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How Ukrainians are searching for missing persons using AI and an army of families

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Kyiv, Ukraine
CNN
 — 

“Hi, Mom. All good. I will be offline, probably for a long time, maybe a week or month. Don’t worry.”

That was the last message Nazar Ocheretnyi sent his mother, on March 30, 2022. Nearly three years later, he still hasn’t been in touch. The Ukrainian combat medic disappeared aged 33 in Mariupol, the eastern Ukrainian city that was then under siege in one of the bloodiest chapters in the Russian war against Ukraine.

On April 12, 2022, Ocheretnyi’s mother, Valentyna Ocheretnaya, was officially informed that her son was missing in action, “possibly captured.” Despite his 61-year-old mother’s tireless search, as of March 2025 he remains neither confirmed dead nor known to be alive.

Ocheretnyi is one of the almost 60,000 military personnel and civilians recognized as missing under special circumstances in the government’s Unified Register. However, the real number could be much higher.

“If the person is in the register – there are two main versions – the person either is in Russian captivity, or the person is dead,” said Artur Dobroserdov, Commissioner for Persons Missing under Special Circumstances.

But the longer the war continues, the more difficult it is for the Ukrainian government to find those who were captured or killed.

A girl holds a poster during a rally by families of Ukrainian prisoners of war on March 17, 2024 in Kyiv, Ukraine.

The way the war is fought has also changed since 2022. Both armies now use drones extensively, so returning bodies from the front lines is increasingly difficult – which is why Russia and Ukraine regularly exchange bodies. Ukraine has managed to bring home more than 7,000 bodies since Russia launched its full-scale invasion of Ukraine in February 2022.

“All military units know that they have to take the bodies of both our defenders and the enemy. If taken, the enemy’s body is an asset for the ‘exchange fund’ to be used in (a) repatriation procedure,” said Dobroserdov.

Mandatory DNA testing

During the last such repatriation, on February 14, Ukraine brought home the bodies of 757 fallen soldiers. But for their relatives, that still wasn’t the moment when they could finally bury their beloved according to Ukrainian traditions.

“I will tell you the bitter truth. You still have to be lucky to find your loved one and bury them,” says a comment on social media in a discussion about soldiers who are missing in action.

Identifying missing persons among repatriated remains is a long and complex process. Often, what’s returned is just remnants of bodies, Dobroserdov said – mutilated, fragmented, rotted or burnt.

“The most difficult for an expert is when one package arrives and it contains a large number of body fragments. When you open it, you don’t understand whether it belongs to one person or 10 to 20,” said Ruslan Abbasov, deputy director of the State Scientific Research Forensic Center.

Ukrainian service members who surrendered after weeks holed up at the Azovstal steel works in Mariupol are seen inside a bus which arrived at a detention facility in Olenivka in Donetsk, May 17, 2022.

Experts say that sometimes, but not often, bodies are brought back with indications of their identity. This information needs to be cross-checked, however. There have been cases where a name was assigned to a body but, after DNA testing, it turned out to be that of a completely different person.

Even if relatives recognize a fallen soldier, DNA testing is still mandatory for final identification. This is particularly essential in repatriation exchanges, said Dobroserdov, where the returned remains can belong to multiple people.

“We take a DNA sample from each body part and create a DNA profile. We release the body only after we have examined everyone from this repatriation. Because you can’t make an identification order, bury a person, and then find some more remains after a while,” explained Dobroserdov, adding that there were cases in which the remains of one body were delivered during different repatriations at different times.

In cases where the missing person has no relatives, experts also analyze the belongings they left behind – specifically items that have been in direct contact with their skin – in order to search for a DNA match.

To speed up the search, the Ukrainian authorities are turning to advanced technologies. On February 20, the National Police of Ukraine posted computer-generated images on social media of five unidentified men who were killed in action.

“If you recognize any of your relatives or friends who went missing because of the war or know people who are looking for them, please contact us,” said the message.

It was the first time that Ukrainians had made use of 3D-reconstruction techniques for this purpose.

