Digital Commons Network^™

Mitigating Algorithmic Bias: Strategies For Addressing Discrimination In Data, Sonia Gipson Rankin

Faculty Scholarship

This article examines the pervasive issue of algorithmic bias, particularly within large language models (LLMs) and the legal system. It argues that unlike simple programming bugs, these biases are deeply ingrained in the design and training data of artificial intelligence (AI) systems. By understanding the historical roots of bias and its realworld consequence across various sectors, we can develop effective strategies to mitigate its impact and ensure AI serves as a tool for progress. Weaving together historical insights, case studies, and forward-looking recommendations, the article aims to equip legal professionals with the knowledge and tools necessary to lead the charge …

Women Police Chiefs: A Self-Perception Of Women Officers In Law Enforcement, Tianshi Hao, Jesse Llamas, Kayleigh Axtell, Anshu Lal, Michael Llamas, Mira Fadel, Amor Roma

The Scholarship Without Borders Journal

A large body of literature substantiates women’s difficulties integrating into all levels of law enforcement. To understand the experiences of women police officers in the force, and to understand how law enforcement leaders view the role of women in leadership positions, this study focused on the perception of six women police officers–specifically, women police chiefs towards women who already assumed leadership positions, overcame challenges entering law enforcement and advancing into leadership positions, and collected their input on organizational decisions, policy, and recruitment of women officers. This study employs a qualitative phenomenological methodology and interviews six women police chiefs in depth. …

Perlindungan Hukum Bagi Pers Dalam Melaksanakan Kebebasan Pers Di Indonesia Dan Australia, Roshita Anggun Trisnaningrum, Adhitya Widya Kartika

Jurnal Hukum & Pembangunan

The press and democratic life are two inseparable things. The existence of the press has a crucial role in conveying information, providing education to the public, and as a means of social control. Freedom of the press is not only recognized internationally, but every country is obliged to provide legal protection for it. The urgency of this research from a constitutional law perspective is that the press is the fourth pillar of democracy (the fourth of estate). This issue is discussed to discover the similarities and differences in press law provisions between Indonesia and Australia as well as to improve, …

Penyelesaian Sengketa Investasi Internasional : Apakah Penyelesaian Dapat Dilakukan Melalui International Court Of Justice (Icj)?, Aisyah Hanifah Fathhurrohmah

Jurnal Hukum & Pembangunan

The International Court of Justice, also known as the ICJ, is the principal organ of the United Nations based in The Hague, Netherlands. This institution was established in 1945 to resolve disputes between countries peacefully. The authority of the International Court of Justice is divided into two categories: Ratione Personae jurisdiction, which pertains to who is eligible to bring a case to the ICJ, and Ratione Materiae jurisdiction, which concerns the types of disputes that the ICJ can handle. The ICJ's jurisdiction includes examining cases, providing opinions/advisories, and adjudicating disputes submitted to it. The ICJ is not limited to specific …

Problematika Pemenuhan Hak Konstitusional Pekerja Migran Indonesia Yang Bekerja Sebagai Awak Kapal Perikanan Migran Dalam Pemilu 2024, Retno Damarina, Heru Susetyo

Jurnal Hukum & Pembangunan

Setiap Warga Negara Indonesia memiliki hak konstitusional sebagaimana amanat konstitusi. Hak Konstitusional menurut Pasal 51 ayat (1) jo penjelasan Pasal 51 ayat (1) UU No.24/2003 diubah dalam menjadi Undang-undang Nomor 7 Tahun 2020 UU No.7/2020, hak konstitusional adalah “hak-hak yang diatur dalam Undang-undang Dasar Negara Republik Indonesia Tahun 1945”. Membahas hak konstituional ini dimiliki oleh semua Warga Negara Indonesia baik itu yang berada dalam wilayah teritorial Indonesia maupun yang berada di luar wilayah teritorial Indonesia, dalam hal ini adalah Pekerja Migran Indonesia (PMI) yang bekerja menjadi Anak Kapal Perikanan (AKP) migran. Tahun 2024 menjadi tahun untuk peralihan kepemimpinan pemerintahan, utamanya …

Comprehensive Analysis Of The Different Fields Of Law, Kaitlyn Lee

Honors Theses

Since American law developed in the early 1700s, lawyers have played a crucial role in society, advocating for justice and upholding the rule of law. Over the years the legal profession has evolved immensely and now offers many different fields for individuals to practice. People are often curious about the work that lawyers do and the education that is required to become an attorney. This thesis aims to satisfy the curiosity of those individuals by exploring many facets of the different areas of law. It will examine the unique and shared aspects of the various legal fields, detailing the specific …

The Role Of International Investigation Committees In Accounting For International Crimes, Khaled Abdulsalam

