Footage released by Russia’s 50th Separate UAV Brigade “Varyag” shows Geran-4 kamikaze drones operating via mesh-network communications and AI-assisted target selection. Reported targets included fuel facilities, locomotives, artillery, mobile air-defense units, and vehicles.https://youtu.be/cRatsIyK4v0Geran-4 is a jet-powered Russian kamikaze drone (one-way attack UAV, 3.5m long, turbojet engine, 300-500 km/h, 450 km range, 90 kg warhead). Mesh-network comms uses Chinese XK-F358-style mesh radio modems. Drones form a dynamic, self-healing web of nodes - data (video, commands, positions) routes through multiple drones, resisting jamming/EW by rerouting if links drop. AI-assisted targeting: onboard cameras (thermal) + AI for autonomous detection/classification of targets (fuel depots, trains, artillery, SAMs, vehicles). Enables swarm cooperation, real-time retargeting, or operator-in-loop via mesh datalink. This upgrades classic Shahed-style Gerans into more resilient, semi-autonomous swarms.Thats the warfare of the future xD
>>536793049Genuinely impressive targeting system, of course western systems are 2x better but they also cost 100x more. The matter of a cluster of aerial mesh networks is fascinating, i wonder if SU-57's make their backbone. The AI targeting is par for the course, i wonder whose LLM system fulfills this function.
>>536795157Ukraine deploys AI/machine vision for autonomous target detection/locking and experiments with mesh networks too (MANET) for resilient swarm comms resistant to jamming. Both sides race toward semi-autonomous kamikaze swarms. But Ukraine relies more on Starlink + onboard AI.
>>536793049>Mesh-networkAHAHAHAHA rusniggers are using technology from 2000s internet routers what an embarrassing stupid country
>>536796487It is a new tech if we talk about self-healing drone swarms. Drone-specific FANET optimizations surged post-2020 for swarms. https://growthmarketreports.com/report/drone-swarm-mesh-network-market
>>536797022it's not new tech i had a mesh wi-fi router in 2004 you retard
>>536797200Home mesh Wi-Fi is static, high-latency, and unjammed. Drone FANET requires microsecond handoffs, anti-jam waveforms and swarm coordination mid-flight. Different problems entirely. Your router didnt fly into EW fire, you fkn idiot xD
>>536797359my router can chose over 2048 different frequencies and latency is sub 5msyou know 0 what you are talking about you babbling idiot imagine being stupid enough russian propaganda works on you xDDDDD
>>536797799Your router doesnt have to maintain a connection while moving at speeds causing Doppler shifts with 3D flight paths that break links in milliseconds or survive dedicated EW jamming that tracks hopping patterns in real-time. Consumer FHSS is for interference avoidance, not contested spectrum, you village idiot. xD
>>536798020>Your router doesnt have to maintain a connection while moving at speedsit literally does you dumb fuck also trains had WI-FI since like 2008 and they move 300km +my wife router adjust in frequent in sub 60MS timeyou really are just dumb...
>>536798617Train Wi-Fi uses cellular handoffs to ground towers, not a self-healing, 3D mesh under jamming. Your static router cant handle Doppler shifts from +200km/h vertical climbs or dense swarms where nodes appear/disappear mid-flight. Your router had fixed FHSS pattern at like 10 hops/second. Military FANETs use +1,600 hops/second with AI-driven dynamic patterns to evade real-time EW tracking. You have no fucking idea what you are talking about. Why are you such a troll? The "churka retard" spammer was infesting my threads, now you seem to do his job.
>>536799027I was told pidorussia was collapsing
>>536799027this guy is low IQ and just proves it everyime
>>536799482XK‑F358 that Russia uses in these swarms is actually a Chinese tech. 20W (powerful), handles Doppler at 800 km/h, uses TD‑COFDM, self‑heals 256+ nodes under active EW jamming. It matches Western top‑tier systems like Silvus StreamCaster.
your deepseek is hallucinating btw churka retard
>>536793049
>>536796487What of it? Mesh network is obviously what you'd want for a drone swarm in most cases.It's what F35s use, but maybe the American armed forces have a cooler name for it.
