ASYMMETRIA

Daily digest › 4 July 2026

Daily digest, 4 July 2026

Machine-translated from Russian by a language model; where the translation and the original differ, the original counts. Russian original · Post on Telegram. Source posts are mostly in Russian or Ukrainian.

In this issue
  1. Top by forwards over the day

The key topic of the day is the mass entry of Ukrainian autonomous FPV drones with AI guidance ("Molniya") into real combat use near Zaporizhzhia. This is the first confirmed large-scale use of drones that are invisible to detectors and immune to EW. Plus — salvo USF strikes on Crimea and the energy sector, a symmetrical war on fuel logistics, and the debut of the Ukrainian stratospheric missile system DART.


🚀 PRIORITY 1. UAVs, C-UAS, military AI and new technologies

🔴 THE MAIN THING: autonomous AI-enabled "Molniyas" have gone mass (Ukraine, Zaporizhzhia)

This is the first appearance of a genuinely new class of threat on the line of contact in mass use — not a single sample but a flood.

  • Ukrainian signals specialist "Flash" (@serhii_flash) and a number of Russian channels (@uavural, @milinfolive, @oboronka_channel) confirm: near Zaporizhzhia, autonomous versions of the "Molniya" with AI guidance without a radio control link are being used en masse.
  • Key consequence: a UAV detector (a device that picks up radio emissions of the control/video link) does not see them — there are no emissions. EW (electronic warfare — suppression of communications links) is useless — there is nothing to jam. The drone silently goes to the target using the image and the onboard AI.
  • Photos of the vehicle without a control antenna were shown — the enemy had previously found wreckage of such vehicles.
  • The Russian side openly acknowledges: the "Molniya" is the answer to the Ukrainian "Martian" (Bumblebee/Hornet, developed by Swift Beat LLC, USA), and "what we have, the 'khutor' has too".

Conclusion of EW specialist @zas_svo (an underrated early signal): the era when "one jammer on the roof settled the issue" is ending. Against a silent drone, what is needed is not RF means but sensors and a barrel: electro-optical detection, acoustics, thermal imaging, kinetic interception. The first link of the "detector→EW→suppression" chain is switching off before our eyes.

Related signal (@milinfolive, @oboronka_channel): disruptive ("broken") camouflage is being applied to Ukrainian diesel locomotives and locomotives — an attempt to protect against guided "Gerans" and "Molniyas" with AI-based terminal guidance. The Russian side uses a similar "zebra". This is indirect confirmation of the maturity of AI terminal guidance based on machine vision on both sides.

🟠 Long-range and missile systems

  • [TECH] DART — a Ukrainian missile launched from a stratospheric aerostat (@texBPLA). The first appearance of the concept: launch from an aerostat at an altitude of 12–18 km to bypass EW zones. After descending to ~6 km, it switches off navigation, starts a solid-propellant motor and follows a programmed trajectory (immunity to jamming). Specifications: length 1.84 m, weight 13 kg, warhead 3.5–10 kg. It is undergoing codification by the Ukrainian MoD. The post contains the claimed specifications and a diagram of the flight profile.
  • [TECH] FP-5 "Flamingo" — navigation architecture (@payloadUAV). A detailed engineering analysis with criticism: a cruise missile on open-source ArduPilot, INS+GNSS+CRPA navigation (an anti-jamming antenna). Specifications: length ~12 m, warhead ~1150 kg, range up to 3000 km, claimed accuracy 15 m, production rate (claimed) 50/month at 90 sites. The author's key technical skepticism: "15 m over 3000 km during a 4-hour flight on a pure MEMS INS simply doesn't add up arithmetically" — either GNSS works for most of the route, or the inertial unit is of a much higher class. A "Flamingo" overflight was recorded over Chuvashia (@milinfolive, @warhistoryalconafter).
  • Mini version of the FP-2 / tail number 1044 (@texBPLA, @mil_hub, @RuporOfBattle). A UAV was shot down — a scaled-down copy of the FP-1/FP-2, probably a decoy drone to facilitate the work of large deep/mid-strike drones amid the growing number of MFGs, laser systems, ZAK-30 "Tsitadel" and anti-aircraft FPVs. There is effectively no warhead. The Russian side's concern: it may replace the "Hornets" at operational-tactical depth.
  • [TECH] Storm Shadow/SCALP — the final parts of the engineering analysis (@payloadUAV). Two very detailed [TECH] posts: (8) four-layer low observability — RCS 0.01–0.03 m², radar-absorbing skin (attenuation 50–65 dB), flight at 30–40 m, radio silence; (9) construction — metal printing of the nose section, tungsten balancing, warhead fuze resistance up to 50,000g. Conclusion: the missile's strength is not in one component but in systemic maturity; the root of vulnerability is the quality of the pre-launch mission plan.

