Digital Commons Network^™

Digital Dialectic: Why Every “Ai-Generated” Work Has A Human Author, Lea Bishop

FIU Law Review

Are ChatGPT and Midjourney tools or creators? Ownership of billions of AI-assisted creative outputs hangs in the balance. Copyright scholars have long debated whether an autonomous artificial intelligence could qualify as an author, but this remains a hypothetical question. Despite widespread application of the term “AI” to software products of the 2020s, autonomously creative artificial intelligence still does not exist. Today’s commercial AI products—such as ChatGPT, Midjourney, Dall-E, Copilot, Gemini, Claude, Suno, Perplexity, and Lumo—are simply the newest generation of computer software. They do not qualify as “artificial intelligence” in either the scientific or science fiction senses. They are mere …

The Protection Of Geographical Indications Under Comparative Lens: Whether Law Artificially Creates Scarcity Of Goods, Domenico Di Micco

FIU Law Review

The economic principles of supply and demand dictate that market prices are contingent on the conditions under which supply and demand converge. Within this theoretical framework, the concepts of scarcity and abundance assume paramount significance. When goods are scarce, prices tend to escalate, while in cases of abundant supply, prices tend to decline. But what factors determine scarcity and abundance? In many cases, scarcity is inherent to the nature of the commodity (for example, diamonds are rarer than common stones). In other cases, such as geographical indications, scarcity is constructed through the legal denomination associated with the commodity, thereby creating …

Contracting For Innovation In The Global South: Empirical Evidence From Brazil, Pablo Marcello Baquero

FIU Law Review

As innovation cycles accelerate, companies seeking to remain at the forefront of the knowledge economy increasingly partner with sophisticated firms to co-create innovation. These collaborations involving pervasive uncertainty are structured through hybrid contractual arrangements that combine features of market-based independence with those of the close coordination typical of the firm. To date, contracting for innovation has been examined primarily in the context of the Global North. In the United States, the literature has focused on the governance mechanisms that parties employ to continuously define their obligations and mitigate opportunism amid profound uncertainty. In Europe, scholarship on contractual networks or organizational …

The Making Of Egyptian Cotton: An Alternative Narrative Between Empire And Global Capital, Dina I. Waked

FIU Law Review

Egyptian cotton has become a celebrated brand. Referring to cotton as “Egyptian” signals a certain quality, luxury, and durability. Egyptian cotton has, thus, become its own trademark, a signifier of value, and a symbol of national heritage. This image is carefully curated. It is now protected under a licensing scheme of branding and marketing that assures that fraudulently claimed “Egyptian cotton” does not benefit from the added value this geographic location ascribes to it. The Egyptian Cotton Association was thus created 2005 to license and accredit the brand. Part of the curation of the brand image is a historical narrative …

Large Language Scholarship, Alan Rozenshtein, Kevin Frazier

Articles

Generative AI isn’t just coming for the legal academy—the era of what we call “Large Language Scholarship” is already here. Law professors are using AI to write articles in weeks rather than months. Law reviews face an unprecedented deluge of AI-polished submissions. And the judges who increasingly lean on AI to help draft their own opinions will soon struggle to distinguish genuine insight from sophisticated imitation. Yet, existing scholarship offers only fragmented responses, trapped in misguided debates about plagiarism and disclosure while missing the full scope of the unfolding transformation.

This Article provides the first comprehensive analysis of how generative …

Uncharted Waters: Barriers To Ocean Carbon Removal In The High Seas Under Unclos And The Bbnj, Connor Stevens

Vanderbilt Journal of Transnational Law

No abstract provided.

Exploit Machina, Andrea Matwyshyn

Faculty Scholarship

Over half a century ago, Hannah Arendt cautioned us to “think what we are doing” when we build new technologies. Engaging with her counsel and a set of historical case studies, this Article frames what it calls exploit machina problems. Exploit machina refers to situations where broken technologies and broken governance combine to irreparably harm the public. In other words, exploit machina involves organizational choices to knowingly leverage technology as part of legally problematic conduct, including various forms of fraud. In the language of data science, exploit machina situations implicate strategic decisions in building and managing artificial intelligence (AI); they …

Application Paths Of Semantic Modeling In Financial Fraud Detection And Risk Identification, Victor P. Gauthier, Daniel S. Wu

