Public Interest Commons^™

Governing Algorithmic Attention: Attention Safeguard Models And The Cognitive Attentional Standard As System Level Interventions In Human Computer Interaction, Behavioral Economics, And Artificial Intelligence, Delante Clark

Graduate Scholarship and Creative Works

Algorithmic recommendation systems and interface designs shape attention by combining visually salient cues with uncertain reward timing and low friction interaction. These conditions can sustain anticipatory checking, extend time on task, and reduce natural disengagement points through patterns such as infinite scrolling and autoplay. This paper synthesizes research across neuroscience, human computer interaction, behavioral economics, and artificial intelligence to argue that attention capture is a predictable outcome of incentive driven design rather than an individual failure of self regulation. It advances the Attention Safeguard Models and the Cognitive Attentional Standard as system level interventions that regulate exposure conditions, pacing, and …

Welcome Tilly Norwood: Forecasting Hollywood’S Ai Policy Futures, Samuel P. Rooker

Senior Honors Projects, 2020-current

In late 2025, weekly trade publication Variety Magazine reported on the announcement of a new acting talent in Hollywood: Tilly Norwood. Norwood is an industry outsider and the pet project of Eline Van der Velden, who unveiled the actress’ existence to the world at the Zurich Film Festival. The announcement quickly gained media coverage while Van der Velden has since faced cyclical backlash from Hollywood trade unions, which does not seem entirely without reason. Tilly Norwood is a digital persona, a generative artificial intelligence (GenAI) program, designed by Van der Velden’s novel AI talent studio, Xicoia, to become the next …

Ai Is Taking Over!: A New Generation Of Unemployment Fears, Amaya V. Hepburn

Student Scholar Symposium Abstracts and Posters

The growing panic surrounding AI taking over the workforce is strong in a distinct group of demographics, in contrast to the fear of computers taking over the workforce that was seen in previous generations. This suggests that AI developments have sparked a wave of fear that is unlike the fear of tech developments in the past. I have discovered that this fear is prevalent across several demographics: age, employment, and income. By cross-analyzing through the 2017 and 2025 fear surveys, I discovered that fear of AI is more prevalent in younger generations and is more threatening to students entering the …

Streamlining Client Information For Post-Conviction Relief In Monterey County, Selena Lopez Arizmendi

Capstone Projects and Master's Theses

This capstone project addresses barriers to record clearing services that impact recidivism and reentry outcomes in California. Individuals with criminal records often face challenges in securing employment, housing, and stability, increasing the likelihood of continued justice system involvement. The Clean Slate Program at the Monterey County Public Defender’s Office provides post-conviction relief services to help reduce these barriers. Although Proposition 47 funding ended in February 2026, program services have continued. This project identified a need for a standardized, client-friendly informational resource, as key information has historically been communicated verbally, limiting understanding and retention. To address this gap, a concise Clean …

Applications Of Suas Thermal Imaging And Lidar At Letort Spring Garden Preserve: An Independent Study, Kelsey Wardell

Harrisburg University Other Works

No abstract provided.

Gender-Based Violence And Botswana's Constitutional Failure To Protect Women's Rights, Cameron Mcdonald

Immigration and Human Rights Law Review

Gender-based violence (“GBV”) remains a pervasive human rights issue throughout Botswana. When it comes to gender equality, Botswana’s dual constitutional and customary legal system is a paradox. Despite its commitment to equality and nondiscrimination, Botswana’s Constitution allows customary courts to discriminate freely to preserve traditional practices that disadvantage women. These traditional practices affect women’s right to property, inheritance, marriage, legal representation, and personal safety. Customary law continues to constrain women’s right to economic autonomy and access to justice, leaving many women dependent on the men who abuse them. As a result, many Batswana women experience structural discrimination in both their …

The Expanding Digital Border: Ai, Surveillance, And The Fight For Justice, James Chesser

Immigration and Human Rights Law Review

As artificial intelligence transforms the mechanisms of immigration control, the modern border has become a digital filter—one governed less by geography and more by code. This Article examines the legal, technical, and ethical implications of AI-driven systems now central to global border enforcement, including biometric surveillance, algorithmic risk scoring, and predictive profiling. It explores how states use these technologies not only to manage irregular migration, but to compete for global talent—constructing migration regimes that reward capital and compliance while eroding transparency, due process, and equality.

