Digital Commons Network^™

All Bets Are On: Addiction, Prediction, Regulation, And The Future Of Financial Gambling, Sharon Rabinovitz, Nizan G. Packin

Fordham Intellectual Property, Media and Entertainment Law Journal

This Article challenges traditional financial regulation by exploring how prediction markets—initially developed as sophisticated tools for collective forecasting—increasingly resemble gambling venues. These platforms, once designed to harness crowd wisdom, have transformed into high-stakes ecosystems where engage- ment-driven features blur the boundary between forecasting and betting. This evolution presents a dual challenge: on one hand, certain platforms, including regulated ones, offer innovative avenues for price discovery and risk hedging; on the other, their gamblified design exposes users to significant behavioral and financial risks.

Through comprehensive empirical analysis of gamblification and self-determination manipulation across five prediction market interfaces, this Article demonstrates how …

Predicting An Uncertain Future: Conservation Easements And The Difficulties Created By Speculative Valuations, Travis L. Strickler

Kentucky Law Journal

No abstract provided.

The Fact-Finders' Dialectic: Beyond Rationalist Optimism And Realist Pessimism, Michael Head

Kentucky Law Journal

No abstract provided.

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 …

Localized Nuclear Utility For Erau Environmental Improvement, Timothy Schroeder, Jacob Blanton, Christopher Anderson

Sustainability Conference

The reliance of Embry Riddle Aeronautical University (ERAU) on energy supplied by Florida Power & Light (FPL), which currently draws large amounts of power from fossil fuel sources, is continuously suboptimal both environmentally and financially. This study proposes assessing the feasibility of deploying a campus scale nuclear reactor tailored to ERAU’s power consumption profile. This serves as a path toward reducing greenhouse gas emissions and limiting dependence on external fossil fuel generation. The methods used are primarily literature review(s), and numerical analysis on comparable use cases. The literature reviews focused on design theory and yield of nuclear reactors on a …

Appropriations By Any Other Name: The Illegality And Unconstitutionality Of Supplemental Environmental Projects, Andrew Olson

Notre Dame Law Review

This Note fleshes out the history of SEPs and the recent arguments against them. First, Part I traces the history of SEPs, from the early use of third-party payments, through the development of formal policies governing SEPs, to the Trump and Biden administrations’ dueling approaches to them. Then Part II explains what’s wrong with SEPs. Expanding on the arguments made in the various Justice Department memoranda, this Note argues that SEPs contravene both the Miscellaneous Receipts Act (MRA) and the Antideficiency Act (ADA). Next, the Note argues that while their illegality might be remedied by statute, SEPs also present deeper—and …

Regulating The Unseen In A Borderless World: Digital Currency And Its Socioeconomic Impact On Industry, Paolina H. Engibegian

University of the Pacific Law Review

No abstract provided.

Llms Are Bad Judges. So Use A Classifier Instead., Jack Kieffaber, Kimo Gandall, Steven Foster, Kenny Mclaren

SMU Law Review Forum

Large Language Models suffer from prompt variance—meaning they’ll give you totally different legal answers depending on how you phrase your question. Jonathan Choi demonstrated this recently when he asked ChatGPT five legal questions, each rephrased 2,000 times, and watched as the bot spat out different answers every time. When you tell somebody that AI is going to replace the judge, the lawyer, and the legal system in the next twenty years, Choi’s article has become the go-to rebuttal; it’s the crown jewel of the “AI bad” genre.

Choi’s absolutely right that LLM’s are bad judges. And, if every AI was …

Technology Transfer In The Implementation Of The Biodiversity Beyond National Jurisdiction Agreement, Christine Nzambi Mulatya

World Maritime University Dissertations

No abstract provided.

Code As Counselor: How Robo-Will Platforms Are Productizing Estate Planning Services, John Speirs

North Carolina Journal of Law & Technology

No abstract provided.

