A Blog by Jonathan Low

 

Aug 6, 2026

Russia's Radar Plane Flight Patterns Over Volga Reflect Strategic Depth Loss

The Russian Air Force is flying its four remaining long range radar detection planes (the other four were destroyed by Ukraine). They are similar to US AWACS, used both identify potential targets and threats. 

But the Russian planes are not being flown near the frontline in Ukraine. Their flight patterns indicate that their mission is to try to help protect Russia's industrial heartland, almost 2,000 kilometers from the front and an area once considered so far from the reach of potential invaders that in 1941, the Soviets moved 1,500 factories to the region. That is the scale of the lost strategic depth that Ukraine has imposed on Russia. JL

Giorgio Provinciali reports:
In July, the Russians went back to flying A-50U long-range radar detection aircraft on a regular basis. The orbits over Ulyanovsk, Samara, Bashkortostan, Perm, Orenburg, and Chelyabinsk reveal a mission to protect Russia’s heartland well beyond the Ukrainian frontline. It marks a yardstick for the loss of Russia's strategic depth. In October 1941 Samara was designated the reserve capital, and 1,500 factories were evacuated there, beyond the Volga, because distance equaled sanctuary. Today an A-50U orbits over Samara mark that sanctuary’s disappearance. Industries across the Volga–Urals belt can no longer be considered safe by virtue of distance.

Kyiv Tech Superiority Due To "Scouts" Scanning Globe For Best New Drones

Not only is the Ukrainian Defense Ministry constantly searching for new technology, but many corps and brigades also have their own 'tech scouts,' drone operators who also have the knowledge and experience to evaluate new weapons and systems that may give them a battlefield advantage. 

Ukraine's mid-range drones, which have been wreaking havoc on Russian logistics and reinforcements, were discovered by such scouting. JL 

David Kirichenko reports in the Center for European Policy Analysis:
Any brigade with a premier drone unit also has tech scouts, while Ukraine’s defense intelligence agency (HUR) also has a group, including foreigners, scouting technologies abroad. Ukrainian forces are also constantly being asked by Western companies to test their equipment in combat. "Operators know whether a drone solves a real problem, introduces new risks, or whether it needs further development."  Technology scouts also do more than identify promising systems. They test equipment, provide feedback to commanders, and help integrate technology into frontline units. A good example of the influence of technology scouts is mid-range drones, which have led the effort against Russian logistics. Once the Azov Brigade procured US-designed Hornet drones and became the first unit to link them to Starlink, their range quickly grew, catching Russia off guard. 

Revealing Parity, Ukraine, Russian Post Similar Gains For July

Ukraine made more gains than Russia in most of April, May and June. In July, the two sides achieved parity, with similar levels of territorial gains, but in different sectors of the front. 

The key revelation is that Russia, despite its advantages, cannot do more than the Ukrainians, let alone muster the forces to make a breakthrough anywhere along the line of battle. JL

The New Voice of Ukraine reports:
In recent weeks, Ukrainian and Russian forces have been showing similar battlefield gains across different segments of the frontline. June statistics on occupied and recaptured territory showed an advantage for Ukrainian forces, who stopped active Russian advances. Russian forces continued to infiltrate forward and create false visual evidence that they had seized or secured territory. "Right now, on advances, we have parity." The key point is that the Russians can no longer launch large, massed advances to seize territory the way it did before — gains of 500, 300, 200 or even 100 square kilometers.

Putin Replaces Key Army Commanders As Donbas Offensive Stalls

The Kremlin's Donbas offensive has stalled to such an extreme extent that independent analysts state it is unrealistic to expect the Russians to take the Fortress Belt this year - and probably even next year - if the pace of advance remains measured in meters. 

The reshuffle of officers is akin to throwing spaghetti against the wall to see what sticks. None of the new commanders appear to have achieved that much more than those they are replacing, leading to the supposition that the Kremlin is desperate and simply moving people around because it is out of ideas, equipment, personnel and any real strategy. JL

The Kyiv Post reports:
Putin reshuffled commanders overseeing key sectors of the war in Ukraine as Moscow (suffers) a sharp slowdown in its territorial gains. The command changes were part of a broader military reshuffle which Putin presented the changes intended to strengthen important areas of Russia’s military. The reshuffle comes as Russia’s ground advance in Ukraine has slowed considerably. Russia’s goal of occupying all of the Donetsk region in 2026 is considered unrealistic at the current rate of advance. Moscow would also be unlikely to achieve that objective in 2027 if the pace remained unchanged. 