Through an international and comparative lens, the piece highlights the expansion of algorithmic decision-making across …

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 …

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 …

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 …

The Equity Dead Zones: Legal Intersectionality Failure Points In Chapter 13 Bankruptcy, Tearria N. Simmons

The Guardianship Journal

Legal intersectionality failure points describe the systemic fractures that occur where overlapping legal, social, and economic inequalities converge, potentially producing compounded barriers to relief. Each failure point marks a site of marginalization. In what ways do individuals already recognized as vulnerable in Chapter 13 bankruptcy face a heightened risk when multiple forms of disadvantage intersect? When these intersections combine in mutually reinforcing ways—racial, economic, and relational disparities colliding with structural deficiencies in family, property, and bankruptcy law—does it result in pronounced negative outcomes, and, if so, what are those outcomes? Within this convergence, could there be a space where compounded …

Investigating The Relationship Between Noun Classes And Plant Folk Taxonomy In Chasu Language Of Kilimanjaro Region In Tanzania, Peter Rabson Mziray

Journal of Humanities and Social Sciences

The current study investigates the relationship between noun classes and plant folk taxonomy in Chasu (G 22). The study focuses on two objectives: the first objective is to describe the plant folk taxonomy in Chasu and the second objective is to determine the relationship between noun classes and plant folk taxonomy in Chasu. Data were collected from rural villages in Same and Mwanga districts by using free listing, field interviews (jungle-walk-and-identify), and written texts containing Chasu plant names. The findings reveal that Chasu folk taxonomy reflects different ethnobotanical categories; including a unique beginner which is mmea/mimea ‘plant(s)’, and three life …

Artificial Intelligence In Surveillance And Privacy, Elizabeth D. Brasher

NEXUS: The Liberty Journal of Interdisciplinary Studies

This paper attempts to provide insight into the new and developing world of artificial intelligence and its integration into surveillance technologies. These technologies being implemented by the government, retail companies, healthcare organizations, and more, all raise ethical questions and implications addressed in this article; other topics, such as the integration of Christian ethics and responsibilities, are also explored.

Bridging The Justice Gap: Low-Income Taxpayer Clinic At North Mississippi Rural Legal Services, Emma-Kathryn Bond

Honors Theses

Over the course of two years, I spent more than 130 hours completing on-the- ground volunteer work with the Low-Income Taxpayer Clinic (LITC), a clinic within North Mississippi Rural Legal Services that provides free legal assistance to individuals navigating disputes with the IRS. While the Sixth Amendment guarantees legal representation in criminal cases, no such guarantee exists for civil matters such as tax disputes, housing instability, or loss of public benefits. Clinics like LITC fill a crucial gap by offering support in areas that are often overlooked, such as tax law, where clients risk audits, wage garnishments, and court proceedings …

The Healing Power Of Antitrust, Theodosia Stavroulaki

Northwestern University Law Review

Millions of Americans live in hospital deserts—communities where people lack geographic access to hospitals and primary care physicians. People living in these deserts often miss doctor appointments, delay necessary care, and stop adhering to their treatment. In this way, hospital deserts exacerbate the health disparities plaguing America. This Article demonstrates that hospital deserts are not inevitable but the result of several business strategies—including noncompete agreements and merging with competitors—and antitrust enforcers’ unwillingness to recognize these harmful practices as antitrust violations. To cure the issue of hospital deserts, this Article makes three proposals. First, antitrust enforcers and the courts should expand …

The Effects Of Chronic Absenteeism On Average Daily Attendance Funding In Humboldt County Elementary Schools, Corabelle A. Esmailian

Cal Poly Humboldt theses and projects

Chronic absenteeism is linked to poor academic performance and lower social-emotional skills, both of which can have long-term effects on students and their communities. The California Department of Education uses average daily attendance (ADA) to determine most of the funding that public schools receive. When a student is absent, their school loses a portion of potential funding for that day. This study explores chronic absenteeism’s impact on the funding of Humboldt County’s elementary schools with a sequential exploratory research strategy and critical systems lens. Interviews with elementary administrators were conducted using a phenomenological approach to understand how this affects their …

The Effectiveness Of The Minnesota Buffer Law And Its Impacts On People, Ellen P. Isakson

Journal of Earth and Life Science

In January 2015, the then-governor of Minnesota Mark Dayton announced new legislation that would require 50-foot vegetation buffers along all waterways in Minnesota; this legislation would come to be known as the Minnesota buffer law, exact requirements being “perennial vegetative buffers of up to 50 feet along lakes, rivers, and streams and buffers of 16.5 feet along ditches” (Albert, 2017; MN Board of Water and Soil Resources [MN BWSR] 4 ). A buffer in the context of vegetation and natural resource management is a strip of vegetation around a body of water “designed to intercept stormwater runoff and minimize soil …

Instruments Implementation Audits And Development Strategies For Taiwan As A Non-Member State Of The Imo, Hui-Huang Tai, Tun-Hao Hsu

Journal of Marine Science and Technology–Taiwan

The International Maritime Organization (IMO) has formulated numerous maritime-related conventions. The promotion of mandatory audits is required to ensure that the implementation of maritime management systems in various countries complies with the IMO Instruments Implementation Code (III Code) and that both member states and non-member states implement these conventions. This is not only an obligation but also a responsibility for all countries to promote the development of the maritime industry. This study investigates how Taiwan, one of the non-member state of the IMO, implements the audit process and develops future implementation strategies for various maritime conventions. This issue is of …

Volume 7 (2024) Artificial Intelligence And Responsibility, Arwa Alnajashi, Danielle Derise, Philip L. Frana, David Mcgraw, Amanda Sawyer, Tatjana Titareva, Raafat Zaini, Allie Zombron

International Journal on Responsibility

The seventh volume of the International Journal on Responsibility (IJR) arrives at a crucial moment in the evolution of artificial intelligence and its integration into our academic and social fabric. As we witness the rapid advancement and deployment of AI systems across various domains, this special issue examines the multifaceted dimensions of responsibility surrounding AI technology, with a particular focus on its role in higher education and broader societal implications.

