ASYMMETRIA

Daily digest › 5 July 2026

Daily digest, 5 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

Military technology, UAVs and the conflict around Ukraine


🔷 PRIORITY 1. UAVs, C-UAS, military AI and breakthrough technologies

🎯 Autonomous AI-enabled strike drones on the line of contact — the main signal of the day

Several channels at once confirmed a key shift: autonomous guidance has been transferred to the cheap mass-produced "Molniya-2" strike drone (developer — Kronstadt).

[TECH] Posts by @texBPLA, @battle_technic, @wargonzo — an analysis of the design and specifications:

  • Type — a fixed-wing loitering munition, range up to 60 km ("Lancet-3" has ~40–50 km), payload up to 6 kg ("Lancet" has ~3 kg), flight ~40 min.
  • The key point: on a downed airframe the enemy for the first time found only a camera and an onboard computer — with no operator control link. Navigation, target search and attack are fully autonomous.
  • Previously, a similar solution (training a neural network to recognize targets) had been recorded only on the V2U reconnaissance-strike drones and the "Lancet". Transferring it to the expendable "Molniya" = mass replication of autonomous EW-resistant vehicles.

Significance: this is a turn from "a cheap drone under an operator" to "a cheap drone under AI". EW is powerless against such an airframe — there is no radio link to jam. Ukrainian EW operators ("Da Vinci Wolves", KCPN translation) openly acknowledge "Molniya" as a particular difficulty: it flies a preset route without communications, there is no blip on the detector.

EW (electronic warfare) — suppression of communications and navigation links; C-UAS (Counter-UAS) — a set of means for combating UAVs.

🎯 A long-range "Flamingo" strike deep into Russia + an OSINT targeting loop

[TECH] An analysis by @payloadUAV and @milinfolive (a post with 👁77k, ↗1239 — high resonance) of the FP-5 "Flamingo" raid on the Votkinsk Plant (Udmurtia, production of "Iskander"/"Yars"/"Bulava"):

  • Distance ~1400 km, route along the Volga and Kama riverbeds — entering the blind zones of ground-based radars using the terrain.
  • The A-50U played a key role in the interception (AEW&C — airborne early warning and control): launched in advance, its Doppler channel (look-down) sees a low-altitude target beyond the horizon and vectors fighters. All 8–10 missiles are claimed to have been shot down.
  • [TECH] FP-5 guidance architecture: a "Low-Altitude Night Map Matching" mode was demonstrated — with GNSS disabled, the INS accumulates drift (22% in the frame), then scene-matching terrain navigation (OSN/map matching) removes the error. Confirms: pure inertial navigation cannot achieve the claimed "15 m over 3000 km".
  • Ochi AI as a closed loop: an OSINT system filters messages (32,145 → 688 relevant), aggregates engine noise/air defense activity in real time as a surrogate detection network, and after the fact marks "radar-silent" zones for planning subsequent routes. Countermeasure — "noising" the route with forced observation density.

INS — inertial navigation system; GNSS — global navigation satellite system (GPS/GLONASS).

🎯 New in C-UAS: interceptor drones + radar in an automatic loop

  • "Katran PVO" (PPSh Laboratory, @texBPLA, @rybar): a combination of the "Lun" radar with AESA + the "Martyshka" interceptor drone, operating in fully automatic mode — from detection to engagement without an operator. The radars are mounted on vehicles and fixed sites and provide target designation to MFGs (mobile fire groups). Rybar links this to auto-aiming turrets (LPD-2000) → a trend toward maximum automation of counter-UAV warfare. AESA — active electronically scanned array.
  • A1-Falke (ARGUS Interception, Germany, @texBPLA): a non-kinetic interceptor with two net launchers; a digital LiDAR from Ouster (USA) is integrated — radar+LiDAR+depth camera provide a 3D picture, the drone captures the target with a net without debris (the trophy can be examined). For airports and critical infrastructure.
  • Phantom Defense (Ukraine, @mil_hub): a comprehensive C-UAS ecosystem (Specter EW, Streamhunter/Radiotrex detection, Skydarix radar, Blade/Balaban interceptors, Karakurt network module, unified C2). Claimed: over the year, >10.8 thousand UAVs detected, ~7.4 thousand neutralized by EW (without independent confirmation). C2 — command and control system.
  • "Varvar" interceptor drone (civilian version of the "Yolka", @mil_hub, @bbespilot): 3 kg, auto-lock up to 250 m, altitude/range up to 2000 m, speed up to 250 km/h, flight 5 min. No warhead — for civilians, but rapid militarization is predicted.

