Digital Commons Network^™

From Scrolls To Algorithms: A Critical Analysis Of Generative Ai, Digital Preservation, And Ranganathan’S Normative Philosophy, Madhu K S

Book Chapters

The paper discusses the developments in human information access across three historical paradigms including physical scarcity, digital abundance, and synthetic algorithmic mediation with Generative AI. History is discussed with the philosophical aspects of Floridi’s Philosophy of Information, Christine Borgman’s Digital Scholarship Framework, and S R Ranganathan’s Normative Library Science. This conceptual paper explores the transition from finding documents to creating answers with AI it has changed human thinking and reliability on information. This transition has changed how people believe and trust the source of information. This paper looks at the material ethics regarding how commercial large language models (LLM) are …

Legal Shifts And Judicial Inconsistencies In Strict Liability After The Omnibus Law: A Critical Analysis Of Indonesian Environmental Law For Responsible Mining And Esg Compliance, Nurul Listiyani, Khenza Atthaya Namira Yulianto

Journal of Environmental Science and Sustainable Development

The legal significance of strict liability in mining arises from the sector’s capacity to generate technically complex, diffuse, and long-latency environmental harm that is difficult to address through fault-based litigation alone. This study aims to evaluate how the post-Omnibus Law reformulation of Article 88 of Law No. 32 of 2009 has affected the doctrinal autonomy, judicial consistency, and practical enforcement of strict liability in Indonesian environmental law. The research used normative doctrinal legal research including statutory, case-law, conceptual, comparative, and evaluative analyses. The data cover the 2009–2025 period and consist of two core statutory formulations of Article 88, the Job …

On A Collision Course: The Twenty-First Amendment, The Dormant Commerce Clause, And Physical Presence Laws, Burke Craighead

St. Mary's Law Journal

No abstract provided.

Cognitive Resilience At The Edge: Hyperdimensional Computing Versus Deep Learning For Hardware-Degraded Rf Classification, Adrian B. Cisneros, Jeong Yang

Military Cyber Affairs

Autonomous Collaborative Combat Aircraft (CCA) operating in contested electromagnetic environments must classify Radio Frequency (RF) signals on edge silicon that degrades over the mission lifetime due to thermal stress, radiation, and manufacturing variation. Deep neural networks dominate RF classification on pristine hardware, but their weights are precise and interdependent, causing catastrophic accuracy collapse as the underlying chip ages. We investigate whether Hyperdimensional Computing (HDC), a brain-inspired paradigm that distributes information across thousands of dimensions, can provide a reliability floor where Deep Learning fails. Using the RadioML 2016.10A dataset filtered to five digital modulations relevant to drone command-and-control links, we trained …

From Framework To Toolchain: Implementing Zero Trust Architecture In Cloud-Native Environments For Dow Compliance, Shelby C. Snyder

Military Cyber Affairs

Federal agencies face a fiscal year 2027 target for enterprise-wide Zero Trust deployment, but NIST SP 800-207A defines logical components without identifying the Kubernetes technologies that implement them. This paper proposes a three-tier mapping of the Policy Engine, Policy Administrator, and Policy Enforcement Point to service mesh, microsegmentation, and perimeter tooling, stating the criteria by which each component is classified. It then applies a defined rubric to six Zero Trust vendors across component alignment, Kubernetes capability, federal authorization posture, and evidence quality, finding that no single vendor covers all three tiers. The mapping is a testable architectural proposition; a Stage …

Letter From The Director: Mastery In Practice, Joseph Schafer

Military Cyber Affairs

No abstract provided.

