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Hybrid Warfare: A Collection Of Scenarios, Adrian Borbély

DRI Press

Hybrid Warfare is nothing new but it has increasingly made the news - even if most of it remains beyond our awareness. Hybrid Warfare gathers all methods through which countries wage war against each other beyond traditional military, diplomatic and economic battlefields (cyber attacks, disinformation, transnational organized crime, appropriation of natural resources, lawfare, corruption, etc.). Such below-the-surface foreign aggressions are not limited to localized regions where armed forces shoot at each other trying to take each other’s positions. In hybrid warfare, society as a whole is the battlefield. In other words, hybrid warfare is not the concern of a few, …

Restoring The Organization For The Security And Cooperation In Europe’S Role In Human Rights And Security After Russian Invasion, Roman Nekoliak

Human Rights Brief

This Article diagnoses a systemic erosion of rights-based multilateralism driven by geopolitical realignment, reduced leadership by traditional human rights defenders, the rise of authoritarian coalitions, and the growth of transactional and securitized diplomacy. This Article argues that revitalizing the Organization for the Security and Co-operation in Europe (OSCE) around a rights-centered, cross-dimensional concept of security is essential to restoring both regional stability and the credibility of international human rights commitments. It places the war in Ukraine within broader patterns of democratic backsliding, institutional paralysis, and the rise of authoritarian governance, demonstrating how domestic repression and interstate aggression mutually reinforce one …

Reparations Delayed, Not Denied: The Inter-American System Confronts Chile’S Dictatorship-Era Violations, Maggie Titus

Human Rights Brief

On September 24, 2025, the Inter-American Commission on Human Rights (IACHR) submitted Gustavo Guillermo Ramírez Calderón v. Chile to the Inter-American Court of Human Rights (IACtHR), seeking reparations and justice for victims of forced disappearances during Chile’s military dictatorship. According to the application, Chile has failed to fully comply with the IACtHR’s recommendations from Merits Report No. 154/23.

Stability And Accountability In Nagorno-Karabakh And The Armenia-Azerbaijan Conflict, Callum Heath

Human Rights Brief

I. Introduction

On August 8, 2025, President Ilham Aliyev of Azerbaijan and Prime Minister Nikol Pashinyan of Armenia were hosted at the White House by U.S. President Donald Trump to announce the Agreement on Establishment of Peace and Inter-State Relations (the Agreement) in a Joint Declaration. The Agreement sets out to end the decades-long conflict between Azerbaijan and Armenia over the Armenian ethnic enclave of Nagorno-Karabakh within Azerbaijan, and the Azerbaijani exclave of Nakhchivan, which is separated from the rest of Azerbaijan by Armenia. While the White House hails the Agreement as a “historic peace deal,” the reality is more …

When Words Flow Like Water: How The Enbridge Line 3 Pipeline Environmental Impact Statement Failed To Prevent Hydrogeologic Harm In Minnesota, Carly Gutzmann

Journal of Earth and Life Science

For the aquifers of Minnesota, the environmental impact statement (EIS) was a promise of protection that never left the page. An environmental impact statement is meant to be an aid in the decision making process in order to ensure that projects consider potential environmental harms that may occur. However, they are often used instead as another regulatory box to check, rather than as active considerations when planning. As such, a project plan can be flawed from the start—if project developers only consider environmental impacts after they have already put considerable time, effort, and funding into their project as-is, they may …

Digital Redlining In The Smart City: Artificial Intelligence, Housing Law, And Structural Urban Inequality, Spurthi Nrusimhadevara

Undergraduate Scholarship and Creative Works

Artificial intelligence is increasingly used in urban housing systems, where it shapes decisions about tenant screening, rent pricing, lending, zoning, and neighborhood investment. Although these tools are often promoted as efficient and impartial, they frequently rely on historical data that reflect racial, economic, and spatial inequality. As a result, AI systems can reproduce discriminatory outcomes even when protected characteristics are not directly used. This paper examines digital redlining in the smart city and argues that algorithmic housing tools mirror long standing structural inequities that raise significant concerns under fair housing and civil rights law. It evaluates how automated screening, predictive …