🟡 Counter-UAV means (C-UAS)

  • [TECH] PDF "David's Sling, Goliath's Bill" — the economics of drone defense, the RAMPART framework (Army Cyber Institute, West Point). The fundamental document of the day. It formalizes cost asymmetry: a $500 drone forces the expenditure of interceptors costing $1 million (Patriot) — $10 million (THAAD). It proposes the "least-cost-first" principle: from the outside in — EW (5–8 km) → directed energy (2–5 km) → interceptor drones (0.3–2 km) → kinetics (reserve). The document contains full tables of specifications and prices for all classes of threats and effectors, and the aDCF mathematical model (accounting for terrain, ROE, the commander's risk posture). Separately: combat data on lasers — Iron Beam (100 kW, 4.3 km, $2–3/shot, first combat use, Israel 2025), EOS Apollo (20 drones/min at 3 km), HPM with a real range of ≤1 km.
  • VARTA ATAMAN — active protection for ground drones (@texBPLA, @mil_hub). A Ukrainian system: 2 cameras + 8 12-gauge barrels, FPV detection at 50–80 m, interception at 5–30 m. Analogous to Russian solutions, but Russia has not yet shown combat use of such systems.
  • Phantom Defense — a C-UAS ecosystem (@texBPLA). A "detect–neutralize" complex: Specter EW, Streamhunter/Radiotrex detection, Skydarix radar, Blade/Balaban interceptors, Karakurt net capture. Claimed (without independent confirmation): over the year, 10.8 thousand UAVs detected and 7.4 thousand neutralized by EW while protecting one regional center.
  • "Katran PVO" / "Martyshka" interceptor drone (@mil_hub, @warhistoryalconafter). PPSh Laboratory: a combination of radar + control system + interceptor drone in fully automatic mode from detection to engagement.
  • "Mnogotochie" cartridges have entered serial production (@mil_hub, @FlydroneNews). Rostec/High Precision Systems: the first batch has been shipped to the troops. Calibers 5.45×39 (STs 226) and 7.62×54 (STs 228), a three-element separating bullet, range up to 300 m, compatibility with the standard AK. Demonstration: a novice hits an FPV from 50 m.
  • Training of Moscow MFGs and BARS-Moscow (@milinfolive, @warhistoryalconafter). The Moscow traffic police directorate (UGIBDD) trains personnel to destroy UAVs with machine-gun mounts, anti-aircraft drones and "Yolka" kinetic interceptors. A separate civil defense committee to counter UAV threats is being created in the Leningrad Region.
  • "Spinning umbrella" (@texBPLA). The Zhukov Combined Arms Academy has patented an ejectable protective cartridge on a rotating holder; an experimental prototype shot down a Mavic at 3.5 m.