🎯 Small-arms counter-UAV: multi-bullet cartridges

[TECH] @battle_technic, @texBPLA (👁2686, ↗60) — "Mnogotochie" cartridges (Rostec, High Precision Systems):

  • 5.45 mm STs-226 and 7.62 mm STs-228 — a three-element bullet that separates in flight.
  • Effectiveness against UAVs is 2.5 times higher than standard rounds; engagement range: 100–150 m (5.45) and up to 300 m (7.62). At >500 m the elements lose lethality → safe in populated areas.
  • They require no modification of the AK and have passed trial operation in the SMO. Advantage over shot — range and compatibility with standard weapons without carrying a shotgun.

🎯 AI for reconnaissance and targeting

  • [TECH] Farsight Vision (@texBPLA): new functionality of the FSV Platform — real-time object detection directly in the drone's video stream. Latency ~6 s, recognizes >30 object types, builds orthophoto maps and 3D models, transmits coordinates to artillery/strike drones within seconds.
  • [TECH] ZALA T-16 + IRRA (@ZalaAero): a night demonstration on Sakhalin for the Coast Guard — autonomous detection and classification of an intruder vessel, transmission via the 4Z1 digital platform, warning with a laser target designator. Also, a "Lancet" with IRRA struck a "Grad" MLRS. IRRA — an onboard AI target recognition system.

🎯 Carriers and launch methods — the "war of modules"

  • Chinese containerized electromagnetic catapult (@GoDrone): trucks line up into a single launch rail → launching fixed-wing UAVs without an airfield. Container logic (missiles, radars, EW, command posts in standard modules), the possibility of placing it on a civilian container ship. Trend: unmanned aviation depends less and less on classic infrastructure.
  • Dropping UAVs from an aerostat ("Birds of Paradise", @rusengineer): technically not difficult, but the wind rose is more often unfavorable; assessed as a sabotage tool. Iran has also started using aerostats — for cellular coverage (@infantmilitario).
  • Kuznechik (@my_el_lab): a communications system (relay) for FPV, aircraft, UGVs and USVs; the confusion between frequency groups G3/G4 (incompatible) is relevant. UGV — unmanned ground robotic system; USV — uncrewed surface vessel.

🎯 Military AI, communications, robots (other geography)

  • US: F-15EX + MQ-28 Ghost Bat (@yigal_levin) — at the Valiant Shield exercise, a crewed fighter acting as an airborne command post for controlling an autonomous "wingman" was shown for the first time; forward refueling/rearming of the drone was practiced.
  • India: FWD Supreme (@wingsofwar) — a concept of an autonomous AI-enabled "loyal wingman" with a "Mobbing" doctrine (a swarm overloads air defense); Lite demonstrator (250 kg) — Q3 2026.
  • Taiwan: V-BAT procurement (Shield AI + AIDC, @china3army) — 12 VTOL UAVs with ISAR radar for the coast guard, TWD 1.2 billion. Also, the Altius-600M strike drone with a "PSP"-style controller was shown publicly for the first time (@UAVDEV).
  • North Korea (@milinfolive): the second destroyer "Kang Kon" passed full-scale trials of weapons and EW equipment; the surface fleet program is moving fast (the 3rd and 4th are under construction).
  • Anthropic (@yigal_levin): launch of the Claude Science AI drug discovery program — civilian, but an indicator of the penetration of foundation models.
  • A robot "gave its creators a beating" (@uavural): a curious video, but against a backdrop of growing interest in humanoid robotics.

🔷 PRIORITY 2. Military innovation in general (focus — Ukraine, Europe, NATO)

The economics of drone warfare — the conceptual thesis of the day

A massively reposted (👁122k at @rogozin_alexey, also @rusengineer, @chadayevru, @uav_tech, @mil_hub) text by A. Rogozin: a drone is cheap at the item level but expensive at the system level. Conclusion — a layered economics of defense: first cheap sufficient measures, then expensive ones; the winner is the one who makes each enemy strike more expensive and their own defense cheaper, more massive and more automated. This is the intellectual framework for all of the day's C-UAS discussions.