>>536800028for drones you want starlinkF35s don't use upgraded Wi-FI routers like rusniggers do
>>536799682Anywhere for somebody to read more about this stuff in a manner that a layman can follow? Just reading these posts is fascinating. I was aware that the grandparent tech like bluetooth was invented for military applications but its neato to read about the crazy shit they are capable these days.Barring that - it sounds like you know what you are talking about? what would you say is the most cutting edge tech in this sector? What kind of capabilities does it entail? This may be a dismal normie take but this really feels like that one black mirror episode is way closer to reality than fiction.
>>536799672>>this guy is low IQ and just proves it everyimehe seems have to buck broken you with high iq specifics and you just go "hurr durr u low iq" rather than refute anything. in other words, keep coping niggerboy. KWAB
>>536799884the white thing to have done with a comment such as this, would be to highlight the errors. you would have to understand the subject to do this tho.
>>536800170For drone swarms that communicate you wouldn't want to rely on satellite commicstions, you'd want a mesh network.I doubt the Russians are using 25 year old routers but even if they are that doesn't take away from the fact that you'd most likely want a mesh network for a drone swarm inter communication.
>>536795157> of course western systems are 2x bettertop kek, have you seen a recent german drone, which is just a shahed painted black? May be its ok to target schools but wouldn’t be so sure western targeting systems are better. We need to see it in real combat. So far Ukraine uses the top american drones and it seems to be a problem for logistics, but i think in a few month they will solve it as usual.
>>536800028There's nothing wrong with the concept. It's just the bolanda cunt getting high on Russian propaganda, describing something mundane as a major technological breakthrough for the great matushka Rossisya.I wonder what in Russia went kaboom today, if this cunt spergs out over drones so much.
>>536793049>Footage released by Russia’s 50th Separate UAV Brigade “Varyag” shows Geran-4 kamikaze drones operating via mesh-network communications and AI-assisted target selection. Reported targets included fuel facilities, locomotives, artillery, mobile air-defense units, and vehicles.>Geran-4 is a jet-powered Russian kamikaze drone (one-way attack UAV, 3.5m long, turbojet engine, 300-500 km/h, 450 km range, 90 kg warhead).>Mesh-network comms uses Chinese XK-F358-style mesh radio modems. Drones form a dynamic, self-healing web of nodes - data (video, commands, positions) routes through multiple drones, resisting jamming/EW by rerouting if links drop.>AI-assisted targeting: onboard cameras (thermal) + AI for autonomous detection/classification of targets (fuel depots, trains, artillery, SAMs, vehicles). Enables swarm cooperation, real-time retargeting, or operator-in-loop via mesh datalink.>This upgrades classic Shahed-style Gerans into more resilient, semi-autonomous swarms.>Thats the warfare of the future xD
>>536793049Ukraine literally just blew up the factory that makes components for the Shaheds
>>536800028Exactly, F-35s use MADL, stealthy directional mesh. Amerimutts call it TTNT, IFDL etc. Same principle: self‑healing, ad‑hoc, jamming‑resistant.
>>536800258he literally uses AI because he's sub 80IQ like you are too>>536800331how can you prove an negative nigger boy?>>536800351mesh networks generate bigger signal noise so they are easier to spot for ukranians
>>536795157I think american drones called Hornet. They have additional ai targeting when the get low and close to the truck, into direct visibility, to lock in. That is why there are pics of zebra painted trucks, i am sure it is against computer vision.
>>536800195>https://theins.press/en/inv/292355>Geran drones are primarily divided into autonomous and manually controlled variants, but the majority fall into the autonomous category, functioning as slow-moving cruise missiles and navigate toward pre-programmed coordinates without human control. However, newer variants featuring direct manual control have emerged, utilizing mesh modems and cameras to maintain a link with ground operators. These variants have been adapted for specialized roles, with some even observed carrying air-to-air missiles or man-portable air-defense systems for engaging Ukrainian aircraft.
