The Fog Machine: The Generals of Wiesbaden

There comes a point in every long war at which the fog of war ceases to provide an adequate explanation for persistent analytical failure. No serious observer should underestimate that fog, particularly in Ukraine, where the battlefield has become simultaneously more visible and less comprehensible than perhaps any previous war. Satellites, drones, geolocated video and Telegram can reveal the movement of individual vehicles or assault groups within hours, yet the extraordinary tactical visibility they provide does not necessarily produce strategic clarity. In many places the concept of a continuous front line has itself become increasingly artificial, with infiltration groups operating beyond established positions, extended drone-controlled kill zones separating formations, villages contested street by street and supply routes becoming unusable long before an opponent physically occupies them. DeepState, the Ukrainian mapping and analytical project, currently describes Russian infantry infiltrating Kostiantynivka through its southeastern approaches and characterises the developing situation around the city in extremely serious terms, while Ukraine’s General Staff continues to report intense Russian attacks against Ukrainian positions there. Russian channels go further, sometimes claiming degrees of control that neither Ukrainian mapping nor Western OSINT accepts, while ISW continues to document cases in which Russian territorial claims outrun the available geolocated evidence. There is, in other words, no omniscient narrator of this war, and pretending that one exists would be a bad place to begin an investigation into how we have understood it.

What is harder to explain is why, after more than four years of war, uncertainty so frequently appears to resolve itself in the same direction within the Western public information system, and why predictions which subsequently prove wrong so rarely produce a corresponding reduction in confidence in the institutions that made them. Russia was expected to exhaust its stocks of sophisticated missiles, struggle increasingly to replace destroyed armour, buckle under sanctions, discover that mobilisation could not compensate for battlefield casualties and eventually lose the capacity to sustain offensive operations at scale. Bakhmut was repeatedly presented as a battle Russia could not afford; the 2023 Ukrainian counteroffensive was widely expected to threaten the land bridge to Crimea; Russian casualty rates were described as unsustainable; sanctions were expected progressively to restrict access to the technology required to replenish sophisticated weapons. Some of these arguments were perfectly reasonable when they were made and some remain partly true. Russia has suffered enormous losses, its economy is increasingly distorted by war expenditure, its armed forces have displayed extraordinary tactical and organisational shortcomings, and many of its territorial advances have been painfully slow. The problem begins not with those observations but with what happens when the strategic consequences predicted from them fail to materialise.

Rather than conducting the kind of retrospective audit that would rapidly destroy the reputation of an investment manager whose forecasts repeatedly failed, the metric through which the war is judged has tended to migrate. Russia may not have run out of missiles, but the missiles increasingly contain foreign components; Russia may have replaced its soldiers, but the replacements are supposedly of lower quality; Russia may have expanded military production, but at an unsustainable economic cost; Russia may have captured territory, but the territory represents a tiny percentage of Ukraine; Russia may still be advancing, but the casualties incurred for each kilometre make those advances strategically meaningless. Every one of these propositions can contain truth, and several probably do, yet their cumulative effect is peculiar because the criterion through which the original thesis might be falsified changes as contrary evidence arrives. An argument capable of changing its denominator indefinitely can survive almost any outcome, which is the point at which the inevitable fog of war begins to resemble something rather more manufactured: a Fog Machine.

Wiesbaden is an appropriate place to begin looking for it, not because there is evidence of American or NATO generals sitting around a table fabricating Ukrainian victories, which would be both simplistic and almost certainly wrong, but because the German city sits near the institutional centre of the Western military relationship with Ukraine. NATO’s Wiesbaden architecture coordinates much of the training, equipping and sustainment of Ukrainian forces, while the broader American and NATO systems surrounding it possess information that no newspaper reader or Telegram analyst can hope to reproduce: ammunition consumption, equipment availability, repair cycles, training outcomes, Ukrainian operational requirements, air-defence demand, intelligence assessments and the condition of formations sustained by Western assistance. Nobody in Wiesbaden knows exactly what is happening everywhere along a front stretching more than a thousand kilometres, but the quantity and quality of information available there make ignorance an increasingly inadequate explanation for a public narrative that has repeatedly proved more confident than subsequent events justified.

