Digital Commons Network^™

The Internet At War: An Empirical And Legal Analysis Of Harmful Narratives On Social Media During Armed Conflict, Bailey Ulbricht, Allen Weiner

Michigan Technology Law Review

This Article empirically investigates the connection between harmful narratives on social media and violent acts perpetrated against persons protected under international humanitarian law (IHL) during armed conflict, and then examines the legal implications of such a relationship. First, examining comprehensive datasets from two inter-state armed conflicts (Russia-Ukraine and Armenia-Azerbaijan) as case studies, this Article documents patterns in Telegram data indicating that more violent acts are preceded by increases in harmful narratives than decreases in such content. This suggests that harmful narratives on social media platforms may plausibly contribute to the incidence of real-world violence committed against protected persons during armed …

The New Legal Tender Debate: Surveying State-Level Attempts To Regulate Central Bank Digital Currencies, Jacob Gerszten

Michigan Technology Law Review

This Note explores the growing wave of state-level legislation aimed at regulating Central Bank Digital Currencies (CBDCs). CBDCs, digital forms of central bank-issued money, have sparked intense political debates between proponents who see them as the logical next development in monetary technology and critics who perceive them as threats to privacy and financial system stability. Although a widely available CBDC appears unlikely without Congressional authorization, sixteen states have enacted laws designed to preempt its development, with more statutes likely to follow. These state statutes employ various legal mechanisms, including redefining terms in the Uniform Commercial Code, prohibiting CBDC-related payments to …

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 …

Improving Pid Control With Bayesian Optimization For Adversarially Robust Federated Learning, Adrian Pena, Sergei Chuprov, Raman Zatsarenko, Leon Reznik

Computer Science Faculty Publications

Federated Learning (FL) often suffers from unstable convergence and reduced robustness under non-IID data and malicious attacks. In this paper, we present FedPIDAvg_tuned, a control-theoretic aggregation framework for improving stability and adversarial robustness in FL. In particular, our approach combines a server-side Proportional–Integral–Derivative (PID) controller with Bayesian optimization to tune controller gains for different data and attack conditions. The PID controller regulates global model updates through feedback on loss dynamics, providing adaptive scaling that improves stability and convergence. The tuned gains are applied within a trust-weighted trimmed-mean mechanism to remove adversarial or outlier updates. Using the Flower framework, we evaluate …

"Art, Esthetics, Ideal": An Ethics For Literary Translators In The Age Of Translating Machines, Gabriel González Núñez

Writing and Language Studies Faculty Publications

The advent of effective machine translation has raised several issues for translators, including the question of how a human translator ought to translate in this age of translating machines. In this context of new ethical questions, the present essay argues that an answer may be found in Pedro Figari’s (1912) philosophical essay on esthetics. Following Figari, the current essay argues that literary translation is art, that as such it can produce an esthetic emotion on readers and that the purpose of such art and esthetics is an ideal in the form of the continuous betterment of the human condition.

"It's A Dance": Examining Midwives As Choreographers Of Reproduction In Maine, Annie Goldstein

Honors Theses

This thesis examines the contemporary work of community-based Maine midwives through the theoretical framework of choreography. In the context of this work, choreography can be understood as the well-thought-out, purposeful undertaking of a process during which negotiation, coordination, and improvisation are required to adapt to constantly changing circumstances. Using choreography, this thesis attempts to understand how Maine midwives navigate global market processes and practice under authoritative forms of biomedicine, ultimately linking them to other midwives across various global sites. Situated within Maine’s maternal health landscape that is characterized by the ongoing closure of labor and delivery units and rural hospitals, …

Between Commodity And Culture: Tea Advertising As A Site Of Imperial Ideology And Anti-Colonial Resistance In India, Sydney Pascal

Honors Theses

Between the late nineteenth century and Indian independence in 1947, tea advertising became a key site through which imperial authority and Indian nationalism were negotiated. Drawing on advertisements, trade journals, and visual marketing campaigns produced from the 1880s through the 1950s, this honors thesis argues that tea advertising was a cultural and political mechanism through which the British Empire attempted to normalize imperial consumption and legitimize colonial authority. British campaigns framed tea as modern and routine while obscuring the exploitative labor systems and landscape transformations that sustained plantation production in Assam. As nationalist movements expanded in the early twentieth century, …

Blood And Belonging: Remembering Massacres Of The American West In The Twentieth Century, Mountain Meadows And Sand Creek, Kenzie Burns