>>536800468why it such a big news all the time. Russia blows up something every night, hohols have no air defense, but Ukraine is still winning in the western news non stop
>>536800390Mother Russia would obliterate Bolanda, especially now in 2026, with all this battle experience, advanced dronisation etc. Russia is now much stronger than in 2022 xD
>>536800390I don't spend much time in these threads even though the subjects interest me specifically because people, like the one you are referring to, get so buck broken they stop working.
>>536800711>Mother Russia would obliterate Bolanda, especially now in 2026, with all this battle experience, advanced dronisation etc. Russia is now much stronger than in 2022 xD
>>536800711>Mother Russia would obliterate Bolanda,>Year 5 of being stuck in donbassAAHAHHAHAHAHAHHAHAHAHAHAHAHAHAHAHHAHAH you should be a comedian
>>536793049Vid doesn't seem so impressive, OP.
>>536793049GOOD GOOD THE AUTONOMOUS AI DRONES ARE BEGINNINGNO H*MANS IN THE KILLCHAIN JUST ON THE TARGET SIDESKYNET SOON FELLOW STALKERS
>>536800889They fight against the whole nato top arsenal there, Poland by itself is literally nothing. Even Belarus can fuck it up in a fair fight.
>>536800542Geran-4 mesh network offers swarm‑wide resilience. If one drone is jammed, others relay data. AI handles multi‑target selection across the swarm, enabling real‑time retasking. Meanwhile US Hornet relies on terminal‑only AI (final lock on a single truck for example). Zebra paint defeats vision‑based lock but is useless against Geran‑4 thermal imaging and mesh‑relayed targeting. So Russian solution wins: survivable, scalable and sensor‑agnostic
>>536800711
>>536800991also add to the nato weapons the cheapest and the most experienced soldiers you can find, that you also don’t care to waste in cauldrons. I would say it is really the maximum Nato can pull off to get a shot at russia nowdays. Plus all the propaganda in the news, sanctions and so on. And Russia is still adapting fast. I would say the chances for any compromise are getting smaller every day.
>>536800933This video looks grainy and chaotic because its raw tactical footage. What matters is invisible: self‑healing mesh rerouting data instantly, AI classifying targets on degraded thermal video.
>>536801260The Geran-4’s mesh network creates a massive radio footprint, allowing electronic warfare systems to track the whole swarm. The US Hornet operates in total radio silence, making it invisible to tracking.Furthermore, the Hornet's AI identifies 3D geometric structures and shadows, meaning "zebra paint" camouflage fails to fool it. By prioritizing radio silence, unjammable edge AI, and cheap mass-production over complex networking, the American system is more resilient and cost-effective in a real electronic warfare environment.dumb rusnigger yet again
>>536801260THERES NO RESILIENCE TO JAMMING EVERY FREQUENCY THEN ITS FULLY AUTONOMOUS KILLDRONES AI DECIDES WHO BLOWS UP
>>536801595yeah, and it can also end up in Romania due to unjammable ai
>>536801595Hornet uses Starlink, mesh and Lora radios so it is also visible for EW. Stop using LLM, moron xDBTW, Russia already developed specialized detectors to intercept the Hornets specific radio emissionshttps://tass.com/defense/2140019
>>536801983>tassthis guy is retarded
>>536801983Why can't russia protect it's oil refineries?
>>536802163For the same reason why Ukraine with most sophisticated Western AA/AD systems cant protect its infrastructure from advanced drone swarms either. Nobody can.
>>536793049tick tock
>>536802163probably because that stupid strikes don’t make much sense, just to generate news for western propaganda
>>536802289Ukraine has like 5 rocket left from its AD, just to protect Zelenskys coke stash
>>536802339>We didn't NEED those billion dollar oil infrastructures Holy cope meme fag
>>536802289ukraine does not have them most sophisticated AA system their patriots and radars are old
>>536802422>billion dollar infrastructurethey just run a rogue into fucking huge rusty metal barrel from time to time
>>536802426Ukraine operates modrrn Patriot batteries (PAC-3 with 2025 launcher upgrades to M903 config), plus modern European systems: NASAMS, IRIS-T SLM, SAMP/T (Aster 30, ballistic/cruise defense, defending Kyiv). Top notch current-gen systems. And they get fucked all the time during the war.