🟢 Military AI, communications, signal recognition

  • [TECH] AlissNet-4 🇷🇺 vs WUSTCA 🇨🇳 — a comparison of algorithms for recognizing UAVs by radio signals (@quadro_code, @mil_hub). A highly valuable technical analysis. The Chinese WUSTCA (a neural network with the Split-Time Cross Attention mechanism): F1=0.95, but it requires an RTX 3090 + 345 MB and works on a single frequency. The Russian AlissNet-4: F1=0.98, resources 0.1 GFLOPs (20 times less), memory 256 kB (~1000 times less), classifies all signals in the 300–10,000 MHz band in 5–7 s, proven to work against previously unknown drones, detectors in serial production since 2024. Conclusion: the Chinese were solving an academic problem without hardware constraints, the Russians a practical one under strict resource limits.
  • BUREVII — unified software for UGVs (@texBPLA, @mil_hub). Ukrainian modular software for controlling ground robots and mission planning, a unified interface for platforms from any manufacturer, support for autonomous functions.
  • Black Recon (FLIR Defense) (@kapotta). A micro-drone for persistent ISR from armored vehicles: fully autonomous takeoff/landing without an operator.
  • [TECH] Fiber-optic drones — the limit of what is reasonable (@zas_svo, @mil_hub). An analysis of a 300 km spool and dreams of 1000 km: the only EW-immune link, but the weight/fragility of the fiber eats up the drone's resources. Fiber optics is a tool for a specific range, not a "silver bullet".

🛠 PRIORITY 2. Military innovation (Ukraine, Europe, NATO, world)

Carriers and catapults

  • [TECH] Chinese mobile EMALS on wheels (@battle_technic, @bes_pilot). First public use: an electromagnetic catapult on a truck chassis, sections dock into a 20–60 m launch rail, all wheels are steerable (turning in place into the wind). The powerful version accelerates UAVs of up to 2.2 t to 50 m/s. Claimed production — up to 2000 containerized systems/year. Makes it possible to create temporary airfields without runways.
  • K3 Scout + "Khishchnik" turret (@texBPLA). A Kraken Technology USV (102 km/h, range 1200 km, 600 kg) with a UGV Robotics anti-drone turret (7.62 mm, automatic recognition and engagement of UAVs up to 800 m) — with the 412th "Nemesis" battalion.
  • [TECH] British Nyan (@payloadUAV). A jet-powered (Swiwin SW300B turbojet) carbon-fiber UAV, launched for the first time from the Royal Navy ship XV Patrick Blackett (Project Vantage program). Range up to 250 km, >1000 units produced, Callen-Lenz (BAE Systems).

Russian jet-powered long-range drones

  • S8000 "Banderol" (@milinfolive). Battle damage footage of light cruise missile strikes on Kherson.
  • The Telegraph (@FlydroneNews): new Russian jet-powered drones "rush past like missiles", overload air defense, forcing Kyiv to expend expensive interceptors and creating gaps for ballistic missiles.

NATO/Europe: AEW, missiles, air defense

  • E-7 Wedgetail saved (@AviaComments, @AviaCT). The Pentagon requested $1.55 billion after "the conflict in Iran confirmed the need" for airborne battle management; abandoning a pure bet on space.
  • Saab GlobalEye vs Boeing (@AviaCT). At the summit in Ankara on July 7–8, NATO will probably choose the Swedish GlobalEye to replace the E-3A.
  • Frankenburg Mark I (@UAVDEV). Serial production of anti-drone missiles in Riga: range 2 km, altitude 1.5 km, interception "10+ times cheaper" than traditional air defense. Goal — up to 1 million missiles/year (Latvia, Estonia, UK, Poland).
  • [TECH] France B-STRIKE 150 (@yigal_levin). ArianeGroup+Thales, firing tests of a ballistic missile (150 km) in <18 months; groundwork for B-STRIKE 1000/2500.
  • France: defense budget €436 billion (@warhistoryalconafter). Priority No. 1 — replenishing missiles, increased investment in drones and C-UAS.
  • Germany (@warhistoryalconafter): Diehl Defence is discussing production of the "Flamingo", joint production of Linza drones, development of a 1500 km UAV.

