Battlefield
Diplomacy
The Global Impact
of the Ukraine War
Lecture and seminar schedule
Academic lectures and applied workshops using GeNIe 5.0

Lecture and seminar schedule

20 April


Introduction

  • Conceptual framework: War as negotiation
  • The erosion of the post–Cold War order
  • Escalation management and strategic signaling
  • Course methodology and modeling introduction
Expose

28 April


Ukraine

  • The Return of War
  • Crisis of the International System
  • A New Logic of Conflict
Expose ->

29 April


Russia

  • Russian Cinema and Ukraine in the Era of Putin 2
Expose ->

4 May


Russia

  • The economic impact of the war in Iran
  • Why it is hardly appropriate to speak of a «global crisis»
Expose ->

6 May


UKRAINE

  • State
  • Corruption
  • New Social Contract
Expose ->

11 May


GeNIe 5.0

  • Bayesian Reasoning
  • Political Forecasting
Expose

20 May


GeNIe 5.0

  • Structured forecasting methods
  • Probability mapping
Expose

21 May


GeNIe 5.0

  • Overview of Bayesian networks
  • Qualitative (QGI) vs. quantitative (GeNIe) models
  • Dynamic Bayesian networks
Expose ->

27 may


Middle East

  • Lessons Beijing draws from Ukraine
  • Gradualism vs. rapid escalation
  • Military pressure and diplomatic signaling
  • Indo-Pacific strategic recalibration
Expose

1 June


Europe I

  • Adaptation To the New political strategic environment
  • Domestic political constraints
Expose

8 June


Europe

  • Economic Realignment
  • Sanctions
Expose

11 June


Iran

  • Strategic opportunism under global distraction
  • Proxy networks and regional recalibration
  • Sanctions and resilience strategies
Expose

16 June


China

  • Lessons Beijing draws from Ukraine
  • Gradualism vs. rapid escalation
  • Military pressure and diplomatic signaling
  • Indo-Pacific strategic recalibration
Expose

17 June


GeNIe 5.0

  • Presentation
  • Strategic Simulation
Expose

7 July


Diploma Award Ceremony

The lecture description will be available shortly.

Dr. Marc P. Berenson.

Ukraine in the Diplomacy of War: State, Corruption, and a New Social Contract
The class lecture highlights Ukraine’s twin main post-1991 tasks as countering the proliferation of corruption and keeping Russia out of its democracy so that the country can thrive economically, politically, and socially.

The lecture will begin by exploring why Ukraine underwent a very difficult transition to democracy and the market economy in the 1990s, explaining the proliferation of corruption and poor governance from the 1990s up to Russia’s full-scale invasion as well as exploring how the country began to address these issues following the 2004-05 Orange Revolution and the 2013-14 Euromaidan Revolution (also known as the Revolution of Dignity).

The lecture then draws upon my Ukraine Taxpayer Compliance Attitudinal Surveys, undertaken with Kyiv’s Razumkov Centre from 2005-2025, to probe the impact of the Russian invasion of February 2022 on citizen trust in the state generally and specifically within the policy areas of tax collection and mobilisation in defence of the country.

Comparing the post-February 2022 survey findings to pre-2022 survey findings on identical questions strongly suggests that a new, healthier social contract is currently being built between the Ukrainian state and society, which has the potential to lead to better post-war governance and reduced corruption if and when the Russian invaders are forced out.

Dr. Vladislav Inozemtsev

The Causes of the «Global Crisis» and Its Impact on Russia
I would not argue that we are now confronted with something close to a « global crisis ». Rather, it would be more accurate to say that the U.S. has fundamentally altered its assessment of its own capabilities and its scope of action; the White House now considers itself entitled to do whatever it wishes, if it feels it cannot be stopped by sheer force. Yes, this constitutes a strikingly new reality; however, the greater part of the world remains uninvolved in ongoing war (and will not become its part in the future), so it is hardly appropriate to speak of a « global crisis ».

Russia may be called a clear beneficiary of the current events for two reasons.