Honors Theses

The late nineteenth and early twentieth centuries marked a turning point in mainstream America’s sense of national identity. A wave of nostalgia for the American Frontier enshrined the region’s idealized nineteenth-century past as myth. A key part of the story is romanticized violence—often depicted through cultural imagery of cowboys, gunfights, and battles with American Indians. This project seeks to understand more about how violence is represented in the cultural memory of the American Western past. Within the past twenty years, scholars of the American West have begun to incorporate the study of memory into their scholarship, frequently with how cultural …

Brewing Resilience: Cooperatives, Micro-Mills, And The Quest For Survival In Costa Rica's Changing Coffee Landscape, Leila N. Iredell

Honors Theses

This thesis examines how different organizational models in Costa Rica's coffee sector shape producers’ ability to capture value, build resilience, and sustain rural livelihoods in a rapidly changing global market. In comparing traditional cooperatives and new micro-mills, I examine specifically how control over the value chain, access to markets, and social infrastructure differ across models and what these differences mean for the farmers who depend on them. This project analyzes how the collapse of international price agreements and decades of market volatility drove producers toward new strategies, from independent processing and direct trade to coffee tourism. Costa Rica stands as …

Hardwiring Hercules?, Courtney M. Cox

Faculty Scholarship

It is time to reorient the debate over the right to a human decision. Within that debate, the strongest arguments in favor of human decisionmakers are Arguments from Explanation: AI technology is increasingly and necessarily opaque, and so machines should not replace human decisionmakers because machines cannot give the required explanations. Or so the humanist argument goes. Meanwhile, machinists argue that most humanist principles have been deflated by the Better Decision Argument, which reframes such principles as grounding not a right to a human decision, but merely to a “better” decision— whether by human or machine.

This Article turns that …

Competitive Dance And The Adolescent’S Body: Considering Pedagogical Approaches To Teaching Competitive Dancers, Catri E. G. Barba

Dance (MFA) Theses

Diving into the past and researching for the future, this thesis explores the development and perpetuation of hyper-sexualized adolescent bodies through the competitive dance scene. Drawing on dance theorists, educational theorists, and embodied research (i.e., the author’s body archive), this thesis explores how the competition gaze is performed for and by a capitalist patriarchy. Specifically, this thesis critically reflects on the author’s career as a young competitive dancer in the greater Los Angeles, California, area during the 1990s and 2000s, as well as a competition dance instructor and K-12 educator for two decades, and how those personal experiences have shaped …

Maternal Becoming: Reimagining Transformation Through Reverse Metamorphosis, Terese M. Cardamon

Dance (MFA) Theses

This thesis research investigates how pregnancy and early motherhood reshape identity, agency, and one’s relationship with the body and interrogates the narrative that frames motherhood as inherently joyful. Focusing on matrescence, meaning the process of becoming a mother, the project explores this transformation through the myth of Demeter and Persephone, the author's lived experience, and scholarly frameworks that center feminist perspectives, and includes an embodied exploration that integrates literature, poetry, and movement. Central to this inquiry is the unsettling experience of a transforming body and the visceral, horrific sensation of becoming unfamiliar to oneself. The concept of reverse metamorphosis, a …

Thoracolumbar Fractures: Historical Systems And Advancements With The Ao Spine Classification, Barry Ting Sheen Kweh, Alex R. Vaccaro, Gregory D. Schroeder, Jose A. Canseco, Maximilian Reinhold, Mohamed M. Aly, Sebastian Bigdon, Mohammad El-Skarkawi, Richard J. Bransford, Andrei Fernandes Joaquim, Harvinder Singh Chhabra, Emiliano Vialle, Rishi M. Kanna, Charlotte Dandurand, Cumhur Öner, Jin Wee Tee

Rothman Institute Papers

Study Design: Systematic Review. Objective: To describe the historical classifications of thoracolumbar injuries and their evolution into the AO Spine Thoracolumbar Injury Classification System. Methods: A systematic review of MEDLINE, EMBASE and Cochrane Databases was performed in keeping with Preferred Reporting Items for Systematic reviews and Meta-Analyses (PRISMA) guidelines. Results: 445 articles were crystallized to 14 included studies. Simple categorization systems offered by Bohler or Watson-Jones merely identify fracture morphology. Holdsworth and Denis conveyed a sense of the stability of injuries by noting columns of stability, but still failed to take into consideration important factors such as neurological status or …

William Taylor Muse Law Library Annual Report 2025-2026, William Taylor Muse Law Library

Muse Law Library Annual Reports

No abstract provided.

