch over set areas.

Ukraine answers AI with AI

Ukraine is also building its own AI for air defense. Automated turrets using machine vision now help counter Russian drones. According to Army Media, the Air Force says such turrets have scored their first shoot-downs, including of Geran-5 jet drones, with one soldier saying 50 rounds were enough to bring down a Geran.

Ukraine's Defense Ministry is going further. In late September, it unveiled an AI system called SPECTR, built by its A1 Artificial Intelligence Center and already in testing with several combat units, to analyze battlefield data, predict Russian moves, and suggest options to commanders.

German radar maker Hensoldt has signed a memorandum with Ukraine's Defense Ministry for more large-scale radar deliveries, the company said on 5 October. Ukrainian defense outlet Defense Express reads it as a step toward fitting Hensoldt's TRML-4D, already in Ukrainian service, into FREYJA, a planned shield against ballistic missiles.

Ballistic missiles remain the hardest threat in Russia's air war. After Russia's overnight barrage on 7 October, Ukrainian President Volodymyr Zelenskyy said Ukraine is still searching daily for Patriot missiles. The only other system Ukraine can use against them is the Franco-Italian SAMP/T, which fires Aster 30 interceptors made in small numbers. That gap is why Fire Point is reworking its FP-7 missile into a Patriot-like interceptor. Such an interceptor still needs radars to find its target first.

A memorandum signed during Merz's visit

Hensoldt CEO Oliver Dörre signed the document on the sidelines of German Chancellor Friedrich Merz's visit to Ukraine. Beyond deliveries, it covers further development of radar capabilities. The partners will also study options to deploy and jointly operate TRL-4D LR long-range radars. Hensoldt said this expands cooperation already agreed on in ballistic missile defense.

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The TRL-4D LR is the land-based version of a long-range radar Hensoldt also builds for the German Navy, German outlet Sicherheit & Verteidigung reported. The outlet cited Germany's defense procurement office as giving the naval version a range of more than 400 km (250 miles) against air targets. That, it concluded, puts the range well beyond the TRML-4D's.

"The Ukrainian air defence forces urgently need our high-performance radars to help protect infrastructure such as bridges," Dörre said.

Defense Express, describing the same memorandum, tied both the mass deliveries and the joint-operation plan to the TRML-4D. Hensoldt's release names no model for the deliveries and links joint operation to the TRL-4D LR.

Eyes for FREYJA

Hensoldt and Fire Point signed a memorandum on FREYJA at the Eurosatory arms show in Paris in June, with the TRML-4D to play a key role, Hensoldt announced. Fire Point is set to act as prime contractor and hold design authority. Hensoldt is to produce, test, and deliver the radars.

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Defense Express expects any study of deployment options to focus on how well the radar detects ballistic missiles and relays that data. Hensoldt has its own unit in Ukraine to work closely with operators, the outlet noted. Earlier, the company began setting up a local hub so Ukraine can service and repair the TRML-4D itself.

Already on duty

Ukraine's military uses the TRML-4D both standalone and as the built-in radar of the IRIS-T SLM medium-range air defense system, Defense Express noted. Hensoldt lists an instrumented range of 250 km (155 miles) at altitudes up to 30 km (19 miles). Defense Express, citing the manufacturer, gives track ranges of more than 120 km (75 miles) for fighter jets and more than 60 km (37 miles) for supersonic missiles.

More radars give earlier warning of ballistic strikes, but they cannot stop them. Until the FP-7.X makes its first ballistic intercept, planned for mid-2027, that job stays with Patriot and SAMP/T missiles. Partners delivered three times fewer air defense missiles in the first half of 2026 than a year earlier, Zelenskyy said on 5 August.

Russia's jet-powered attack drones could eventually reach 800–900 km/h, and intercepting them will demand new piloting skills—so Ukraine has asked the makers of its interceptor drones to build simulators to train the crews, a senior Air Force officer told a parliamentary commission on 6 October, Suspilne reported.

Russia keeps modifying its jet Shaheds faster than Ukraine can field the drones meant to catch them, and Kyiv is now preparing crews for speeds its interceptors have never faced—a sign the air war is shifting from a contest of volume to one of raw speed.

The speed Russia hasn't reached yet

Colonel Yurii Cherevashenko, deputy commander of Ukraine's Air Force, told the commission that Russia's jet drones fly at around 600 km/h today but could eventually reach 800–900 km/h—speeds he said have not been recorded so far. That range sits near the cruising speed of a commercial airliner.

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Intercepting such targets will take specific piloting skills, Cherevashenko said. When an interceptor and its target move at roughly the same speed, he noted, the pilot barely perceives the difference in their speeds. To train for that, Ukrainian interceptor-drone makers have been tasked with building simulators where crews can practice against high-speed targets.

