Fired by AI, Rehired by Reality: What Does That Mean for the Rest of Us?
Publications
15 Jul 2026

Fired by AI, Rehired by Reality: What Does That Mean for the Rest of Us?

Since mid-2025, a growing number of organizations that aggressively automated human work with artificial intelligence have begun reassessing those decisions. High-profile cases, including Ford Motor Company, Commonwealth Bank of Australia (CBA), IBM, and Klarna, demonstrate a common pattern: AI systems proved highly effective at handling routine, high-volume work but struggled with tasks requiring contextual judgment, tacit expertise, ethical reasoning, and complex customer interaction. Rather than abandoning AI, these organizations have reintroduced or redesigned human roles to complement automated systems.   This paper argues that these developments should not be interpreted as evidence that AI has failed, nor that widespread automation is reversing. Aggregate labor market data points in the opposite direction: AI continues to drive significant workforce reductions across many industries. Instead, the evidence suggests that many early adopters overestimated the extent to which entire jobs, not individual tasks, could be safely automated. The result has been a period of organizational recalibration in which firms are redefining the boundary between machine efficiency and human judgment.   Drawing on these company case studies together with a broader empirical base spanning Orgvue, Forrester, Robert Half, Careerminds, Gartner, and McKinsey, this paper develops a framework of task-conditional complementarity. Under this framework, AI increasingly performs standardized, repetitive, and predictable components of work, while humans concentrate on specialized oversight, exception handling, and continuous system optimization.   The paper also examines important boundary conditions. Not every organization has experienced this recalibration. Firms such as Amazon, Salesforce, and Shopify have not publicly demonstrated comparable reversals, suggesting that industry characteristics, workflow design, organizational maturity, and the pace of AI adoption may all influence automation outcomes. Similarly, Duolingo and JPMorgan illustrate alternative organizational responses, including policy correction and internal redeployment, that differ from direct rehiring.   The central conclusion is that the future of work is unlikely to be defined by either wholesale human replacement or resistance to AI adoption. Instead, competitive advantage will increasingly depend on accurately distinguishing which tasks can be automated, which require sustained human expertise, and how organizations redesign work to combine both effectively. The firms most likely to succeed will be those that treat AI implementation as an exercise in organizational redesign rather than simply a strategy for reducing headcount.
Shadow Leverage Issue 1: Why the Strait of Hormuz Has Become the Decisive Negotiating Card
Publications
1 Jul 2026

Shadow Leverage Issue 1: Why the Strait of Hormuz Has Become the Decisive Negotiating Card

The Strait of Hormuz is no longer merely a disputed maritime passage, nor simply a recurring flashpoint between Iran and the United States. It has instead evolved into a central arena for testing the meaning of sovereignty in the region. While Washington continues to regard the strait as an international waterway governed by the principle of freedom of navigation, Iran’s Islamic Revolutionary Guard Corps treats it as a sovereign zone under its direct administration, subject to military rules imposed through effective ground control. Accordingly, the core of the crisis no longer centres on the question, "Is the strait open or closed?" Rather, the more consequential question has become: what is the future of the strait in light of the ongoing negotiations?   Recent developments, particularly following the Islamic Revolutionary Guard Corps’s threat to close the Strait of Hormuz in response to what it described as violations of the terms of the memorandum of understanding, especially about the Lebanese file just days after the memorandum was signed, reveal that the issue has not been resolved but has instead grown more complex. The memorandum treated the strait as a technical issue that could be managed through arrangements governing passage and transit to prevent friction. The Islamic Revolutionary Guard Corps, by contrast, approached it as a symbol of sovereignty, power, and the right to set the rules. This divergence rendered the understanding itself incapable of resolving the underlying dispute, because the disagreement between the two sides lies not in procedural details, but in who holds the authority to determine those procedures in the first place.   Although the United States and Iran agreed to reopen the Strait of Hormuz immediately after signing the preliminary agreement, this does not necessarily mean that maritime traffic will return to pre-war levels. Implementing this provision presents complex challenges related to the mechanism for reactivating the shipping corridor, the arrangements required to resume vessel traffic, and the restrictions that may persist during the sixty days allocated to negotiate the final agreement. These challenges are further compounded by the dispute over which party will assume responsibility for regulating and managing maritime traffic through the strait. Taken together, these obstacles suggest that reopening the strait may prove one of the most complex aspects of the agreement, particularly given the ongoing divergence between the American and Iranian visions for the future control of this strategic waterway.   The crisis surrounding the Strait of Hormuz, therefore, cannot be understood merely as a dispute over borders or the passage of ships; it is fundamentally a crisis of authority: the authority to set the rules, to impose exceptions, and to exercise the final say in determining whether this waterway remains open, closed, or conditionally accessible. For this reason, the question of the strait should no longer be viewed as a secondary file within the broader Iran–United States conflict. Rather, it should be recognised as one of the most consequential issues shaping and redefining the very concept of sovereignty, both within Iran itself and in the evolving structure of relations between regional and international powers.
Europe 2040: Today, Tomorrow, and the Day After
Publications
29 Jun 2026