Changing AI Token Usage, Prices Challenge Cost/Profit Management

Among the legion of challenges slowing AI's uptake is not just the unexpectedly high cost of token pricing, but its unpredictability. 

One of the issues is that AI may offer different answers to questions depending on how they are asked. And different AI models may provide different answers to the same question. As if that weren't confusing enough, developers keep changing their pricing strategies as they learn more about AI capabilities and usage. The result is that both vendors and customers find it hard to budget for AI, all of which is contributing to a slower than hoped for embrace of the technology. AI developers may, eventually, be forced to realize what their predecessor innovators did, which is that some sort of standardization may become necessary. And that will set off another round of competition to see who has the economic power to set the standard before tech finally agrees it is required for future growth. JL

Joe Fay reports in the BBC:

Because of rapidly changing economics around tokens, the building blocks of AI, users have a tenuous grasp on how many tokens they are burning through. When a user asks ChatGPT or Anthropic's Claude to answer a question, generate code, or automate a process, it is broken down into mathematical tokens, which are processed by the model. The LLM's response also comes in the form of tokens. The problem is this is not predictable. Variations can produce different answers. The same prompt will not always produce the same answer. Different models will produce different answers. "Trying to tie someone into a cost model for the next one to three years doesn't make sense because we don't know." Whatever price structure it chooses could be upended when AI providers change their pricing strategies. "You get into variable pricing, and it's changing every couple of months. Customers don't like that. That's not how anybody builds a budget."

Aug 5, 2026

50 Million Hits To Ukraine's "I Want To Find" Missing Troops Site: 43 Million Are Russian

The vast majority of visits to Ukraine's "I Want To Find" website for inquiries about missing, dead or captured soldiers - 43 million out of the 50 million hits - have come from Russian, not Ukrainian families. 

Interestingly, among those are approximately 4,000 who were PoWs, of which over half had already been returned to Russia in prisoner exchanges, the implication being that the returned Russian prisoners are sent right back to the front without notification to their families. JL

Owen Warner reports in Medium:
Ukraine's Coordination Headquarters for the Treatment of Prisoners of War, “I Want to Live” website has received more than 50 million visits, with 43 million coming from Russia. In July 2026 it had received 200,084 inquiries from Russian families searching for servicemen who disappeared during the war and identified 4,023 Russian servicemen who were being held captive in Ukraine. Of those, 2,696 had already been exchanged for Ukrainian defenders. In late 2025, the Russian courts had received over 90,000 claims relating to missing soldiers.

Ukraine Created Its Long Range Strike Command Now To Accelerate Impact

It may appear to be a boring administrative reshuffle, but Ukraine's decision to create a Long Range Strike Command is actually of strategic importance. 

The timing reveals that the era of experimentation is over and that the overwhelming success Ukraine's drones and missiles have had in degrading Russia's economy and military capabilities means that those gains can now be institutionalized and extended by concentrating formalized resources in order to scale the impact further. JL

Mick Ryan reports in Futura Doctrina:

On July 10, 2026, President Zelenskyy signed a decree establishing a Long-Range Strike Command within Ukraine’s Armed Forces. Institutions tend to formalise a successful improvisation once the conservatives in military commands can no longer obstruct evidence-based outcomes, and when new generations of leader appreciate the need for future institutional reform to magnify gains already in evidence. Ukraine's long-range strike campaign has accelerated in tempo over four years of operations and adaptation. It has built from a scattering of improvised drone attacks into the most significant military and psychological instrument Ukraine wields against Russia. Ukrainian strikes are shaping Moscow’s strategic calculus, support from the Trump administration and the views of Russian people, in ways that fighting along the front line has not managed to do. The new command is Ukraine’s attempt to convert that into an enduring institutional capability.