Digital Commons Network^™

The Role Of Artificial Intelligence In Reducing Internet Crimes Against Children, Malyssa Shaw

Student Scholar Symposium Abstracts and Posters

When generative artificial intelligence (AI) first surfaced and broke into the public sphere, my immediate concern was in its development, implementation, and harmful applications. I was not surprised when deepfake technology rapidly advanced alongside these new developments and impacted women and children worldwide. Disproportionately, they have been made victims of intimate media forgery as early as the 1990s, with an unprecedented uptick in recent years as a direct result of these developments. In response, I wrote "Deepfake, Real Harm: Protecting Children in the Age of AI", analyzing data specifically regarding child sexual abuse material (CSAM) created with artificial intelligence while …

Embodied Overcrowding And Sensory Tensions: A Carceral Autoethnography Of Philippine Jails, Dwayne Antojado

Ateneo School of Government Publications

In this paper, I undertake a sensorially oriented autoethnography of two Philippine jails, illuminating the visceral textures of carceral life that conventional sociological or criminological discourses often overlook. Drawing inspiration from Jewkes and Young's (2021) examination of Kyoto Prison, I foreground the overlapping realms of sight, sound, smell, and touch, arguing that incarceration is inherently a profoundly embodied phenomenon. By weaving personal reflections, field observations, and broader scholarly insights, I reveal how overcrowded dormitories, suffocating heat, and lingering bodily odours converge to redefine detainees' spatial, temporal, and psychosocial realities in ways rarely captured by quantitative metrics. While mindful of Nelken's …

Understanding Mental Health Crisis Response Through The Lens Of First Responders, Ella Gibson

Student Theses

Responses to mental health crises are becoming an increasingly contentious topic as cases of extreme police violence or fatality during a crisis are publicized in the media. Although first responders’ experiences with mental health crisis response have been explored in prior literature, there remains a lack of research that gathers data from multiple first responder roles and compares their experiences across groups. There is also a significant gap in research examining the perspectives of co-response teams. This study sought to gather qualitative data on the experiences of police officers, EMTs/paramedics, and co-response team members, and to explore their perceptions of …

Red, White-, And Blue-Collar Crime: Federal Sentencing Practices Among White-Collar And Blue-Collar Offenders, Henna Judge

Fordham Law Review

Under the current federal sentencing regime, district courts exercise immense amounts of discretion when sentencing. Though strict adherence to the U.S. Sentencing Commission Guidelines (the “Guidelines”) was once mandatory, courts must now use these Guidelines as an advisory starting point and make a series of fact-specific determinations when sentencing a defendant. Though judicial discretion in this realm aids in preventing undue reliance on Guidelines-range recommendations that can lack nuance, it also invites bias.

In recent years, scholars and courts alike have called attention to a potential disparity in the way blue-collar and white-collar offenders are sentenced. This Note examines relevant …

Disability Rights On Probation And Parole, Alexis Karteron

Michigan Law Review

This Article addresses disability discrimination in community supervision programs, a large—but frequently overlooked—component of the criminal legal system and important contributor to America’s mass incarceration crisis. The long-standing concerns of legal scholars and advocates about disability discrimination in prisons and policing, particularly against people with mental health disabilities, apply with equal measure to probation and parole. This Article examines the experiences of people with intellectual/developmental, cognitive, and mental health disabilities to understand how disability discrimination manifests in probation and parole programs and identifies numerous policies and practices that likely run afoul of two major federal disability rights laws: the Americans …

Disposing Of Misdemeanors: An Empirical Perspective, Cynthia Alkon, Jonathan Marshall, Kyle Chrisman, Lydia Sidhom

Faculty Scholarship

While the U.S. Supreme Court has characterized the criminal legal system as a “system of pleas,” new empirical evidence suggests that, at least for misdemeanors, it is more accurately described as a system of dismissals. This Article draws on New York’s Pretrial Release Dataset, a unique publicly available administrative dataset that, to date, includes over 1.3 million criminal cases with 112 variables, of which 914,521 are misdemeanors. No other state in the country has made comparable criminal case-processing data publicly accessible at this scale. Using this dataset, the Article examines criminal case processing in ways that were not previously possible, …

Identity Salience Of Organizational Culture: The Intersection Of Racial And Occupational Identities In High-Risk Professions, Sarah Espinosa