Europe 2040: Today, Tomorrow, and the Day After

Europe in 2026 stands at an inflection point. The convergence of six structural crises — economic divergence, technological dependence, strategic vulnerability, institutional paralysis, demographic decline, and energy insecurity — means that the trajectory of the continent over the next fifteen years is genuinely uncertain. There is no default path. The future will be made by a series of choices, shocks, and compounding interactions that no single actor fully controls.   Yet uncertainty should not be understood as decline. Rather, it reflects the fact that Europe is entering a period in which multiple futures remain possible. The decisions taken today by governments, institutions, businesses, and societies will determine whether Europe emerges stronger, more fragmented, more autonomous, or increasingly dependent on external powers. In many ways, Europe is being asked to redefine itself at a time when the rules that shaped the post-Cold War era are rapidly being rewritten. This study adopts a scenario-led approach to explore how Europe may evolve by 2040. Instead of attempting to decide on a single future, it examines several plausible pathways that could emerge from the interaction of political, economic, technological, demographic, and geopolitical forces. The scenarios presented in the first chapter are not forecasts; they are tools designed to challenge assumptions, identify risks, and illuminate opportunities.   Building upon these scenarios, the subsequent chapters examine the key drivers that are expected to shape Europe's future, including economic competitiveness, technological sovereignty, energy security, demographic transformations, geopolitical shifts, defence and strategic autonomy, and the evolution of Europe's role in an increasingly multipolar international system. Together, these chapters seek to answer a broader question: not simply what Europe's future will look like, but what kind of Europe will emerge from the choices being made today.   Ultimately, this study is built around a simple premise: Europe's future is not predetermined. It will be negotiated, contested, and continuously reshaped by events both within and beyond its borders. The continent's greatest challenge over the coming years may therefore be learning how to navigate uncertainty itself.
The Illusion Economy: Who Really Wins from Online Gambling?
Publications
4 Jun 2026

The Illusion Economy: Who Really Wins from Online Gambling?