Computer Science Faculty Publications

Financial fraud and risk pose significant threats to economic stability and individual well-being. Traditional detection methods often struggle to keep pace with increasingly sophisticated fraudulent schemes. Semantic modeling, which focuses on understanding the meaning and relationships within data, offers a promising avenue for enhancing fraud detection and risk identification. This review paper explores the application paths of semantic modeling in this domain. We begin with a historical overview of fraud detection techniques, highlighting the limitations of traditional approaches. Subsequently, we delve into core themes, including knowledge graph-based fraud detection and semantic rule-based inference for risk assessment. We then compare and …

The Colorado River: Searching For Solutions In The Face Of Uncertainty: Conference Summary, Emilia Endara, Douglas Kenney

Books, Reports, and Studies

The Colorado River is facing unprecedented change and uncertainty. Average annual flows continue to decline, and negotiations to craft post-2026 guidelines to manage the river have repeatedly bogged down in disagreements about delivery obligations, sharing shortages, and mandatory conservation. While some clarity may emerge in the coming months, the ability to sustain many existing municipal and agricultural water users is already being compromised. Meanwhile, there is growing recognition that a durable resolution must also address the water rights of sovereign Tribal Nations and better integrate environmental values into river management. All sovereigns, stakeholders, and sectors must work together now more …

The Influence Of Scale In Modeling Social Vulnerability And Disaster Assistance, Sina Razzaghi Asl, Oronde Drakes, Eric Tate, Samuel Brody, Wesley Highfield, Kayode Atoba

Political Science & Geography Faculty Publications

Understanding how social vulnerability relates to disaster impacts is critical for addressing social equity, yet the role of spatial scale in this relationship is often overlooked. Most studies use aggregated data, risking ecological fallacy-misinterpreting individual outcomes from group-level data. This study examines how spatial scale influences the relationship between social vulnerability and federal disaster assistance after Hurricane Harvey. Using spatial econometric models at both household and census tract levels, we assessed the strength of key vulnerability indicators in explaining disaster assistance. Results show that disability, housing tenure, household size, and income predict assistance at the household level, but their influence …

Designed Lands©Apes—Ar©Hitecture, Sculpture, Visual Art, Shape, Pi©Torial Work, Or . . . Nothing At All?, Richard H. Chused

Articles & Chapters

This article arises from the saga of the construction and eventual destruction of a landmark landscape architectural work by the well-known artist Mary Miss that was constructed adjacent to the Des Moines Art Center called Greenwood Pond: Double Site. The project’s demise is emblematic of the remarkably ambiguous copyright problems that surround such artistic creations. They do not neatly fit into any category of copyrightable works. Though they may contain sculptural works, their overall designs are rarely totally sculptural. While architects typically draw plans and “sculpt” a landscaped space, the results usually are not “buildings,’ as required by the definition …

William Bacon Oliver Collection, University Of Alabama School Of Law

Manuscript Collections

The William Bacon Oliver Collection consists of books, papers, memorabilia, and clothing from William Bacon Oliver, United States Representative from Alabama.

Howell Thomas Heflin Collection, University Of Alabama School Of Law

Manuscript Collections

The Howell Thomas Heflin Collection documents Heflin's years as legal reformer and Alabama State Supreme Court Chief Justice, as well as his tenure as United States Senator through press clippings, scrapbooks, speech files, audiotapes, videotapes, press releases and statements, newsletters and various printed materials, photographs, negatives, campaign materials, and memorabilia.

Thomas W. Christopher Collection, University Of Alabama School Of Law

Manuscript Collections

This collection includes administrative items regarding UA's School of Law and various personal items and notes from Dean Thomas W. Christopher.

Turner Reavis Collection, University Of Alabama School Of Law

Manuscript Collections

This collection includes documents, photographs, and materials pertaining to the life, career, and extended family history of Turner Reavis (June 18, 1812 - June 13, 1872). Reavis was a businessman, attorney, judge, state senator, and a published author.

Jay Wesley Murphy Collection, University Of Alabama School Of Law

Manuscript Collections

The Jay Wesley Murphy Collection is comprised of personal and professional papers, including arbitration case files, audiotapes, notes, transcripts of classroom presentations and discussions, and books.

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 …

Generative Ai And The Purpose Of Legal Scholarship, Michael L. Smith

Faculty Articles

What does generative artificial intelligence mean for the future of legal scholarship? The topic has been the talk of the town around academic watercoolers. Some legal scholars have tried their hand at producing legal scholarship using generative Al. The accompanying commentary is varied, but advocates for the technology suggest that generative Al may become a common tool for legal scholars, leaving those who refuse to adapt at a severe disadvantage.

