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.

Natalia is 25 years old and from Odesa. She has served in two armies—the Israeli and Ukrainian militaries. In the Armed Forces of Ukraine, she has, among other things, carried out missions as part of a UAV, FPV drone, and strike-wing crew on the Zaporizhzhia and Kupiansk fronts, NV reported on 5 October.

During the Russo-Ukrainian war, women in Ukraine have the right to voluntarily enlist in the military. As of March, more than 75,000 women were serving in the armed forces, more than 55,000 of them as service members, the commander-in-chief said, and their number has been growing every year. Recently, discussion around the mandatory mobilization of women has intensified. Keith Kellogg, former US Special Presidential Envoy for Ukraine under President Donald Trump, said that he considered mobilizing women in Ukraine appropriate. In response, Iryna Vereshchuk, Deputy Head of the Office of the President of Ukraine, said she would rather see more missiles and more will from the United States than advice to mobilize women.

In Israel, Natalia served in a search-and-rescue brigade as a rescue soldier and in the engineering corps during a deployment along the northern border.

Natalia was born in Russia’s Saint Petersburg but does not remember her life there

The young woman was born in St. Petersburg, where her family lived at the time. When she was a year and a half old, her mother returned to Odesa with her and her older son. Natalia says she remembers her life exclusively in Ukraine.

She spent the first nearly two years studying at Lviv University, but later decided to leave the university and look for other educational opportunities. Natalia studied, among other places, in Denmark through a scholarship program. After completing it, she planned to enroll at a European university to study sound engineering, but the coronavirus pandemic began at that time.

She moved to Israel under a program for Jewish youth at the end of 2020. After the program ended, due to quarantine restrictions and closed airports, Natalia faced a choice: obtain a work visa or acquire citizenship under the Law of Return. She chose the latter—and with it, she also became obligated to perform military service.

In May 2022, Natalia joined the Israeli military and chose a combat unit.

“When the war started in Israel itself, I still had six months of mandatory service left. I was discharged and immediately transferred to reserve service. Once I managed to resolve all the bureaucratic issues so that this would not be considered desertion, I returned to Ukraine,” the young woman says.

Natalia returned to Ukraine in March 2025, and in August signed a contract with the Armed Forces of Ukraine.

“The army—both Israeli and Ukrainian—gives you a deeper understanding of what society is made of”

Among the advantages of the Ukrainian army, she highlights its ability to quickly adapt to circumstances. In particular, she mentions the use of drones, OSINT, and solving complex technological tasks with minimal resources.

“The West could learn from this situational agility. They often spend huge budgets on developments that should be cheap and mass-produced,” the veteran says.

However, such Ukrainian ingenuity is largely a consequence of a lack of funding, Natalia notes.

In the Israeli military, Natalia highlights society’s readiness for the constant threat of war and more systematic planning of military service.

“There, preparation for and perception of the army begin at school: by the age of 14–15, teenagers already understand where they want to go, what skills they need, and undergo selection for special or intelligence units,” the young woman says.

She then gives the opposite example of the situation in Ukraine.

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“In Ukraine, with very rare exceptions, people hide until they are mobilized, and suddenly face the reality of conscription without having any understanding of the system,” the veteran says.

Asked how adapted the Ukrainian army is to women, she answered: “In no way,” adding that the Israeli army is “also largely not fully adapted.”

In Ukraine, this is reflected, in particular, in the provision of clothing and equipment that often does not correspond to women’s sizes and physiology. She says she had to purchase her own anatomically fitted body armor. She cited the example of veteran Natalia Lishchyshyna, who had her breasts amputated due to prolonged wearing of body armor that was not adapted to the female anatomy.

In Israel, by contrast, there is a practice of reimbursing expenses for equipment that service members purchase at their own expense.

Serving in the military in both countries provides an opportunity to better understand what society is actually made of, the young woman says.

“The army—both Israeli and Ukrainian—gives you a deeper understanding of what society is made of. You encounter people you would never have crossed paths with in your civilian bubble because of differences in views or socioeconomic circumstances,” Natalia says.

She believes this makes it easier to accept mistakes, difficulties, and new challenges.

The Ukrainian army is not adapted to women in any way, Natalia says

In Natalia’s view, the problem is not only the living and working conditions but, above all, the lack of mechanisms necessary for the systematic mandatory mobilization of women. At the same time, she believes voluntary recruitment should be encouraged and expanded.

One of the problems is the lack of a legal procedure for temporary childcare in cases when both parents are simultaneously carrying out combat missions, Natalia says, stressing that she means the period of their service, rather than situations involving the death of one of the parents.

Another shortcoming is insufficient protection against sexual violence and harassment in the Ukrainian military.

“Here, any complaint goes through the direct chain of command. If the commander is not interested in resolving the problem or is involved in it themselves, the woman is left defenseless,” the veteran says.

In Israel, by contrast, there is a separate hotline and mechanisms for documenting such cases without directly approaching a commander.

Women in combat positions can also still be taken insufficiently seriously, denied participation in combat missions, or transferred to staff positions without their consent.

Natalia also emphasizes the lack of systematic military training for civilian women “at any level” and gives school education as an example.

“Even with the weak level of the school curriculum for the subject ‘Defense of Ukraine,’ boys had at least some basic knowledge. Girls were not involved in it at all,” the veteran says.

For now, Natalia believes that women’s military service should remain voluntary, as society as a whole is still not ready to fully accept women in the military.

Russian glide bombs that struck central Sumy on 29 September damaged a 19th-century church, the city cemetery around it, and a bronze statue of Christ, NV reported, citing the diocesan outlet Pravoslavna Sumshchyna. The same strike hit a school and nearby homes. Russia kept up its attacks across Ukraine over the following night and day.