Russian civil-military dual-use technologies

  • [TECH] Record ZALA T-20 flight without GPS (@ZalaAero, @kapotta, @bes_pilot). 420 km Kunashir–Sakhalin across the Sea of Okhotsk, 5 h, fully controlled by an external pilot. The sovereign communications/navigation system "GEOKOSMOS" — independent of satellites, with an IFF function. Plus "ERA-GLONASS"/"Drone ID" — UAV identification without cellular communications via an ordinary smartphone. A dual-use technology — of direct interest for the line of contact (navigation without GPS under EW conditions).
  • [TECH] Thrust vector control on electric rockets (@zloy_dron). TVC for high maneuverability of kinetic interceptors in confined spaces without the risk of damaging the propeller blades.
  • DEFTAK / guided munition (@payloadUAV). Mass 2 kg, gliding, aerodynamic control surfaces, "hunter-killer" CONOPS, tests on fixed-wing carriers have begun.
  • UB80D10-EFP (@payloadUAV, @mil_hub). An FPV on a 10" frame with an explosively formed penetrator warhead (3 kg, penetration up to 50 mm), an optional auto-guidance module, radio up to 30 km / fiber-optic link 25–30 km.

🐢 "Transparent ocean" — the drone war is going underwater (@GoDrone)

China is deploying an underwater surveillance network (the "underwater Great Wall"): seabed sensors, buoys, gliders, uncrewed submarines, the mothership Zhu Hai Yun (controls dozens of vehicles), underwater drones >40 m. Strategic signal: the "war of the future" concept — the ocean is being filled with sensors and UAVs just like the air.


⚔️ PRIORITY 3. Development of the conflict and forecast signals

  • Front: the Russian MoD announced the complete liberation of Kostiantynivka (@warhistoryalconafter, @wargonzo); Gerasimov reported to Putin — "the first but important stage" of taking the Sloviansk-Kramatorsk hub, ~8 km to Sloviansk. Oleksandrivka (Dnipropetrovsk region) has been liberated. Putin: continue massive strikes on Ukraine's defense industry, expand the security zone in the Kharkiv/Sumy regions. DeepState (@DeepStateUA) acknowledges the critical situation near Lyman and in Yampil.
  • Symmetrical fuel war (the main trend of the day): both sides are systematically knocking out filling stations and fuel logistics. Ukraine (USF "Madyar", @robert_magyar): +1150% strikes at operational-strategic depth since the beginning of the year, a salvo against 9+ substations in Crimea, the "Saki" airfield (according to the SBU — 7 Su-30/Su-24 aircraft). Russia (@texBPLA, @oko_gora): >150 filling stations in a week, targeted knocking out of filling stations in the 150 km zone from the line of contact. Inside Russia — a fuel crisis, cancellation of transport runs in 9+ regions, "Euro-3" has been permitted.
  • [TECH/signal] The "Polyphemus" methodology (@payloadUAV — high resonance, ↗61). An analysis of the Ukrainian operation to knock out small SKVP radars (the detection layer, not the engagement layer): ~20 radars by a single group of 6 people "below the reaction threshold". Key conclusion for Russia: against a distributed sensor field, it was not new hardware that was used but "exchange discipline" and work against the targeting layer — this is fixed at the architecture level, "you can't just buy more equipment".
  • [signal] "Starry Sky" (@zhivoff). A concept of defense based on autonomous drone strongpoints (Starlink + "Delta") instead of infantry in trenches; vulnerabilities — blocking of satellite communications and ammunition logistics.
  • Forecast (@insider_best_tg, unverified insider information): a "quiet" mobilization of ~20 thousand/month (not 1 million at once) is possible, the goal — Donbas by summer 2027. Separately — Kyiv–Berlin negotiations on returning Ukrainians of mobilization age from Germany.

🎯 What to watch

  1. Autonomous AI-enabled "Molniyas" — a turning point in C-UAS. The detector and EW have been zeroed out as the first link of defense. Mass use = not an experiment but a new norm. Shifting the weight to kinetics, optics, acoustics, thermal imaging is an imperative already today.
  2. The RAMPART PDF (West Point) — economics becomes a weapon. The "least-cost-first" principle and the mathematics of cost asymmetry have been formalized. Whoever fails to build an EW→laser→interceptor→kinetics layering will go broke on $1 million missiles against $500 drones.
  3. DART (aerostat launch) — bypassing EW through the stratosphere. A new delivery vector that removes the problem of near-ground jamming. Watch for codification and first combat use.
  4. The fuel-logistics war has become symmetrical and systematic. For the first time the effect has reached Russia's rear (9+ regions, cancellation of runs). This is not tactics but a strategy of attrition — on both sides.
  5. AlissNet-4 vs WUSTCA — Russian superiority in the resource efficiency of AI recognition. F1=0.98 with memory 1000 times smaller than the Chinese one — a rare case of documented Russian technological leadership in military AI.