Legislative Debate-Attributed Suicidality Among Lgbtq+ Adults: The Buffering Effect Of Community Belongingness, Keith J. Watts, Shawndaya S. Thrasher, Laneshia R. Conner, Nicole Campbell, Louis G. Baser, Dekeitra Griffin, Sydney P. Howard, Missy Spears, Justin X. Moore

Counseling & Human Services Faculty Publications

Background: In recent years, the sociopolitical landscape in the United States has shifted due to an increase in state-level legislation regarding LGBTQ+ rights, a trend that has been particularly pronounced in the Commonwealth of Kentucky. While the mental health impacts of enacted laws are increasingly documented, a critical gap remains in understanding the psychological toll of the legislative debates themselves—the prolonged periods of public discourse surrounding the restriction of rights. Methods: Utilizing data from the 2025 Queer Kentucky Survey (N = 817), this exploratory study examined the association between LGBTQ+ community belongingness and acute suicidality attributed specifically to anti-LGBTQ+ legislative …

Computational Clinical Judgment: Predicting Risk With Large Language Models, Hannah Laqueur, Ryan W. Copus

Faculty Works

For seventy years, research has shown actuarial methods outperform clinical judgment. Yet actuarial approaches have limitations: they generally rely on structured data; cannot exploit rare case-specific details; have limited accuracy where outcome data are scarce or incomplete; and cannot offer case-level justifications. Large language models (LLMs) offer a different approach. Like actuarial methods, they aggregate information algorithmically, but like clinicians, they bring general knowledge and can provide case-level justifications. We prompted seven LLMs to assess rearrest risk from 113 parole hearing transcripts and compared their predictions to a machine learning model trained on 4,000 cases with 91 administrative variables. GPT-5 …

Enhancing Military Health System Organizational Efficiency And Quality Of Care Through A Social-Ecological Framework, Eric L. Peipelman

College of Graduate Studies: Theses & Dissertations

Timely and fair adjudication of incivility-related actions within the Department of Defense (DoD) and Military Health System (MHS) is increasingly crucial for maintaining accountability, mission readiness, and quality of care. Ongoing delays in resolving workplace complaints and inefficiencies in resource-heavy adjudications highlight the need to shift from reactive complaint handling toward proactive civility promotion and transparent decision-making. This Integrated Learning Experience (ILE) introduces the Peipelman Civility Discussion and Assessment Toolkit (PCDAT)—a comprehensive, evidence-based framework designed to improve civility, optimize resources, and enhance communication, even in the MHS. Based on the Social-Ecological Model (SEM) and adapted from the Workplace Power and …

Between ‘Technology Futures’: How Standards Are Transforming Digital Trade, Craig Atkinson

Centre for Digital Law

Digital trade relies on technical standards. As information technologies advance, international digital standards make the technologies used in trade – or ‘tradetech’ – more interoperable, scalable, and secure.

A wide range of tradetech use cases depend on digital standards, including those for document formats, electronic signatures, digital identity, and cybersecurity. They also encompass system specifications for cross-border payments, electronic transferable records (ETRs), transportation/logistics, trade facilitation, and financial compliance.

Most digital standards are voluntary and are produced by international Standards Development Organisations (SDOs) alongside a growing number of industry-led consortia.

Magang Atau Pekerja? Menggugat Status Abu-Abu Tenaga Paruh Waktu Mahasiswa Di Fakultas Hukum Ugm, Patricia Nerissa Krisna Putri, Markus Togar Wijaya

Jurnal Hukum & Pembangunan

This study highlights the controversy surrounding the change in nomenclature for student workers at Gadjah Mada University, particularly within the Faculty of Law. The status of these workers has shifted from 'part-time' to 'student intern'. This unilateral change has created a legal grey area that could lead to students being subjected to disguised employment practices. Using socio-legal research methods, this article examines the validity of the 'internship' status based on the elements of an employment relationship (work, orders and wages) within the labour law regime, analysing it using the theory of structural injustice. The research findings suggest that reclassifying part-time …

Stitched In Precarity: Labor Exploitation, Immigration Policy, And Resistance In The L.A Garment Industry, Reyna Guadalupe Silva Carrillo