School of Public Service Theses & Dissertations

Despite decades of effort, issues of race and color in organizations remain unresolved. Representative Bureaucracy (RB) has been a necessary but insufficient response to these challenges. While RB promotes diversity and inclusion, it struggles to address deeper issues of equity and justice, which are seen in the persistence of police brutality, even with increased representation of officers of color. This dissertation will propose a new theoretical approach to address the shortcomings of RB, a framework for the Identity Salience of Organizational Culture (ISOC). The ISOC framework seeks to build beyond RB to explain how the culture of high-risk professions with …

Deterring Prison Versus Police Civil Rights Violations: Legal Challenges, Public Policy, And Institutional Failures, Natalie Kemper

University of Miami Race & Social Justice Law Review

The status of incarcerated individuals falls categorically below that of non-incarcerated individuals in our society, yet most would agree they deserve protection from governmental abuses of power. This Note evaluates the current legal, institutional, political, and societal circumstances that contribute to the immense difficulties faced by individuals alleging civil rights violations under the Eighth Amendment, primarily through the avenue of U.S.C. § 1983. Due to similarities in civil rights claims, this Note compares the barriers faced by incarcerated plaintiffs to those encountered in police misconduct claims, highlighting key discrepancies that undermine accountability and deterrence.

A primary barrier is the significantly …

Fighting Death: A Critique Of Kentucky's Death Penalty System, Pamela R. Goodwine

Kentucky Law Journal

No abstract provided.

The Paradox Of Barring Early-Release Defendants From Section 1983 Relief, Emily M. Puckett

Kentucky Law Journal

No abstract provided.

The Cost Of Our Constitutional Rights: An Examination Of Prison Medical Treatment For Hepatitis-C, M. Abigail Schueler

Kentucky Law Journal

No abstract provided.

Assembly-Line Public Defense, David S. Abrams, Priyanka Goonetilleke

Faculty Scholarship

Each year, millions of Americans rely on public defenders to fulfill their Sixth Amendment right to counsel. Despite being the linchpin of the criminal justice system, public defense remains both underfunded and understudied. This Article provides empirical analysis to contribute to a critical question: How should public defender systems be structured?

Criminal justice advocates, scholars, and the American Bar Association strongly favor vertical representation in public defense. Under this model, a single public defender represents a defendant throughout their case, from their initial appearance through sentencing. The alternative approach—horizontal representation—operates like an assembly line: Different attorneys handle each stage of …

The Nuances Of Prosecutorial Nonenforcement, Meighan R. Parsh, Carissa Byrne Hessick

William & Mary Law Review

The academic literature on prosecutors is divided: Some commentors believe that prosecutors should more aggressively use their ability to decline to bring charges, decreasing the overall number of criminal cases and helping to address the problem of mass incarceration. Others believe that broad prosecutorial nonenforcement poses significant risks to our constitutional order and public safety. While the visibility of this debate has increased—spilling over from the pages of law reviews into political campaigns and headlines—the terms of this debate are at times unclear. Prosecutorial nonenforcement is a multifaceted phenomenon, and discussions about its costs and benefits can obscure necessary tradeoffs …

Waiting For Godot: Thinking About Criminal Law After Mass Incarceration, Jonathan Simon Professor Of Law,

Vanderbilt Law Review

This brilliant set of close observations and careful analyses on some of the most cutting-edge issues arising in criminal law and reform of the criminal-justice system arrives at a time of great uncertainty as to the direction of change in criminal justice in the United States. After roughly a decade of reform and a significant surge in social movements criticizing the excesses of policing and punishment, the national conversation around crime has shifted back toward fear and a preference for "tough" law-and-order policies. Each one of these essays is packed with a great deal of insight and detail about very …

Paying To Punish: How Criminal Legal Debt In Kentucky Extends Beyond The Proportionate Punishment, Morgan King

Kentucky Law Journal

No abstract provided.

“A Plain Denial”: Reclaiming Equal Protection In American Juvenile Law, Addie C. Rolnick, David S. Tanenhaus, Justin Iverson, Danielle L. Silvestri

Seattle University Law Review

Juvenile courts are based on the premise that children are different from adults and should therefore be treated differently. Children may be treated more informally by courts, punished for different purposes, and brought before the court for different behaviors. Since In re Gault, the Supreme Court has been clear that there are limits to how different juvenile courts can be. Juveniles are entitled to many of the same procedural protections as adult criminal defendants, although the Court has preserved some procedural differences where it has determined that their benefit is outweighed by the need to preserve the informality, flexibility, …

Overcrowding The System: Rethinking Juvenile Justice In Washington State, Mckenna White

