Defining the Future of Ukraine and Russia. How AI, Transnational Corporations, and the Governance System Crisis Are Changing the Nature of War

Today’s military conflict between Russia and Ukraine has gone far beyond a classical clash between two regular armies. It is now necessary to speak of a fundamental turning point: we are witnessing a shift from a war of attrition targeting manpower and armoured vehicles to a confrontation driven by the destruction of the adversary’s technological capacity to resist.

The primary drivers of this transformation are artificial intelligence, hybrid cloud management structures, and the direct participation of transnational tech corporations in military operations—both at the planning stage and on the battlefield.

1. «Kill Zones» and the New Frontline Architecture

The nature of combat along the line of contact has changed radically under the influence of AI and drone systems:

  • The «Kill Zone» Concept: Created by small drones, these zones have expanded from a few kilometres to 30–40 km deep into the territory on both sides of front-line. Within this strip, any movement of equipment or troop groups is immediately detected and destroyed. This has forced both sides to abandon the deployment of large units: front-line positions are now manned by groups of just 2–3 men. Independent analysts estimate this has led to a colossal—nearly tenfold—reduction in manpower casualties, a fact hidden by official propaganda.
  • Minimal Ground Presence: Due to the immense width of this «invisible» zone, the physical presence of troops on the ground is minimal. This allows both sides to conduct aggressive information warfare, claiming control over settlements long before actually taking them (as Russian forces did in Kupiansk), or claiming to maintain control over most of a city or territory for weeks or months after retreating (as the AFU did in Pokrovsk, Kosntantynovka, and Chasov Yar).
  • Deep Kill Zones (100–250 km): Massed strikes by medium-range drones are destroying supply chains, fuel depots, and mobile launch platforms. Ukraine is establishing a long-range strike perimeter, targeting logistics as far as Crimea and Novorossiysk. Meanwhile, Russia is turning the entire territory of Ukraine east of the Dnipro River, as well as the Black Sea coastline (including Odesa and Mykolaiv), into a kill zone, effectively blocking Ukraine’s foreign trade.

2. AI and «Cloud» Command: The Transition to Ecosystem Warfare

A key shift has been the direct intervention of transnational IT corporations in the architecture of military decision-making and the conduct of operations. The conflict is ceasing to be purely inter-state.

This creates a new internal vertical contradiction: a clash between traditional bureaucratic institutions and cutting-edge technological ecosystems.

«Cloud» Command Centres: Establishing specialized structures for military operations effectively transfers planning functions to AI algorithms and tech companies, chief among them transnational corporations. AI plots drone flight paths in real time to bypass air defences, analyses agent-gathered intelligence, and prioritizes targets using the adversary’s entire information sphere.

The Breakdown of Taboos on Striking Decision Centres

Unspoken agreements not to strike key decision-making centres have crumbled.

  • Ukraine’s Air Defence Crisis: A shortage of air defence systems in Ukraine and the West’s inability to supply the AFU with necessary weaponry led to a series of high-precision Russian strikes on Ukrainian air defence command centres, on July 2. As a result, the AFU’s intercept capability fell sharply. The AFU now intercepts only 1–2% of Russian ballistic missiles, while intercepts of fixed-wing drones have dropped to 50%.
  • New Western Tactics: Reacting to the threat of direct escalation with the Russian Federation, the US, France, and Germany are shifting from supplying finished weapons to licensing technology for missile and aerial bomb production directly inside Ukraine, as well as enabling Ukrainian companies to produce arms within Europe. This moves NATO-based defence facilities out of potential retaliatory firing lines, while forcing Moscow to draft plans for strikes inside NATO member states.

3. Internal Systemic Crisis: Dysfunction on Both States

Technological breakthroughs stand in sharp contrast to the deep corruption and bureaucratic degradation of state institutions.

Clan Economics and Corruption Schemes

Protracted problems with protecting critical infrastructure in the Russian Federation (such as oil refineries) have been largely driven by internal financial incentives:

  • Profiting from Destruction: Facility owners and affiliated entities profit from receiving massive state budget compensations after strikes hit obsolete production units built during the Soviet era and privatized during the USSR’s collapse.
  • Fuel Speculation: Schemes involving the resale of fuel and speculation in newly controlled territories form a multi-billion-dollar illicit business, yielding massive profits at the expense of the population.

This dynamics blocked real investment in defence systems and facility security.

Demand for Systemic Change

Populations and businesses in both Russia and Ukraine increasingly recognize that the root of the problem lies in a criminal-bureaucratic governance model. This subsystem originated in the USSR between 1946 and 1950 amidst post-war scarcity and devastation, developing inside the Soviet economy and state apparatus as a shadow «criminal state» that ultimately drove the USSR to collapse.

Cosmetic reforms or formal EU requirements for Ukraine do not change the essence of the system—bureaucrats easily adapt and use reforms to consolidate personal power and clans interests.

Civil society in both Ukraine and Russia is suffering from fatigue—not just from the military operations, but from an entire ruling elite incapable of ensuring the functioning of legal and economic institutions.

4. The Personal Impasse of Leaders and the Need for Track-Two Diplomacy

Attempts to organize direct negotiations between the leadership of both countries have reached a deadlock due to legal constraints, clan rivalries, and interpersonal conflicts.

  • Constitutional and Personal Barriers: Incorporating territories into the Russian Constitution makes an official step back impossible for Vladimir Putin. On the other hand, de facto acknowledging the loss of territories while being legally unable to codify it binds Vladimir Zelensky’s hands.
  • The Personal Factor: A mutual sense of «personal betrayal» and deep-seated animosity between the leaders block direct communication.

The Only Way Forward: Expert Track-Two

The only viable alternative is Track-Two diplomacy: engaging independent experts (lawyers, economists, military, and political analysts) from Russia, Europe, the US, and Ukraine who are prepared to build functional market and legal institutions, bypassing the interests of ruling bureaucracies.

Conclusion

The war has reached a threshold beyond which this regional conflict will turn either into a managed transformation and reform of both countries’ corrupt state systems, or into a direct war between the West and Russia. The transition of command functions to AI and corporations is changing the rules of the game faster than state mechanisms can react, making the dismantling of criminal-bureaucratic governance models the primary condition for the survival of the entire region.

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