Scripps Senior Theses

Los Angeles hosts one of the largest garment manufacturing industries in the U.S., built on the labor of undocumented immigrants who often work under exploitative and unsafe conditions. This paper explores how the intersection of broken labor laws and punitive immigration enforcement creates systemic vulnerability for these workers. Despite recent reforms—such as California’s SB 62, which bans piece-rate wages and holds brands accountable—enforcement remains weak, and wage theft continues to persist. State-level protections for undocumented immigrants clash with federal policies that prioritize detention and deportation, leaving workers in a state of constant precarity. While grassroots movements have secured important legislative …

Catching The Forgotten: Repairing The Safety Net For Cofa Migrants In The United States, Brian Aguilar

Lewis & Clark Law Review

Citizens of the Freely Associated States—the Republic of the Marshall Islands, the Federated States of Micronesia, and the Republic of Belau—are permitted to live and work in the United States without a visa under the Compacts of Free Association (COFA). Yet, for nearly three decades, COFA migrants were excluded from the federal public benefits safety net. This exclusion, a product of legislative oversight in the Personal Responsibility and Work Opportunity Reconciliation Act of 1996, devastated communities like the Marshallese in Springdale, Arkansas, who endured dangerous working conditions, poverty, and severe health vulnerabilities without access to critical federal benefits programs. While …

Taking Off The “Blindfold”: Exploring Montana’S Public Trust Doctrine And The Right To A Clean And Healthful Environment After Held V. Montana, Lizzy Gazeley

Lewis & Clark Law Review

As global average temperatures continue to rise, the threat of climate change looms closer. To evade climate catastrophe, greenhouse gas emissions will need to be substantially reduced. Despite climate change’s imminent risks, in the United States, both the federal government and states remain resistant to transitioning away from fossil fuel energy sources. To combat this government inaction, some litigants have turned to an ancient doctrine. The public trust doctrine provides that sovereigns must protect natural resources from substantial impairment to ensure the public’s right to use those resources.

In Held v. Montana, youth plaintiffs alleged that the State of Montana …

The Influence Of Scale In Modeling Social Vulnerability And Disaster Assistance, Sina Razzaghi Asl, Oronde Drakes, Eric Tate, Samuel Brody, Wesley Highfield, Kayode Atoba

Political Science & Geography Faculty Publications

Understanding how social vulnerability relates to disaster impacts is critical for addressing social equity, yet the role of spatial scale in this relationship is often overlooked. Most studies use aggregated data, risking ecological fallacy-misinterpreting individual outcomes from group-level data. This study examines how spatial scale influences the relationship between social vulnerability and federal disaster assistance after Hurricane Harvey. Using spatial econometric models at both household and census tract levels, we assessed the strength of key vulnerability indicators in explaining disaster assistance. Results show that disability, housing tenure, household size, and income predict assistance at the household level, but their influence …

Rules Of The Road: Toward National Regulation Of Autonomous Vehicles, Adam Raviv

Journal of Law and Mobility

After decades of promise, self-driving cars are now becoming a meaningful reality on our roads. Yet not a single federal law or regulation governs autonomous vehicle operation in the United States—despite widespread agreement among policymakers, advocates, and industry stakeholders that a national safety framework is necessary. This article provides the first comprehensive legal analysis of what a federal safety regulation for autonomous vehicles can and should look like. It describes the current landscape of autonomous technology. It analyzes both the existing federal legal regime for vehicle safety regulation as well as state, local, and international standards that apply to autonomous …

The Future Of U.S. Higher Education: Equity Implications Of Shifting Immigration Policies, Research Institute For Social Equity Rise

Research Institute for Social Equity

This report examines the impact of U.S. immigration policies on higher education and international students from 2000 to 2025. It traces five major policy eras, from the post- 9/11 security overhaul and Obama-era expansion to the restrictive turns of 2017–2020 and 2025, and analyzes how shifting regulations have influenced enrollment patterns, economic contributions, and student well-being. Despite hosting more than 1.1 million international students in 2023–2024, the U.S. share of the global student market has fallen from 20% to 16%, underscoring how policy volatility and restrictive measures weaken national competitiveness. Drawing on federal data, scholarly research, and institutional reports, this …

C.A.S. Full Assessment Report: State Of Florida Government Portal, Delante Clark

Graduate Scholarship and Creative Works

The purpose of this assessment is to evaluate the cognitive overhead, transparency, and attentional integrity of

official State of Florida digital interfaces using the Cognitive Attentional Standards (C.A.S.) platform.

