Digital Commons Network^™

Minimax Under Pressure: The Case Of Tennis, Ben Depoorter, Simon Jantschgi, Ivan Lendl, Miha Mlakar, Heinrich N. Nax

Faculty Scholarship

A series of articles has tested von Neumann’s minimax theory against behavioral evidence based on field data from professional sports. The evidence has been viewed and collectively cited as positive evidence that elite athletes in their familiar sports contexts mix well and behave in line with minimax. In this paper, based on open state-of-the-art tennis data and analytics, we shall uncover new and significant evidence against minimax at the very top of the game, where previously, such results had not been obtained. The kinds of behavioral deviations from minimax that we find become apparent, because we enrich the test strategy …

Managing The Cost Of Services For People With Disabilities: An International Approach. Part I: Poland, Dana Pugh, Jaroslaw Richard Romaniuk

Faculty Scholarship

Introduction: The cost of care for people with disabilities is rising, whereas all forms of support for them are decreasing. Countries and communities develop different ways to serve the disabled. We examined the comprehensive state of care from the perspective of cost management of services for individuals with disabilities in Poland. Method: This paper is based on a review of relevant international literature, with a special focus on the situation in Poland. A keyword search was completed in both Polish- and English-language databases. Results: In Poland, people with disabilities usually live with their families, and specialized services are offered outside …

Opportunities To Address Health Disparities In Suicidality For Sexual And Gender Minority Youth In Public Systems, Dana M. Prince, Kathleen Lewis, Peter S. Hovmand

Faculty Scholarship

No abstract provided.

Stress Testing Deep Learning Models For Prostate Cancer Detection On Biopsies And Surgical Specimens, Brennan T. Flannery, Anant Madabhushi

Faculty Scholarship

The presence, location, and extent of prostate cancer is assessed by pathologists using H&E-stained tissue slides. Machine learning approaches can accomplish these tasks for both biopsies and radical prostatectomies. Deep learning approaches using convolutional neural networks (CNNs) have been shown to identify cancer in pathologic slides, some securing regulatory approval for clinical use. However, differences in sample processing can subtly alter the morphology between sample types, making it unclear whether deep learning algorithms will consistently work on both types of slide images. Our goal was to investigate whether morphological differences between sample types affected the performance of biopsy-trained cancer detection …

Neuroplasticity And Creativity: Transformative Potential Of Fibre Arts For Growth And Well-Being, Piper Hutson, James Hutson

Faculty Scholarship

This article explores the transformative potential of fibre arts—such as quilting, weaving, and embroidery—as tools for personal growth, neuroplasticity, and well-being. Drawing on neuroscience and psychology, it demonstrates how engaging with fibre arts stimulates brain regions associated with problem-solving, sensory integration, and adaptability, fostering neural growth and enhancing cognitive flexibility. Fibre arts, through their inherent challenges and opportunities for play, provide a perfect medium for stepping beyond familiar boundaries, cultivating resilience, and reducing stress. This interplay of creativity and tactile engagement is particularly effective due to the historical undervaluation of fibre arts, which makes them novel and accessible mediums that …

Beyond Pathology: Inclusive Mentorship, Accommodations, And Policy Reforms For Autistic Women In The Medical Profession, Piper Hutson, James Hutson

Faculty Scholarship

This article addresses the unique challenges faced by autistic women in the medical profession, particularly in navigating traditional medical frameworks that often marginalize neurodiverse individuals. Drawing from a targeted literature review, this paper highlights the importance of adapting medical curricula, establishing mentorship programs, and reforming policies to foster inclusivity. Autistic women in medicine encounter barriers such as a lack of mentorship tailored to their needs, inadequate accommodations, and systemic bias rooted in the pathologization of autism. The article synthesizes current research to provide evidence-based recommendations that address these barriers. Specific examples of successful mentorship programs demonstrate the critical role of …

The Algorithm Of Fear: Unpacking Prejudice Against Ai And The Mistrust Of Technology, James Hutson, Daniel Plate

Faculty Scholarship

The mistrust of AI seen in the media, industry and education reflects deep-seated cultural anxieties, often comparable to societal prejudices like racism and sexism. Throughout history, literature and media have portrayed machines as antagonists, amplifying fears of technological obsolescence and identity loss. Despite the recent remarkable advancements in AI—particularly in creative and decision-making capacities—human resistance to its adoption persists, rooted in a combination of technophobia, algorithm aversion, and cultural narratives of dystopia. This review investigates the origins of this prejudice, focusing on the parallels between current attitudes toward AI and historical resistance to new technologies. Drawing on examples from popular …

Algotric: Symmetric And Asymmetric Encryption Algorithms For Cryptography – A Comparative Analysis In Ai Era, Naresh Kshetri, Mir Mehedi Rahman, Md Masud Rana, Omar Faruq Osama, James Hutson

Faculty Scholarship

The increasing integration of artificial intelligence (AI) within cybersecurity has necessitated stronger encryption methods to ensure data security. This paper presents a comparative analysis of symmetric (SE) and asymmetric encryption (AE) algorithms, focusing on their role in securing sensitive information in AI-driven environments. Through an in-depth study of various encryption algorithms such as AES, RSA, and others, this research evaluates the efficiency, complexity, and security of these algorithms within modern cybersecurity frameworks. Utilizing both qualitative and quantitative analysis, this research explores the historical evolution of encryption algorithms and their growing relevance in AI applications. The comparison of SE and AE …

Acute Alpha-Glycerylphosphorylcholine Supplementation Enhances Cognitive Performance In Healthy Men, Chad M. Kerksick

