惯性聚合 高效追踪和阅读你感兴趣的博客、新闻、科技资讯
阅读原文 在惯性聚合中打开

推荐订阅源

Y
Y Combinator Blog
美团技术团队
H
Hacker News: Front Page
Spread Privacy
Spread Privacy
Threat Intelligence Blog | Flashpoint
Threat Intelligence Blog | Flashpoint
T
Tenable Blog
Simon Willison's Weblog
Simon Willison's Weblog
T
The Exploit Database - CXSecurity.com
Cisco Talos Blog
Cisco Talos Blog
A
Arctic Wolf
C
CXSECURITY Database RSS Feed - CXSecurity.com
Application and Cybersecurity Blog
Application and Cybersecurity Blog
A
About on SuperTechFans
F
Fortinet All Blogs
量子位
GbyAI
GbyAI
CTFtime.org: upcoming CTF events
CTFtime.org: upcoming CTF events
The Hacker News
The Hacker News
AWS News Blog
AWS News Blog
Forbes - Security
Forbes - Security
Help Net Security
Help Net Security
I
InfoQ
有赞技术团队
有赞技术团队
W
WeLiveSecurity
Google DeepMind News
Google DeepMind News
Engineering at Meta
Engineering at Meta
cs.CV updates on arXiv.org
cs.CV updates on arXiv.org
S
Secure Thoughts
cs.AI updates on arXiv.org
cs.AI updates on arXiv.org
Webroot Blog
Webroot Blog
酷 壳 – CoolShell
酷 壳 – CoolShell
让小产品的独立变现更简单 - ezindie.com
让小产品的独立变现更简单 - ezindie.com
博客园_首页
C
Check Point Blog
T
Troy Hunt's Blog
Security Archives - TechRepublic
Security Archives - TechRepublic
Latest news
Latest news
P
Proofpoint News Feed
Jina AI
Jina AI
Last Week in AI
Last Week in AI
Martin Fowler
Martin Fowler
雷峰网
雷峰网
博客园 - Franky
L
LangChain Blog
罗磊的独立博客
Blog — PlanetScale
Blog — PlanetScale
Google DeepMind News
Google DeepMind News
D
Docker
G
GRAHAM CLULEY
Cyber Security Advisories - MS-ISAC
Cyber Security Advisories - MS-ISAC