The online gambling industry has evolved from a niche entertainment sector into a global digital ecosystem valued at more than $120 billion, emerging as a critical structural vulnerability within the global financial system. Organised crime syndicates and state-backed hostile actors exploit this ecosystem for money laundering, terrorist financing, and sanctions evasion. The enormous volume of transactions processed through digital casinos, online sports betting platforms, and prediction markets provides an ideal layer of financial opacity.   State-sponsored cyber groups, particularly those linked to North Korea and China, also leverage the sector to generate strategic revenue used to finance sanctioned weapons programmes and collect intelligence through the compromise of sensitive databases containing millions of personal, financial, and biometric records.   Globally, regulatory frameworks governing online gambling remain highly fragmented. Europe has adopted stringent licensing and compliance regimes, while many countries across the Middle East maintain outright prohibitions. This divergence has created regulatory grey zones exploited by offshore operators registered in tax havens such as Malta, Curaçao, and Gibraltar to target restricted markets.   Meanwhile, the Asia-Pacific region faces acute security challenges as transnational organised crime groups control extensive networks of virtual casinos and shadow-banking channels that move billions of dollars through cryptocurrency-based transactions. These parallel financial infrastructures operate across multiple jurisdictions, complicating enforcement efforts and creating new pathways for illicit capital movement.   The implications of this sector extend well beyond financial crime. Online gambling has generated serious social risks, including rising rates of personal bankruptcy and gambling addiction, particularly among minors exposed to gambling-like mechanisms embedded in loot boxes and esports ecosystems. Furthermore, the outflow of foreign currency through offshore gambling platforms contributes to macroeconomic instability in emerging economies while expanding the informal economy, which is estimated to account for between 11% and 20% of global GDP.
The Arabness of Hormuz Strait: The Name, the Land, and the People
Publications
4 Jun 2026

The Arabness of Hormuz Strait: The Name, the Land, and the People

The Strait of Hormuz is, in the modern imagination, an energy chokepoint through which roughly a fifth of global petroleum and a comparable share of liquefied natural gas transit. Yet this narrow waterway carries a far older and more contested significance, one bearing directly on questions of identity, sovereignty, and historical legitimacy in the Arabian Gulf.1 This study addresses three questions and resolves each on the basis of the documentary and archaeological record.   First, it traces the origin of the name “Hormuz”, surveying the principal etymological theories, subjecting each to critical scrutiny, and arriving at a reasoned synthesis. Second, it reconstructs the history of the Arab population on both shores of the Strait, marshalling demographic and documentary evidence to show that the enduring human substrate of the region was Arab throughout recorded history, while Persian authority was characteristically a governing superstructure rather than a settled population. Third, it situates the Battle of Chains and the defeat of the Sasanian commander Hormuz in its correct chronological place within that continuum and corrects the popular but mistaken belief that the Strait was named after him.   The central finding is that the Strait of Hormuz, far from being a frontier dividing an Arab world from a Persian one, functioned for five millennia as a connective maritime highway whose permanent population was overwhelmingly Arab in character, even during the long intervals in which a Persian imperial umbrella claimed nominal sovereignty over its northern littoral.
Hantavirus: Contained Threat or Emerging Pandemic?
Publications
15 May 2026

Hantavirus: Contained Threat or Emerging Pandemic?

On May 2, 2026, a cruise ship in the Atlantic Ocean reported the outbreak of Andes virus, a type of Hantavirus that already existed in the Americas and Europe. Casualties, symptoms, and the spread of the virus renewed global attention surrounding it while bringing back the memories of the initial outbreak of COVID-19.   Since then, it has been linked to how COVID-19 is transmitted between humans, leading to the spread of the pandemic. However, evidence suggests human-to-human transmission is different in both cases; the SARS-CoV-2 virus was transmitted to an average of two or more people within populations that had not previously been exposed. As for the Andes virus, the transmission on the ship happened under very specific conditions of human-to human interaction: the presence of symptomatic individuals in crowded, poorly ventilated spaces with direct and continuous contact. Some experts from the World Health Organisation (WHO) note that the current Hantavirus outbreak on the cruise ship doesn’t qualify as the next “COVID-19” pandemic. Although it signals risks for affected people, it replicates slowly, spreads mainly through close contact, and appears to be most effective when symptoms appear. Nevertheless, other experts warn about the implications of the outbreak of the virus, citing its fatal symptoms and its shift in its traditional method of transmission. This raises a crucial question about whether Hantavirus can realistically become a pandemic.   This paper examines the potential for Hantavirus to evolve into a global pandemic threat by assessing its biological characteristics, transmission patterns, mortality rates, as well as its current global situation, including geographic distribution. It also assesses whether Hantavirus meets the established criteria for a pandemic, including sustained human-to human transmission, international spread potential, asymptomatic transmission, urban transmission, and containment challenges. In addition, the paper explores potential future trajectories for Hantavirus outbreaks by analysing scenarios ranging from continued local outbreaks to expanded regional transmission, as well as the low-probability but potentially high-impact pandemic driven by mutations. The report also addresses policy implications, early warning indicators, and lessons learned from the COVID-19 pandemic to assess gaps in preparedness and response capacity.   Methodologically, this paper adopts both qualitative and quantitative approaches that rely primarily on primary data/numbers and secondary sources. It draws on reports and data from international health organizations, such as the WHO, statistical facts, along with peer-reviewed academic literature, epidemiological studies, and expert analyses. The study also employs a comparative analysis of Hantavirus and COVID-19 to identify similarities and differences in defined indicators, such as transmissibility, mortality rates, and pandemic capability. Furthermore, the paper utilises scenario-building and risk assessment methods to evaluate potential future outbreak trajectories and preparedness indicators as well as challenges.
War and Politics Dynamics: How the Israel–Iran War Is Reshaping the 2026 Knesset Elections
Publications
20 Apr 2026