NATO is absorbing the SMO experience (an important signal — @rybar)

[TECH] According to a presentation obtained by the channel, NATO has held/plans ≥6 exercises in spring–autumn 2026 specifically for countering Russian UAVs:

  • Already held: Romania (April), Latvia+Finland (June).
  • August–October, Latvia: exercise VATT26 — multi-domain drone defense (acoustic + radar, EW, laser weapons, traditional air defense). Target — the combined heat and power plant near Zalve; teams "Alpha–Delta".
  • Commercial companies are actively participating (dozens, incl. 3 Ukrainian ones — acoustic sensors, jam-resistant sensors), as well as AFU personnel. NATO is effectively scaling the Ukrainian defense model to the entire Alliance (first line — Finland, the Baltics, Romania).

Protection of Russian refineries/the rear — a belated reaction

  • @mil_hub, @rybar: after the strikes, the oil companies "saw the light" — there is a queue for "Krechet" turrets/PPSh Laboratory radars, but buying hardware ≠ solving the problem: a specialist takes 3–4 months to train, experience takes half a year; work in a unified loop is needed (the AFU's MFGs have been well coordinated since 2024). The RSPP (Shokhin) is discussing early detection/warning systems at plants with the authorities — de facto an element of sensible mobilization through business–MoD interaction.
  • Rostec showed a mobile anti-drone system for refineries (in a pickup truck bed), the first serial-production drone with a Russian internal combustion engine in the Ministry of Industry and Trade registry (@bes_pilot).

Other innovations

  • QuikMed [TECH] (@battle_technic, 👁835 ↗20): Kalashnikov's kaolin-based hemostatic agent stops arterial bleeding in 2–3 min, 91% effectiveness, radiopaque marker, no allergy risk (unlike chitosan-based Celox/HemCon).
  • Remote-controlled "Kornet-EM" ATGM (@warhistoryalconafter): one console controls 3 systems, automatic target recognition/lock-on; previously seen on the "Varan" robot.
  • Naval C-UAS: "Peroed-M" EW on the frigate "Neustrashimy", anti-drone nets on submarines in Novorossiysk (UK MoD).
  • Ukraine: disruptive camouflage paint on locomotives (200 damaged since the beginning of the year), the "Bereza" stabilization module (FPV position holding without GPS for up to 30–40 min).
  • Ukraine for the first time officially authorized the export of F10 combat drones for the US Army (@DeepStateUA) — the Drone Dominance program, a contract for 2 thousand airframes.

🔷 PRIORITY 3. The conflict around Ukraine: trends and precursors (briefly)

  • Kostiantynivka: Russia and pro-government channels announced its capture (👁 records at @warhistoryalconafter); the Ukrainian side (Zelensky, @voinasordoy) denies it, the city is contested. @rybar acknowledges the uncleared north. Strategically — the "southern gate" to the Sloviansk-Kramatorsk agglomeration, with the hardest 10 km ahead.
  • Russia's rate of advance is falling: June 2026 — 112.55 km² versus 455.72 km² in June 2025 (3.5 times less, @milinfolive). A signal of slowing amid exhaustion.
  • Strikes on the rear are mutual and systematic: Russia hits Ukraine's filling stations/refineries (by estimates — up to ~300 filling stations in 2 months, @barantchik), Ukraine hits Russia's refineries (fuel crisis in Russia: queues, limits by license plate number, a "ration card system" in the regions — dozens of posts by @PROtransportr). Both sides are shifting the war to the economics of supply.
  • Forecast signal: Syrskyi warns of Russia accumulating jet-powered "Shaheds"; the Ukrainian side seeks to end the war by autumn before a possible Russian mobilization. Putin personally at a command post in uniform — a signal of a bet on a military solution and a "wide buffer zone".
  • External circuit: a Putin–Trump call (congratulations on the US 250th anniversary), a "one-week pause" between the US and Iran. Latvia+Ukraine are building a UAV plant near the Russian border — the Russian Foreign Ministry called it a provocation.

🎯 WHAT TO WATCH (conclusions of the day)

  1. The autonomous "Molniya" is a turning point. A cheap mass-produced AI drone without a radio link devalues a significant part of the EW arsenal. This is not evolution but a paradigm shift in countering strike UAVs.
  2. C-UAS automation has reached the "detection→engagement without a human" loop ("Katran PVO"/"Martyshka", LPD-2000 turrets). The operator's role is reduced to pressing a button — for both Russia and Ukraine.
  3. The A-50U is a critical resource for intercepting long-range missiles. The "Flamingo" is neutralized only when airborne radars are available for guidance; Russia's bottleneck is the shortage of AEW aircraft.
  4. NATO is systematically and without publicity testing the Ukrainian model of UAV defense (lasers, acoustics, EW, interceptor drones) — the thesis "NATO is not learning the SMO experience" has been refuted documentarily.
  5. The war is definitively shifting to the economics of supply (filling stations/refineries on both sides) — not "destroy the vehicle", but "make the enemy's strike more expensive".