There is historical precedent for this problem, and it is considerably more interesting than the crude proposition that generals lie. In late 1967 General William Westmoreland returned to Washington describing progress in Vietnam at precisely the moment when American strategy had become increasingly dependent upon an attritional theory of victory. If American forces could destroy communist soldiers faster than Hanoi could replace them, mathematics would eventually resolve what politics and strategy had failed to resolve. Body counts therefore mattered enormously, but once body counts became the metric through which success was demonstrated, estimates of enemy strength ceased to be politically neutral. Contemporary American archival records contain an extraordinary discussion of the overriding need to demonstrate progress in grinding down enemy forces, revealing how easily measurement became entangled with the strategy it was supposedly measuring. Tet followed soon afterwards and, although Tet was not the straightforward communist military victory it later became in popular memory, it shattered confidence in the model through which Americans had been told to understand the war. The deeper lesson was not that every body count had been fabricated, but that an institution could accumulate enormous quantities of individually defensible information while selecting variables that collectively produced a profoundly misleading picture.

Afghanistan repeated the process with better technology, better data and ultimately an equally disastrous strategic result. American and allied institutions could count Afghan soldiers trained, operations conducted, equipment delivered, money spent and districts nominally controlled, yet those metrics proved extraordinarily weak predictors of whether the Afghan political-military system could survive once the external ecosystem supporting it disappeared. What mattered was not simply whether battalions existed on paper but whether they could function independently, whether commanders were corrupt, whether soldiers believed in the government they were defending, whether logistics worked without American contractors and whether the Taliban’s penetration of Afghan society had been adequately understood. Once again, individually accurate observations accumulated into a collective strategic picture that events ultimately exposed as badly wrong. An institution does not need to falsify reality if it has already decided which parts of reality count.

Ukraine raises the uncomfortable possibility that we are watching a version of the same process unfold again. Consider the expectations surrounding Russia in 2022 and 2023. Western analysis repeatedly suggested that stocks of precision missiles were rapidly diminishing, sanctions would make meaningful replenishment progressively harder, the replacement of modern armour would become increasingly problematic and mobilisation would produce poorly trained manpower incapable of sustaining complex operations. By the spring of 2023, respected Western military commentary was suggesting that Russian offensive operations were approaching culmination and that Moscow was struggling simultaneously with ammunition, manpower and operational ideas. The Ukrainian counteroffensive that followed did not break the Russian army, reach the Sea of Azov or sever the land bridge to Crimea. Instead Russia absorbed the offensive, adapted tactically, expanded its defensive architecture, increased drone use, improved electronic warfare and subsequently regained the initiative across substantial sectors of the front. General Christopher Cavoli later told the United States Senate that the Russian army had reconstituted and grown faster than many analysts expected and was larger than when the invasion began. This did not mean that Russian losses were imaginary or irrelevant; experienced soldiers and officers had been lost, Soviet equipment stocks consumed and extraordinary quantities of manpower expended for relatively modest gains. It meant something narrower and more damaging to the earlier analysis: the proposition that Russia could not sustain those losses had been testable, and Russia had sustained them.

The same instability can be found within elite Western publications themselves. Foreign Affairs could publish an argument in February 2026 entitled “Ukraine Is Losing the War” and, only months later, publish “Ukraine Turns the Tide”, with both articles capable of drawing upon substantial evidence. The Atlantic has similarly accommodated arguments portraying Russia as losing the attritional contest alongside warnings about the potentially catastrophic consequences for Ukraine of insufficient Western support. There is nothing intellectually improper about disagreement within serious publications; indeed, it is healthy. What the disagreement reveals is how extraordinarily uncertain the strategic picture remains, which makes the much greater certainty often produced farther downstream in the information ecosystem increasingly difficult to justify.