War and Politics Dynamics: How the Israel–Iran War Is Reshaping the 2026 Knesset Elections

The Israeli political system has undergone profound structural shifts following the launch of Operation Roaring Lion between Israel and Iran in late February 2026. This conflict marks a transition from traditional deterrence policies and proxy warfare to a doctrine of comprehensive confrontation and pre-emptive strikes targeting nuclear and military infrastructure deep inside Iran. These military developments have coincided with the approaching constitutional deadline for the twenty-sixth Knesset elections, due no later than October 2026, amid a politically fragile environment for Prime Minister Benjamin Netanyahu and his governing coalition. The confrontation has unfolded at a time when the executive leadership is experiencing a decline in political support, shaped by the continuing repercussions of intelligence and security failures linked to the events of 7 October 2023.   These challenges are compounded by declining domestic economic indicators, sharp societal divisions over legislation mandating military conscription for ultra-Orthodox Jews, and the ongoing trajectory of judicial proceedings. In this context, analytical evidence suggests that the executive leadership is seeking to leverage the state of national emergency to consolidate cohesion within its right-wing electoral base and to affirm the centrality of the current leadership in managing security threats within a complex parliamentary system. The intersection of protracted military conflicts with democratic electoral cycles imposes complex structural pressures on voting behaviour and the prospects of incumbent leadership. The demands of national mobilisation increasingly intersect with deeply rooted crises of institutional trust in the public consciousness. This analysis examines electoral calculations before and after the outbreak of the confrontation, reviews historical precedents in which extended wars have shaped successive Israeli governments, and analyses the strategic and personal drivers of decision-making, culminating in an assessment of potential trajectories for the reconfiguration of the electoral landscape ahead of the 2026 vote.
Defense Density in Modern Air Warfare: What European NATO Can Learn from the Gulf
Publications
17 Mar 2026

Defense Density in Modern Air Warfare: What European NATO Can Learn from the Gulf

The U.S.-Israel-Iran war and Recent events that followed in Gulf countries have provided one of the clearest real-world demonstrations of modern air and missile defence under sustained pressure. Modern air warfare is increasingly defined by the ability of states to withstand large-scale saturation attacks involving drones, cruise missiles, and ballistic missiles. The proliferation of relatively inexpensive unmanned systems and precision-guided weapons has altered the balance between offensive and defensive capabilities, allowing even modest actors to launch high volumes of aerial threats. In this environment, the success of air and missile defence no longer depends solely on technological sophistication but also on defence density, the concentration of defensive systems relative to territory and population. Dense, layered air-defence networks provide multiple interception opportunities and reduce the likelihood that incoming salvos can overwhelm defensive systems. As recent conflicts have demonstrated, resilience against saturation attacks increasingly depends on whether states can deploy sufficient numbers of interceptors, overlapping defensive layers, and integrated detection networks.
Deterrence Gap: Will the Eastern Shield Secure Tehran’s Airspace in the Next Confrontation?
Publications
2 Mar 2026

Deterrence Gap: Will the Eastern Shield Secure Tehran’s Airspace in the Next Confrontation?