>>536802426they best air defence is kindergartens
wtf is this thread, a drone R&D design meeting?why is this rusbot spewing random specs nobody gives a shit about? go to some technology/weapons subreddit and stay there, faggot
>>536802560>Complex distillation columns are huge rusty metal barrels nowNo wonder you hide your flag
>>536802641>Ukraine operates modrrn Patriot batteries (PAC-3 with 2025 launcher upgrades to M903 config), plus modern European systems: NASAMS, IRIS-T SLM, SAMP/T (Aster 30, ballistic/cruise defense, defending Kyiv). Top notch current-gen systems. And they get fucked all the time during the war.
>>536793049Bump.
>>536802741I doubt they hit anything important. The whole purpose of those strikes, and Ukraine in general is being annoying to Russia. They do their job good, but does it change somehow the situation, probably not at all.
>>536802641your chink AI is hallucinating
>>536802949I am not using LLM like you, you fkn moron. I can find links to all this info anytime, but i am too lazy to google for it. Do it yourself, you annoying troll xD
>>536802918Russia is a petrol station, nothing more. If you don't think destroying complex oil/gas infrastructure fucks with their economy bigtime you are either trolling or retarded.
>>536803034your ox cart full of shit shows again churkaif you cant prove it you have no argumenttoo bad you already accepted your fate as local clown
>>536803034you are using AI everytime because you are sub 80IQ ukraine is using older versions of Patriots luncher and radars because of US export restriction but your chink AI is shit
>>536803278You are wrong on all accounts, troll xDhttps://defence-blog.com/u-s-approves-upgrade-of-ukraines-patriot-launchers/
>>536803278it wasnt AIhe just made this shit uphe do be like that
>>536796142Starlink satellites are extremely easy to take out for a nation state.
>>536803405m903 is not the newest standard you dumb subhuman
>>536800685>Russia blows up something every night,Olga's apartment and Mikola's garage is not really that interesting for us non-global south citizens.
>>536803557M903 is PAC-3 MSE. It is the newest Patriot version. Bolanda has exactly tje same stuff in its Wisla program.
I have war fatigue.
>>536803278Ukraine has world class equipment. Its being used as a laboratory for weapon development. Funding lists are for tracking program money. The actual product delivered is just within the funded program. What are you even arguing itt? That Ukraine doesn't have cutting edge equipment? They do but in limited quantities. Things are never rolled out everywhere all at once because production is continually consumed at the front. Just imagine you are a general and you need to arm your troops. Obviously the Siberian supply depot janitors are not going to get the same kit as elite combat units. That is common sense.Or are you just angry because someone with your flag has the audacity to point out that the Russians aren't some basic bitch computer game AI who just sit there and let you pick them apart?>Has it ever occurred to you that you can have the best of both worlds? You can have intense national pride, which I fully support btw, and not have a giant catastrophic war that results in your pointless death? Its called recognizing that Zelensky is a war criminal installed to commit ethnic cleansing of your distant cousins, and the people who are responsible are 100% willing to murder you next if they can arrange it. And then you become magically freed from an absurd emotional investment in the Donbass' regional structure, and can focus on more important question of who wants to genocide Slavs and what do you need to do to survive.
>>536803437Russian EW has fully proven methods of jamming Starlink, while also holding back from deploying a weapon that could destroy the constellation. Tobol system was repurposed to jam signals between satellites and ground terminals, causing significant disruption and desynchronization of Starlink. https://nationalinterest.org/blog/buzz/vladimir-putin-is-preparing-for-war-against-starlinkRussia deployed advanced EW to widely disrupt Starlink services, with Ukraines digital minister noting new, more advanced technology being used.https://militarnyi.com/en/news/russia-has-figured-out-how-to-mess-up-starlink-service-in-ukraine/Also disrupting GPS aids in degrading overall situational awareness that Starlink helps providehttps://www.polskieradio.pl/395/7785/artykul/3563436,russia-suspected-of-gps-jamming-from-secret-base-near-poland-estonian-media-sayRussia also owns "zone-effect" weapon that would release orbiting clouds of shrapnel hundreds of thousands of pellets into low Earth orbit. While this could disable multiple Starlink satellites at once, it hasnt been used because it would risk triggering Kessler syndrome creating uncontrollable debris that would also destroy Russian and Chinese satellites. But in case of war, Russians/Chinese would destroy LEO because the US/West possess the biggest number of satellites on low orbit so it would degrade Western capabilities the most
>>536804858Russia learns everyday for last 4 years how to fight/destroy top tier NATO equipment. This experience will be priceless in case of full scale war.
