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How one invented claim becomes a chatbot’s confident answer in cognitive warfare: Ukraine’s drone chief maps Russia’s AI attack

17 October 2026 at 16:46

every second russian fall drones ukraine opens 15000 new drone force jobs half civilians · post major robert “madyar” brovdi ukrainian unmanned forces commander madyar ukraine’s systems (sbs) announced 31

Ask a chatbot why something happened in the war, and the answer may be written by Russia. Russia is poisoning AI chatbots with millions of fake articles so they repeat Kremlin narratives as fact, a cognitive weapon with strategic impact, Ukraine’s Unmanned Systems Forces commander Robert “Madiar” Brovdi warns on Telegram.

Russia has waged a cognitive war against Ukraine for years, and it intensified sharply with the full-scale invasion. This war goes beyond fake news and disinformation: it aims to shape the deeply ingrained beliefs that drive people’s attitudes, decisions and behavior, and its newest weapon is artificial intelligence.

Brovdi calls it a cognitive operation with strategic impact, one his forces studied among the technological risks of 2027. People increasingly ask a chatbot “why did X happen?” and take the instant answer, he explains, without asking where it comes from.

“Artificial intelligence does not know the truth. It retells the internet, literally,” Brovdi claims.

How the strategy works, step by step

Brovdi lays out a chain that turns a single lie into something a machine will repeat as fact:

  1. The enemy invents a lie. For example, that Ukrainian soldiers did something terrible, when nothing of the sort happened.
  2. It is copied across thousands of sites. The same fabrication is published again and again, in many languages, until it looks like everyone is reporting it.
  3. It fakes a crowd of independent sources. The sites cross-link to one another, but ten sites copying one lie are not ten independent confirmations.
  4. A person asks the AI. They type “why did Ukrainian soldiers do X?”, though X may never have happened, so the lie is already smuggled into the question as fact.
  5. The AI may repeat the lie. If the system ingests unreliable material and checks facts poorly, it echoes the fabrication in a calm, confident tone.
  6. The person trusts it. “The AI said so,” they think, so the answer feels objective, and they believe it, retell it, or share it online.
  7. The lie shapes decisions and trust. People start to distrust the army, the state, or one another, and even an unproven fabrication has already changed how they feel.

The machines already repeat the lie

The attack runs on volume. Russia floods the web through the “Pravda” network, close to 200 sites in dozens of languages posting 4 to 6 million near-identical articles a year, Brovdi claims, written for machines, not people.

It works, by his account. Of the ten most popular chatbots studied, about a third of the time they reproduce Russian fakes, he noted, and four of ten in a 2024 test affirmed that Azov fighters had burned an effigy of Trump, a fabrication, and cited sources for it.

A war Ukraine admits it is losing

Brovdi is blunt about the balance. Ukraine is losing this fight to Russia’s troll farms, he concedes, even as a layer of homegrown trolls has sprung up too.

His closing advice was aimed at readers.

“Critical thinking should not be delegated. Not even to the smartest machine. Switch on your own judgment and always check the source and the information,” Brovdi states.

Trump calls Ukraine’s renewed refinery strikes “a disgrace” after Russia’s 39-missile strike on its energy sites

16 October 2026 at 12:09

again trump presses zelenskyy stop russian refinery strikes · post ukrainian president volodymyr meets donald ankara türkiye 8 2026 presidentgovua ukraine news reports

US President Donald Trump called Ukraine’s renewed strikes on Russian oil refineries a disgrace in an interview with Newsmax and questioned President Volodymyr Zelenskyy’s will to settle the war on 15 October. His statements came after he made a deal with Russian President Vladimir Putin to allow Russian diesel back into the US ahead of the mid-term elections in the US.

Kyiv says its long-range strikes have knocked out more than half of Russia's refining capacity, one of the few levers it controls on Moscow's war income, according to Ukraine's Defense Ministry. This is part of efforts to reduce the aggressor's capabilities to launch assaults, including the latest, during which four Russian regions fired 39 Iskander-M, North Korean KN-23, hypersonic Zircon, and supersonic anti-ship cruise Oniks missiles, Zelenskyy said.

Trump criticizes Zelenskyy over oil prices while remaining silent on Russian strikes

Earlier, Zelenskyy said that Ukraine stopped refinery strikes for three days to meet US wishes after Trump announced an “energy ceasefire” on 11 October. At the same time, Russia struck a Kharkiv heat-and-power plant within hours of the announcement, he emphasized.

Meanwhile, in the interview with Newsmax, Trump said Zelenskyy is only pushing world oil prices higher.

“Well, I think that’s a disgrace,” he said.

He added that Ukraine has other options: “There are a lot of targets that you can hit.”

At the same time, Trump didn't say a word about Russian strikes on Ukraine's civilian buildings and power infrastructure ahead of the winter.

Trump compares Zelenskyy to a circus showman

The US leader said he is “not a big fan” of Zelenskyy. He claimed both sides “would like to see it end,” but that he finds Zelenskyy “more difficult to deal with than Putin.”

Kremlin welcomes Trump National Security Strategy as aligned with Russian vision on Ukraine
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He also said that he believes the depletion of US ammunition stockpiles is linked to the aid provided to Ukraine under the Biden administration, rather than the war with Iran.

Ukraine has repeatedly offered to help the US counter Iranian drones during the operation. The New York Times reported that a Ukrainian team departed the day after the US made such a request.

Nevertheless, despite Kyiv’s offers and actions, Trump once again compared Zelenskyy to P. T. Barnum, the 19th-century American circus showman, saying that he received a tremendous number of Patriots and Tomahawks.

However, there is no public confirmation that Tomahawk missiles were transferred to Ukraine during the Biden administration.