Forbes - Business

Pickleball Slam 4 Preview — History Of The Event And Behind The Scenes Prep With The Players How To Get Masters 2027 Tickets Lottery Dates And Odds ‘Malcolm In The Middle: Life’s Still Unfair’ Is Likely A Wrap For Show Tony Gonzales, Eric Swalwell Will Resign Following Sexual Misconduct Allegations Suspect In Sam Altman Molotov Attack Charged With Attempted Murder Today’s Wordle #1760 Hints And Answer For Tuesday, April 14 Dan Orlovsky Compares Ty Simpson To Brock Purdy, Names Surprising NFC Contender As Fit For 2026 NFL Draft Prospect IndyCar’s Chip Ganassi Racing, OpenAI Hope For ‘Competitive Advantage’ Shingles Altered Achilles Rehab For Pacers Star Tyrese Haliburton, But He’s Back On The Court NYT Pips Today: Hints, Answers And Walkthrough For Tuesday, April 14 LVMH Founder Bernard Arnault’s Fortune Falls $50 Billion This Year Inter Miami CF Kicks Off New Era For South Florida Soccer In Nu Stadium IndyCar’s AJ Foyt Racing Hires Toby Sowery As Reserve Driver IndyCar’s Chip Ganassi Racing Goes Green With Green Sports Alliance Rory McIlroy Claims Second Straight Masters Title At Augusta Rockets Claim Fifth Seed In West Today’s Wordle #1759 Hints And Answer For Monday, April 13 NYT Pips Today: Hints, Answers And Walkthrough For Monday, April 13 Design Details In ‘The Drama’ Delve Deep Into Character AEW Dynasty 2026 Results, Winners And Live Updates On April 12 Former Dodgers Infielder, 3-Time MLB All-Star And Champion, Dies After Cancer Battle Townsend And Wild Secure Double Golds At Pro Pickleball Association Australia Moreton Bay Los Angeles Dodgers Prospect James Tibbs III Is Tearing Up Triple-A Hungary’s Authoritarian Orban—Boosted By Trump—Loses. European Leaders Celebrate. Review: Blackbraid Delivers Exteme Metal Masterclass To Dublin, Ireland Colorado Is Emerging As An Energy Innovation Hub U.S. Military Ships In Strait of Hormuz Violate Ceasefire, Iran Warns (Live Updates) Rosé’s All-Time Sales Chart Record Has Been Beaten IC3 Report Reveals Surge In Cryptocurrency Investment Scams The Top Contenders For The 2026 NCAA Gymnastics All-Around Title What Time Does ‘Euphoria’ Season 3 Come Out? How To Watch Tonight John Nolan, ‘Batman’ Films And ‘Person Of Interest’ Actor, Dies At 87 BTS Dominates The Biggest Songs Chart In America — Again Jannik Sinner Ties Novak Djokovic’s Masters 1000 Mark—Will Return To World No. 1 Will Iran War Result In Nuclear Weapon Transfers To The Middle East? Iran Reportedly Used Chinese Satellite To Target U.S. Bases—Here’s How China And Russia Could Help Iran Why Diesel Prices Spike Faster Than Gasoline In A Crisis UFC 327 Results: 5 Biggest Takeaways From A Wild Night In Miami Taemin Dazzles At Coachella Debut And Premieres 6 New Songs: Full Setlist UFC 327 Results, Bonus Winners, Highlights And Reactions Dana White Announces Huge New Fight For UFC White House Today’s Wordle #1758 Hints And Answer For Sunday, April 12 NYT Pips Today: Hints, Answers And Walkthrough For Sunday, April 12 WNBA Draft 2026 Date, Time, Order And Top Prospects Tyson Fury Vs. Arslanbek Mahkmudov Results: Highlights and Reaction Avengers’ Biggest Battle? Taking On ‘Dune: Part Three’ At Christmas U.S.-Iran Peace Talks Stretch Into Sunday—As Iran Denies U.S. Navy Destroyers Passed Through Hormuz Conor Benn Vs. Regis Prograis Results: Highlights and Reaction Why Dewey Actor Was Recast For ‘Malcolm In The Middle’ Revival Series Eric Swalwell Is Being Investigated In New York After Sexual Assault Claim Against Him Artemis Reached The Moon. The Grid Can Reach The 21st Century Pope Leo XIV Says 'Enough Of War!' As He Urges ‘Mediation’ To End Iran Conflict NYT Connections Hints Today: Sunday, April 12 Clues And Answers (#1036) U.S.-Iran Peace Talks Stretch Into Sunday—As Iran Denies U.S. Navy Destroyers Passed Through Hormuz Beyond Private Credit—The Overlooked Risks Of Banks’ Ties To Nonbanks ‘Euphoria’ Musician Labrinth Suggests He Was Treated Poorly Before Leaving Hit Show Netflix’s Best New Show Has A Near-Perfect 95% Rotten Tomatoes Score Coachella 2026 Is Being Taken Over By Creator Streams UFC Tonight: What Time Does The UFC 327 Fight Card Start? Microsoft Venom Attack Targets C-Suite Executives ‘Maul: Shadow Lord’ Sets Even More Star Wars Rotten Tomatoes Records Harry Styles Flies With His Oldest Hit Thanks To A Box Office Smash New Names Surface As Potential Rogue And Wonder Woman In The MCU And DCU Chris Stapleton’s High-Profile Collaboration Becomes A Certified Hit Miley Cyrus Charts The Biggest New Sales Smash In America Pet Shop Boys’ Visual History Told In New Book China Seizes An Island While The World Is Watching Iran Ozzy Osbourne’s Name Helps A Rock Band Chart A New Top 10 Hit Forbes House of the Week: 3 Things We Crave Make U.S. Air Cargo More Valuable Than Ocean Ocean Tight Ends To Trade Away In Dynasty Fantasy Football Fury vs. Makhmudov Full Card, Ring Walk Times and How to Watch Ways That Human-AI Collaboration Slides People Into ‘AI Brain Fry’ And Cognitive Downturns What’s At Stake In Hungary’s Election For Ukraine And Russia Coachella 2026: All 95 Surprise Guests Who Appeared This Year Coachella Accidentally Plays New KATSEYE EP Announcement Before Debut Performance KATSEYE Performs ‘Golden’ At Coachella with HUNTR/X voices KATSEYE Feature ‘KPop Demon Hunters’ Singers For 'Golden' At Coachella WWE SmackDown Results, Winners And Grades On April 10, 2026 WWE SmackDown Results As Pat McAfee Announces 25% Off WrestleMania 42 Tickets Bini Makes History For Filipino Music At Coachella 2026: Full Setlist 5 Under-The-Radar Winners And Losers In The Iran War So Far Menswear In The Post-Covid Age Is High Tech And High Touch Today’s Wordle #1757 Hints And Answer For Saturday, April 11 NYT Pips Today: Hints, Answers And Walkthrough For Saturday, April 11 ‘Hacks’ Season 5 Release Schedule Reveals Final Episodes For Series Packers Trade Inconsistent Dontayvion Wicks To The Eagles Dan Levy’s Netflix Crime Comedy ‘Big Mistakes’ Takes Huge, Hilarious Risks Inside 30 Years Of Progress At The Wendy Hilliard Gymnastics Foundation With A $1.2 Billion Sale To Unilever, Grüns’ Founder Mints A Fortune What Does ‘You The Birthday’ Mean? TikTok’s Viral Phrase, Explained Kenny Omega Talks Comeback And Facing MJF At AEW Dynasty FIFA World Cup 2026: Why Ticket Scandals Still Cloud the Tournament Two Months Out Oldest US Navy Supercarrier Sailing In ‘Southern Seas 2026’ Exercises Huang Urges People To ‘Move To California’ As Billionaire Tax Looms BTS ARIRANG World Tour: What To Expect For New Fans And Old ‘You, Me & Tuscany’ Rotten Tomatoes Reviews Like Where Rom-Com Lands IRS Issues New ‘No Tax On Tips’ Rules—Here’s Who Qualifies Trump Wants To Build An Arch In D.C.—Here’s What It Would Look Like Molotov Cocktail Thrown At Sam Altman’s Home, OpenAI Says—Suspect Arrested
Ukraine’s AI Drones Are Hunting Russian Supply Lines
David Kirichenko · 2026-05-13 · via Forbes - Business
Azov_Hornet