Pesticides, Pollinators, And Producers: The Epa’S New Herbicide And Insecticide Strategies And Illinois Farmers, Jonathan Jerkatis

Northern Illinois University Law Review

The Environmental Protection Agency (EPA) has introduced new herbicide and insecticide strategies to comply with the Endangered Species Act (ESA), a move that will have significant implications for Illinois farmers and endangered species. Illinois, a leading producer of corn and soybeans, relies heavily on pesticides. Unfortunately, these chemicals have been identified as a key driver of monarch and other endangered species population decline. This note examines how the EPA’s new strategies aim to balance species protection with agricultural viability, addressing concerns over financial burdens of compliance, the complexity of the strategies, and a lack of enforcement provisions. While Illinois farmers …

A Schönberg Approach To Devillier V. Texas: Synthesizing Text, Structure, And History Of The Takings Clause, Jordan Fortunati

University of the Pacific Law Review

No abstract provided.

Ai Companions And The Lessons Of Family Law, Clare Huntington

Faculty Scholarship

Virtual friends and lovers powered by artificial intelligence are rapidly moving to the center of our emotional and social lives. Millions of people turn to AI companions every day for conversation, romance, sexual intimacy, therapy, and education. AI companionship holds promise, potentially reducing loneliness, supporting people without access to mental health treatment, helping students learn, and offering a judgment-free space for sensitive conversations. But AI companionship also raises significant concerns. The technology's addictiveness may exacerbate loneliness and can undermine human relationships. Therapy bots may prove more harmful than helpful. AI companions can be emotionally abusive. And their access to the …

Attorneys And Ai: How Lawyers Use Artificial Intelligence And Analyze Its Impacts, Matthew I. Hall, Christian Turner, Eddie A. Gomez Schieber, Nathaniel Kite, Ari Schlesinger

Scholarly Works

AI systems are testing lawyers' professional ethics obligations of competence, confidentiality, and candor. In the legal profession, the widespread availability of AI systems presents opportunities, like improving the review of documents during the discovery stage of a lawsuit, and challenges, illustrated by the handful of high-profile incidents where lawyers submitted legal briefs in court citing and describing fictitious cases based on AI-generated output. We conducted interviews with 44 legal professionals in the U.S. to understand how attorneys are making sense of AI technology and the impacts these technologies are having on their profession, legal ethics, and legal institutions. We describe …

An Assessment Of The Legal Framework For Prosecuting Iuu Fishing In Nigeria, Lydia Salla Kadiri

World Maritime University Dissertations

No abstract provided.

Plastic Pollution In The Arctic Region And International Rules : Applicability And Limitations, Zhanfeng Lang

World Maritime University Dissertations

No abstract provided.

Jurisdiction Of Vessel-Source Pollution In The Eez Under Unclos : A Case Study On China, Yang Zhang

World Maritime University Dissertations

No abstract provided.

Combating Illegal, Unreported And Unregulated (Iuu) Fishing In Argentina : Role Of Argentinian Coastguard As Maritime Authority In Charge Of Law Enforcement, Mario Damian Tiscornia

World Maritime University Dissertations

No abstract provided.

A Gap Analysis Of The Legal Framework For Oil Spills : Management In Nigeria, Yetunde Ajoke Idris

World Maritime University Dissertations

No abstract provided.

Anti-Holistic Algorithms, Itay Ravid

Vanderbilt Law Review

This Article presents a critical tension in modern criminal justice between holistic criminal justice aspirations and algorithmic governance: whether the holistic rehabilitation and reintegration project can survive technological determinism. As criminal legal systems embrace algorithmic risk assessment tools as solutions to address recidivism, this Article reveals a profound epistemological concern: the fundamental incompatibility between viewing offenders as whole persons capable of transformation and reducing them to statistical probabilities within computational matrices. By doing so, it demonstrates how algorithmic mediation fundamentally alters and potentially destroys the holistic message itself.

In establishing this argument, the Article advances in two stages. It first …

Anti-Holistic Algorithms, Itay Ravid

Faculty Publications

This Article presents a critical tension in modern criminal justice between holistic criminal-justice aspirations and algorithmic governance: whether the holistic rehabilitation and reintegration project can survive technological determinism. As criminal legal systems embrace algorithmic risk- assessment tools as solutions to address recidivism, this Article reveals a profound epistemological concern: the fundamental incompatibility between viewing offenders as “whole persons” capable of transformation and reducing them to statistical probabilities within computational matrices. By doing so, it demonstrates how algorithmic mediation fundamentally alters—and potentially destroys—the holistic message itself.