Beyond Transformational Leadership: The Moderating Role Of Leader Hexaco Personality Traits In Fostering Psychological Safety In Law Enforcement, Daniel Q. Lentz

Doctoral Dissertations and Projects

Law enforcement agencies struggle to recruit and retain officers due to lack of public support, criticism, and declining well-being, which raises stress levels. While operational stress affects officers, organizational stress is more damaging. Transformational leadership can help create a psychologically safe work environment, but research on this link is limited and mixed. This study examined how each HEXACO personality trait (Honesty-Humility, Emotionality, Extraversion, Agreeableness, Conscientiousness, Openness) moderates this relationship, drawing on social exchange and attribution theories. Conducted in U.S. law enforcement agencies, a survey assessed officers' perceptions of their leader’s transformational style, HEXACO traits, and psychological safety. Moderation and mediation …

Differentiated Instruction For Gifted Students In A North Carolina Title I School System: A Case Study, Kristal Land

Doctoral Dissertations and Projects

The purpose of this case study was to explore the differentiation of instructional methods used for cluster-grouped gifted students in third through eighth-grade regular education classes at TCSS, a Title I school in North Carolina. For the research, differentiation for cluster-grouped gifted students was defined as students who have been identified as gifted and are grouped together, typically in clusters of three to more than 10 students in a regular education setting. In this environment, teachers differentiate instruction to meet the advanced learning needs of their students. The theory guiding this study is Gardner’s theory of multiple intelligences. Multiple intelligences …

Response To Reviewers — Emancipations Symposium On Profit And Power, Ronen Palan

Emancipations: A Journal of Critical Social Analysis

No abstract provided.

The Age Of Intangible Assets: Thoughts On Palan’S Profit And Power, James K. Galbraith

Emancipations: A Journal of Critical Social Analysis

No abstract provided.

“Don’T Tell Me To Keep Doing What I’M Doing, When I’M Risking My Life Trying To Get You To Do Your Job”: Thoughts On The Politics Of Distance, Anonymous Author

Emancipations: A Journal of Critical Social Analysis

No abstract provided.

Eviscerating The State: An Update, Jean L. Cohen

Emancipations: A Journal of Critical Social Analysis

A year after the publication of her article “Eviscerating the State: The New Oligarchic and Authoritarian Project to Undermine American Constitutional Democracy (Emancipations, Vol.4: Iss.2, July 2025) Jean Cohen looks again at the threats to American constitutional democracy posed by new oligarchic and authoritarian actors in the economy, the state, and society.

From Monopoly To Orchestration: The Hilltop And Farm Youth And The Changing Organization Of State Coercion - The Israeli Case, Idan Yaron

Emancipations: A Journal of Critical Social Analysis

Drawing on more than a decade of ethnographic fieldwork – as a social anthropologist, studying the Far Right in Israel, on the ground, and through intimate and prolonged relationships with opinion leaders and rank-and-file activists – this essay examines the Hilltop and Farm Youth in the West Bank to reconsider Charles Tilly's influential account of state formation and the organization of coercion. It asks a simple but troubling question: why would a powerful modern state, fully capable of suppressing autonomous violent actors, sometimes allow them to persist? I argue that Tilly's theory should be confirmed, adapted, and amended. His fundamental …

Uneven And Combined Fascism: A Postapocalyptic Perspective, Daniel Loick

Emancipations: A Journal of Critical Social Analysis

This essay develops the concept of “uneven and combined fascism” as an alternative to dominant liberal approaches that understand fascism primarily as a future rupture or return of the European past. Analogizing the crisis of democracy with environmental crisis, it argues that fascism, like ecological catastrophe, should be understood as an ongoing and differentially distributed condition: already present for some while remaining latent or emergent for others. The essay develops this claim by consulting approaches of "postapocalyptic environmentalism" as well as thinkers and activists from the Black Radical Tradition, particularly the analyses of Aimé Césaire and the Civil Rights Congress’s …

Border Fascism And The Fascistization Of Society, Nicholas P. De Genova

Emancipations: A Journal of Critical Social Analysis

The massive destruction and social dislocation wrought by capitalist crisis has culminated, historically, in the brutal cataclysms of fascism and other forms of authoritarian rule. Today, across the globe, we are confronted with the aggressive advance and entrenchment of a variety of such authoritarian political projects. Anxious discourses about ascendant fascism have become perfectly mainstream. These developments command our acute attention and critical analysis. This essay addresses these dire questions and the conceptual vexations surrounding the concept of fascism, particularly as it has been elaborated in various Marxist analyses.  Specifically, much of the debate around fascism as an analytical category …