>>536793049I can't wait for skynet to take over
>>536803405lmao>By>Dylan Malyasov>Nov 19, 2025>The U.S. State Department has approved a potential $105 million Foreign Military Sale to Ukraine for the modernization and sustainment of its Patriot air defense systems, according to a notification released by the Defense Security Cooperation Agency (DSCA).>The proposed sale includes an upgrade of Ukraine’s current M901 launchers to the newer M903 configuration, enabling the use of advanced missile types, including PAC-3 and PAC-3MSE variants.>As stated in the DSCA announcement, “The Government of Ukraine has requested to buy sustainment related articles and services for the PATRIOT air defense system, including the upgrade of M901 launchers to M903 configuration; classified and unclassified prescribed load lists and authorized stockage lists for ground support equipment; other necessary services, ancillaries, spare parts, support, training, and accessories; and other related elements of logistics and program support.”just lmao churkawhen are they going to deliver it?
>>536793049Dragging this war into the age of AI is stupid. Casualties and destruction will only go exponentially upwards from here. They should end it asap
>>536807077All Ukraines Patriot batteries now are newest M903. Otherwise they couldnt use PAC-3 interceptors, you retarded subhuman ape xDhttps://mod.gov.ua/en/news/intercepting-kinzhal-iskander-and-zircon-missiles-key-facts-about-pac-3-missiles-for-the-patriot-air-defense-system-delivered-to-ukraine-by-germanyVid rel is a fragment of a PAC-3 MSE interceptor, lying on a road in Kiev after recent Russian attack.Now you come back to the standard ignore, pants-pissing imbecile. xD
>>536802661THE BEST DEFENSE IS OFFENSEJUST GO STRAIGHT IN TAKE THE CAPITAL CITY OCCUPY IT AND REMOVE THE REGIMEITS THE SOLUTION TO IRANNY AND RYSSAKABUL AND BAGHDAD BOTH FELL IN 4 WEEKSAMERICA CAN ADD TEHRAN TO THE LIST AND EASILYMOSCOW YEAH ITS DOABLE NOOKS ARENT EVEN THAT BAD ANYWAY
>>536804369yes, me too. Slavs are taking up a WW2 tier war of total distrution with absymal birth rates. literally the neocohen and kike wet dream
>>536807443>Casualties and destruction will only go exponentially upwards from here.Thats the goal of elites. Who needs 60 IQ useless eaters/farters consuming tons of non-renewable resources like the churka retard in era of frontier AI models being smarter than 99% of humanity? Drone/bot-saturated warfare is just another innovative way of culling just like "vaccines" xD
>>536806594Yes. Its a tremendously evil and pointless war. The people responsible don't want to beat Putin, or defeat Russia, or pursue any other publically stated goal. They want to destroy the R1A genome and punish Slavs for refusing slavery.
>>536807508you are the one that keeps ignoring me you mindless russian apeso they've been using pac-3 for not even full 3 monthsafter those 3 months russian military bloggers and economists are already doompostinggood luck out there mongol man
>>536807873Russia is doing all right. UPAdline was completely depopulated in result of this war, from 41 mln in 2022 to 22 mln in 2026 (half of it is pensioners). It is a game over for Ukranda. Millions hohols became a fertilizer, and far more escaped to Europe/Russia xD
>>536804858>Zelensky is a war criminal installed to commit ethnic cleansing of your distant cousinsin other words, a kike
