ASYMMETRIA

Daily digest › 11 July 2026

Daily digest, 11 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 24 hours

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

⭐ Long-range FPV drones with AI terminal guidance — a new record

The main signal of the day. Ukraine's Vyriy announced that a target was hit by a VYRIY 15 FPV drone at 110 km (a crew of the 5th Sumy Border Detachment). The range has not been independently confirmed, but the technical build has been analyzed in detail.

[TECH] The @payloadUAV post contains a full engineering breakdown:

  • The battery has been reconfigured from 12S6P to 12S8P (40 Ah)
  • A neural network autonomous terminal guidance module TFL-1 (The Fourth Law) has been installed — cruise mode + autonomous completion of the attack upon loss/jamming of the communication link; target lock at 50–800 m, tracking over the last 100 m
  • "Termos" warhead (shaped-charge fragmentation SH-T0.8-HEAT, ~815 g)
  • The catalog range of the standard VYRIY 15 is up to 30 km with a relay; here it is a special lightweight build

The main conclusion of analyst @payloadUAV: the point is not "AI" as in advertising, but the assembly of already available solutions into a single long-range system. This is a trend: a large 15-inch platform + increased energy capacity + autonomous terminal guidance in the final segment = a new-generation mid-strike weapon.

⭐ Mid-strike: confirmation of the medium-range strike doctrine

From a translation of an enemy interview (@kcpn2014, @RuporOfBattle):

  • The turning factor is Starlink + high-quality antennas/amplifiers, which provide a "confirmation picture" of the hit at 100+ km, motivating commanders to allocate resources
  • The cost of a "long-range airframe" is ~$5000 (the aircraft itself from $3000 + Starlink + camera)
  • They were countered by "Rubikon," which shot down even cheap "Darts"
  • Digital encrypted video is a "must-have": real-time interception/decryption is almost impossible
  • Swarm technologies (not fully autonomous) are already in use: salvo launch, special algorithms ensure that at least one airframe gets through

In parallel, the AFU 7th Air Assault Corps reported the use of the FP-2 (@third_svitova): according to Shtilerman — range up to 370 km, warhead up to 200 kg; strikes on the outskirts of Donetsk (an FPV and "Baba Yaga" assembly shop, UGV depots).

🔫 Attack on an airfield with AI drones (prevented)

The FSB foiled a terrorist attack against the "Rostov-Tsentralny" airfield: HUR planned to use 13 FPV drones with AI elements (automatic target lock), each with a warhead of >1 kg TNT equivalent. The perpetrator (a Russian citizen) voluntarily reported to the authorities. The tactic is a miniature repeat of "Spiderweb," with the drones delivered in the cargo compartment of a vehicle.

🛡️ C-UAS: detectors against VTX rules and digital links

[TECH] @quadro_code (low reach, an underrated signal) — an in-depth breakdown of the detection problem:

  • VTX rules (switching video channels/power with a toggle via IRC Tramp / TBS SmartAudio): when the frequency changes every 3–5 sec, the number of "threatened" frequencies grows to several dozen → most video interceptors (10–30 sec scan) can't keep up
  • Walksnail Ascent (digital link GT Pro 4.9–6.4 GHz, channel width 2.5–40 MHz, latency 35/70 ms) increasingly appears among trophies; many commercial detectors don't see it
  • "Alissum" detectors claim tracking of retuning by VTX rules and detection of digital links

Acoustics: "Dronlok" ("RMS-Algoritm," Drone Expo) — a passive acoustic sensor, detection of FPV drones with a payload up to 2 km, "Baba Yaga" up to 3–5 km; it sees drones without a radio link (fiber-optic).

Artillery layer: a review by @GoDrone / @mil_hub of 30–40 mm rounds with programmable detonation — a cloud of fragments instead of a direct hit; it works only in the combination "radar + optics + computer + fire control system + fuze."

🤖 Ground robots (UGVs): use and failure

  • "Depesha-3" (@rybar): an autonomous platform with the PMZ-7 "Moskit" machine-gun module intercepts an air target at several hundred meters — a rare example of a "robot air defense." Limitations: mobility lower than mobile fire groups, battery-limited endurance, dependence on communications after Starlink was cut off.
  • Ukraine's TenCore AI KIT for TerMIT (@yigal_levin): Hands-Free AI Control, automatic 180° return along a safe route upon loss of communication.
  • Quantum Systems will supply the National Guard of Ukraine with 10 Mandrill UGVs (2 t, up to 750 kg, up to 200 km, up to 100 km/h) + Zetros trucks with the MOSAIC autonomy kit.
  • Failures of cyberpunk assaults: in the Orikhiv direction, two Ukrainian UGVs with machine guns were destroyed (@RuporOfBattle); a Russian KVN FPV drone destroyed a Ukrainian UGV with an M2 Browning (@milinfolive).