Guardians In Orbit: Legal Justifications And Limits Of Defensive Satellite Operations, Yurika Ishii

International Law Studies

The deployment of “bodyguard satellites”—spacecraft designed to autonomously detect and counter hostile space objects—has moved from classified capability development to explicit national security policy across a growing number of States. This article examines the circumstances under which interference with another State’s satellite may be legally justified under international law, analyzing several possible grounds: self-defense under Article 51 of the UN Charter, forcible countermeasures, non-forcible countermeasures, and necessity. Drawing on a survey of national space defense policies, jurisprudence of the International Court of Justice, and the law of State responsibility, the article reaches two principal conclusions. First, across all justificatory frameworks, …

"How Do I Design My Law Course?": A Quick Guide For New Professors, Steven Arrigg Koh

Faculty Scholarship

How do professors start teaching law? This question is a particular challenge for new law professors, who often lack resources for course design. Written from the perspective of a recently tenured law professor, this Essay offers four major categories of decisions: semester structure, classroom, final exam, and “professorial personality.” It argues that, for each decision, reasonable minds can differ. This Essay also provides some personal reflections on the decision-making to illustrate how one professor might weigh various considerations in course design. A final Appendix is a checklist for new professors.

Fifty Years After Estelle V. Gamble—Where Does Carceral Health Law Go From Here?, James René Jolin, Jenean Docter, Benjamin A. Barsky

Faculty Scholarship

Fifty years ago, the US Supreme Court decided Estelle v.Gamble—a landmark case commonly known for establishing a duty on the government to provide health services to incarcerated people, whether before or after conviction. In this column, we offer a brief critical reappraisal of Estelle by reviewing its demanding legal standard and identifying a set of related litigation barriers that stymie the availability of relief in federal court. Given these constraints, we argue for a carceral health law paradigm that moves beyond the current, dominant focus on litigation.We use Medicaid law and policy as a case study to explore the …

Developing A Deep Learning-Based Artificial Intelligence System For Detecting Scientific Misinformation On Digital Platforms, Shorouq Al-Awawdeh, Ayah Al- Jafari

Middle East Journal of Communication Studies

Objectives: This study develops and evaluates an Arabic scientific misinformation detection system by fine-tuning AraBERT-base-v2. It examines the effects of early stopping and input sequence length on model performance, interprets selected linguistic characteristics associated with misleading content, and discusses the limitations of using machine-translated data.

Methodology: The study adopted a mixed-methods design, employing a systematic integration of quantitative and qualitative approaches, supported by an interpretive qualitative reading. The initial database consisted of 23,546 records, including 123 Arabic articles collected from the Akeed, Sheek, and Taqeen platforms, and 23,423 foreign-language records drawn from the GossipCop and PolitiFact collections within FakeNewsNet. After …

Getting A Special Education: Parents, Lawyers, And The Politics Of Disability In Postwar Pennsylvania, Emma Gabriel

Swarthmore Undergraduate History Journal

This paper explores the relationship between white parent advocates in Pennsylvania and public interest lawyers, whose litigation efforts legitimized the construction of an implicitly white disabled class in the mid-twentieth century. This analysis sheds light on the ways in which school reform became a key element in the simultaneous construction and renegotiation of intellectual disability and race in the postwar era, and foregrounded the adoption of the Individuals with Disabilities Education Act (IDEA) in 1975.

Agents, Inc., Kevin Werbach

Villanova Law Review (1956 - )

No abstract provided.

Highway Robbery: The Eleventh Circuit Correctly Finds Fbar Willful-Violation Penalties Subject To The Eighth Amendment In United States V. Schwarzbaum, Claire Borland

Villanova Law Review (1956 - )

No abstract provided.

Video Killed The Privacy Star: How The Sixth Circuit's Cabined Interpretation Of "Consumer" In Salazar V. Paramount Global Risks Gutting The Vppa's Privacy Protections, Nadine Fernando

Villanova Law Review (1956 - )

No abstract provided.