In establishing this argument, the Article advances in two stages. It first identifies the development …

A Fake Friend? Ai Companions Are Exactly That, Seow Hon Tan

Research Collection Yong Pung How School Of Law

In a commentary, SMU Associate Professor of Law Tan Seow Hon discussed how AI companions, which promise emotionally intelligent companionship, have blurred the line between human and machine relationships by mimicking empathy, memory, and affection. She suggested that while such technologies may ease loneliness, they risk fostering narcissism, diminishing real human connection, and replacing authentic friendship with comforting illusions that erode the capacity for love and community.

Is Truth Truth?, James R. Steiner-Dillon

Kentucky Law Journal

No abstract provided.

How Fair Workweek Laws Affect Labor Markets: A New York City Case Study, Joseph Pickens, Aaron Sojourner

Employment Research Newsletter

No abstract provided.

The Key To Acquiring The Language Of Law, Science, And Technology In The Esl College Classroom, Patricia George-Hunter

Journal of English Learner Education

Since vocabulary plays a significant role in second language acquisition, expansive vocabulary targets should be set and pursued. This paper explores the results of introducing affixes to develop vocabulary and increase motivation for beginner to intermediate-level English language learners (ELLs) pursuing academic disciplines in law, science, and technology at a New York City community college. Participants included 23 ELLs with diverse linguistic, educational, and sociocultural backgrounds enrolled in an online synchronous Integrative Language Seminar (ILS) designed to develop all areas of English language proficiency. Pre‑, post‑, delayed tests, questionnaires, and post‑intervention interviews were conducted and analyzed to establish the language …

Air Source And Ground Source Heat Pumps: A Comparison And Analysis Of The Effects Of U.S. Federal And New York Tax Incentives In The Adoption Of Both Systems, Samuel F. De Carvalho

Pace Environmental Law Review

Air-source and ground-source heat pumps have proven to be a valuable mechanism in reducing greenhouse gas (GHG) emissions resulting from fossil fuel-based heating and cooling systems in residences and buildings. This study offers an analysis of the potential impact of federal and state tax incentives on the adoption of ground-source heat pumps (GSHP) and air-source heat pumps (ASHP) for residential heating and cooling purposes, aiming to determine their effectiveness as climate change policy measures. This paper suggests that despite a considerable reduction in the cost of GSHPs compared to ASHPs after the application of the tax incentives, the installation of …

14th International Conference On Business, Technology And Innovation 2025, University For Business And Technology - Ubt

UBT International Conference

Welcome to IC – UBT 2025

UBT Annual International Conference is the 14th international interdisciplinary peer reviewed conference which publishes works of the scientists as well as practitioners in the area where UBT is active in Education, Research and Development. The UBT aims to implement an integrated strategy to establish itself as an internationally competitive, research-intensive university, committed to the transfer of knowledge and the provision of a world-class education to the most talented students from all background. The main perspective of the conference is to connect the scientists and practitioners from different disciplines in the same place and make …

Sticker Shock Due Process, Alex Dougherty Neumann

Duke Law Journal

To address undesirable conduct like infringing a copyright or placing a robocall, legislatures have created statutory causes of action that enable plaintiffs to file private suits. Instead of needing to prove actual damages from a defendant's conduct, many statutory causes of action allow a plaintiff to pursue a predefined damages amount per statutory violation. The damages are known as statutory damages, and their elegance lies in how they scale linearly, or one-to-one, with every violation by a defendant. But in the digital age, where automated technologies can generate millions of violations without human oversight, courts are now confronting monstrous aggregate …

Just Cause Protection Under Manager Discrimination, Joseph Pickens, Aaron Sojourner

Upjohn Institute Working Papers

“Just cause” policies aim to discourage the arbitrary firing of employees. Recent efforts at passing such laws in the U.S. have been motivated by deterring discrimination. This paper presents a framework to study the effects of just cause when managers engage in taste-based discrimination. The framework generates predictions on whether just cause will ease achievement and retention of stable employment by exploiting the timing of separations around a probationary period. Since probationary periods are a typical feature of protections, the approach is generalizable. We test predictions using New York City’s 2021 just cause law for fast-food employees. Using a synthetic …

Digital Gold: The Impact Of Bitcoin Mining On Texas Surface Owners’ Rights, Kenney Broadnax

Oil and Gas, Natural Resources, and Energy Journal

No abstract provided.