Where Ukraine stands now

Ukraine already downs 85% to 90% of Russia's slower, propeller-driven drones, Ukrainian President Volodymyr Zelenskyy has said, but the jet models remain a tougher problem—Ukrainian interceptors scored their reportedly first kill of a jet-powered Shahed in November 2025. In a 28 September evening address, Zelenskyy put the jet-drone interception rate at about 57%, lower than required. Days later, he said Ukraine is testing five interceptor-drone models and could be producing about 400 of one of them by the end of October. Asked when jet-drone interceptors would arrive at the scale needed, Cherevashenko answered: "Not before the end of November."

Russia attacked Kyiv and 12 oblasts overnight on 7 October with about 70 missiles, many of them ballistic, as well as Shahed drones, President Volodymyr Zelenskyy said. The strikes killed at least 20 people, with the deadliest hit on an apartment block in Pryluky in Chernihiv Oblast. Russia also hit Kremenchuk, Oleksandriia, Dnipro, and Zaporizhzhia, while Poland scrambled its jets.

Moscow has likely begun its winter strike campaign earlier than usual, aiming to make civilian life in Ukraine unbearable, and UN figures already show civilian casualties running 55% above last year's.

Update: Pryluky death toll rises to 14, including four children

The death toll from the Russian strike on Pryluky has risen to 14, including four children, Ukraine's State Emergency Service said on the afternoon of 7 October. Fifty people were injured, seven of them children, and rescuers pulled 15 people from the rubble, including a child.

Russia attacked Pryluky with cruise missiles, and one scored a direct hit on the five-story apartment building, Chernihiv Oblast head Viacheslav Chaus said. Earlier in the day, he reported that 27 of the injured had been hospitalized, three in serious condition. The search-and-rescue operation was still under way.

Morning repoting: five dead in Pryluky

A Russian missile struck a five-story apartment building in Pryluky early in the morning, while residents were still asleep, Chernihiv Oblast head Viacheslav Chaus said. The strike completely destroyed one sectkion of the building, killing five people and injuring 26, including five children, Ukraine's National Police reported. Rescuers pulled three people from the rubble, including a child, and more people may still be trapped, Chaus said.

"Today, for Putin's birthday, the Russian army 'gave' him the destruction of an apartment building in Pryluky in Chernihiv Oblast. It was an ordinary five-story building," Zelenskyy said.

Kyiv, Kremenchuk, and Oleksandriia

In Kyiv, Russian missiles hit non-residential buildings and warehouses in the Obolonskyi and Podilskyi districts, Mayor Vitali Klitschko said. Strikes also hit the Shevchenkivskyi district, and debris burned in the Darnytskyi district, he added. In the Darnytskyi district, a missile set fire to a garage cooperative, where firefighters rescued two people and found two men dead, Klitschko wrote. Police and rescuers worked to defuse an unexploded ballistic missile that fell among apartment blocks in the same district, the National Police said.

In Kremenchuk, Russian missiles hit a densely populated residential area, killing two people and injuring seven, Poltava Oblast head Vitalii Diakivnych said. Zelenskyy later put the number of injured at eight and said four high-rises were damaged.

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In Oleksandriia in Kirovohrad Oblast, Russia hit an enterprise. One person was killed, three injured, and two were out of contact, Kirovohrad Oblast head Andrii Raikovych said. Zelenskyy later put the death toll there at two.

Drones and other targets

In Dnipro, Russian strikes damaged an industrial enterprise, apartment buildings, and a sports club, Dnipropetrovsk Oblast head Oleksandr Hanzha said. In Nikopol district, the attacks injured a 65-year-old woman and a 64-year-old man. Russia also struck Lozova in Kharkiv Oblast with a missile, and a drone hit an apartment building in Zaporizhzhia, police said.

In Zaporizhzhia, Russia attacked a transport infrastructure facility, acting oblast head Mykhailo Semikin said, a day after a strike on one of the city's bridges over the Dnipro halted traffic. In Kyiv Oblast, three production and warehouse buildings were damaged in Obukhiv district, with no casualties, the Kyiv Oblast Military Administration said.

Air defense downed five ballistic missiles, 39 cruise missiles, and 117 drones, while missiles and drones hit 18 locations, the Air Force said. Polish military aircraft took off and Poland put its ground-based air defense on alert during the attack, Poland's Operational Command said.

Russian ballistic missiles remain the biggest challenge, Zelenskyy said, adding that Ukraine is searching daily for Patriot missiles.

Strikes across the front over the past day

Russian attacks killed one person and injured 11 in Kherson Oblast over the past day, the Kherson Oblast Military Administration reported. Russia injured 12 people in Donetsk Oblast on 6 October, Donetsk Oblast head Vadym Filashkin said. Two people were injured in Kharkiv Oblast, Kharkiv Oblast head Oleh Syniehubov said.

Bridges and a maternity hospital in Russia's sights

Russia has stepped up strikes on Kyiv's bridges and has now extended them to Zaporizhzhia. In September, a Russian ballistic and hypersonic missile attack on Kyiv damaged a maternity hospital.