While the Florida Digital Bill of Rights (FDBR) establishes strict regulatory guardrails for consumer data

transparency, tracking opt-outs, and attentional safeguards, the State of Florida explicitly exempts its own

government agencies, public universities, and non-profit entities from complying with these rules.

This assessment serves to investigate the tension between legislative intent and government execution. By

analyzing public sector websites through the C.A.S. platform, this project will establish a “state-enforced vs.

state-executed” …

A Mandate With Teeth: Biting Back At The Neglect Of New York's Humane Education Law, Mei Brunson

Animal Law Review

New York passed its compulsory humane education law in 1917, which obligates school districts to provide weekly instruction in the “humane treatment and protection of animals” to all elementary school students. Though this mandate is clear, New York school districts routinely ignore it and deprive students of the humane education that they are statutorily entitled to. To make matters worse, the New York Commissioner of Education has abdicated their responsibility to enforce this minimum educational standard. Over the years, the laudable efforts of advocacy groups, educators, and legislators have brought about some instances of district compliance. Nevertheless, widespread district noncompliance …

Accounting For Spatial Effects And Social Norms In Making Algorithmic Law: Insights From And Applications In Urban Mobility, Jingkang Gao

Journal of Law and Mobility

This Article examines a prominent idea in the law and technology literature: that algorithms and big data can be used to make law dynamic and personalized. As currently envisioned by legal scholars, “algorithmic law” entails laws that adjust in real time to changing conditions and vary across individuals, improving welfare by tailoring legal rules and standards to personal characteristics.

This Article argues that this vision of algorithmic law is incomplete—and often counterproductive. Existing proposals treat personalization as a function of individual attributes alone, overlooking the fact that effects of individual behavior are fundamentally interactive. Individual behavior is shaped by spatial …

Social Safety And Social Security: Validating Context-Specific Instruments For Slums, Liss D. Romero, Katherine Palacio, Zacheous Ako Abang, Valeria Silgado, Humberto Llinas, Leidy González, Erika Frydenlund, Daniel Bolivar, Jose J. Padilla

VMASC Publications

Social safety and social security are concepts that help explain a community's well-being by assessing how it manages and mitigate existing, or perceived, risks. However, these terms are often conflated, which can limit understanding, particularly in areas with unstable living conditions. This study explores both concepts in the context of residents living in slums. As the number of displaced people grows, slums and informal settlements are becoming increasingly common worldwide, making it essential to clarify these concepts. Residents of slums face numerous hazards, including crime, violence, inadequate housing, overcrowding, and limited access to essential services. To measure social safety and …

Analysis Of Policies And Incentives For The Successful Implementation Of Hydrogen-Fueled Medium-Duty And Heavy-Duty Vehicles In Humboldt County, California, Alka Verma

Cal Poly Humboldt theses and projects

The 21st century has seen a significant rise in global greenhouse gas (GHG) emissions, with the transportation sector contributing 23% of these emissions. Medium-duty and heavy-duty vehicles (MD/HD) are particularly impactful, accounting for over a quarter of transport-related emissions. In Humboldt County, California, transportation represents 53% of total emissions, with MD/HD vehicles being a major contributor. As light-duty vehicles shift to zero-emission alternatives, the MD/HD sector faces unique challenges. Hydrogen fuel cell vehicles offer a promising solution, providing longer range, higher energy density, and quicker refueling compared to battery electric vehicles (BEVs). These features make hydrogen an attractive option for …

The Evolution Of California Wildfire Governance Through State Bills, Regulations, And Executive Actions, Cassandra Dawn Blevins

History and Political Science | Senior Theses

California faces an escalating wildfire crisis, driven by climate change, drought, and development in fire-prone areas. Despite decades of scientific research on wildfire behavior and risk reduction, catastrophic fires since 2017 raise a critical question: to what extent have California state laws and policies kept up with the intensifying wildfire crisis? Existing scholarship provides extensive insight into wildfire ecology, land-use planning, fuel management, and community resilience, yet it lacks a comprehensive evaluation of whether California’s legislative, regulatory, and executive actions have adapted in a coordinated and evidence-informed manner. In particular, the literature offers limited analysis of how state laws integrate …