“We are testing the technology for restoring facial features of unidentified bodies based on the shape of the skull and available genomic information,” Khrystyna Podyriako, head of the National Police’s war crimes investigation department, told CNN.

This allows the restoration of distinguishing features such as hair and skin color, face shape, and approximate age.

Ukrainians also use facial recognition software provided by Western partners and conduct searches in databases, social media, and online. One tool employed is the Clearview AI application, which allows users to recognize faces from photos posted on social networks and has enabled researchers to identify missing soldiers who are in captivity.

According to Dobroserdov, Russia does not always keep accurate lists of prisoners of war, which means that the Ukrainians must find and confirm the identities of many of those held captive.

CNN was granted rare access to one of the facial identification facilities in Kyiv, where a team of four people hunts for images of any captured soldier who appears on Russian Telegram channels or media, and tries to identify them. Such work requires special attention to detail; dozens of soldiers’ photos are on computer screens. If the team finds a match, it will notify the soldier’s family that their loved one is likely in captivity.

Valentyna Ocheretnaya is pictured near the presidential palace in Kyiv in March 2025, while attending a meeting organized by relatives of those missing in action.

In support of the government efforts, Ukrainians unite into so-called “armies of families,” searching across Russian TV channels, social media and news videos for signs of the missing.

Families often also conduct their own investigations. Ocheretnaya obtained information from at least three different people that her son, the combat medic, had been seen in captivity in Russia.

“Everything matches what the eyewitnesses are saying. They recognized him from his photo, his callsign, told me where and what kind of tattoo he had. One guy said Nazar for two weeks gave him bandages on his arm after the Russians burned a tattoo of a Ukrainian emblem on his body,” Ocheretnaya said.

She learned of three locations where Ocheretnyi had likely been seen: in Russia’s Volgograd and Sakha regions, and in Olenivka prison in Russian-occupied Donetsk region. She gave all the information she’d gathered to Ukrainian authorities and the International Committee of the Red Cross. But her son is not on any official Russian list.

Valentyna Ocheretnaya is pictured with her son, Nazar Ocheretnyi, before the full-scale invasion was launched. She looks at photos of her missing son almost every day, believing that he is alive.

Ocheretnaya also provided her DNA, but the database has found no match. “It means that he is alive; I know it. Maybe he’s in a prison where they haven’t released the prisoners yet, so his name’s nowhere to be found,” she said.

Over the past three years, Ocheretnaya has attended many meetings held by relatives of those missing in action and joined almost every Telegram group where they talk. She’s contacted everyone from Ocheretnyi’s brigade, and is still searching for him everywhere.

“I have an old video with him in which he is driving, joking, and laughing with other guys. I watch this video several times per day. I know every second, every turn of the eye, every wave of the hand,” said Ocheretnaya.

Ukrainian President Volodymyr Zelensky has repeatedly said that Ukraine is ready for an “all-for-all” exchange. Russia releasing all the Ukrainian captives it holds would be a good step toward peace.

That is exactly what Ocheretnaya, like thousands of other Ukrainian families, is waiting for.

“I’m really asking God to bring my son back to me. I don’t need anything else. Just to bring him back,” she said.



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Europe

Putin declares brief ‘Easter truce’ in war, but Ukraine says it is still under attack

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CNN
 — 

Russian President Vladimir Putin declared a brief Easter ceasefire in his war with Ukraine, a declaration met with skepticism in Kyiv as the war enters a crucial phase and US-led negotiations stall.

Putin said “all hostilities” would halt between 6 p.m. Moscow time on Saturday (11 a.m. ET) and midnight on Monday (5 p.m. Sunday ET).

“We assume that the Ukrainian side will follow our example,” he said, adding that the truce would help Russia determine how sincere Kyiv is about wanting to reach a ceasefire.

However, just hours after the announcement, Ukrainian officials accused Russian forces of continuing to fight. “According to the report of the commander-in-chief, Russian assault operations continue in some parts of the frontline and Russian artillery continues to fire,” Ukrainian President Volodymyr Zelensky said in an address on Saturday night.