Al Jinan الجنان

International criminal justice as a legal concept cannot be reached unless international criminal responsibility for gross violations of human rights is recognized .In light of the obstacles that prevent the application of the substantive jurisdiction of the international criminal judiciary, whether represented by the International Criminal Court or the Special International Criminal Courts ,it becomes necessary to search for legal mechanisms through which international crimes can be revealed and the identification of those responsible for them to be held accountable. From this point of view ,
we discussed the legal framework under which international commissions of inquiry work to investigate …

About The Journal, Asna Nayani, Editorial Team

Florida Atlantic University Undergraduate Law Journal

The Florida Atlantic University Undergraduate Law Journal (ULJ) is a student led research organization dedicated to promoting the discussion of contemporary legal topics as well as providing a forum for students who have an interest in the law. Our students engage in a collaborative editorial process designed to encourage and refine ideas and writing skills. FAU undergraduate students are invited to participate by submitting articles related to legal issues and to facilitate publication by managing the editorial and business processes.

Whatever Happened To Protecting Families: The Sixth Circuit Narrows Availability Of 42 U.S.C. § 1983 Relief For Children Of A Wrongfully Incarcerated Parent, Allison Gherovici

Villanova Law Review (1956 - )

No abstract provided.

Contributing Author Biographies, Editorial Team

Florida Atlantic University Undergraduate Law Journal

No abstract provided.

A Second Look: Local Labor Markets And The Impact Of Ban The Box Policies After Criminal Legal Involvement, Benjamin David Pyle

Faculty Scholarship

This paper estimates the impact of labor demand on the employment and recidivism outcomes of released prisoners. Higher labor demand at release generates higher earnings and lower recidivism. Reduced recidivism persists after controlling for the observed labor market outcomes of the returning cohort, suggesting that labor demand impacts crime through channels beyond the direct formal employment of returning prisoners. Difference-in-differences based evidence suggests Ban the Box (BTB) policies delaying when employers can ask about criminal records improve labor market outcomes and lower recidivism for misdemeanor defendants. Evidence for felony defendants and returning prisoners is mixed but suggestive of similar patterns.

Table Of Contents, Editorial Team

Florida Atlantic University Undergraduate Law Journal

No abstract provided.

Reimagining Justice Without Execution: Should The Death Penalty Be Abolished?, Tanvi Desai

Florida Atlantic University Undergraduate Law Journal

Surrounded by controversy, the debate regarding the preservation, or lack thereof, of the death penalty in the United States has sparked intense discourse. It has remained the subject of profound controversy since its beginning during colonial times. Stemming from issues surrounding the ethicality of the capital punishment and the irreversible essence of it, many Americans have begun reevaluating the cruel punishment at hand and favoring the abolishment of the death penalty. As human life becomes increasingly vital in this generation, this paper will argue against the preservation of the death penalty for a multitude of reasons. These compelling reasons include …

A Brief History Of Voter Disenfranchisement Laws In The U.S., Christian Robinson

Florida Atlantic University Undergraduate Law Journal

Following false claims of voter fraud during the 2020 presidential election, several conservative states sought to pass laws designed to limit voter fraud. However, these laws quite clearly restrict the electorate and disproportionally affect the political participation of minority, lower-class, and female voters. The trend of restricting voting rights in the U.S., whether implicitly or explicitly, is not new. Despite claiming to prioritize democratic participation, the U.S. has a history of laws that have limited eligible voters based on race, class, and gender. This is apparent through a close analysis of U.S. voting laws beginning with eligibility as determined by …

Stand Your Ground But For Who? The Criminalization Of Black Women In Self-Defense Laws, Kayla Mae Blount

Florida Atlantic University Undergraduate Law Journal

"Stand Your Ground" is an American statute based on the legal notion of "castle doctrine."14 Stand Your Ground is the protection of the responsibility to not retreat and stand your ground, granting any citizen the right to use lethal force without fleeing from a "reasonable" threat. However, the implementation of these laws has been marred by racial bias and systemic discrimination, resulting in unequal outcomes for Black people, particularly women, who find themselves in situations when self-defense is required. In evaluating multiple cases of black woman failing to successfully claim self-defense under Stand Your Ground laws, we seek to understand …

Genocide Memorialization Through Law In Bosnia And Herzegovina: Reconciling The Irreconcilable?, Carna Pistan

Genocide Studies and Prevention: An International Journal

This article focuses on the law banning genocide denial and other war crimes and the glorification of convicted war criminals imposed in Bosnia and Herzegovina by the former High Representative Valentin Inzko in mid-2021 to facilitate the country’s reconciliation process. It first positions the genocide denial ban into the vast category of memory laws by examining its content and scope, as well as the reactions and consequences it has provoked up to now. The article maintains that an internationally imposed memory law cannot create reconciliation in a deeply divided society. It shows, on the contrary, that the imposed legislation has …