The military operations that unfolded over twelve days in June 2025 between Iran and Israel marked a sharp breakpoint in the trajectory of regional military balance. The confrontation resulted in a substantial erosion of Tehran’s military infrastructure and inflicted significant material losses. The depth of this operational failure was most evident in the near-total collapse of Iran’s integrated air-defence system, with confirmed intelligence assessments indicating that Israel succeeded in neutralising more than 80 surface-to-air missile batteries and destroying over 120 launch platforms. This effectively stripped Iranian airspace of its protective shield and imposed a state of absolute Israeli air superiority.   Amid this collapse, Tehran effectively lost its entire arsenal of the Russian-made S-300PMU2 (“S-300 PMU-2”) systems, which it had acquired in 2016 after protracted negotiations and at considerable financial cost. These systems were systematically destroyed between 2024 and 2025. Iran’s domestic air-defence industries, represented by the Bavar-373 and Khordad-15 systems, also demonstrated clear operational inadequacy when tested in a real combat environment.   This exposed a wide technological gap between Israel’s offensive capabilities and Iran’s defensive assets. The Iranian air-defence network failed to record the downing of a single manned Israeli fighter jet, and Iran’s ageing air force, reliant on pre-revolution legacy aircraft such as the F-14 Tomcat, the Phantom, and the Tiger, supplemented by 1990s-era MiG-29s, stood incapable of competing or deterring effectively.   This total inability to contest the battlespace not only underscored tactical failure but delivered a decisive blow to the strategic assumptions underpinning Iran’s defence doctrine for decades, particularly its reliance on “asymmetric missile deterrence” and hybrid layered-defence networks.   Confronted with a reality in which its missile capabilities were neutralised and its aerial shield dismantled, the Iranian leadership was compelled to adopt a “post-war reset” strategy, launching an urgent acquisition campaign aimed at closing the technological gap by turning eastward towards Russia and China to rebuild its lost deterrence.   The fundamental question that will shape the next phase in the Middle East remains: Can this “hybrid deterrence”, comprising domestic missiles alongside imported, only partially integrated weapon systems, endure against an adversary that has already demonstrated both the willingness and the capability to deliver devastating strikes deep inside Iran?
The Cost of Closing Borders: Why Restricting Migration Could Backfire
Publications
29 Dec 2025

The Cost of Closing Borders: Why Restricting Migration Could Backfire

Recently, U.S. President Donald Trump issued sharp criticism of Europe, and while migration policies were not his only focus, his remarks on the topic were particularly striking. His criticism came shortly after he announced a policy to “permanently pause migration from what he called ‘third world countries’” following a National Guard shooting in Washington, highlighting his framing of migration as both a domestic security and international issue. The latest U.S. National Security Strategy under the Trump administration closely links European security to its migration policies, warning of what it describes as "civilisational erasure" from uncontrolled immigration and EU policies, and calling on Europe to enforce stricter border controls, support "patriotic" parties, and become more self-reliant. This approach is widely seen as critical of mainstream European leadership and supportive of far-right movements.   At the same time, far-right sentiment is gaining traction across Europe, visible in the electoral successes of parties such as France's National Rally, Italy's Lega, and Germany's Alternative for Germany. While public discourse often frames migration as a threat to security and civilisation, Western countries overlook a crucial point, which is that migration can be a dividend, contributing to economic growth. With populations ageing faster than the global average and shortages of labour in highly skilled professions, the West is increasingly dependent on migrants. The question is what might happen if far-right agendas succeed in curbing migration, and whether Western economies and security could sustain themselves without it.
Narrowing Pathways: What Choices Remain as Tehran Enters ‘Water Bankruptcy’?
Publications
11 Dec 2025

Narrowing Pathways: What Choices Remain as Tehran Enters ‘Water Bankruptcy’?

