1. Executive Summary

As the conflict in Ukraine grinds through 2026, the Russian state finds itself navigating a difficult path. It is currently balancing resource exhaustion, a changing public mood, and an elite class that has become deeply integrated into the military machine. These pressures have created a narrow, high-stakes environment for the Russian President. By combining intelligence metrics with behavioral and sociological analysis, this report explores the Kremlin’s current position and the strategic paths that lie ahead.

Decision-making in the Kremlin remains tightly centralized. The leaders’ way of thinking is heavily influenced by a psychological framework that encourages them to take big risks to avoid admitting any kind of failure. On one hand, the economy is under immense strain: the central bank has pushed interest rates to 21 percent, labor is scarce, and the structural deficit is growing. While these indicators point to domestic fragility, the regime has buffered itself by appointing technocrats who specialize in managing a war economy. On the military front, Russian forces are nearing their limits. They are fast depleting their stocks of Soviet-era armor and suffering heavy losses just to achieve marginal territorial gains.

Even with these systemic cracks, societal control remains firm. Most Russians are tired of the war, yet they still hold onto the belief that victory is certain—a sentiment the state exploits to justify potential escalations if diplomacy fails. Given this combination of high risk tolerance and material constraints, a genuine diplomatic settlement from the President is unlikely in the short term. Instead, the leadership will likely choose between three paths: continuing a grueling war of attrition, launching high-risk asymmetric attacks, or seeking a temporary “tactical freeze” to regroup. This assessment evaluates each scenario’s probability and its long-term chances of success.

2. Psychological and Behavioral Assessment of Leadership

To predict how Russia might act, we have to look past typical models of “rational” behavior. We need to understand the specific mindset within the Kremlin. Behavioral science, particularly Prospect Theory, helps explain why the Russian President is willing to accept such staggering costs in both lives and resources.

2.1 Prospect Theory and the Architecture of Loss Aversion

Developed by Daniel Kahneman and Amos Tversky, Prospect Theory suggests that people don’t view wins and losses equally. We are “loss averse,” meaning we will take far greater risks to prevent a loss than we would to achieve a similar gain¹. In international politics, this bias arises from the reference point a leader sets—the baseline for what they consider the normal status quo¹.

For the Russian President, that baseline is a world in which Russia holds total influence over its neighbors and is a dominant global power⁵. The Kremlin views Ukraine’s shift toward the West as a painful loss of that status. Because they feel they are in a “domain of losses,” the leadership has repeatedly turned down low-risk compromises. Instead, they have opted for high-stakes military action, hoping to force things back to the way they were before¹.

This psychological framing dictates that the Russian leadership evaluates the conflict as an existential necessity rather than a discretionary policy option. The failure to achieve maximalist objectives in Ukraine would crystallize the perceived loss of Russia’s great-power status. Consequently, the leadership is cognitively predisposed to escalate military actions rather than accept a negotiated settlement that formally institutionalizes this loss⁴. A psychological profile of the Russian President indicates a characteristically high tolerance for risk, an attribute that has guided his governance since 2000 and influenced his approach to prior conflicts⁸.

2.2 Diminishing Sensitivity and “Gambling for Resurrection”

Prospect Theory also highlights “diminishing sensitivity,” which explains why the Kremlin isn’t backing down despite mounting costs¹. Essentially, as losses pile up, the psychological impact of each new loss begins to fade⁹. Having already lost roughly 1.4 million soldiers and thousands of tanks, the deterrent effect of losing more is actually lower than it was when the war began¹.

This creates a dangerous “gambling for resurrection” dynamic, much like a gambler betting the house on the final race to win back their money¹. Because the “sunk costs” are so high, the leadership feels they must achieve a massive victory to justify the national sacrifice⁹. A peace deal that only gains small patches of territory wouldn’t be enough to make up for the losses. Consequently, the President is willing to let the Russian economy take a heavy beating, so long as he believes there is still a chance for ultimate strategic success¹.

Furthermore, psychological profiling of the Russian President indicates a lower level of conceptual complexity, resulting in a rigid worldview that categorizes outcomes in binary terms¹³. This cognitive rigidity, exacerbated by an insulated advisory circle, filters out contradictory intelligence and amplifies risk-acceptant behavior in the groupthink dynamic⁵. The leadership demonstrates a high tolerance for systemic risk, betting that Russian societal resilience will ultimately outlast Western political resolve¹.