Male Disposability, Law, And Feminism, Edward Cantu

Faculty Works

This article explores scientific evidence that societies care more about the welfare and safety of females than that of males, and that this dynamic of "male disposability" is deeply entrenched in culture, and thus in law. The recognition and integration of male disposability theory would mean an evolutionary leap in modern theorizing about gender and the law, but it is ignored. Why? Feminist theory dominates current academic gender discourse. Far from appreciating the explanatory power of male disposability theory, feminist theorists are often invested in theorizing gendered problems in ways that mischannel compassion away from men and toward women. The …

Educational Inequality In Health Insurance Coverage Before And After The Affordable Care Act, Madelaine R. Adamich

Journal of Earth and Life Science

Health insurance and health care accessibility have historically been ongoing issues within the United States. Two key factors associated with the likelihood of an individual being insured are educational attainment and income. The 2010 Affordable Care Act (ACA), which has been the largest overhaul of health care in the US to date, aimed to reduce disparities in health insurance coverage and health care accessibility. My research analyzes the extent to which the ACA succeeded in reducing disparities related to educational attainment. To examine the ACA’s effects, I utilize the US Census Bureau’s American Community Survey data from 2008 and 2015 …

Indigenous Land Seizure & Environmental Injustice: Impacts Of Settler Colonialism, Lydia Moorman

Journal of Earth and Life Science

The fields of conservation and environmentalism prioritize ecosystem health, yet both emerged from western frameworks that displaced and criminalized Indigenous land stewardship. The idealization of “pristine wilderness” narratives served to justify the removal of Indigenous peoples from their homelands and erased millennia of sustainable land stewardship that had maintained ecological balance long before western conservation existed. These narratives not only misrepresented Indigenous relationship with land but also constructed a false dichotomy between humans and nature that positioned Indigenous presence as a threat rather than a source of ecological knowledge. Simultaneously, anthropogenic expansion; such as pipelines, mining, railroads, and other extractive …

Powering The Machine, Draining The Planet: Whether U.S. Environmental Law Is Equipped To Regulate The Energy And Water Demands Of Ai Data Centers, Michael Marcu

Journal of Earth and Life Science

Artificial intelligence (AI) data centers have become one of the United States' fastest-growing and least-regulated sources of environmental stress. In 2024 alone, U.S. data centers consumed 183 terawatt-hours (TWh) of electricity more than the entire nation of Pakistan and consumed an estimated 17 billion gallons of water (IEA, 2025; Berkeley Lab, 2024). By 2030, electricity demand from these facilities is projected to reach 426 TWh, a 133% increase in six years (Pew Research Center, 2025). This paper examines whether the existing U.S. environmental regulatory framework put by the National Environmental Policy Act (NEPA), the Clean Water Act (CWA), and the …

Racial Disparities In Maternal Mortality: The Role Of Explicit And Implicit Bias In U.S. Healthcare, Lailah Allen

Capstone Showcase

Maternal mortality in the United States remains a critical public health crisis, with disproportionately high rates among Black and other minority women. Despite advances in obstetric medicine, racial disparities in pregnancy-related deaths persist due to structural inequities, implicit bias in healthcare delivery, unequal access to prenatal and postpartum care, and broader social determinants of health. Nationally, Black women are significantly more likely to experience severe maternal morbidity and mortality compared to White women, reflecting longstanding inequities embedded within the healthcare system. This paper examines the relationship between race, healthcare access, and maternal outcomes through a focused case study of and …

Food Stamp Participation And Health Outcomes In Ca Immigrants, Esther Kang

Scripps Senior Theses

The U.S. social welfare system includes programs aiming to increase access to nutritious food to reduce nutrition insecurity. However, studies suggest that immigrants continue to face disproportionate risks of nutrition insecurity and may face barriers to enrollment due to legal status. This study, using secondary data from the 2023 California Health Interview Survey, examines the associations between food stamp participation, food insecurity, and clinical diagnosis of diabetes among adult U.S.-born, naturalized, and non-citizen adults in California. The findings suggest that those enrolled in food stamps are more likely to report food insecurity than those who are not enrolled, and that …

Preserving Progress: Why The Dd Network Matters Now More Than Ever, Matt Wappett

Developmental Disabilities Network Journal

No abstract provided.