The Financial Times and Wall Street Journal have been especially useful during the last six months because their reporting contains facts that sit awkwardly beside some of the more optimistic strategic interpretations circulating in the same Western information environment. The FT has documented severe Ukrainian manpower pressures and desertion while also reporting that Patriot launchers have, on occasions, lacked the interceptors required to engage incoming ballistic missiles. It has documented the vulnerability of Odesa and Ukraine’s maritime export infrastructure while acknowledging that rail cannot simply replace the economic function of the ports. The Wall Street Journal has reported that Russia gained important advantages in parts of the tactical drone contest, with Russian systems in some sectors dramatically outnumbering Ukrainian ones and mid-range drones increasingly threatening supply routes behind the front, while subsequently reporting the extraordinary sophistication of Ukrainian drone forces and the possibility that technological adaptation was again changing the balance. These are not necessarily contradictions. Russia can possess a local drone advantage while Ukraine remains technologically innovative; Ukraine can suffer an interceptor shortage while improving elsewhere; Russia can sustain huge casualties while those casualties gradually weaken its military. The important question is which facts are elevated into strategic trends and which are treated as temporary complications.

That question becomes still more important once Ukrainian official reporting is subjected to the same retrospective scrutiny normally applied to Russian claims. My own starting assumption in examining this yesterday was that Ukrainian official positional reporting deserved something approaching the presumption of reliability generally accorded to it within Western coverage. Once major battles were checked retrospectively against Ukrainian independent mapping, Russian claims, geolocated evidence and the outcomes subsequently accepted by all sides, that presumption became much harder to sustain. Soledar provides the clearest example, with Russia claiming control while Ukrainian officials continued to describe Ukrainian forces as holding positions there and Ukraine formally acknowledging withdrawal considerably later. Bakhmut was more ambiguous because Ukrainian forces genuinely retained small areas and continued successful operations on the flanks after effective control of most of the city had shifted to Russia, yet the emphasis on residual presence obscured the more important question of meaningful control. Marinka produced another initial denial followed rapidly by acknowledgement that Ukrainian forces had withdrawn to or beyond the outskirts, while Kurakhove and Velyka Novosilka subsequently produced further discrepancies between official Ukrainian descriptions and the picture already emerging from Ukrainian independent mapping.

There are important counterexamples which prevent this from becoming an exercise in reverse propaganda. Ukraine communicated the withdrawal from Avdiivka comparatively clearly, while Vuhledar was acknowledged within a timeframe entirely compatible with genuine battlefield uncertainty and operational security. Russian official sources, meanwhile, have repeatedly declared settlements captured prematurely, inflated Ukrainian encirclements and converted the presence of infiltration groups into claims of territorial control. Russian Telegram channels range from highly useful tactical observers to propagandists and fantasists, while Russian commentators have been predicting imminent Ukrainian collapse with such regularity since 2022 that many would perform disastrously under any honest retrospective scoring system. The conclusion cannot therefore be that Ukrainian sources lie while Russian sources tell the truth. It is subtler and much more useful: Ukrainian official reporting appears substantially better at telling us where Ukrainian forces are fighting and where pressure is intense than at determining precisely when meaningful control of a deteriorating position has been lost, while Russian official reporting has the opposite institutional incentive and tends to announce conquest before contested or infiltrated territory has necessarily become secure Russian control.

Between those competing incentives sit sources such as DeepState, and the current picture it provides is uncomfortable for anyone imagining a comfortably static Donbas front. DeepState is Ukrainian, has repeatedly contradicted Russian claims and records Ukrainian successes as well as failures, yet it currently describes severe Russian pressure around Kostiantynivka, including infiltration and approaches from several directions, while Ukraine’s own General Staff reports the Kostiantynivka and Pokrovsk axes among the most intensely contested sectors of the entire front. Russian mapping and Telegram channels often push the picture farther than DeepState is willing to accept, while Western OSINT frequently occupies the space between them. The value lies precisely in the disagreement because, rather than choosing one source as the narrator and treating the others as claims requiring validation against it, we can allow several information streams to compete against what subsequently happens.

This radically changes how the apparent stasis of the front should be understood. In 2022 the map was the war. Television audiences watched Russian arrows descend from Belarus towards Kyiv, move out of Crimea and approach Kharkiv, before watching Ukrainian counteroffensives around Kharkiv and Kherson dramatically reverse the colours. Territory was understood, correctly, as evidence of military momentum. As the war became attritional, maps did not disappear from Western coverage, but they progressively ceased to provide the principal framework through which audiences understood the conflict. Russian casualties, equipment losses, Ukrainian drone innovation, sanctions, refinery strikes, Western weapons deliveries and Russian economic weakness increasingly competed with territorial geography for narrative prominence.