Russia continues its terror campaign against Ukrainian civilians, and churches are among its routine targets, from a church its incendiary drone burned to the ground in Donetsk Oblast to one its drone damaged in western Ukraine's Lviv. Its strikes keep landing in city centers where people live, study, and pray, as when a drone hit Kyiv's Academy of Sciences in broad daylight.

The church near the epicenter

Russia struck Sumy with four guided aerial bombs. The blast damaged the Church of Saints Peter and Paul, a national-level architectural monument that stood near the epicenter. The church belongs to the Sumy Diocese of the Ukrainian Orthodox Church (Moscow Patriarchate).

Almost the entire building was damaged, said the rector, Archpriest Mykola Holyk. The blast wave knocked out windows and broke nearly every pane.

Plaster fell and the ceiling collapsed in several places. It tore out doors and wooden fittings, knocked some icons from their places, and holed the roof in many spots. Large and small fragments of the bomb pitted the walls.

Local patrons paid to build the church between 1843 and 1851, in the late classicist style.

A cut across Christ's chest

In front of the church stands a bronze statue of Christ, placed in the late 19th century on the grave of Dmytro Sukhanov, a merchant and former mayor of Sumy. Bomb fragments left a cut across the statue's chest. The statue is a local landmark of monumental art, the outlet Tsukr noted. The strike also damaged about 50 graves in the Central City Cemetery beside the church.

"The godless enemy continues to kill civilians, endanger children, and destroy schools, homes, hospitals, churches, and cemeteries," the diocese said.

The same attack hit a school where students were sheltering, and a residential area where two people were killed and six injured, three of them children. In September, Russian strikes on Kyiv also damaged two churches belonging to the same Moscow-linked church, the Exaltation of the Cross on Podil and the Pokrova Church on Priorka.

Another day of Russian strikes

Overnight on 1 October, Russia launched 107 Shahed-type drones at Ukraine, 63 of them jet-powered, the Air Force said. Air defenses downed or suppressed 87, and drones hit 11 locations. In Sumy, a guided bomb hit private homes, injuring two women and damaging about six houses, city military administration head Serhii Kryvosheienko reported. On the morning of 30 September, a Russian strike set a shopping center in Sumy Oblast's Romny district on fire, and crews fought the blaze until late that night, the State Emergency Service said. In Kyiv on the morning of 1 October, a drone hit a school in the Solomianskyi district while children sheltered inside, Mayor Vitali Klitschko said. More than 100 students and about 60 staff were in the shelter, and no one was hurt, police said. A warehouse fire in Kyiv's Obolon district injured one person.

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Over the past 24 hours, Russian mortar fire killed two men in Sumy Oblast's Seredyna-Buda hromada, and 15 people were injured across the oblast, the regional administration reported. A morning drone attack killed a 50-year-old man in Mykolaiv Oblast, and drones killed a 44-year-old man in Nikopol district, Dnipropetrovsk Oblast. In Kherson Oblast, Russian attacks killed one person and injured four. Eight people were hurt in Kharkiv Oblast, six in Kyiv Oblast, five in Donetsk Oblast, and three in Zaporizhzhia Oblast, according to regional authorities.

TAF Industries signed a joint-venture memorandum with Danish firm Upteko for production but says bureaucracy is slowing the process. Meanwhile, Resist.UA agreed to invest in BlueShadow, a Danish maritime-defense startup whose founder commanded a US nuclear submarine and whose engineering team works largely in Ukraine, Defender Media reported.

Ukraine's defense industry has outgrown much of its own 2022-era hardware in two years of rapid wartime iteration, but a government fee of 20-30% on export permits and over 200 stalled co-production bids have left the country's foreign arms sales far behind battlefield demand. Deals like the two in Denmark route Ukrainian technology into allied markets without waiting for Kyiv's export apparatus to catch up.

Ukrainian first-person-view drones, made on Danish soil

Drone maker TAF Industries plans to produce its first batch in Denmark by the end of 2026, through a joint venture with local firm Upteko. The two signed a memorandum in August 2026, but paperwork on both sides has slowed things down.

"We need to pass a fairly large number of bureaucratic procedures to make it possible," chief business development officer Mykhailo Diachenko told NordicDefenceWatch.

He called the year-end target reachable, "though maybe it will look more like a miracle."

TAF wants footholds in other countries that support Ukraine. It has started the process in Norway and is negotiating with Sweden's Recas. Diachenko said the goal is local production plus sharing Ukrainian combat experience and technology with European partners. TAF builds FPV drones, with capacity near 1 million units a year.

A Ukrainian fund bets on Odesa's sea defense

Ukrainian fund Resist.UA signed a letter of intent to invest an undisclosed sum in Danish maritime-defense startup BlueShadow's €2 million ($2.29 million) pre-seed round, the company announced. BlueShadow's software collects data from maritime sensors, commercial feeds, and open sources, merges them into a single operational picture, and uses AI to detect threats, Defender Media reported.

The company has also built an open software platform it says can help intercept Shahed-type drones. BlueSentry, designed to protect ports, offshore wind farms, undersea cables, and maritime borders from hybrid attack, is one product that the company plans to launch in the Baltic and North seas in October. BlueDragon, now in prototype testing with Defense Ministry certification targeted for late 2026 and deployment planned for spring 2027, is designed to defend Odesa with autonomous swarms of armed sea drones meant to shoot down Russian attack drones.

Founder Charles Maher is a former US Navy submarine commander who ran a nuclear-powered boat, Defender Media reported. Almost his entire engineering team works in Ukraine, drawing on more than 15 Ukrainian suppliers. Resist.UA this summer launched Resist 2.0, an Estonia-based fund aiming to raise €50 million for Ukrainian defense-tech companies.