The escalating water crisis in the Iranian capital, Tehran, portends profound strategic repercussions that strike at the heart of national security and internal stability. Field indicators and updated international data up to 2025 point to the city reaching a stage of “absolute water stress.” This reality is manifested in the sharp and unprecedented decline in surface and groundwater reserves, as an inevitable result of the combination of long-term drought waves with decades of structural mismanagement and excessive depletion of resources, which has led to a decrease in the levels of strategic reservoirs to critical levels that directly threaten the continuity of drinking water supplies for millions of residents. The official warnings, hinting at the possibility of the capital drying up within weeks unless emergency measures are taken, are acquiring serious demographic and social dimensions. The danger transcends mere water scarcity, raising grave concerns about widespread social unrest, the need to adopt drastic policies such as forced displacement, or even the serious discussion of relocating the capital. Therefore, a comprehensive reform of water resource management policies, the strengthening of dilapidated infrastructure, and the adoption of sustainable solutions are imperative to contain the crisis and avert the looming scenarios of economic and security collapse.
De-dollariaztion: What It Means for the US Economy
Publications
25 Nov 2025

De-dollariaztion: What It Means for the US Economy

The United States dollar (USD) prominence as the main global reserve currency can be attributed to the Bretton Woods Agreement of 1944, which created a new international monetary order and directly linked major world currencies to the USD, which was itself pegged to gold at $35 per ounce. The USD quickly emerged as the primary medium of exchange for most commodity trades and international financial transactions as a result of this agreement, which concentrated trust and liquidity around the currency. In 1971, the Nixon Shock occurred when the United States (U.S.) ended direct USD–gold convertibility, weakening the USD. However, the scope and depth of U.S. financial markets and the petrodollar system - which mandated that oil exports be invoiced and paid in USD- made it incontrovertible, giving the U.S. “the exorbitant privilege”, as economist Valéry Giscard d’Estaing described it, of having substantial control over global monetary policy while financing trade and budget deficits.   It’s crucial to weigh this against factors that continue to uphold the USD’s hegemony though. The unmatched stability liquidity and depth of U.S. financial markets continue to attract global investors worldwide, preserving the USD’s position as the favored reserve asset. Since international trade, finance, and investment infrastructures are still heavily USD-centric, it is also challenging for alternative currencies to quickly replace the USD due to the vast global network effect that has been developed over decades. Moreover, the USD’s status as a “safe-haven” asset persists, particularly during periods of global uncertainty, sustaining demand.   Yet, this hegemonic status is now challenged structurally in ways increasingly understood as de-dollarization- that is, the deliberate reduction of the share of the USD in global trade invoicing, reserve holdings, and payment systems. Debates on the durability of U.S. monetary leadership have been ongoing for decades, but a number of forces have turned de-dollarization from an abstract concept into a global trend since the Global Financial Crisis of 2008. That crisis exposed systemic vulnerabilities within USD-dependent financial networks, underscoring how U.S. monetary policy and financial shocks can transmit worldwide in destabilizing ways—especially across Emerging Markets and Developing Economies (EMDEs).   This postwar order is increasingly under structural pressure from geopolitical fragmentation, rising U.S. debt, sanctions overreach, and the emergence of alternative payment systems. These pressures could lead to two different scenarios for the U.S. economy in a post-dollar world: a sudden collapse due to financial instability and inflation, or a gradual decline with persistently higher borrowing costs and the steady erosion of fiscal and geopolitical leverage. The latter is more likely but still represents a structural shift that redefines the balance of global economic power.