🚁 VTOL/high-speed platforms

[TECH] @battle_technic — a detailed breakdown of the KhROM-1000 (Russia): takeoff weight up to 4 kg, speed >350 km/h (calculated), a unique "propeller around the fuselage" layout, Ø160 mm container, ceiling 5 km, range 15 km. Positioned as a technology demonstrator / prospective short-range kamikaze interceptor. Comparison with the ZALA Z-16, "Pchyolka," "Gelios," "Orion."

🧠 Military AI in communications (an underrated tech block)

[TECH] @zas_svo (low reach!) — a critical breakdown of an NVIDIA publication on a neural network instead of PUSCH channel estimation in 5G:

  • One block was replaced (channel estimation in the receiver), not "the entire physical layer"
  • Training on 28 million realizations (synthetic, 3GPP Urban Macro), a brood of CNNs for each SNR/configuration
  • The "+40%" gain was obtained under conditions specially selected for MMSE's weakness (TDL-C, 300 ns spread)
  • Key conclusion: the physical layer is moving from hardware into weights, retrained for a specific city/set of interference after deployment. NVIDIA's AI Aerial direction since 2023.

Plus a @zas_svo series on LTE (Attach, eNodeB, HSS) — a foundation for understanding the vulnerabilities of field networks: an HSS failure = inability to connect new subscribers.

🌍 Other geography

  • MIT CSAIL (high resonance): a drone flies through a forest at 48 km/h without GPS, the Pushbroom Stereo algorithm (analysis of obstacles 10 m ahead), 664 g, a smartphone-class processor, ~$1700, code on GitHub.
  • China: a quadcopter + robot dog combination for monitoring underground mines.
  • Mali (@uav_tech): a detailed breakdown of the battles for Anefis — the Africa Corps used strike UAVs, FPV drones and air bombs against a coalition of terrorists (up to 5000 people, FPV drones, "shahid-mobiles"); the destruction of ~2000 militants is claimed.

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

Space and satellite communications — a strategic shift

  • Russia–China "anti-Starlink alliance" (@oboronka_channel citing the German press): joint development of means against Starlink — laser and microwave weapons, damaging satellites' solar panels, EW suppressing terminals over an area of ~20 km². China fears Starlink being provided to Taiwan.
  • "Rassvet" (Bureau 1440): a second launch is likely on July 11–16 from "Plesetsk" (NOTAM). A Russian analog of Starlink for controlling heavy UAVs; the plan for 2026 is 156 satellites, for 2027 — 292.
  • China for the first time recovered the first stage of the Changzheng-10B (Long March 10B) launch vehicle onto a sea platform (a system of nets with hydraulic damping instead of landing legs) — the end of the SpaceX/Blue Origin monopoly.

The "Drone Expo-2026" exhibition (Kazan)

  • Rostec "Saturn-30/-10" — AI + machine vision, autonomous navigation, developed in ~6 months.
  • The "Malyutka" interceptor drone ("Peredovye Aviatsionnye Sistemy") — automatic target lock up to 1 km, up to 250 km/h, priority targets — UAVs.
  • UAZ "Bukhanka" with UV-curable composite armor (@texBPLA) + anti-drone spikes — the armor polymerizes under ultraviolet light on curved surfaces.
  • Yugra UAS infrastructure — a video link with the mission control center, real-time video stream from the airframe, the "Nebosvod" platform.
  • A manipulator for UAVs (RTU MIREA) — a cable-and-link design, can be installed on UGVs/USVs.

Europe/NATO

  • Germany: an agreement with the US on the purchase and deployment of Tomahawk cruise missiles (ground-launched version + Typhon launcher), up to 400 Block Vb missiles.
  • Poland: start of serial production of the Hornet PL-AT-1 "Shahed" (85 kg, range 400–1200 km, an analog of the Shahed-131). A budget of $6.9 billion for drones and C-UAS in 2026.
  • Franco-German ISL: the first open tests of an electromagnetic railgun at the Baldersheim range.
  • UK: a drop of the Kraken K3 SCOUT USV from an A400M aircraft has been tested (parachute, from 400 m, withstood sea state 4).
  • Romania: a contract with Rafael for the SPYDER SAM system (€2.1 billion, Python-5/Derby missiles); a Turkish-built corvette has been accepted.

Reference documents (rich in detail)

[TECH] PDF "Basic Identification of Ammunition in Ukraine V.10.0" (25.06.2026, @combat_engineer) — a Ukrainian EOD handbook. Separate sections: kamikaze drones, strike drones, ground (UGV) and naval (USV) drones. Detailed specifications: Geran-2/-3/-4/-5 (Geran-5 — 6.5 m long!), Lancet, dozens of drone bombs from Russia/Ukraine/Turkey/Iran. Sensor symbology (acoustic, seismic, magnetic, radio command) for sappers.

[TECH] PDF "FPV Harmonics Primer" (@mil_hub, v4.0) — pure RF engineering: harmonic tables (a filter on the RX will not remove an in-band harmonic!), a line of LPF/HPF/BPF filters with full specifications, rules for combining filter+LNA, diagnostics without a spectrum analyzer. Dual use.