🛸 What's new in UAVs and C-UAS (condensed list)

  • 🆕 Autonomous AI-enabled "Molniya" without a radio link — en masse, Zaporizhzhia (invisible to detectors/EW)
  • 🆕 DART — a Ukrainian missile launched from a stratospheric aerostat (12–18 km)
  • 🆕 Chinese mobile EMALS catapult on a truck chassis (up to 2.2 t, 2000 units/year)
  • 🆕 Iron Beam — first combat use of a 100 kW laser ($2–3/shot, Israel)
  • 🆕 Frankenburg Mark I — serial anti-drone missiles, Riga
  • 🔧 VARTA ATAMAN — 8 12-gauge barrels on a ground drone
  • 🔧 "Katran PVO" + "Martyshka" interceptor — a full automatic cycle
  • 🔧 "Mnogotochie" cartridges — in serial production, with the troops (up to 300 m, standard AK)
  • 🔧 Disruptive anti-AI camouflage on locomotives (both sides)
  • 🔧 ZALA "GEOKOSMOS" / "Drone ID" — navigation and identification without GPS/cellular
  • 🔧 TVC on electric interceptor rockets

🔍 Under the radar (underrated early signals, low ↗)

  • [@zas_svo, ↔ low ↗] "Yesterday's news is no longer theory." The best analytical breakdown of the day from a practicing EW specialist: why detector+EW stop working against silent drones and what to do. The crowd has not yet grasped the scale.
  • [@quadro_code / @mil_hub, ↗22] AlissNet-4 vs WUSTCA. A deep [TECH] analysis with real metrics and resources — documented Russian superiority in the efficiency of military AI. The resonance does not match the significance.
  • [@texBPLA, ↗27] DART from a stratospheric aerostat. The first appearance of the concept of bypassing EW through altitude — with modest resonance.
  • [@payloadUAV, ↗5–15] Storm Shadow series (parts 8–9). A benchmark engineering analysis of low observability and construction — underrated against the background of news noise.
  • [@GoDrone, ↗6] "Transparent ocean". A strategic signal about the drone war moving underwater — it drowns in the feed but sets the horizon of the "war of the future".
  • [@battle_technic, ↗21] China's mobile EMALS. A potential game-changer for deploying UAVs without runways — the resonance does not reflect the significance.

Top by forwards over the day

  1. ↗2216 · @robert_magyar — USF birds are applying voltage to the occupier. The Crimean switch: overnight, switched off…
  2. ↗2072 · @rogozin_do — +18 At 10.00 the enemy, with two "Baton"-type strike UAVs, struck the centr…
  3. ↗1621 · @milinfolive — A PMC commander rented assault troops from a general, now both are on trial, reports "Kom…
  4. ↗1544 · @insider_best_tg — A number of sources report that mobilization may begin not in October but, possi…
  5. ↗1459 · @insider_best_tg — Putin offered Trump a new informal summit in Alaska, but the White House set…
  6. ↗929 · @insider_best_tg — The beginning is here. The further course of events will depend on the negotiations. On the wh…
  7. ↗924 · @zhivoff — The Energy Ministry has allowed oil companies, to stabilize the fuel market, to produce…
  8. ↗814 · @aviatorshina — The detention of former Rosaviatsia head Neradko is linked to the embezzlement of 800 million rubles during c…
  9. ↗796 · @milinfolive — The process of training the Moscow UGIBDD MFG to destroy AFU UAVs with fire from a machine-gun mo…
  10. ↗720 · @aviatorshina — Former Rosaviatsia head Alexander Neradko has been detained in a case of fraud on an especially…