The articles in this volume contribute to our understanding of responsibility through diverse lenses, from classroom implementation to ethical design considerations. Together, they fulfill IJR’s central mission of exploring “Who …

Rising Temperatures, The Prison Litigation Reform Act, And The Heat Death Of Human Dignity In Texas Prisons, Brianne Wylie

Northwestern University Law Review

This Note seeks to shed light on the life-threatening danger of extreme heat in un-air-conditioned Texas prisons. The Prison Litigation Reform Act (PLRA) starkly limits the relief available to those suffering and dying in these prisons. This Note proposes an amendment to the legislation that could create a path toward lasting relief for incarcerated people. After analyzing the effects of increasing heat on the particularly vulnerable prison population, this Note analyzes how the Supreme Court and the Fifth Circuit have handled claims alleging constitutionally violative prison conditions under the Eighth Amendment—in short, ineffectively, if at all. This Note then details …

Boiling Behind Bars: Exploring The Hidden Toll Of Extreme Heat On Mental Health In Texas Prisons, Sandra K. Miller

Social Work Theses - Archive

The State of Texas supports the largest prison system in the US and held 132,859 people in 100 units scattered across the state as of December 2023. Approximately 70% of Texas prison beds are not air conditioned, despite the state’s reputation for dangerously hot, humid summers. The State has officially recorded temperatures inside Texas prison facilities as high as 120 degrees with heat index values of over 150. Although there is a growing body of research on the negative physiological and psychological consequences of extreme heat among the general public, little is known about the physical and emotional toll of …

The Supreme Court’S Countermajoritarianism? What Impact Does Public Opinion Have On The Supreme Court Decisions?, Evan Tompkins

Political Science Theses and Capstones

Although normative questions about the role of the Supreme Court as a countermajoritarian institution have been commonly debated in political science research, an updated empirical question on Mishler and Sheehan’s (1993), study on public opinion and its impact on the Court must be asked. It has been 25 years since the publication of their study and numerous high profile cases such as Bush v. Gore, Citizens United v. FEC, and Obergefell v. Hodges have brought nationwide attention to the Supreme Court and how it interacts with public opinion. Results from empirical measurements of the Supreme Court’s decisions and what impact …

The Cyber-Industrial Complex, Connor O’Malley

Political Science Theses and Capstones

When Edward Snowden released a massive trove of classified files from the National Security Agency, the world became aware of numerous global surveillance systems. As Snowden hoped, a global dialogue began concerning surveillance, privacy, and government transparency. While there was a lively discourse surrounding the leak and Snowden, another story was missed. Snowden was not an employee of the NSA; rather he was an employee of Booz Allen Hamilton, a private contractor maintaining computer systems for the NSA. The deeper story here is the emerging relationship between government agencies and technology companies. This paper discusses the theory of iron triangles …

The Snowden Effect: The Conflict In A Free Society, Who Values Privacy Versus Who Values Security?, Matthew C. Blake

Political Science Theses and Capstones

The Obama Administration has come under scrutiny by both the public and Congress, since former National Security Agency (NSA) contractor Edward Snowden made known the scope of government surveillance programs being utilized by the U.S. government to gather intelligence on domestic citizens. Snowden’s disclosures about the government’s surveillance practices to the mainstream media began in June 2013. I focus on how public opinion towards the government’s surveillance practices and an individual’s reasonable right to privacy has shifted after revelations made by Edward Snowden on the practices of the NSA. Individuals may show support for more government surveillance in the name …

Unemployed Veterans During A Recession: Factors Affecting The Completion Rate Of The Vocational Rehabilitation And Employment Program, Chris Witt

Political Science Theses and Capstones

The purpose of my research is to determine what factors affect the outcome of the Vocational Rehabilitation and Employment program. Previous literature examines individuals from each state in various stages of the program to determine which factors cause their individual outcome. Although previous research covered a broad spectrum of factors there still remains a lack of significant evidence to determine the observed outcome. I added state expenditures to the previous data to attempt to determine whether or not there is a correlation between funding and the completion of the program. I used the Department of Veteran Affairs 2007 Veterans Employability …

Democracy And Social Justice: Founding Centers For Social Justice In Law Schools, Stephanie M. Wildman

Journal of Legal Education

No abstract provided.