⚔️ PRIORITY 3. Conflict developments — trends and signals

  • The AFU have created a Command of Long-Range Impact on Russia and Joint Rapid Reaction Forces (assault + UAVs + artillery). Institutionalization of the mid-strike doctrine.
  • Sea of Azov — a cumulative effect: over 120 hours the USF claimed hits on 48 vessels (13 on 10.07, including tankers, a dry cargo ship, a ferry, a tug). The strikes don't sink them but send them in for repair → the attrition of the shadow fleet exceeds repair capacity (@yigal_levin's assessment).
  • Russia's fuel crisis has been officially acknowledged by Novak: a shortage due to strikes on refineries; 7+ regions have introduced refueling by even/odd license plates. Gasoline production is ~65% of summer demand (Reuters).
  • Ukraine's gas stations: in the first ten days of July, 93 sites were hit (almost as many as in all of June) — @rybar; but objective monitoring confirms ~half.
  • An AFU Mi-8 was shot down by a "Geran" in Poltava region (@oboronka_channel) — possibly the first claim of a helicopter kill by an operator of a controlled version of the UAV.
  • Turkey resold the S-400 to a Persian Gulf country (Qatar/UAE) in order to return to the F-35 program. Kremlin: the topic is "super-sensitive," contacts continue.
  • AFU tactical medicine [TECH-PDF]: the "Prolonged Casualty Care" forum — 43% of the wounded wait >24 h for evacuation due to UAV dominance; delivery of medical kits by drones to dugouts, telemedicine for remote debridement.

🎯 WHAT TO WATCH

  1. Long-range FPV drones with neural terminal guidance modules (TFL-1) — a matured class of weapon. Not "advertising AI," but the integration of ready-made components: 110 km at a price of ~$5000. This changes the economics of deep strikes.
  2. The C-UAS race against digital links and VTX rules. Analog video interceptors are losing effectiveness; the future belongs to high-speed detectors and acoustics (detection of fiber-optic drones).
  3. The satellite front is opening officially: a bid for a Russia–China "anti-Starlink" coalition (lasers, HPM, EW) + the acceleration of "Rassvet" + China's stage recovery. Communications are becoming a weapons domain.
  4. The physical layer of communications is moving into AI weights (NVIDIA AI Aerial) — a strategic shift where training for a specific theater/interference environment matters more than the algorithm itself.
  5. Institutionalization of doctrines on both sides: the AFU — the Command of Long-Range Impact; Russia — "robot air defense" and mid-strike interception by "Rubikon." The war is moving into a systemic phase of autonomous/robotic loops.

🛸 WHAT'S NEW IN UAVS AND COUNTER-UAV

Strike/long-range:

  • VYRIY 15 — 110 km, TFL-1 module, "Termos" warhead (Ukraine)
  • FP-2 — up to 370 km, warhead up to 200 kg (Ukraine, 7th Air Assault Corps)
  • Geran-5 — 6.5 m long (Russia, from the EOD handbook)

Interceptors/C-UAS:

  • "Malyutka" — automatic lock up to 1 km, 250 km/h (Russia)
  • "Depesha-3" + PMZ-7 "Moskit" — robot air defense (Russia)
  • "Dronlok" — an acoustic detector, sees fiber-optic drones, up to 5 km
  • "Alissum" detectors — against VTX rules and Walksnail Ascent
  • 30–40 mm rounds with programmable detonation

UGVs/autonomy:

  • Mandrill + MOSAIC (Germany→Ukraine), TenCore AI KIT
  • MIT Pushbroom Stereo — flight in a forest without GPS

Carriers/platforms:

  • Kraken K3 SCOUT — USV drop from an A400M (UK)
  • Hornet PL-AT-1 — a Polish "Shahed"

🔍 UNDER THE RADAR (underrated signals, low reach)

  1. [TECH] @zas_svo, NVIDIA breakdown (↗5, reach 768–1872) — the only sober analysis of "neural networks in 5G" against a wave of hype. The key to understanding how AI is penetrating the physical layer of military communications and why "+40%" is marketing. Must-read.
  2. [TECH] @quadro_code (↗10–11) — a breakdown of VTX rules and the Walksnail Ascent digital link: why most detectors are blind to modern FPV drones. A core C-UAS topic, unnoticed by the crowd.
  3. [TECH] @zas_svo, LTE Attach/eNodeB/HSS series (↗5–9) — a fundamental primer on the vulnerabilities of field communication networks (HSS failure = collapse of connections). Practical value for EW/signals personnel.
  4. @uav_tech, breakdown of the battles for Anefis (↗15, Mali) — a detailed chronicle of the Africa Corps' use of UAVs/FPV drones/air bombs; rare detail on the African theater.
  5. @oboronka_channel (↗9) — on the downing of a Mi-8 by a "Geran" and the Russia–China "anti-Starlink": two strategic signals with low resonance.

Top by forwards over 24 hours

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