3. Sociological Climate and Domestic Conditioning

While the Russian state possesses powerful mechanisms for coercion and information control, domestic sentiment remains a variable in the regime’s strategic calculus. The domestic operating environment in 2026 presents a duality: widespread exhaustion with the conflict coexists with deep-seated compliance and susceptibility to state-directed escalation narratives.

3.1 Public Opinion Trends and War Fatigue

Independent sociological data from the Levada Center indicates a shift in public sentiment as the conflict persists. Polling data from January 2026 reveals that 61 percent of the Russian population favored entering immediate peace negotiations¹⁵. While this figure represents a majority, it marks a decline from the 66.4 percent recorded in December 2025. Concurrently, the share of respondents who explicitly supported the continuation of military operations rose from 25 percent in December 2025 to 31 percent in January 2026.

Specific demographics most strongly express this desire for peace. Approximately 40 percent of the Russian population reports that the war has had no direct impact on them, with this figure rising to 50 percent in Moscow and 45 percent among the 18–24 demographic¹⁶. Conversely, 22 percent of respondents report that the war has affected them significantly, with 30 percent of this highly affected group citing the death of loved ones and 28 percent citing the involvement of relatives in the fighting⁹.

Polling Metric (Levada Center)	Dec 2025	Jan 2026	Trend
Favor Peace Negotiations	66.4%	61.0%	Decreasing
Favor Continued Military Operations	25.0%	31.0%	Increasing
Expect Russian Victory	–	74.0%	Stable/High
Expect Ukrainian Victory	–	0.0%	Stable/Zero
Support Actions of Russian Armed Forces	–	~75.5% (Avg)	Stable/High

3.2 The Elasticity of Public Support

The data must be interpreted with nuance. The preference for peace negotiations does not equate to a repudiation of the state’s geopolitical objectives. As illustrated in the table above, 74 percent of respondents continue to believe that the war will end in a Russian victory, with zero percent expecting a Ukrainian triumph. Furthermore, average support for the actions of the Russian Armed Forces has remained high, hovering around 75 to 76 percent throughout 2025 and early 2026.

Crucially, the sociological data highlights the malleability of the Russian public in the event of diplomatic failure. Polling indicates that if peace talks were to fail, a substantial portion of the population would support military escalation, with 31 percent favoring a definite increase in attacks and 28 percent favoring a probable increase. This suggests that the Kremlin has conditioned the populace to view the conflict in terms of national survival. The public desires an end to the socioeconomic strain, but they are ideologically prepared to support further aggression if the state frames it as a defensive necessity against Western actions⁵.

4. The Political Economy of the War Machine

The sustained conflict has catalyzed a restructuring of the Russian political elite. The era of balancing competing oligarchic clans has been superseded by the imperative of maintaining the war machine. This shift is clearly manifested in the personnel changes and macroeconomic policies implemented by the Kremlin.

4.1 Technocratic Militarism and Elite Reordering

In May 2024, Andrei Belousov, a civilian economist, was appointed as Minister of Defense, replacing Sergei Shoigu¹⁷. Belousov’s elevation represents the ascendance of a “developmental state” model within the Kremlin, subordinating civilian economic interests to military objectives¹⁸. His mandate involves the integration of military demand with national industrial capacity, labor supply, and public finance¹⁷.

A proponent of military Keynesianism, Belousov has streamlined the defense industrial base, addressed bottlenecks in procurement, and forged coalitions with state-owned defense conglomerates and the military counterintelligence apparatus¹⁸. His influence is evident in political maneuvering, such as the Ministry of Defense’s rejection of “paper veterans” (officials with brief reserve stints) for the State Duma candidate lists, insisting instead on genuine combat veterans to fulfill the President’s quota.

This elite reordering has stabilized the regime by ensuring that the upper echelons of power share a structural dependency on the war effort⁹. The risks associated with moving against the President outweigh the potential benefits for the elite, as disruption at the apex of power threatens to collapse the system of wartime rent distribution²⁰.

4.2 Macroeconomic Constraints and Evasion Dynamics

The integration of the Russian economy into the war effort has triggered macroeconomic imbalances. The state’s reliance on military spending—pumping federal funds into defense production—has fueled chronic inflation and severe labor shortages²¹. To prevent economic overheating, the Central Bank of Russia has raised interest rates to 21 percent²³. This high cost of borrowing constrains civilian investment and indicates underlying economic stress. Officially reported annual inflation is 6 percent, while population inflation expectations are 14.7 percent²¹.