Islamic Education And Imperial Governance: Kazakh Institutions In Turkestan (1867–Present), Mavluda Smanova

Occasional Papers on Religion in Eastern Europe

This article explores development of religious education among Kazakh populations within Turkestan Governor-Generalship from 1867 to the early twentieth century, placing it within wider context of imperial administration, Islamic intellectual heritage, and reformist initiatives. It contends that Islamic learning institutions were not merely shaped by colonial influence but operated as flexible and enduring systems deeply rooted in local social structures. Rather than suppressing these institutions, Russian imperial authorities adopted a policy of controlled integration, bringing them under administrative oversight while simultaneously promoting alternative educational models. This dynamic gave rise to diverse and negotiated educational landscape rather than a uniformly imposed …

Mykhailo Hrushevsky And The Church, Vitalii Telvak, Ihor Hyrych, Volodymyr Nakonechnyi

Occasional Papers on Religion in Eastern Europe

Abstract

The article examines the place of Christianity in the personal life and creative activity of Mykhailo Hrushevsky. On the basis of a wide range of archival and published sources (memoirs, diary, and correspondence), the spiritual evolution of Hrushevsky as a Christian has been reconstructed – from the rigorous observance of religious duties in his youth to a fairly secular attitude toward the Church in his mature years. Faith in God helped him overcome the spiritual crisis of his youth, caused by the search for his life’s vocation, and to choose the path of serving the people through scholarly work. …

The Canonical-Legal Status Of Autocephaly And Autonomy In The Context Of Pan-Orthodox Dialogue, Ivan Yovchev

Occasional Papers on Religion in Eastern Europe

Historical procedures for granting autonomy and autocephaly are not strictly standardized in canonical law and often rely on local traditions, agreements, and specific historical-political circumstances. This leads to a diversity of practices – from unilateral tomoses (decrees) of autocephaly issued by the mother church to decisions supported by a broader pan-Orthodox consensus. At the pan-Orthodox level, the question of how new autocephalous and autonomous churches are proclaimed has been under discussion since the Pan-Orthodox preparatory commissions of the 20th–21st centuries. Preparatory documents envisage the need for a pan-Orthodox agreement, with autocephaly to be granted through a tomos signed by the …

Islamic Identity In Post-Soviet Kazakhstan: Between Nation-Building And Global Religious Transformations, Ainur Adaikhan, Ainur Shormanova, Nurlan Orynbekov

Occasional Papers on Religion in Eastern Europe

This study examines the formation and expression of Islamic identity in Kazakhstan within the broader post-Soviet transformation of religion, nationhood, and state governance. Following decades of Soviet-imposed atheism, Islam re-emerged as a significant cultural and social force after independence in 1991. The objective of this research is to analyze how Islamic identity is constructed, expressed, and regulated in contemporary Kazakhstan, and to assess the interaction between ethnocultural belonging, institutional governance, and global religious influences. Methodologically, the study employs a mixed analytical approach combining theoretical interpretation, quantitative analysis of census and survey data, and institutional analysis of religious policy frameworks. Empirical …

A New Frontier For An International Right With No Frontiers: Freedom Of Expression & Generative Ai Outputs, Evelyn Aswad

Faculty Articles

As people debate whether the First Amendment protects generative AI outputs, we should also reflect on what the global freedom of expression standard has to say on the matter. This standard will affect discussions around national and regional regulatory approaches to generative AI throughout the world. In addition, global corporate responsibility standards call on companies to respect international human rights in their operations, which may also impact how businesses that provide generative AI services approach their activities.

I argue that the global free expression standard protects the rights of individuals to seek and receive information of any kind, including gen …

How Oregon School District Staffing Allocation Proportions Relate To Student Achievement As Measured By Essa-Aligned Key Indicators On The Oregon School Report Cards, David M. Wallace

Doctor of Education (EdD)

Grounded in the Educational Production Function framework and Oregon’s ESSA-aligned accountability system, this study examined the relationship between district-level staffing allocation proportions and student achievement outcomes. Within the constrained, zero-sum context of school district budgeting, the study examined whether the proportional distribution of personnel expenditures among certified, classified, and administrative staff was associated with differences in third grade English Language Arts (ELA) proficiency, eighth grade mathematics proficiency, attendance, and on-time graduation. Using an unbalanced panel of 519 district-year observations from Oregon public school districts (2021–2024), multiple regression models controlled for student poverty, disability status, and English learner enrollment. The findings …

People's Upr Written Record, Sarah Dávila A., Lauren E. Bartlett

Faculty White Papers

No abstract provided.

From Germination To Transformation: Policy Studies In China Over The Past Half-Century (1970s–2020s), Shuai Cao, Ping Xu, Hongtao Yi, Ling Zhu

Political Science Faculty Publications

Over the past half-century, policy studies in China have undergone a remarkable evolution. This paper seeks to provide a comprehensive analysis of the field's development by tracing its origins and transformations over time. We introduce a time-based and multifaceted framework that delineates the evolution of policy studies in China into four distinct phases: germination (1978 to mid-1990s), burgeoning (late 1990s to 2012), normalization (2013 to 2022), and transformation (2023 to present). We first analyze the evolution of each phase in terms of historical contexts, disciplinary development, policy research (including policy domains, theoretical advancements, and methodological approaches), and intellectual engagement with …

Albert John Farrah Collection, University Of Alabama School Of Law

Manuscript Collections

This collection contains materials that were used to compile "Albert John Farrah: Addresses, Papers, and Letters," a University of Alabama School of Law publication honoring Dean Farrah.