Seattle University Law Review

The recent crisis at Green Hill School highlights the detrimental consequences of severe overcrowding in Washington State’s Juvenile Rehabilitation system—a problem exacerbated by the implementation of the JR to 25 legislation. This Note argues that the juvenile rehabilitation system, which is currently struggling to manage a wide age range of offenders, necessitates a fundamental rethinking of juvenile justice practices. By examining neurological research indicating continued brain development into the mid-twenties, along with the high prevalence of trauma among justice-involved youth, this Note proposes the creation of a dedicated third system of care within the Department of Children, Youth, and Families …

Neurodiversity In The Courtroom: Expanding Jury Service Accessibility Beyond Physical Disability, Samantha L. Mabe

Seattle University Law Review

The Americans with Disabilities Act has required equal access to jury service for decades; however, efforts to accommodate jurors with disabilities have been slow to develop beyond some minor accommodations for physical disabilities. While neurodivergent people frequently struggle to navigate a world catered toward neurotypical people, jury service remains inaccessible for many neurodivergent people who need accommodations to attend trial and engage in jury deliberations. If courts and advocates do not consider how to develop accommodations to secure the service of neurodivergent jurors, they will miss out on the unique skillsets that neurodivergent people can bring to resolving disputes.

Disabled …

Generative Suspicion And The Risks Of Ai-Assisted Police Reports, Andrew Guthrie Ferguson

Northwestern University Law Review

Police reports play a central role in the criminal justice system. Many times, police reports exist as the only official memorialization of what happened during an incident, shaping probable cause determinations, pretrial detention decisions, motions to suppress, plea bargains, and trial strategy. For over a century, human police officers wrote the factual narratives that shaped the trajectory of individual cases and organized the entire legal system.

This practice is about to change with the creation of AI-assisted police reports. Today, with the click of a button, large language models (LLMs), a type of generative AI using predictive text capabilities, can …

A Call For Canceling Compassionate Release And Restoring Federal Parole, Honorable Chief Judge C.J. Williams

Washington and Lee Law Review

The current federal sentencing scheme is a patchwork quilt of provisions that grant judges virtually unfettered and unreviewable discretion imposing sentences on the front-end and in granting compassionate release on the back end. It was not designed in the beginning to be this way. The advisory-only sentencing guidelines scheme we have now resulted from the Supreme Court’s finding that mandatory guidelines violated the Constitution. The recent sentencing reform movement—of which compassionate release is a significant part—has sought to find ways of ameliorating what is seen as the draconian result of the war on drugs. The question is whether granting Article …

Prosecutor Transparency Project: Racial Disparities Study (Washtenaw County, Michigan), Grady Bridges, J. J. Prescott

Law & Economics Working Papers

This report investigates and estimates racial disparities in prosecutorial decision-making in the Washtenaw County Prosecutor’s Office (WCPO) from 2017 to 2022. The analysis relies on currently available data resources at the WCPO and examines decision-making at four different junctures in the prosecutorial process: 1) case approval (i.e., warrant authorization) and charge selection, 2) habitual-offender designation (under Michigan law), 3) plea bargaining, and 4) diversion and deferral opportunities. Racial disparities appear most visibly at the earliest stages of the criminal justice process, with People of Color substantially overrepresented in the warrant requests the WCPO receives from law enforcement. The data further …

Organizing For Abolition In Ice Custody, Sarah R. Sherman-Stokes

Faculty Scholarship

The final Immigration and Customs Enforcement (“ICE”) detainees were released from the Irwin County Detention Center in early September 2021.² A court did not order the end of ICE detention at Irwin. A social movement, led by people detained at Irwin, had a pronounced impact on the epistemological landscape and changed both normative principles and public opinion.³ Those detained at Irwin organized and acted to create new understanding of law and protect their rights in ways that courts and legislatures could not. This Essay tells the story of that demosprudential project; a dialectic between legal elites and people …

Effects Of Fasd On An Individual’S Life Trajectory, Peyton M. Enders

Master of Arts in Human Services

The consumption of alcohol has been in society for thousands of years. However, the discovery of the impacts of alcohol consumption while pregnant is something that is continuously being learned about. Controversy on the effects of alcohol while pregnant and the level of consumption throughout the last century alone has caused individuals to misunderstand the level of danger that it has on a child. Fetal Alcohol Spectrum Disorder is a multi-layer disorder that causes not only physical deformities but also a change in mental health and cognitive levels of an individual. Throughout any stage of pregnancy a consumption of alcohol …