Fiscally, the state is operating on a narrowing margin. The 2026 budget allocated $183 billion to national security and defense, pushing the federal deficit to 2.8 percent of GDP in the first seven months of 2026, surpassing planned parameters¹⁷. Lacking access to international credit markets, the government relies on domestic borrowing, utilizing corporate debt which has surged by an estimated $280 billion to $415 billion since 2022, alongside continuous tax increases²¹. The International Monetary Fund projects Russia’s economic growth will slow to 1.4 percent in 2025 and 1.2 percent in 2026²⁵.

The state’s revenue stream remains dependent on hydrocarbon exports, which are targeted by Ukrainian deep strikes against refinery infrastructure and Western sanctions²². Russia has circumvented oil price caps via a “shadow fleet” of illicit tankers, utilizing tactics observed in Iranian and Venezuelan sanction evasion, such as frequent flag changes and disabling automatic identification systems (AIS)²⁴. The threat of secondary tariffs of 100 to 500 percent by the United States aims to pressure these alternative revenue channels by penalizing third-party buyers²⁷.

5. Military Constraints and Regenerative Capacity

The material realities on the battlefield fundamentally constrain the strategic options available to the Russian leadership. While the regime has demonstrated resilience, the cumulative effects of military attrition are narrowing Moscow’s operational bandwidth.

5.1 Personnel Attrition and Tactical Devolution

The Russian Armed Forces have sustained losses unprecedented in the post-Soviet era. The estimated 1.4 million casualties¹⁰ have necessitated recruitment campaigns that draw an estimated 10,000 to 30,000 workers from the civilian labor force into the military each month²⁴.

Due to the inability to rapidly scale new production of complex systems to match loss rates, Russian operations have increasingly relied on grinding infantry assaults²². This approach has resulted in slow rates of advance. For context, Russian advances in sectors like Kostiantynivka and Pokrovsk average between 50 and 70 meters per day, which is markedly slower than historical offensive operations¹¹.

Historical Offensive Operation	Year	Average Daily Rate of Advance
Kostiantynivka (Russia-Ukraine War)	2025–2026	50 meters
Pokrovsk (Russia-Ukraine War)	2024–2026	70 meters
Somme (World War I)	1916	80 meters
Belleau Wood (World War I)	1918	410 meters
Leningrad (World War II)	1943	1,000 meters

5.2 Depletion of Armored Reserves

A critical constraint is the depletion of mechanized reserves. Russia’s ability to sustain operations relies on refurbishing Soviet-era stockpiles⁹. By 2024, approximately 3,825 tanks had been withdrawn from open storage bases, leaving a remaining inventory of roughly 3,517.

The majority of the modern and restorable vehicles have already been deployed. Of the remaining inventory, roughly 280 tanks are estimated to be easily reactivatable, while the remaining 3,250 require significant repairs or are only suitable for cannibalization for spare parts. Projections made in September 2025 indicated that the restorable reserves would face severe depletion by late 2025 or 2026⁹.  That projection appears to be holding true.

Year (End of Year)	Tanks in Open Storage Bases	Tanks Withdrawn (Cumulative)
2021	7,342	Baseline
2022	6,870	~530
2023	4,666	~2,730
2024	3,517	~3,825

While traditional armored capacity diminishes, Russia has adapted by heavily investing in unmanned aerial vehicle (UAV) production and training, reportedly training 8,000 UAV specialists in the first half of 2026 and establishing centralized training and operational centers¹⁸. However, these asymmetric adaptations do not fully compensate for the lack of mechanized maneuverability required for large-scale territorial conquest²².

6. Strategic Scenarios (2026-2027)

Given the interplay of psychological loss aversion, societal conditioning, and material degradation, the Russian President faces a constrained menu of strategic options. The following scenarios assess the most likely courses of action the Kremlin will pursue in the near term.

It is notable that the most probable scenario—a prolonged war of attrition—is assessed at only a 60 percent likelihood. This ceiling reflects the profound volatility of the current Russian operating environment. The status quo is highly fragile due to intersecting systemic constraints: the impending depletion of Soviet-era armored reserves by late 2026³¹, an overheating economy managed by an unsustainable 21 percent interest rate²⁴, and the unpredictable nature of external variables, namely the continuation of Western military and financial aid to Ukraine⁹. Furthermore, the Russian President’s psychological predisposition toward “gambling for resurrection” introduces a constant risk of sudden, asymmetrical escalation if the attrition strategy fails to yield decisive results¹. Consequently, while attrition remains the baseline trajectory, the cascading pressures on the Russian state create a 40 percent probability that the Kremlin will be forced to pivot toward either radical escalation or a tactical freeze.