Kyiv has responded to the truce declaration with skepticism, with Zelensky pointing out that Putin still has not agreed to a US-led proposal for 30 days of ceasefire.

“If Russia is now suddenly ready to actually join the format of complete and unconditional silence, Ukraine will act in a mirror image, as it will on the Russian side. Silence in response to silence, strikes in defense of strikes,” Zelensky said, calling for the Easter truce to be extended to 30 days.

“This will show Russia’s true intentions, because 30 hours is enough for headlines, but not for real confidence-building measures. Thirty days can give peace a chance,” he said.

The timing of the announcement also sparked some questions – coming one day after the Trump administration indicated it was running out of patience with Russia and Ukraine, and just hours after Russia’s Defense Ministry announced its forces had pushed Ukrainian troops from one of their last remaining footholds in Russia’s Kursk region, where the Ukrainians staged a surprise incursion last year.

“Unfortunately, we have had a long history of (Putin’s) statements not matching his actions… Russia can agree at any time to the proposal for a full and unconditional 30-day ceasefire, which has been on the table since March,” Ukraine’s Foreign Minister Andrii Sybiha said on X.

The head of Kherson’s regional military administration, Oleksandr Prokudin, said on Saturday evening local time that a high-rise building in the Dniprovskyi district of Kherson had caught fire after being struck by drones. Russian drones also attacked the villages of Urozhayne and Stanislav, he said.

“Unfortunately, we do not observe any ceasefire. The shelling continues and civilians are under attack again,” Prokudin said. “This is another confirmation that Russia has nothing sacred.”

CNN has reached out to the Russian Ministry of Foreign Affairs for comment.

Air raid sirens sounded in Kyiv and several other regions soon after Putin’s announcement, with the city’s military administration warning of a Russian drone attack. Officials urged people not to leave shelters until the alert was over.

Andrii Kovalenko, who heads the Ukrainian Center for Countering Disinformation, a government body, said on Telegram at 7 p.m. local time that “the Russians continue to fire in all directions.” Moscow and Kyiv are currently on the same time.

Ukrainian troops at three separate locations along the front lines told CNN that as of 8 p.m. Saturday, there was no sign of fighting easing.

There have been no pauses in the conflict since Russia’s launched its unprovoked full-scale invasion in February 2022.

The sudden nature of Putin’s announcement and the short duration of the proposed truce gave Kyiv little room to prepare or maneuver. Many Ukrainian troops participating in ongoing assaults or reconnaissance missions would have been in position already, as any moves are typically made during the night due to the threat from Russian troops.

Ukraine has previously been skeptical about such temporary pauses in conflict, having rejected a temporary ceasefire in January 2023 believing that Russia had ulterior motives in calling for a stop to the fighting, such as using the pause to bring in more troops.

The 2023 truce was similarly announced by Putin to coincide with a holiday – this time with Orthodox Easter, back then with Orthodox Christmas.

Putin’s announcement comes at a pivotal time for the war.

As well as in Kursk, fighting continues along the eastern front line, which has barely moved in the past three years as neither side has been able to make significant gains.

While Ukraine has recently managed to push Russian troops back from areas around Toretsk, Russia has been inching forward near Kupyansk, Lyman and Kurakhove, according to the Institute for the Study of War, a US-based conflict monitor.

Separately, the two sides conducted one of the largest prisoner exchanges of the conflict on Saturday.

According to Zelensky, 277 captured Ukrainian soldiers were returned home. The Russian Defense Ministry said it had swapped 246 captured Ukrainian soldiers for the same number of Russian troops, and that as a “gesture of good will” Russia also exchanged 31 wounded Ukrainian troops for 15 wounded Russian servicemen.

As with previous exchanges, the swap was mediated by the United Arab Emirates.

At the same time, US-led peace efforts are stuttering as Moscow continues to stall, having previously rejected the US proposal for a 30-day ceasefire.

On Friday, US Secretary of State Marco Rubio warned that the US was ready to “move on” within days from efforts to bring peace to Ukraine, if there were no tangible signs of progress.

This is a developing story and will be updated.