To Protect And Survive: Acknowledging Adverse Childhood Experiences In Law Enforcement, Melanie Appleman

Master of Arts in Human Services

This literature review explores the influence Adverse Childhood Experiences (ACEs) can have on choosing a helping profession as well as their effect on law enforcement personnel and their ability to cope with occupational trauma. Law enforcement officers are routinely exposed to high-stress, high-risk environments which can exacerbate underlying trauma stemming from early life experiences. Officers with a history of ACEs may be more vulnerable to emotional dysregulation, hyper-vigilance, burnout, and substance abuse which can influence their decision making, relationships, and professional conduct potentially resulting in negative outcomes. Key themes include the identification of risk factors, the development of screening tools, …

August 2025 Annual Report, Perlmutter Center For Legal Justice At Cardozo Law

Perlmutter Center Reports

The August 2025 Annual Report documents the Perlmutter Center for Legal Justice’s work at Cardozo Law during Spring and Summer 2025, highlighting major legal victories, partnerships, student clinical programs, policy advocacy, community outreach, and staff achievements. Prepared for The Laura and Isaac Perlmutter Foundation, it details the Center’s efforts to address wrongful convictions, challenge flawed forensic science, expand pro bono collaborations, and advance criminal justice reform, while also providing staff updates, financial information, and program impact summaries.

Beyond The Face: Examining Legal Regulations For Law Enforcement Facial Recognition Technology, Insun Park

Akron Law Review

No abstract provided.

Advancing Diversity Training For Police Officers Through Community-Based Multicultural Immersion Practices: Recommendations For Law Enforcement Trainers And Managers, Chaunda L. Scott, Jeanetta D. Sims, Charles Wilson .

Journal of the North American Management Society

From 2014 to the present, police shootings with the use of deadly force among communities of color have become a matter of heightened national concern. This study draws on an extensive literature review gathered from open sources, academic journal articles in law enforcement, criminal justice and government documents as well as on key definitional foundations to explore the impact of cultural competence training activities for police officers. Through a case study of primary research, insights are offered from an adult education community-based multicultural immersion program. The authors of this paper argue for the integration of community-based multicultural immersion learning approaches …

The U.S. Drug Policy Hamster Wheel: A Critical Discourse Analysis Of Seattle’S New Drug Ordinance, Hallie Conyers-Tucker

Seattle University Law Review

The author critically examines Seattle’s new drug ordinance using Critical Discourse Analysis (CDA) to reveal how legislative language influences the policy's actual effect. Although the ordinance claims to prioritize diversion and community health, the use of permissive language such as “may” and “shall” grants broad discretionary power to law enforcement and undermines the stated intent. The author situates the ordinance within a broader historical context, highlighting how drug policy in the United States has consistently been shaped by racialized and stigmatizing narratives. Additionally, the author argues that meaningful reform requires reframing the discourse around substance use to support public health …

A New Exclusionary Rule To Protect Bodily Integrity And Discourage Pretext Stops, Josephine Ross

Seattle University Law Review

The author proposes a novel state-level exclusionary rule to reduce racial profiling and protect bodily autonomy during police encounters. The current Fourth Amendment jurisprudence fails to deter pretextual stops and frisks because the exclusionary rule often turns on officer fault and "good faith," allowing racially motivated practices to go unchecked. As federal rollbacks on diversity and data collection hinder efforts to track racial bias, the author argues for a statutory evidentiary rule that automatically excludes drug evidence found during (1) traffic stops, (2) pat-downs for weapons, and (3) consent searches, regardless of an officer’s intent or the legality of the …

Navahine V. HawaiʻI Dept. Of Transportation: The Keiki Will Lead Us, Catherine Smith

Seattle University Law Review

The author analyzes the landmark case Navahine v. Hawaiʻi Department of Transportation, which culminated in the world’s first constitutional climate settlement. Catherine Smith, serving as an expert for the youth plaintiffs, situates the case within Hawaiʻi’s legal tradition of prioritizing children’s rights and intergenerational equity. She explores the evolution of children’s constitutional protections, contrasting Hawaiʻi’s progressive jurisprudence with the dominant adult-centric legal framework on the mainland. She critiques four recurring analytical missteps in U.S. courts that marginalize children’s interests and highlights Hawaiʻi’s public trust doctrine and cultural values, such as the Aloha Spirit, as models for addressing climate-related harms. …