6.1 Scenario 1: Prolonged War of Attrition / “Forever War”

Estimated Likelihood: 60%

In this scenario, the Russian leadership maintains the current operational tempo without significantly altering political or military parameters. The objective is the systematic exhaustion of Ukrainian manpower, infrastructure, and Western political will⁹. The military focus remains on low-level positional warfare to secure the remainder of the Donetsk and Luhansk regions, utilizing mass to compensate for a lack of mechanized maneuverability⁹.

• Pros: This approach aligns with the Russian leadership’s belief that Western support for Ukraine will eventually fracture¹. It avoids the domestic shock and political risk associated with declaring a full, involuntary national mobilization. Economically, maintaining the current baseline defense spending—supported by a 2026 budget allocating $183 billion to defense—allows technocrats to manage the decline predictably¹⁷.
• Cons: This strategy operates against a closing window of material viability. As restorable Soviet-era armor runs out by late 2026, the Russian military will face a capabilities gap²⁵. Sustaining 21 percent interest rates and labor drains over several more years guarantees long-term structural degradation of the civilian economy¹². The strategy also exposes Russian infrastructure to continuous Ukrainian deep strikes²⁶.
• Odds of Success: 40%. The success of this scenario depends on external variables—specifically, the cessation of Western military and financial aid to Kyiv. If Western support remains steady, Russia currently lacks the organic material superiority to force a capitulation through attrition alone.

6.2 Scenario 2: High-Risk Escalation and National Mobilization

Estimated Likelihood: 25%

Driven by the psychological imperative of loss aversion and the realization that the current rate of advance will not secure strategic objectives before resource depletion, the Russian President opts for escalation. This scenario entails formally expanding the war parameters, initiating a massive, involuntary national mobilization, and utilizing aggressive asymmetric operations directly against NATO logistics hubs and European infrastructure to coerce a settlement¹².

• Pros: Mobilization directly addresses the chronic manpower shortages, potentially allowing the Russian military to reconstitute operational-level reserves³⁰. Asymmetric escalation against Europe capitalizes on perceived Western risk aversion, attempting to shock Western capitals into forcing Kyiv to negotiate on Moscow’s terms².
• Cons: The domestic political risks are substantial. Mass mobilization fractures the social contract that insulates the urban populations from the conflict’s realities, potentially sparking elite fracturing and unrest¹⁷. Furthermore, the defense industrial base lacks the capacity to equip a suddenly doubled force size; mobilizing hundreds of thousands of men without adequate armor or logistics would result in severe operational failures³⁰. Escalating hybrid operations against NATO carries the risk of triggering Article 5, drawing Russia into a conventional conflict it cannot materially sustain.
• Odds of Success: 15%. This represents a “gamble for resurrection” informed by Prospect Theory. The mismatch between the influx of mobilized personnel and the industrial capacity to equip them makes battlefield success unlikely, while the international risks of uncontrolled escalation are high.

6.3 Scenario 3: Tactical Ceasefire and Force Reconstitution

Estimated Likelihood: 15%

Recognizing the impending depletion of critical military hardware and the fragility of the macroeconomy, the Russian President suppresses maximalist geopolitical ambitions and signals a willingness to freeze the conflict along the current line of contact. This results in a prolonged, heavily armed armistice.

• Pros: A ceasefire provides a needed pause to the attrition rate. It halts the burn rate of armored reserves and allows the defense industrial base to shift from replacing destroyed equipment to expanding the force structure³¹. It relieves the acute pressure on the central bank, allowing for a gradual reduction in interest rates to stabilize the domestic economy. Politically, the leadership can claim a domestic victory by framing the retention of the occupied territories as the successful achievement of the operation’s goals³³.
• Cons: Within the framework of Prospect Theory, accepting a ceasefire without securing total political control over Kyiv feels like accepting a permanent geopolitical loss. The Russian leadership fears that a ceasefire will allow Ukraine to rebuild and integrate further with NATO architectures⁹. Furthermore, the sprawling Russian war economy is dependent on continuous conflict; a sudden cessation of hostilities could trigger an economic contraction²³.
• Odds of Success: 25%. The low probability of this scenario occurring is tied to the President’s psychological reluctance to formalize a perceived loss. However, if enacted, it has moderate odds of succeeding in preserving the current Russian regime and stabilizing its borders, though it fails to achieve the initial grand strategic objectives.