1st Azov Corps AI-drone strike.

Social Media Capture

At a forward command post in Kharkiv Oblast in the summer of 2025, I watched Ukrainian soldiers launch an AI-enabled drone toward Russian forces. In the final seconds, the drone locked on by itself. Moments later, another vehicle appeared on the screen. A second drone was launched. Minutes later, it struck.

For Ukrainian drone operators, this is becoming the new rhythm of war: machines identifying targets faster, reaching deeper behind Russian lines, and striking not just frontline troops but the logistics networks that keep Moscow’s offensive moving.

“Technology has advanced, reshaping the battlefield,” Heorhii Volkov, commander of the Yasni Ochi drone unit of Ukraine’s 13th Khartiia Brigade, told me. His unit uses Western AI-enabled drones.

Members of the Yasni Ochi drone unit oversee a drone bombing mission.

Photo: Ryan Van Ert

The systems combine autonomous targeting, advanced communications and software refined through battlefield feedback.

Starlink connectivity has become a critical part of that chain, allowing operators to maintain drone links, relay battlefield video and coordinate strikes even when Russian electronic warfare disrupts other communications. Once a drone closes in on its target, AI-assisted targeting can take over, making jamming less effective in the final seconds before impact.

MORE FOR YOU

“These are not just drones but platforms built on artificial intelligence and advanced communications technology that could also be adapted for fixed-wing aircraft or ground robots,” he said.

Ukraine is increasingly attacking the entire Russian combat system instead of isolated weapons. “When we began striking 30 to 40 kilometers behind enemy lines, we immediately saw results,” Volkov said. The independent Finnish open-source intelligence collective Black Bird Group estimated that Russian forces made net gains of only about 94 square kilometres in April, despite continued pressure across the front.

That logic is increasingly shaping Ukraine’s wider drone war. In December 2025, Bryan Pickens, a former US Army Green Beret who has fought alongside Ukrainian special forces, told me that Ukraine lacked “sufficient mid-range strike capability and scalable autonomy.”

Cheap Drones, Expanding Reach

Ukrainian President Volodymyr Zelensky said on May 5 that Ukraine is now carrying out twice as many mid-range strikes at distances beyond 20 kilometers as it did in March, and four times as many as in February.

The pattern is visible at the tactical level too. The UA REG TEAM unit of Ukraine’s Special Operations Forces wrote on Telegram on May 4 that their operators recently struck Russian logistics arteries at depths of 55 to 71 kilometers using $600 FPV drones rather than aircraft costing many thousands of dollars.

The unit credited operator skill, mission planning and equipment preparation, saying the goal is to stop Russian forces before they reach the line of contact by cutting logistics, ammunition, food and water.

Rather than relying only on expensive long-range weapon systems provided by the West, Ukrainian forces are using cheaper drones to pressure Russian logistics at multiple depths simultaneously.