🛸 WHAT'S NEW IN UAVs AND COUNTERMEASURES (list)

  • 🆕 "Molniya-2" with autonomous AI guidance without a control link (Russia) — the first confirmation of transfer to an expendable drone
  • 🆕 "Katran PVO": "Lun" radar (AESA) + "Martyshka" interceptor, fully automatic (Russia)
  • 🆕 A1-Falke with Ouster LiDAR, non-kinetic net capture (Germany)
  • 🆕 "Mnogotochie" STs-226/STs-228 cartridges against FPV from the AK (Russia)
  • 🆕 UB80D10-EFP: FPV with an explosively formed penetrator warhead, armor up to 50 mm, 30 km (Ukraine)
  • 🆕 Farsight Vision — real-time detection in the video stream (Ukraine)
  • 🆕 Chinese containerized electromagnetic catapult for UAVs
  • 🆕 Phantom Defense — a comprehensive C-UAS ecosystem with C2 (Ukraine)
  • 🔧 "Varvar" — a civilian interceptor (Russia); ZALA T-16 + laser target designator; "Molniya-PVO", "NABAT-3" (10 km)
  • 🌍 V-BAT (Taiwan), F-15EX+MQ-28 (USA), FWD Supreme (India), Altius-600M (Taiwan)

🔍 UNDER THE RADAR (underrated signals, low ↗)

  • [TECH] @payloadUAV, ↗9–17: an analysis of Chinese digital antenna arrays (CRPA — an antenna with a controlled pattern that forms "nulls" toward the jammer) AJ048/AJ044 on Ukrainian FP-1/2, L1/L5 reception; modified Chinese gasoline engines (ZX45.2F) on "Maya" drones. Detailed reverse engineering of the enemy's component base — the crowd has not noticed yet.
  • @zas_svo, ↗13–28: a series of engineering analyses of "Bakhmut Telecom" (the AFU's front-line 3G/4G operator as the "nervous system of the drone war") and an in-depth primer on GSM/SIM/private LTE/OPSEC. Key thesis: a resilient own cellular network on the line of contact determines superiority in command and reconnaissance — an underrated topic for Russia.
  • [TECH] @mil_hub, ↗17: an analysis of CRPA antennas for cargo drone navigation under spoofing (standard on the "Svarog 20 kg V2").
  • @GoDrone, ↗4: Cheonryong (South Korea, 600+ km) as a signal of long-range cruise missiles getting cheaper thanks to mass-market electronics — the same path drones have taken.
  • [TECH] @kcpn2014 PDF "The Road to Moscow", ↗381: full specifications of SKVP radars (24 radars, up to 20 targets, 15/8 km) and the methodology of Operation "Polyphemus" — 6 people destroyed ~20 radars, opening a corridor to St. Petersburg/Ust-Luga. A must-read in full.

Top by forwards over the day

  1. ↗3356 · @insider_best_tg — Russia offered China Siberian timber in exchange for gasoline Moscow has begun offer…
  2. ↗1239 · @milinfolive — The flight route of FP-5 "Flamingo" cruise missiles over Russia and the places where they were intercepted,…
  3. ↗1210 · @yigal_levin — 👀 @yigal_levin…
  4. ↗947 · @milinfolive — It appears that all 8 "Flamingo" missiles launched by the enemy were successfully shot down,…
  5. ↗817 · @voinasordoy — Medvedev at Khamenei's funeral when he found out there would be no drinks.…
  6. ↗816 · @yigal_levin — OSINT researcher Vitaly overlaid the Russian MoD's front-line maps onto ma…
  7. ↗785 · @insider_best_tg — Over the past two days, propaganda has been presenting the capture of Kostiantynivka as almost…
  8. ↗717 · @rogozin_alexey — How not to lose the drone war? The military use of drones seems cheap…
  9. ↗682 · @milinfolive — In addition to the attempted missile strike on Chuvashia, the AFU also attacked with kamikaze drones…
  10. ↗590 · @insider_best_tg — A serious gap is growing in the Kremlin between aggressive public rhetoric and real…