In this article, I contemplate a world in which legal scholars routinely use generative Al to produce academic writing. I argue that an instrumental view of legal scholarship's value-a view …

Analysis Of Policies And Incentives For The Successful Implementation Of Hydrogen-Fueled Medium-Duty And Heavy-Duty Vehicles In Humboldt County, California, Alka Verma

Cal Poly Humboldt theses and projects

The 21st century has seen a significant rise in global greenhouse gas (GHG) emissions, with the transportation sector contributing 23% of these emissions. Medium-duty and heavy-duty vehicles (MD/HD) are particularly impactful, accounting for over a quarter of transport-related emissions. In Humboldt County, California, transportation represents 53% of total emissions, with MD/HD vehicles being a major contributor. As light-duty vehicles shift to zero-emission alternatives, the MD/HD sector faces unique challenges. Hydrogen fuel cell vehicles offer a promising solution, providing longer range, higher energy density, and quicker refueling compared to battery electric vehicles (BEVs). These features make hydrogen an attractive option for …

Automated Writer And Acquisition-Condition Classification Of Digitally Captured Handwriting Using Statistical Dynamic Features And Support Vector Machines, Long-Huang Tsai, Hsiang-Ju Lai, Wen-Chao Yang, Jiajun Jiang, Chung-Hao Chen

Electrical & Computer Engineering Faculty Publications

Digitally captured handwriting preserves pen trajectories and dynamic signals, but it also records hardware- and input-dependent properties that can confound forensic interpretation. This study revises a support vector machine (SVM) screening framework using 16,500 samples from 30 writers, 11 writing-content categories, and five acquisition conditions spanning three tablets and stylus or finger input. Twenty-four raw and derived time-series variables were summarized by maximum, minimum, mean, median, and standard deviation, yielding 120 features; the mode statistic was removed. Writing direction and angular velocity were recalculated with atan2-based vector formulas. Unavailable device/API channels were encoded as zero, and Z-score parameters were estimated …

Social Safety And Social Security: Validating Context-Specific Instruments For Slums, Liss D. Romero, Katherine Palacio, Zacheous Ako Abang, Valeria Silgado, Humberto Llinas, Leidy González, Erika Frydenlund, Daniel Bolivar, Jose J. Padilla

VMASC Publications

Social safety and social security are concepts that help explain a community's well-being by assessing how it manages and mitigate existing, or perceived, risks. However, these terms are often conflated, which can limit understanding, particularly in areas with unstable living conditions. This study explores both concepts in the context of residents living in slums. As the number of displaced people grows, slums and informal settlements are becoming increasingly common worldwide, making it essential to clarify these concepts. Residents of slums face numerous hazards, including crime, violence, inadequate housing, overcrowding, and limited access to essential services. To measure social safety and …

Multidimensional Analysis Of Social Discourse On Twitter (X) Around Venezuelan Migration In Columbia, Joseph Martínez, Melissa Miller-Felton, Jose J. Padilla, Erika Frydenlund, Katherine Palacio

VMASC Publications

Colombia has become the principal host of Venezuelan migrants in Latin America, prompting a complex mix of solidarity, anxiety, and discrimination. This study offers a multidimensional analysis of Twitter (now X) discourse on Venezuelan migration in Colombia between 2014 and 2022, using natural language processing, geolocation inference, sentiment analysis, and manual annotation of derogatory terms. Drawing from 7.4 million posts, we examine how online discourse evolves across time, space, and language. While negative sentiment is pronounced in original tweets during periods of political and social unrest, our findings highlight that users tend to amplify neutral and positive messages—over 67% of …

Finding Aid For The Deavours Family Collection

Archives & Special Collections: Finding Aids (alphabetical)

The Deavours Family Collection contains genealogical information about the Deavours and related families.  It also holds material related to Stone Deavours, a lawyer, who served as University of Mississippi Law School Dean from 1930 to 1932.  The collection also includes two nineteenth-century ledgers regarding Garlandsville, Mississippi and the journal of an unidentified Alabama dating from 1860 to 1874.