On the one hand, through its actions, the U.S. is effectively legitimizing the war in Ukraine, as it validates the possibility of discarding all established rules (as early as 2014, the Kremlin argued that either a «new world order» is established on its own terms, or the «game without rules» will dominate). That latter scenario has now commenced—an environment that Putin views both favourable for himself, and ruinous for Europe. Consequently, Moscow is satisfied with the unfolding situation; the extermination of the leadership of a friendly nation is regarded as a mere trifle.

On the other hand, Russia benefits from shifts in the oil market—where prices have surged—as well as from the lifting of sanctions, enabling it to export resources more effectively. Should this price level persist for another three to four months, the Russian budget will be executed in accordance with the parameters approved in 2025 (precisely as I had projected in my 2026 forecast, published last December). The economic impact of the war in Iran on Russia is expected to be both enduring and positive; even after the conflict concludes, sanctions are quite unlikely to be reinstated, while demand for Russian oil may remain at elevated level for months.

At the same time, however, one must also consider another serious consequence of this war. U.S. strikes against Iran have intensified Putin’s phobias (and those who believe that internet restrictions in Russia and the tightening of police control are direct consequences of these events are correct). Consequently, the easing of the budgetary constraints will most likely fuel increased war efforts and expansion of the special services—a course of action that, in the long run, risks precipitating a deeper economic crisis and fuel public discontent. Thus, despite obvious short-term benefits for Russia, the war in the Persian Gulf carries numerous potentially negative consequences, the full scale of which remains difficult to assess.

Kostiantyn Bondarenko

War as the New Normal in the Post-Helsinki International Order
This lecture examines the return of war as a tool of global politics and its gradual normalization within international relations. It explores why, after a relatively stable period shaped by the principles of the Helsinki system, the world has once again entered an era marked by an increasing number of conflicts of varying scale and intensity.

Particular attention will be given to the root causes behind this wave of modern wars, including shifts in the balance of power, the crisis of international institutions, growing competition among states, and changing approaches to security and sovereignty. The lecture will also analyze the nature of international relations in recent decades, focusing on the erosion of established norms and rules, the declining effectiveness of diplomacy, and rising mistrust among key global actors.

Additionally, the lecture will address the consequences of the collapse of the Helsinki system and explain why accumulated tensions are increasingly difficult to resolve through peaceful means. It will conclude with a discussion of possible future scenarios for the international system and the role of conflict in shaping a new global order.

Dr. Stephen M. Norris.

A Movie-Made War: Russian Cinema and Ukraine in the Era of Putin 2
This lecture will focus on Russian cultural policies and film propaganda after Vladimir Putin returned to the presidency in 2012. Putin’s appointment of Vladimir Medinsky as Minister of Culture that year brought the ministry and its policies into line with Putinist politics, effectively making it a Ministry of Propaganda.

Medinsky’s “Fundamentals of State Cultural Policy,” issued in 2013, set the tone for the next decade: in it, the Minister of Culture promoted a singular worldview of “Russian values” that would “bind the nation.”

Movies would play a prominent role in this cultural policy: as the journalist Mikhail Zygar has written, Medinsky’s tenure as Minister of Culture was one where “His entire cultural policy can be described as the propaganda of war and violence.”

My talk will focus on a handful of blockbusters made before Russia’s full-scale invasion of Ukraine that rewrote the history of World War II by slotting its narratives into contemporary Putinist political stances. The 2022 invasion, as I will argue, was in many ways a movie-made war.

Dr. Marek J. Drudzel

BayesFusion Introduction. GeNie 5.0 Workshop
Lecture on Bayesian networks, focusing on dynamic and qualitative models, and how QGI interfaces with GeNIe to build fast, probabilistic models. Demonstrates practical modeling steps, inference, and visualization, with examples (rain/crop, airplane profits, stock market discussion), plus guidance on model building, parameters, and common mistakes.

  • Overview of Bayesian networks and independence representations
  • Qualitative (QGI) vs. quantitative (GeNIe) models and export workflow
  • Dynamic Bayesian networks and temporal plate construction
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