There are legitimate reasons for this because the modern battlefield itself increasingly defies clean cartography. Extended drone-controlled zones, infiltration groups and settlements contested at street level make a continuous coloured line misleading. Yet the psychological consequence is important because a viewer following mainstream Western television can reasonably emerge with an impression of near-stasis while someone following DeepState, Russian milbloggers, Ukrainian unit channels and geolocated OSINT sees positions, roads, grey zones and logistical geometry changing constantly. The movement may be slow, but slow positional warfare is not the same thing as stasis, particularly because the strategically important unit is increasingly not the square kilometre but the road.

A Russian advance of eight kilometres across a national map can look almost meaningless while simultaneously placing a railway junction within drone range, a logistics hub within glide-bomb range or the last reliable supply road into a city under continuous observation. This is where the traditional concept of a cauldron needs to be adapted to drone warfare. A twentieth-century cauldron required armies physically to surround an opponent; a twenty-first-century cauldron can become functional long before it becomes geographical. Three usable roads become two, two become one, and the remaining road becomes sufficiently visible to drones that movement increasingly occurs at night or during bad weather. Ammunition deliveries become less reliable, casualties harder to evacuate, heavy equipment more difficult to rotate and reinforcements progressively more expensive to move. Ukrainian soldiers may remain physically inside a settlement, allowing an official statement that the position is still held to remain technically true, while the military economics of holding it have already deteriorated dramatically.

Kostiantynivka matters because it sits inside precisely this wider defensive architecture. Bakhmut, Avdiivka, Chasiv Yar, Pokrovsk, Kostiantynivka, Sloviansk and Kramatorsk should never have been understood simply as successive names appearing in newspaper headlines; they form, protect or connect elements of the roads, high ground, urban fortifications and logistical network sustaining Ukraine’s remaining position in Donetsk. The important question is therefore not whether Russia captures Kostiantynivka tomorrow, next month or at all, but whether Ukraine’s remaining Donbas defensive system retains enough logistical redundancy to absorb the progressive loss or interdiction of its constituent parts. A fortress is powerful only while the system behind it can supply it, and a defensive belt can therefore begin to fail operationally before the final positions visible on a map change colour.

The same systems logic makes the Russian pressure around Sumy interesting even if Russia never seriously attempts to capture Sumy itself. Military operations can achieve strategic value through the reserves they force an opponent to retain elsewhere. If Ukraine must maintain sufficient formations in the north to prevent a Russian breakthrough, those formations cannot simultaneously reinforce Donetsk or Zaporizhzhia; if Russia can reduce its own commitment there while preserving the Ukrainian requirement to defend against the possibility of renewed pressure, it gains something without capturing another settlement. The relevant resource is therefore not simply territory but reserve elasticity, because an army can defend a very long front while it retains sufficient reserves to respond to crises, whereas the same front becomes dangerously brittle once every serious attack requires formations to be borrowed from another threatened sector.

It is when this pressure is combined with what is happening behind the front that the cascade thesis becomes considerably more serious than I allowed in the earlier version. Russian attacks on the systems sustaining Ukraine are no longer merely a hypothetical future possibility. Russian sources openly describe deliberate attacks against railways, logistics facilities, warehouses, industrial production, electricity and port infrastructure, which establishes intent but obviously not effect; Ukrainian and independent reporting increasingly establishes the latter. Railway and logistics facilities have been struck, Odesa and the Danube ports have been repeatedly attacked, industrial capacity has been targeted and the electricity network continues to absorb pressure, while Ukrainian Patriot shortages mean that the capacity to protect the highest-value targets cannot simply be assumed.

This is where the conventional separation between battlefield, economic and humanitarian reporting becomes actively unhelpful. A damaged substation is described as an energy story, an attack on Izmail as a shipping story, a Patriot shortage as an air-defence story, Russian infiltration around Kostiantynivka as a battlefield story, manpower shortages as a mobilisation story and a strike against a railway hub as an infrastructure story, yet from the perspective of a state attempting to sustain an industrial war these may all be manifestations of the same strategic process. Electricity powers industry, communications, repair facilities, railways and drone production; railways move military and civilian supplies; ports sustain exports and therefore foreign-currency earnings; economic activity sustains the tax base; and air defence protects the infrastructure connecting them. Russia has no reason to respect the categories through which Western newspapers divide their sections.