More Than A Call: Why The Martha Wright-Reed Act Falls Short In Reforming Prison Communication, Carrington Wilkes

Georgia Criminal Law Review

In response to widespread criticism of exploitative prison communication costs, Congress enacted the Martha Wright-Reed Just and Reasonable Communications Act of 2022 (the “Act”). This legislation tasked the Federal Communications Commission (“FCC”) with establishing fair rates for phone and video calls made by inmates in jails, prisons, and immigration detention centers. While the Act marks a critical step in reducing financial burdens on incarcerated individuals and their families, it does not cover other widely used communication methods, such as electronic messaging, emails, and tablet-based platforms. These newer services remain largely unregulated, enabling private companies to impose excessive fees due to …

Manipulation Leading To Criminalization: The Need To Expand Georgia’S Survivors First Act, Taylor Hoying

Georgia Criminal Law Review

Nicole was seventeen when she met Juan, and they began a romantic relationship. “He was gorgeous and he had charm. I just wanted someone in my life to show me attention . . . .” He suggested that she start seeing other dates for money and sent her out onto the streets. Seven months later, when Nicole was raped by a john, Juan beat her, pepper-sprayed her, and put her in a cold shower for three and a half hours. If Nicole had been told to see another john the next day and was arrested for prostitution, would the arrest …

Sit, Stay, Overturn: How New Canine Science Is Challenging Courtroom Convictions, Kerolls Gadelrab

Georgia Criminal Law Review

Courts increasingly rely on cadaver dog evidence in criminal trials, treating canine alerts as a reliable form of forensic evidence. This naive acceptance of cadaver dog evidence, coupled with courts’ continued application of out-dated admissibility standards, threatens to perpetuate wrongful convictions in an era of rapidly advancing scientific understanding. This Article argues that courts must develop a new framework for evaluating cadaver dog evidence that incorporates modern scientific research on ca-nine olfaction and scent detection capabilities. While scholars have extensively analyzed various forensic evidence standards post-Daubert, the literature has largely over-looked how recent scientific advances in understanding ca-nine olfaction should …

Officer-Created Jeopardy In Corrections: Rethinking Use-Of-Force Review After Barnes V. Felix, Dr. Hayden Smith

Georgia Criminal Law Review

Courts typically evaluate correctional uses of force by zooming in on the last seconds before impact, asking what an officer reasonably perceived at the “moment of threat.” That frame obscures a basic feature of jail and prison operations: officers’ pre-force tactical choices often create or sharply heighten the risks that force is later used to manage. Building on Barnes v. Felix’s rejection of a rigid moment-of-threat rule and the broader state-created-danger line, this Article argues that officer-created jeopardy should be treated as a central component of constitutional and institutional review in corrections. It shows how Barnes, read alongside DeShaney, Kingsley, …

Deepfakes, Deep Trouble: Navigating Legal Boundaries For Child Pornography Prosecution In The Age Of Ai, Alexandra Hoffman

Georgia Criminal Law Review

This Comment explores the evolving legal landscape of child pornography law as it pertains to “nudify” apps and other AI-generated content. It examines foundational cases in child pornography law that allowed child pornography materials to bypass First Amendment constraints, the “lascivious exhibition” standard, and recent precedents allowing courts to prosecute morphed images. This Comment analyzes the viability of prosecuting “nudify” images, arguing that a holistic approach focusing on the child’s overall harm is the best analytical framework rather than one that solely focuses on the sexual nature of the image. In doing so, it emphasizes that the identifiability of the …

Ai-Supported Analysis Of Jury Deliberation Impact Factors, Jennifer Siciliani Phd

Generative AI Teaching Activities

Students conduct a controlled, two-run generative AI jury simulation to examine how a single socio-legal variable affects simulated jury deliberation. They compare and manually code the AI-generated outcomes against peer-reviewed human jury research to evaluate the model’s accuracy, limitations, and potential biases.

The First Amendment Does Too Much To Protect Child Predators: An Examination Of Child Erotica Under First Amendment Jurisprudence, Michael Fuccile

Seton Hall Journal of Legislation and Public Policy

No abstract provided.