Brokering Safety, Chinmayi Sharma, Thomas E. Kadri, Sam Adler

Faculty Scholarship

For victims of abuse, safety means hiding. Not just hiding themselves, but also their contact details, their address, their workplace, their roommates, and any other information that could enable their abuser to target them. Yet today, no number of name changes and relocations can prevent data brokers from sharing a victim’s personal information online. Thanks to brokers, abusers can find what they need with a single search, a few clicks, and a few dollars. For many victims, then, the best hope for safety lies in obscurity—that is, making themselves and their information harder to find.

This Article exposes privacy law’s …

The Black Hole Of Capital Gains: Etf Swap Funds, Jeffrey M. Colon

Faculty Scholarship

ETFs have begun to challenge mutual funds as the dominant U.S. public pooled asset vehicle.  Their constant liquidity, exposure to an ever widening range of investment strategies, and highly touted tax efficiency have driven the explosive growth in the assets under management of ETFs over the last 15 years.  The tax efficiency is due to section 852(b)(6), which permits ETFs to distribute appreciated property tax free and eliminate all fund-level taxable gains even while making portfolio adjustments, which mutual funds cannot do.

Fund sponsors have developed various strategies to exploit the benefits of section 852(b)(6), with the newest being the …

The Law And Economics Of Resilience, Doni Bloomfield, Jeff Gordon

Faculty Scholarship

The field of law and economics has long studied externalities, the costs and benefits actors create and yet fail to internalize. But scholars have largely overlooked a set of externalities that lead firms across the economy to systematically underinvest in resilience, with macroeconomically harmful consequences. In this Article, we address this gap with a theory of the law and economics of resilience, by which we mean the ability of markets to reliably and optimally meet demand for goods and services without extreme price fluctuations. 

We argue that corporate resilience is determined by a conflict between two basic forces: the resilience …

If I Only Had The Words (To Tell You): Billy Joel Lyrics In Legal And Medical Scholarship, Seuli Bose Brill, Christian H. Brill

Touro Law Review

Law and medicine are often considered to be among the least accessible professions, partly because of the heavy use of non colloquial jargon. This article examines more than 150 instances in which Billy Joel’s lyrics have been used to improve the accessibility of legal and medical scholarship. Legal and medical professionals have used the words of the “Piano Man” to discuss a variety of topics—everything from civil procedure to property rights and the COVID-19 pandemic to colorectal surgery. Nontraditional communications techniques of this type do not just contribute to the body of legal and medical scholarship; they also help professionals …

Unprecedented Leadership For Unprecedented Times: The Ethical Imperative For Transformational Change In American Higher Education, Andrés Acebo

Touro Law Review

Many eras quietly yield to another while its institutions continue speaking the language of a world that no longer exists. Such moments expose the widening distance between inherited assumptions and emerging realities, between institutional memory and societal need, between what once served the public well and what the future now requires. American higher education has arrived at such a moment. For more than a decade, its challenges have been described through the language of crisis. The prevailing literature has documented enrollment decline, demographic transformation, fiscal instability, technological disruption, political polarization, declining public confidence, and institutional fragility with increasing sophistication. Yet …

Holding The Line On Academic Freedom In Law School Clinics, Ty Alper, Praveen Kosuri, Beth Lyon, Alicia E. Plerhoples, Laura Riley, Robin Walker Sterling

Georgetown Law Faculty Publications and Other Works

Since the emergence of modern clinical legal education, law school clinics have periodically faced political interference in their selection of clients and cases, interference that threatens clinics’ essential dual missions of training practice-ready lawyers and providing legal services to marginalized clients who would otherwise lack representation. While such pressure is not new, contemporary threats differ in scale and institutional form. Today, funding, oversight, and enforcement mechanisms are weaponized in an attempt to discipline universities, heightening institutional anxiety and prompting some universities to contemplate preemptive constraints on clinic autonomy in the name of risk management and reputational protection. This shift to …

Screaming Into The System: The Symbiotic Relationship Between Flannery O'Connor, Violence, And The Criminal Law, Mary Graw

Scholarly Articles

This article argues that criminal violence and the criminal law not only influenced O’Connor’s writing in very specific ways, but that O’Connor’s focus on the marginalized can influence today’s attorneys. The piece explores this symbiotic relationship. Part One discusses O’Connor’s general understanding of her mission as a writer and the utility of violence as a device to advance that vocational mission. Part Two explores the sources of violence generally in O’Connor’s world. Part Three more specifically analyzes how O’Connor utilized actual crimes, and crime in general, to develop her stories. Part Four builds upon that observation to examine how the …