The Russian commentators living in Europe who justify Moscow's war against Ukraine

15 October 2026 at 17:59

Latvia's decision last week to declare Russian-born journalist and blogger Leonid Ragozin persona non grata has drawn attention to a broader trend: Russians who once presented themselves as opponents of Vladimir Putin are now accused of echoing Kremlin narratives.

Some now live in Europe, taking advantage of the

Futureless Russia

14 October 2026 at 16:34

On Sept. 25, a Moscow court sent the political analyst Alexander Kynev to pretrial detention for "large-scale illegal drug production, sale, and trafficking" — a charge that could land him in prison for 10–20 years. But no evidence of Kynev's involvement in illegal drugs

Head of Russian military propaganda network to be expelled from Montenegro over suspected anti-EU operation

9 October 2026 at 20:08

Mikhail Zvynchuk, head of the pro-Kremlin military information network Rybar. Screenshot: RuTube via Novaya Gazeta Europe

Montenegro has ordered the expulsion of Mikhail Zvynchuk, head of the pro-Kremlin military information network Rybar, and four other Russian citizens over national security concerns following a security operation targeting suspected Russian hybrid influence activities, Vijesti reported on 9 October.

Zvynchuk is the founder and head of Rybar, a prominent Russian military-focused information network known for its Telegram channels covering Russia's war against Ukraine. The network promotes pro-Kremlin narratives and has been associated with Russian propaganda and influence operations.

Montenegrin police announced on 9 October that the five Russians had their residence rights revoked and were ordered to leave the country on national and internal security grounds. 

Montenegro investigates suspected Russian hybrid activity

The operation involved Montenegro's police and National Security Agency (ANB), which seized drones, high-resolution recording equipment, cameras, and several mobile phones for further examination, according to Vijesti.

According to Montenegrin authorities, the five had arrived in the country less than two days before the operation. The investigation is being conducted with support from international partners.

Montenegrin police identified the five Russian citizens as Zvynchuk, his wife Valeria Zvynchuk, Sergei Belous, Pavel Lekatorchuk, and Kira Doroshenko. Authorities said the case had been referred to prosecutors in Podgorica and Kotor.

The European Union has sanctioned Zvynchuk over activities that undermine or threaten Ukraine's territorial integrity, sovereignty, and independence. He has also been sanctioned by the United Kingdom, Switzerland, Australia, and Ukraine, according to Vijesti.

Suspected influence operation targeting EU integration

Vijesti reported, citing security sources, that Montenegrin authorities suspected the group of planning a documentary intended to undermine public support for the country's European integration.

According to the outlet, the planned material would portray Montenegro's expected alignment of its visa policy with EU standards as a politically imposed measure that threatens tourism, economic stability, and national interests.

Security services had monitored the group's arrival before carrying out the operation in Risan, in the Bay of Kotor area, Vijesti reported. The equipment seized from the group will undergo expert analysis to establish its intended purpose and use in Montenegro.

Medvedev threatens imprisoning “European and American idiots” for prisoner exchanges

Former Russian President Dmitry Medvedev responded to the operation by suggesting Moscow might need to expand its pool of prisoners to exchange for Europeans and Americans to secure Zvynchuk's return.

“We will probably have to replenish our pool of prisoners for exchange with European and American idiots,” Medvedev said, according to Vijesti.

Montenegro, a NATO member and EU candidate, has aligned itself with EU sanctions against Russia following Moscow's full-scale invasion of Ukraine in 2022. The expulsion comes amid broader European concerns over Russian intelligence activity, propaganda, and other forms of hybrid interference. 

It was built to shield Russian crops from hail. Now it’s being pitched as a drone interceptor

8 October 2026 at 08:31

Alazan-6 anti-hail rockets

Russia has shown a drone interceptor built on the Alazan, a civilian anti-hail rocket, Militarnyi reported. The sample went on display at a weapons exhibition that Russian dictator Vladimir Putin toured at the Chebarkul training range in the Urals on 2 October.

Ukraine now sends drones at Russia by the hundreds, by Moscow's own count. Russia's Defense Ministry claimed its air defenses intercepted nearly 900 overnight into 6 October. Russia's missile-based air defense was built to repel aircraft raids and a few cruise missiles, not swarms of low-flying drones.

In May, Ukrainian intelligence said Russia was adding four regiments, 24 battalions, and 162 batteries to counter Ukrainian strike drones. The converted Alazan, which Militarnyi calls an anti-drone system, is one more piece of that search. Meanwhile, the commander of Ukraine's Unmanned Systems Forces, Robert Brovdi, said his forces struck 300 Russian air-defense assets between January and 19 September.

From hail reagent to shrapnel

Based on the size of the sample on display, the interceptor builds on the Alazan-2M or Alazan-6 series, Militarnyi assessed. The outlet put the stated cost at up to $12,000 per unit but did not say who named the figure. In civilian service, the rocket flies about 10 km, climbs up to 8 km, and carries about 0.5 kg of reagent. For air defense, the developers plan to replace that reagent with a fragmentation warhead.

Militarnyi's analysis of the published photos describes the front end as a steering assembly: four cruciform deflector fins, probably paired with a seeker or a fuze. At the rear sit folding stabilizers and the open nozzle of a solid-fuel motor, held in a metal cradle.

Anti-drone missile based on the Alazan, 2 October 2026
Anti-drone missile based on the Alazan, 2 October 2026. Photo: kremlin.ru

One sample among 300 exhibits

The Kremlin's account of the visit lists more than 300 weapons on display, including interceptor drones, but does not mention the rocket. Propaganda channel Russia 1 aired the interceptor in its report from the visit, and the Kremlin pool of state news agency RIA posted photos.

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