Low-Income Litigants In The Sandbox: Court Record Data And The Legal Technology A2j Market, Claire Johnson Raba

St. John's Law Review

(Excerpt)

Katrina was a community college student with two children, trying to juggle work, childcare, and school. During class in the spring of 2018, her phone buzzed incessantly. She looked down to see a message from her roommate saying a process server had shown up at the house to deliver a summons and complaint, naming Katrina in a lawsuit filed in county court by a debt collection company she had never heard of. Katrina turned to the internet for help and found herself overwhelmed with advertisements that began to pop up in her social media feeds trying to get her …

When Ai Remembers Too Much: Reinventing The Right To Be Forgotten For The Generative Age, Cheng-Chi Chang

Washington Journal of Law, Technology & Arts

The emergence of generative artificial intelligence (AI) systems poses novel challenges for the right to be forgotten. While this right gained prominence following the 2014 Google Spain v. Gonzalez case, generative AI’s limitless memory and ability to reproduce identifiable data from fragments threaten traditional conceptions of forgetting. This Article traces the evolution of the right to be forgotten from its privacy law origins towards an independent entitlement grounded in self-determination for personal information. However, it contends the inherent limitations of using current anonymization, deletion, and geographical blocking mechanisms to prevent AI models from retaining personal data render forgetting infeasible. Moreover, …

Authority With Procedural Justice: The Establishment And Enforcement Of Expectations Of Public Trust, Paris Desiree Eikanger Stoops

University Honors Theses

This thesis supposes all police officers should exercise authority with procedural justice, where implementation of nationwide procedural justice standards should explicitly prioritize establishing and enforcing expectations of public trust--justitia erga omnes. A qualitative temporal literary argument morally, ethically, socially, and democratically supported by a broad spectrum of criminal justice research, analyzed alongside traumatically racialized experiences, at the intersectionality of five administrations worth of sequent presidential crime policies and earth-shattering junctures in the lives of everyday Americans. Five brief companion analyses follow, exploring overlapping moral and ethical perspectives of dignity, respect, and fairness within contemporary policing in America.

The Health Risks Of Deportation: Impacts Of Family Separation On Relationships And Wellbeing In Latinx Communities, Shantay Rhea Rocha

University Honors Theses

Anti-immigration policy and deportation practices create multifaceted implications for Latinx communities in the United States. A comprehensive literature review drawing from public health and immigration studies was used to examine the direct and indirect implications of separation of families due to deportation. This thesis synthesizes existing research to illuminate the health threats pertaining to Latinx wellbeing in the context of being undocumented and fearing being separated from their family. Addressing the dimensions of deportation-related health risks, policy makers, health care professionals, and community organizations can work towards promoting Latinx health and well-being in the U.S. to mitigate the health consequences …

State-Sanctioned Slavery: The Political Economy Of Prison Labor, Avneet Sidhu

University Honors Theses

This thesis explores the interconnected relationship between the political institution of government and economic development with a particular focus on the United States Constitution’s role in explicitly legalizing coerced carceral labor and the direct impact this has on various economic aspects. The Thirteenth Amendment of the Constitution has long been hailed as a guiding light of freedom and justice, and yet, still to this day, it contains a paradoxical loophole that explicitly permits involuntary servitude as punishment for crime. This exemption has long been exploited in order to perpetuate a system of state-sanctioned slavery, in which incarcerated laborers are exploited …

"You're Going To Make A Hell Of A Corrections Man Someday": Work Experiences Of Female Wardens And Superintendents, Karen A. Altendorf

Qualitative Criminology (QC)

"This project describes the experiences of female wardens and superintendents in state correctional facilities in the United States. There has been little research on women in leadership positions in corrections; most research has focused on females working in non-traditional occupations or as corrections officers. This project describes how women negotiate gender in a masculine organizational culture where they are not always welcome. In-depth interviews were conducted with twenty-nine wardens and superintendents from thirteen states. The subjects discussed various issues women working in corrections face, from appearance to interacting with inmates and coworkers, being under near-constant scrutiny as women, and being …

A Thematic Analysis Of Parenting Experiences Of Women In Prison, Pious Maedzenge, Dawn Beichner-Thomas

Qualitative Criminology (QC)

Although there is growing literature examining system-involved mothers, little is known about their parenting experiences and coping mechanisms. Using Braun and colleagues’ (2006; 2022) reflexive thematic analysis approach, this qualitative study examines the parenting experiences of forty-four mothers incarcerated in a Midwestern correctional center. The data were gathered from interviews with incarcerated mothers and included accounts of the women’s experiences before and during their incarceration. The narratives illustrate how background experiences (i.e., sexual and physical abuse, drug dependency, and childhood experiences) shape women’s experiences of mothering, perceptions of the effects of incarceration on their children, and reentry plans. Results from …