The significance of depleted Patriot stocks therefore extends far beyond whether another missile reaches an apartment building in Kyiv. Once interceptors become genuinely scarce, air defence becomes an exercise in strategic triage because a missile allocated to protect Kyiv cannot simultaneously protect Zaporizhzhia, an interceptor defending a transformer cannot defend a railway junction, and a battery positioned to protect military command infrastructure cannot simultaneously cover every port or industrial facility. Ukraine can compensate for any one weakness, as it has demonstrated repeatedly since 2022, but the danger emerges when several weaknesses begin consuming the same finite pool of compensatory resources.

This is the essence of the cascade. Pressure around Sumy or other peripheral sectors fixes reserves, concentrated fighting around Pokrovsk and Kostiantynivka consumes manpower and ammunition, drones progressively reduce the usability of supply routes, shrinking logistical corridors make fortified positions more expensive to sustain, air-defence scarcity increases the vulnerability of infrastructure behind them, and attacks on electricity, railways, industry and ports increase the burden on a state already dependent upon external finance and matériel. None of these processes alone constitutes collapse and several can continue for years without producing it. The danger is that systems do not usually fail linearly. They absorb shocks by rerouting traffic, cannibalising equipment, shortening training, postponing maintenance, stripping neighbouring formations of ammunition, moving logistics at night and accepting greater economic disruption. From the outside the system appears remarkably resilient because the reserves being consumed are largely invisible, until enough redundancy has disappeared that a series of previously manageable problems begins interacting and deterioration accelerates.

Any serious presentation of this argument must simultaneously acknowledge that Russia faces its own version of precisely the same problem. Ukraine has recovered meaningful territory during 2026, Russian advances have slowed in important sectors, Ukrainian drone capability remains extraordinary and its forces have become perhaps the world’s most battle-tested practitioners of unmanned warfare. Ukrainian deep strikes are attacking Russian refineries, logistics, military production and infrastructure hundreds of kilometres behind the front, while Russia’s economy is contending with inflation, labour shortages, high interest rates, sanctions and the enormous opportunity cost of diverting productive capacity into war. Russian manpower is not infinite, Soviet equipment stocks are not infinite and the political willingness to absorb casualties cannot simply be assumed to be infinite. If Ukrainian attacks degrade Russian logistics faster than Russia can degrade Ukraine’s, if Russian recruitment falls persistently below losses or if economic constraints begin reducing actual military production rather than merely civilian prosperity, the Russian system can reach its own binding constraint first.

That counterargument is not an obligatory paragraph inserted to demonstrate balance; it is essential to the analytical model because otherwise The Fog Machine would reproduce exactly the methodology it criticises, selecting true facts that favour a predetermined conclusion while relegating inconvenient ones to footnotes. The correct question is therefore not whether Russia is hurting, because it plainly is, nor whether Ukraine is hurting, which is equally obvious, but which system is approaching the point at which losses can no longer be replaced, infrastructure repaired, manpower generated, logistics rerouted and external support converted into usable military power quickly enough to sustain the war.

The economic comparison needs to be understood in the same way. Western analysis is correct to identify severe distortions within the Russian economy, but the relevant benchmark in an attritional war cannot simply be Russia’s performance against its hypothetical peacetime trajectory. It must also be compared with Ukraine’s capacity to sustain a state suffering demographic contraction, lost territory, damaged industrial infrastructure, attacks on electricity and ports and extraordinary dependence upon external financing. Conversely, Ukraine’s smaller domestic economy does not determine the result if Western economic capacity is effectively incorporated into its war effort, just as Russia’s isolation from the West matters less if China, Iran, North Korea and the wider non-Western trading system provide sufficient economic and military alternatives. Sanctions therefore need to be judged not by whether they make Russia poorer than it otherwise would have been, which they clearly do, but by whether they prevent Russia obtaining the resources required to continue the war at a rate Ukraine and its supporters cannot match.