7. Conclusion

In 2026, the Russian state is caught between a degraded resource base and an unyielding strategic imperative (for further details, see this State Fragility Analysis: Russia 2026-2029). The analysis indicates that President Vladimir Putin operates within a rigidly constructed cognitive framework where the loss of a historical sphere of influence represents a direct threat to the state.

Consequently, the Russian leadership exhibits a willingness to trade the long-term structural health of the Russian economy and demographics for tactical sustenance on the battlefield. The appointment of technocrats ensures that the state will maximize domestic resources to forestall military collapse, relying on a subservient public that desires peace but remains conditioned to support escalation if directed.

Given the impending depletion of Soviet-era armored reserves and the 21 percent interest rates impacting the civilian sector, the current trajectory faces defined limitations. However, psychological loss aversion makes a genuine diplomatic withdrawal highly improbable. The Russian President is most likely to maintain the current war of attrition, hoping to outlast Western support before material reserves run dry, while holding the threat of asymmetric escalation in reserve as a coercive mechanism.

Master Summary Table: Strategic Scenarios for Russian Leadership (2026–2027)

Scenario	Likelihood	Primary Mechanism	Key Pros	Key Cons	Odds of Success
1. Prolonged War of Attrition	60%	Maintain current intensity; rely on infantry mass, and the defense industrial base output is designed to slowly exhaust both Ukraine and Western resolve.	Avoids domestic shock of mobilization; aligns with belief in Western political fragility; manages economic decline predictably.	Risks capability gaps as Soviet reserves deplete by 2026, ensuring long-term macroeconomic degradation and exposing the homeland to strikes.	40%
2. High-Risk Escalation & Mobilization	25%	Mass involuntary mobilization expands asymmetric hybrid attacks against NATO logistics and European infrastructure.	Addresses manpower shortages; attempts to force an operational breakthrough; coerces Western capitals.	Substantial domestic political risk; defense industry cannot adequately equip new masses; high risk of conflict with NATO.	15%
3. Tactical Ceasefire & Reconstitution	15%	Freeze conflict along the line of contact; pivot to long-term force generation and economic stabilization.	Halts attrition of personnel and armor; allows economic stabilization; secures current territorial gains as a domestic “victory.”	Psychologically perceived as a geopolitical “loss”; allows Ukraine to fortify and integrate with the West; risks economic shock from demilitarization.	25%

---

Please share the link on Facebook, Forums, with colleagues, etc. Your support is much appreciated and if you have any feedback, please email us in**@*********ps.com. If you’d like to request a report or order a reprint, please click here for the corresponding page to open in new tab.