Sociocultural Outsidership In Entrepreneurship: Rethinking The Double-Edged Role In Marginalisation, Robert J. Pidduck, Susana C. Santos, Eric W. Liguori, Reginald Tucker, Alexander Newman

Management Faculty Publications

This editorial introduces the special issue on marginalisation and entrepreneurship. While entrepreneurship research has long examined the impact of economic deprivation and structural barriers, far less attention has been given to sociocultural elements of outsidership – such as status incongruence, class-based identity conflict or cultural misalignment, among other related facets. We bring these dynamics to the fore, offering a conceptually rich yet ideologically neutral lens through which to understand how outsider dynamics can shape entrepreneurial cognition, legitimacy and venture development. Further, by synthesising emerging work across fragmented literatures, we propose a research agenda that explores sociocultural outsidership not only as …

Lockstepping Structure, Darrell A.H. Miller

Public Law and Legal Theory Working Papers

The new judicial federalism is now entering its early middle age. As it has matured—moving from rights to structure—it has become more complicated in its application. For if one were to take arguments about state experimentation and interpretive flexibility to their logical conclusion, there is no reason state legislative, executive, and judicial powers should stay in lanes demarcated by federal constitutional law. Easily amended state constitutions and elected judges support theories of judicial function more akin to statewide legislative policymakers than passive judicial magistrates. Positive rights in state constitutions would seem to demand recalibration of the rules of standing and …

'Punishing Death Dealers': Examining Claims To Expand The Death Penalty To People Who Deal Drugs, Joshua H. Stout

Faculty Publications - Criminal Justice Sciences

In 1988, the Anti-Drug Abuse Act authorized the use of the death penalty for individuals who committed murder while involved in certain federal drug crimes. In recent years, as America has grappled with rising opioid overdose deaths, there has been an increase in calls for expanding murder charges and capital punishment for individuals who deliver drugs that result in an overdose death. Utilizing content analysis of news media and presidential speeches, this paper explores the claims-making process surrounding the arguments in favor of sentencing people who deal drugs to death during the 1980s and the contemporary opioid crisis. Findings demonstrate …

Constructing Effectiveness: Culture, Legitimacy, And Strategic Planning In Zoos And Aquariums, Robin Keith

Dissertations

Zoos and aquariums are complex organizations operating with multiple mandates—saving species, providing exceptional care to animals, connecting communities with nature, and inspiring environmental action—making “effectiveness” difficult to define. What counts as success depends on who is asked and which goals are foregrounded. This study investigated how stakeholders in Association of Zoos and Aquariums (AZA)–accredited organizations conceptualize and operationalize effectiveness within strategic planning processes. Prior research on nonprofit and mission-driven organizations has shown effectiveness is multidimensional and often defined differently by various stakeholders. However, little has been known about how these definitions are negotiated through the practice of strategic planning, …

They Deserved It!: Discourses Of Schadenfreude And Empathy On Reddit, Ben Durante

Undergraduate Symposium

No abstract provided.

Imperialist Implications Of A Military Coup In Latin America, Alanna Butters, Josefina Castillo-Miller

Undergraduate Symposium

In this paper, we analyze the United States' actions and rationales, rather than outcomes, for their overthrow of the Maduro regime in Venezuela on January 3, 2026. We seek to understand how this developing situation compares with prior examples of US imperialism across Latin America. We are particularly interested in the conflict between imperialist rhetoric and its actual effects. Imperialism damages Latin American States through instability due to economic dependency, political vacuums, violence against civilians, and loss of sovereignty. Imperialists veil motives such as economic control, global hegemony, and noble causes through the rhetoric of law and freedom. To understand …

The Weaponization Of Religion, Culture, And Politics During The Troubles In Northern Ireland, Erika Holmberg

Undergraduate Symposium

From 1968-1998, Northern Ireland experienced a wave of sectarian violence known as The Troubles. During this period, the fighting between Republican and Loyalist paramilitary groups caused countless civilian casualties, economic hardship, and social turmoil. This presentation will explore how each side justified their violent actions through promotion of cultural ideals, religious division, and political manipulation. Both sides of the conflict gained and lost public support based on how they presented each of these issues, and to this day, historians are uncovering their impact.