Once again, the denominator is everything. Russian casualties matter relative to Russian recruitment and force generation, Ukrainian casualties relative to Ukrainian recruitment and force generation, Russian missile expenditure relative to Russian production, Ukrainian interceptor expenditure relative to Western production and delivery, Russian economic deterioration relative to the Kremlin’s ability to finance war, and Ukrainian economic deterioration relative to Western willingness to finance Ukraine. Territorial movement matters relative to the operational value of the territory, while a road matters relative to the alternatives available once it becomes unusable. Without the denominator, an impressive statistic can become little more than narrative.

This may explain one of the strangest features of Western coverage since 2022, which is the apparent migration of the preferred metric as the war itself has changed. When Ukraine retook enormous areas around Kharkiv, territory demonstrated momentum; when Russia subsequently advanced slowly, territory became less important because the casualty cost was enormous. When Ukrainian drones dominated important parts of the battlefield, technological innovation was transforming warfare; when Russian forces adapted and gained advantages in some sectors, Ukrainian deep strikes became strategically transformative. When sanctions failed to collapse the Russian economy, their cumulative long-term damage became the central argument; when Russia nevertheless expanded its armed forces, force quality became more important than force size. Every transition can be defended individually, but taken together they raise the uncomfortable question of whether the criterion through which success is measured is sometimes being selected after observing which criterion produces the preferred answer.

This is why the most useful exercise now is retrospective rather than predictive. Take the major propositions made since February 2022 and freeze them at the date on which they were made: Russia will run out of sophisticated missiles, sanctions will cripple its military-industrial capacity, mobilisation will fail, Bakhmut will exhaust the Russian army, Ukraine’s counteroffensive will threaten Crimea, Russia cannot replace its losses, Russian artillery superiority will disappear, Ukrainian drone superiority will compensate for manpower disadvantage, Russia cannot sustain offensive operations and Ukraine can hold the Donbas fortress belt. Record whether each proposition came from the Pentagon, British Ministry of Defence, Ukrainian General Staff, Russian Ministry of Defence, BBC, Sky, Financial Times, Wall Street Journal, The Atlantic, Foreign Affairs, DeepState, ISW, Rybar, Russian Telegram, Ukrainian military channels or Substack, and then remove the prestige of the source from the calculation entirely. The only question that matters is what subsequently happened.

Russian Telegram would fail many of those tests spectacularly because Russian commentators have repeatedly predicted Ukrainian collapse long before it occurred, if indeed it ever does. The Russian Ministry of Defence would lose points for declaring territorial control that subsequent evidence did not initially support. Ukrainian official sources would lose points where acknowledgements of lost positions lagged Ukrainian independent mapping and later accepted outcomes. Western military analysts would score extremely well on some predictions and badly on others. The point is not to discover which tribe deserves our allegiance, but to determine which information ecosystem would have left us least surprised by the subsequent twelve months.

Source reliability should be earned longitudinally rather than inherited institutionally.

My own research process yesterday inadvertently demonstrated why this matters. I began with an implicit reliability prior for Ukrainian official positional reporting approaching nine out of ten, largely because the Western information ecosystem within which I initially searched treated those sources as substantially authoritative. When challenged to widen the source universe to Ukrainian independent mapping, Russian reporting and Telegram and then retrospectively compare official claims with subsequent accepted battlefield outcomes, my estimate for the much narrower question of real-time territorial control fell towards five out of ten. Those numbers are subjective and should never be presented as statistical science, but the direction of movement matters because my original source hierarchy influenced which evidence I retrieved, and the evidence I retrieved then appeared to validate the hierarchy with which I had begun.

That is the Fog Machine in miniature. It does not require anybody to lie, although people in wartime undoubtedly do. It requires an information system in which assumptions about source credibility determine what evidence enters the analysis, after which the resulting analysis appears independently to confirm those assumptions. The mechanism is circular precisely because each individual step looks reasonable.

The danger in Ukraine may therefore not be that the maps shown to Western audiences are false, but that the scale at which we are shown the map makes the most important movement almost invisible. A national territorial map can appear broadly static while the military geometry around Kostiantynivka deteriorates substantially; DeepState can simultaneously record Russian advances in Donetsk and Ukrainian successes elsewhere; Russia can suffer enormous casualties while increasing pressure against a critical defensive system; Ukraine can possess perhaps the world’s most sophisticated tactical drone force while simultaneously lacking enough strategic interceptors to protect every important part of its rear. Russia can suffer genuine economic deterioration while retaining sufficient industrial capacity to continue producing the weapons necessary to prosecute the war. These are not contradictions requiring us to choose one narrative or another. They are the war itself.