---

Sources Used

1. Anthony Costanzo on Putin’s Gamble in Ukraine – SIWPS, https://www.siwps.org/blog/anthony-costanzo-on-putins-gamble-in-ukraine/
2. The Hybridisation of Conflict: A Prospect Theoretic Analysis – MDPI, https://www.mdpi.com/2073-4336/12/4/81
3. Analysis of Russian Foreign Action Decision-Making under Prospect Theory, https://francis-press.com/uploads/papers/opQPh7qHGhbIOiT3ue4MOT84bz7CoVFKYt1rpHjY.pdf
4. Loss Framing in Territorial Disputes | The Journal of Politics: Vol 88, No 2, https://www.journals.uchicago.edu/doi/10.1086/735452
5. Prospect Theory, Groupthink, and Amplified Frames of Loss: Making Sense of Russia’s Decision to Invade Ukraine | Request PDF – ResearchGate, https://www.researchgate.net/publication/391880596_Prospect_Theory_Groupthink_and_Amplified_Frames_of_Loss_Making_Sense_of_Russia’s_Decision_to_Invade_Ukraine
6. Analyzing the Rationales Behind Russia’s Intervention in Ukraine – DTIC, https://apps.dtic.mil/sti/tr/pdf/AD1027619.pdf
7. Loss Aversion, Neo-imperial Frames and Territorial Expansion: Using Prospect Theory to Examine the Annexation of Crimea. – Munich Personal RePEc Archive, https://mpra.ub.uni-muenchen.de/117208/
8. Vladimir Putin: risk-taker who is gambling his country’s future – Loughborough University, https://www.lboro.ac.uk/news-events/news/2022/march/vladimir-putin-risks-russias-future-conversation/
9. Russia’s War in Ukraine: The Next Chapter – CSIS, https://www.csis.org/analysis/russias-war-ukraine-next-chapter
10. Ukraine War: Research & Analysis | CSIS, https://www.csis.org/topics/ukraine-war
11. Russian Blood and Treasure: The Ballooning Costs of Putin’s War – CSIS, https://www.csis.org/analysis/russian-blood-and-treasure-ballooning-costs-putins-war
12. Full article: Risk acceptance and offensive war: The case of Russia under the Putin regime, https://www.tandfonline.com/doi/full/10.1080/13523260.2023.2164974
13. Issues in Assessing Psychological Characteristics at a Distance: An Introduction to the Symposium – ResearchGate, https://www.researchgate.net/publication/229783410_Issues_in_Assessing_Psychological_Characteristics_at_a_Distance_An_Introduction_to_the_Symposium
14. Russian Offensive Campaign Assessment, August 22, 2026 | ISW, https://understandingwar.org/research/russia-ukraine/russian-offensive-campaign-assessment-august-22-2026/
15. Most Russians Favor Escalation in Ukraine Over Concessions If No Peace Deal, https://www.russiamatters.org/blog/most-russians-favor-escalation-ukraine-over-concessions-if-no-peace-deal
16. Support for war in Ukraine drops to all-time low in Russia, poll finds – TVP World, https://tvpworld.com/88837260/support-for-war-in-ukraine-drops-to-all-time-low-in-russia-poll-finds
17. How War Is Reordering Russia’s Elite – Eagle Intelligence Reports, https://eagleintelreports.com/war-reordering-russia-elite/
18. Russia’s Gray Man Makes His Move – CEPA, https://cepa.org/article/russias-gray-man-makes-his-move/
19. Economic constraints of the Russian war machine – New Eurasian Strategies Centre, https://nestcentre.org/economic-constraints-of-the-russian-war-machine/
20. In Moscow’s Shadows | Analysis and Assessment of Russian Crime and Security | Page 5, https://inmoscowsshadows.wordpress.com/page/5/
21. Putin has run out of moves – The Kyiv Independent, https://kyivindependent.com/putin-has-run-out-of-moves/
22. Russian Offensive Campaign Assessment, July 17, 2026 | ISW, https://understandingwar.org/research/russia-ukraine/russian-offensive-campaign-assessment-july-17-2026/
23. The illusion of normalisation: Tensions in the Kremlin have eased, but anxiety remains, https://nestcentre.org/the-illusion-of-normalisation-tensions-in-the-kremlin-have-eased-but-anxiety-remains/
24. How Sanctions Have Reshaped Russia’s Future – CSIS, https://www.csis.org/analysis/how-sanctions-have-reshaped-russias-future
25. Russia Analytical Report, Jan. 13-21, 2025, https://www.russiamatters.org/news/russia-analytical-report/russia-analytical-report-jan-13-21-2025
26. A Tale of Two Strategic Attacks: The Race to End the War in Ukraine – CSIS, https://www.csis.org/analysis/tale-two-strategic-attacks-race-end-war-ukraine
27. What Happens if Congress Codifies Russia Sanctions? – CSIS, https://www.csis.org/analysis/what-happens-if-congress-codifies-russia-sanctions
28. To Hit Russia Hard and Support Ukraine, Capture the Oil Discount – CSIS, https://www.csis.org/analysis/hit-russia-hard-and-support-ukraine-capture-oil-discount
29. What the Bella-1 Teaches Us About Targeting Shadow Fleets – CSIS, https://www.csis.org/analysis/what-bella-1-teaches-us-about-targeting-shadow-fleets
30. Open Source Intelligence (OSINT) and the fog of war at the strategic level: Defence industrial production in Russia | European Journal of International Security | Cambridge Core, https://www.cambridge.org/core/journals/european-journal-of-international-security/article/open-source-intelligence-osint-and-the-fog-of-war-at-the-strategic-level-defence-industrial-production-in-russia/C732FF8D8AE9956A4920BA6DC2451F20
31. Russian Military Reconstitution: 2030 Pathways and Prospects, https://seawaves.com/wp-content/uploads/2024/09/Massicot-Reconstitution-final.pdf
32. Russia Analytical Report, Jan. 12–20, 2026, https://www.russiamatters.org/news/russia-analytical-report/russia-analytical-report-jan-12-20-2026
33. Russia Analytical Report, June 22–29, 2026, https://www.russiamatters.org/news/russia-analytical-report/russia-analytical-report-june-22-29-2026
34. Chapter 16 Assessing Russian Statecraft and U.S. Policy Considerations, https://www.marshallcenter.org/en/media/4778/download