"Data Can Be Manipulated": How Prosecutors' Attitudes Toward Racial Disparities And Data-Informed Decision-Making Diverge, Maria Arndt, Rachel Silverthorn

Qualitative Criminology (QC)

"Research examining prosecutorial decision-making has grown considerably in recent years. Much of this research is focused on assessing unwarranted disparities in case processing outcomes using administrative case data. Comparatively few studies analyze prosecutors' perceptions using qualitative sources. Additionally, little is known about how prosecutors view their role in reducing racial disparities or how they can use data as a decisionmaking aid despite recent innovations in prosecutorial data collection capacity. The current study addresses this dearth of scholarship by analyzing interview data from two midsized Florida State Attorney’s Offices conducted in 2018. Results suggest two main groups of prosecutors: data-positive and …

"They Say Where There’S Smoke, There's Fire; But Sometimes It's A Self-Induced Fire": Understanding Claims Of Unequal Treatment Among Mexican-American Officers In The Los Angeles Police Department, Roberto Gallardo

Qualitative Criminology (QC)

"Serving as an ethnographic case study and utilizing qualitative interviews, this study focuses on Mexican-American police officers and their perceptions of claims of unequal treatment based on race/ethnicity from other officers. The study finds that officers ideologically stand firmly against racism and discrimination. When non-overt claims of unequal treatment based on race/ethnicity are encountered, officers develop negative perceptions of claiming officers. Officers revert to individualized, merit-based, and other colorblind justifications to interpret and dismiss the claims. It is argued that given the lack of the overt nature of most claims today, facilitated by the most common occupational context in which …

You In Or Out?: Reflecting On Positionality In Gang Research, Sou Lee, John Leverso

Qualitative Criminology (QC)

"Positionality is an important consideration when carrying out research. An effective tool for understanding this process is reflexivity—a continual dialogue that explores the interplay between our identities and how data is collected, analyzed, and interpreted. These reflexive accounts have been used in various disciplines, including criminal justice and criminology. In advancing this important practice, we offer insight into our experiences studying a hard-to-reach population: gangs. Specifically, we document how our insider and outsider identities, as well as the space between facilitated access, were used strategically and informed our interpretations of data. We conclude by encouraging reflexivity within criminology broadly and …

The Dark Plea: One Of The Most Coercive Abuses Of Power Permitted In The Criminal Justice System, Michael P. Donnelly

Et Cetera

Most prosecutions in our criminal justice system are resolved by defendants entering ostensibly knowing and intelligent guilty pleas—often following negotiations with the state—before trial. But during my time as a trial judge, I encountered a different type of guilty plea, procured by the state when an already convicted offender sought to clear his or her name through an application for a new trial based on newly discovered evidence. I believe the “Dark Pleas” secured in these circumstances are one of the greatest abuses of power permitted in the criminal justice process.

This article sets down in writing a speech I …

A Model For Understanding Cedaw’S Impact On Implementing Gender Equality Reforms: Lessons From Canada And India, Amanda L. Stephens

Cleveland State Law Review

This Article provides a model for examining the impact of the Convention on the Elimination of All Forms of Discrimination Against Women (“CEDAW”) on implementing gender equality reforms using Canada and India, two CEDAW State Parties, as case studies. It also explores the influence of heteropatriarchy, deeply-rooted cultural norms perpetuating gender inequality, on hindering CEDAW’s ratification in the United States, as well as CEDAW’s effectiveness in implementing reforms in Canada and India. The analysis showcases how non-governmental organizations (“NGOs”) in these countries have nevertheless achieved limited successes through their mobilization of CEDAW to address specific gender injustices, such as gender …

Hurricane Katrina: When A Crisis Is An Opportunity In Government Innovation For Migration Solutions, Camilo Mantilla

Refugee Law & Migration Studies Brief

No abstract provided.

Human Rights In Texas: Analyzing Operation Lone Star Through A Human Rights Framework, Olivia S. Callan

Duke Journal of Comparative & International Law

In 2021, Texas Governor Greg Abbott launched Operation Lone Star (OLS) under the guise of border security. For over three years, OLS has threatened the lives of migrants and U.S. citizens alike. While advocates have primarily challenged OLS under U.S. state and federal law, this Note examines arguments based on the U.S.'s international treaty obligations, particularly emphasizing the importance of enforcing international mechanisms of accountability. This Note analyzes OLS under three international law treaties the U.S. has ratified: the International Convention on the Elimination of All Forms of Racial Discrimination, the International Covenant on Civil and Political Rights, and the …