KHARKIV REGION, UKRAINE - APRIL 7: A portrait of a soldier from the "Taifun" unmanned aerial vehicle unit holding a new model 'Marsianin' attack drone on April 7, 2026 in Kharkiv region, Ukraine. (Photo by Nikoletta Stoyanova/Getty Images)

Getty Images

“The equipment supplied by our partners often has restrictions on its use, such as a ban on striking deep into Russian territory, or the need to coordinate targets,” Andrii Pelypenko of Ukraine’s 419th Battalion of Unmanned Systems, told me. “With our own developments, we are not limited in planning our military operations.”

Ukraine is no longer focusing solely on destroying Russian soldiers and weapons at the front. It is trying to dismantle the machinery behind them: fuel convoys, air-defense crews, command nodes, ammunition dumps and transport corridors 30 to 120 kilometers behind the line.

Dmytro Putiata, a drone operator with Ukraine’s 20th Unmanned Systems Brigade and an expert in drone warfare, told me Ukraine is increasingly targeting the operational depth of the battlefield. “Logistics has always been a problem for the Russians,” he said. “Now Ukraine is actively attacking it.”

The shift reflects a broader Ukrainian strategy. “In a war of attrition against a larger nuclear power, Ukraine is betting on asymmetry and technological superiority,” Serhii Kuzan, chair of the Ukrainian Security and Cooperation Center, told me.

Russia’s Rear Areas Are No Longer Safe

Prominent pro-Kremlin military blogger Vladimir Romanov wrote on Telegram that Ukrainian Hornet drones are operating “unimpeded” over the Mariupol section of the R-150 highway, hunting fuel trucks and military vehicles far behind the front.

Romanov compared the situation to Russia’s M-30 logistics corridor near occupied Donetsk, where FPV drone surveillance has reportedly made sections of the road effectively unusable despite being more than 35 kilometers from the frontline.

The campaign reflects Kyiv’s broader strategy of turning Russian rear areas into active combat zones. Earlier this month, the 1st Azov Corps released footage of drones operating over occupied Mariupol, a key logistics hub connecting occupied Donbas to Crimea. The footage suggested that roads and infrastructure once considered safely behind the front are increasingly vulnerable to drone strikes.

“It is so effective that the enemy has started complaining that, without suppressing the activity of this system, they will soon no longer be able to move safely 30 to 40 kilometers behind the line of contact,” Volkov said.

Roy Gardiner, an open-source analyst tracking the war, told me the Hornet drone is part of a wider Ukrainian push to strike behind the front. Ukraine, he said, has increased the number of drones available for mid-range strikes at depths of 20 to 150 kilometers, including the FP-2, which carries a 60 to 100 kilogram warhead.

Gardiner added that the aim is to expand the kill zone behind the front by hitting ammunition depots, fuel bases, transport hubs, command centers and air defenses before Russian forces can mass for attacks.

Putiata said Ukraine has also modernized its drone tactics, redirecting some long-range strike drones toward operational-depth attacks while developing new systems specifically designed to hit targets 100 to 150 kilometers behind the front.

Analysts caution that autonomy does not eliminate battlefield constraints. Electronic warfare, bad weather and rapid Russian adaptation continue to complicate drone operations.

George Barros, director of innovation and open-source tradecraft at the Institute for the Study of War, said the effect could become theater-wide if Ukraine intensifies drone-based battlefield air interdiction against arterial supply routes linking Crimea, southern Ukraine, Melitopol, Mariupol and Donetsk City.

Romanov also argued that the danger may grow. He claimed Hornet can be jammed across certain frequency bands, but only when it is not using Starlink-linked communications and has not yet locked onto a target autonomously. Once terminal targeting begins, electronic warfare becomes far less useful.

His deeper concern is what comes next: every Hornet mission may be feeding data into neural-network systems running on Qualcomm-powered hardware, accelerating the development of more autonomous drones.

The larger question is how quickly that reach can scale. Volkov said any technology that extends Ukraine’s reach offers an immediate battlefield advantage. The farther Ukrainian systems can strike, the earlier Russian logistics chains can be disrupted before they reach frontline units.

“Manual FPV control is the musket,” said Pickens. “We’re moving toward a world where one operator programs 100 drones. That changes lethality, survivability, and manpower requirements completely.”

That shift could redefine not only Ukraine’s war with Russia, but how future wars are fought. Analysts and Ukrainian operators say the battlefield is increasingly being shaped by whichever side can identify, process and strike targets faster than the other can react.

For Kyiv, the next phase may be an semi-autonomous drone wall: cheaper, AI-enabled systems that can detect, track and strike Russian forces before they reach the front. For Moscow, that could leave fewer areas beyond the front untouched by drones.