The dangerous scenario for Ukraine is that several adverse trends converge. If the remaining Donbas defensive architecture eventually fails, not through a cinematic armoured breakthrough but because roads, reserves, logistics and defensive positions progressively cease supporting one another, the territorial consequences could accelerate much faster than the previous rate of Russian advance suggests. If interceptor scarcity simultaneously gives Russia greater freedom to attack electricity, industry, rail and ports, Ukraine could confront military and economic deterioration at the same moment; if Western industrial capacity or political willingness cannot compensate quickly enough, what looked like a stable attritional equilibrium could become something qualitatively different.

Russia taking all of eastern Ukraine remains a hypothesis rather than an established trajectory, while Kyiv becoming the world’s newest divided city lies farther out still and should be described as the speculative end of the cascade rather than its inevitable conclusion. The Berlin analogy should not be taken literally: there need not be a wall through central Kyiv or opposing armies confronting one another at checkpoints. The more plausible analogy would be geopolitical, with a Ukrainian state increasingly integrated into Europe to the west, Russian-controlled territory to the east, a heavily militarised frontier close to the country’s historical centre, unresolved sovereignty and a capital whose political identity becomes inseparable from territory beyond its government’s control. It is an extreme outcome, and there are many ways in which it does not happen: Ukraine stabilises manpower, Western interceptor production catches up, Ukrainian drones degrade Russian logistics faster than Russia can degrade Ukraine’s, Russian recruitment falls below losses, economic constraints begin reducing Russian military production, the Donbas defensive system stabilises or political circumstances produce a settlement before either military system reaches its breaking point.

A serious thesis must contain its own conditions of failure because otherwise it is merely propaganda with footnotes. What should no longer be acceptable, however, is excluding the opposite outcome from serious analysis because it sits outside the information architecture through which Western audiences have learned to understand the war. Russia may indeed be approaching another culmination, Ukraine may genuinely have turned an important corner, Western technological and economic superiority may ultimately assert itself and Putin’s invasion may yet prove a strategic catastrophe for Russia. All of those possibilities remain open. So does the possibility that the apparently static front is storing pressure rather than demonstrating equilibrium, and that the decisive movement is occurring not in spectacular arrows sweeping across television maps but in supply corridors becoming narrower, roads becoming progressively less usable, defensive positions becoming harder to sustain, interceptor magazines becoming thinner, substations being repaired for the fourth or fifth time, ports functioning at greater economic cost and brigades being transferred between threatened sectors because insufficient reserves exist to reinforce all of them simultaneously.

If that is what is happening, the map will eventually show it, because maps always catch up with military reality. The danger is that by the time the colours change, the system underneath them may already have changed months earlier.

This is ultimately why Wiesbaden matters, but also why DeepState matters, why Russian Telegram matters, why Ukrainian soldiers’ channels matter, why the Financial Times and Wall Street Journal matter and why BBC and Sky matter. None should be granted ownership of reality, and none should be permitted to define the evidence universe against which the others are judged. Their claims should compete against one another and, wherever possible, against subsequent events: prediction against outcome, official statement against independent mapping, Russian report against Ukrainian report, Western intelligence assessment against what actually happened twelve months later. Where the evidence remains genuinely unresolved, it should remain unresolved rather than being awarded by default to whichever institution occupies the highest rung of our inherited hierarchy of credibility.

After Vietnam, Afghanistan and now more than four years of Ukraine, perhaps the most disturbing lesson is therefore not that generals lie, journalists propagandise or governments conceal inconvenient facts, although all three can happen. It is that enormously sophisticated institutions can possess vast quantities of accurate information, process that information through intelligent and conscientious people, and nevertheless construct an understanding of a war that subsequent events expose as badly wrong because the institutional machinery determining what information means is itself capable of becoming part of the problem.

Perhaps the generals in Wiesbaden understand that. Perhaps they do not. What we should no longer do is assume that an answer becomes more reliable merely because it came from Wiesbaden, just as we should not assume that a contrary answer becomes more reliable merely because it came from Telegram.

The fog of war is inevitable. The Fog Machine is not.