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Russia Ukraine truce: The real strategy behind Russia’s sudden truce announcement

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CNN
 — 

The timing, the brevity, the sudden, unilateral nature of it all. If Ukraine’s allies needed proof of Moscow’s wild cynicism when it comes to peace, the announcement of an immediate truce for Easter provided just that.

It came mere hours after US Secretary of State Marco Rubio, and his boss president Donald Trump said they would need in the coming days an urgent sign that the Kremlin was serious about peace.

For Russia’s proponents, Russian President Vladimir Putin’s announcement on Saturday looked like a nod to Trump – but the sudden declaration is so riddled with practical flaws, before it even gets out of the box, that it is likely to be simply used by Putin to support his false notion Kyiv does not want his war to stop.

It will be a logistical nightmare for Ukraine‘s forces to suddenly, immediately stop fighting at Putin’s behest. Some front line positions may be in the middle of fierce clashes when this order comes through, and a cessation of this nature likely requires days of preparation and readiness.

Misinformation is bound to confuse troops about the truce’s implementation, how to report or respond to violations, and even what to do when it comes to an end.

It is possible this moment will prove a rare sign that both sides can stop violence for short period. But it is significantly more likely they will both use violations and confusion to show their opponent cannot be trusted. As of Saturday evening local time, Ukrainian officials said Russian strikes had continued in frontline areas.

The ongoing 30-day truce limited to energy infrastructure was born in conditions of complete chaos. The White House announced that “energy and infrastructure” were covered, the Kremlin said they’d immediately stopped attacks on “energy infrastructure”, and Ukraine said the truce started a week later than the Kremlin did. Its execution has been equally mired in mistrust and accusations of breaches.

Moscow made a similar unilateral declaration in January 2023, calling for a day of peace to allow Orthodox Christians to observe Christmas – a move that Kyiv and Western leaders dismissed at the time as a strategic pause for military purposes.

A genuine truce requires negotiation with your opponent, and preparations for it to take hold. The sudden rush of this seems designed entirely to placate the White House demands for some sign that Russia is willing to stop fighting. It will likely feed Trump’s at times pro-Moscow framing of the conflict. It may also cause complexities for Ukraine when they are inevitably accused of violating what Washington may consider to be a goodwill gesture by Moscow.

Ultimately, this brief, likely theoretical, probably rhetorical and entirely unilateral stop to a three-year war, is likely to do more damage to the role of diplomacy in the coming months than it does to support it.



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Live updates: Trump news on Iran and Ukraine talks, immigration crackdown, tariffs

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Middle East envoy Steve Witkoff and Iranian Foreign Minister Abbas Araghchi.

Delegations from the United States and Iran are holding their second round of high-stakes nuclear talks today.

Officials from both countries met in Oman last weekend for talks mediated by the Gulf Arab nation. This round is being held in Rome, with Oman once again serving as mediator between the US team — led by special envoy Steve Witkoff — and the Iranian one, headed by Foreign Minister Abbas Araghchi.

How we got here: A nuclear deal was reached in 2015 between Iran and world powers, including the US. Under the deal, Iran had agreed to limit its nuclear program in exchange for the lifting of sanctions.

Trump abandoned that deal in 2018, during his first presidential term. Iran retaliated by resuming its nuclear activities and has so far advanced its program of uranium enrichment up to 60% purity, closer to the roughly 90% level that is weapons grade.

Back in the White House, Trump has given Tehran a two-month deadline to reach a new agreement.

What the US is saying: Trump has vowed a “stronger” deal than the original struck in 2015, and has threatened to bomb Iran if it does not come to an agreement with the US.

Since reporting that last weekend’s initial talks were “constructive,” Trump administration officials oscilated this week between a conciliatory approach and more hawkish demands to fully dismantle Tehran’s nuclear capabilities.

What Iran is saying: Iran this week doubled down on its right to enrich uranium and accused the Trump administration of sending mixed signals.

Iranian media has reported that Tehran had set strict terms ahead of the talks with the US, saying that “red lines” include “threatening language” by the Trump administration and “excessive demands regarding Iran’s nuclear program.”



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