Faculty Scholarship

Background: Choline is an essential nutrient required for proper cell functioning. Due to its status as a precursor to acetylcholine, an important neurotransmitter connected to cognition and neuromuscular function, maintaining or enhancing choline levels is of interest. Supplementation with alpha-glycerylphosphorycholine (A-GPC) can maintain choline levels, but its ability to offer support towards cognition remains an area of ongoing research. Methods: Using a randomized, double-blind, placebo-controlled, crossover approach, 20 resistance-trained males (31.3 ± 11.0 years, 178.6 ± 7.3 cm, 84.6 ± 11.4 kg, 15.4 ± 5.6% body fat) consumed either a placebo (PL), 630 mg A-GPC (HD), or 315 mg (LD) …

Exploring The Cognitive Sense Of Self In Ai: Ethical Frameworks And Technological Advances For Enhanced Decision-Making, Emily Barnes, James Hutson

Faculty Scholarship

The burgeoning field of Artificial Intelligence (AI) increasingly focuses on developing systems capable of self-awareness, merging technological innovation with deep ethical and philosophical considerations. This article explores the cognitive sense of self within AI, examining mechanisms through which AI systems may mirror human-like consciousness and self-perception. Despite significant advances, substantial gaps remain in the understanding and practical implementation of self-aware characteristics in AI, particularly in applying theoretical models and ethical frameworks to real-world scenarios. There is a pressing need for comprehensive research to explore these theoretical underpinnings and translate them into operational systems capable of ethical and adaptable behaviors. This …

Reconceptualizing Property Law's Background Principles In Takings Law, Timothy M. Mulvaney

Faculty Scholarship

Both libertarians and progressives celebrated the result in Tyler v. Hennepin County. This Article asserts that this unified celebration has overshadowed the extent to which the Supreme Court’s reasoning calls into question even our most foundational assumptions about the meaning of property and the takings protections the constitution affords to it. Followed to its literal end, Tyler remarkably suggests that owners may well need to ground their expectations in the property laws endorsed by a majority of states rather than in the laws of their own state.

Suspicious that the Court intended such a revolutionary upheaval of the state variations …

Shaping Preferences With Pigouvian Taxes, Gary M. Lucas Jr.

Faculty Scholarship

A Pigouvian tax is a tax that is imposed to correct an externality, which arises when a person engages in behavior that harms others without their consent. Pigouvian taxes are popular among academics—with prominent economists and legal scholars arguing for their imposition on myriad goods and activities that harm third parties, like carbon emissions and alcohol. Policymakers have recently been receptive to at least some of these arguments as evidenced by taxes imposed on or proposed for a variety of externality-generating goods, including guns, plastic bags, and sugary drinks.

The conventional economic rationale for Pigouvian taxes assumes that they affect …

Transforming Fair Use, Glynn Lunney

Faculty Scholarship

In the United States, the fate of fair use, and by extension, copyright itself, hang in the balance. In recent years, courts have disagreed over fair use’s proper scope. On the one side are appellate decisions that interpret fair use broadly. While these decisions do not go so far as to suggest that every reuse is fair, they typically use the talismanic phrase “transformative use” and give it a generous and flexible interpretation. On the other side are appellate decisions that interpret fair use restrictively. While again they do not go so far as to suggest no reuse is fair, …

Intellectual Property, Global Inequality, And Subnational Policy Variations, Peter K. Yu

Faculty Scholarship

This chapter criticizes the oversimplification of the binary North–South debate on intellectual property, innovation, and global inequality and highlights the wide geographic, sectoral, and income inequalities within middle-income countries. It begins by explaining why the arrival of these countries has called into question the North–South debate. The chapter then moves from the widely studied subject of global inequality to the underexplored topic of national inequality. Focusing on the intellectual property context, the discussion highlights the considerable subnational variations in the economic and technological conditions of middle-income countries. To combat national inequality, this chapter concludes by recommending interventions in three areas: …

Section 1: Defining Arbitration And Addressing Structural Bias, Nancy A. Welsh

Faculty Scholarship

The Supreme Court’s jurisprudence pursuant to the Federal Arbitration Act (FAA) has successfully encouraged the use of arbitration to resolve disputes of all types, including those arising out of contracts of adhesion. Meanwhile, with one very limited exception, neither Congress nor the Supreme Court has done anything to assure those bound by adhesive contracts that the required arbitration process will be fair, impartial, and consistent with due process principles. The FAA does not even include a definition of arbitration to guide arbitration providers and individual arbitrators. This chapter proposes the addition of a definition of arbitration to the FAA to …

Enhancing Assessment And Feedback In Game Design Programs: Leveraging Generative Ai For Efficient And Meaningful Evaluation, James Hutson, Ben Fulcher, Jay Ratican

Faculty Scholarship

The integration of generative AI tools in game design education offers promising ways to streamline the grading, assessment, and feedback processes that are typically labor-intensive. In game design programs, faculty often deal with varied file formats, including 3D models, executable prototypes, videos, and complex game design documents. Traditional methods of assessment and feedback, primarily text-based, struggle to provide timely and actionable insights for students. Furthermore, only a small percentage of top students consistently review and apply feedback, leading to inefficiencies. This article explores how generative AI tools can augment these processes by automating aspects of grading, generating more personalized and …

Electrochemical Biosensing Of Cerium With A Tyrosine-Functionalized Ef-Hand Loop Peptide, Sogol Asaei, Geeta Verma, Nicholas S. Sinclair, Julie N. Renner

Faculty Scholarship

The significance of easily detecting rare earth elements (REEs) has increased due to the growing demand for REEs. Addressing this need, we present an innovative electrochemical biosensor, focusing on cerium as a model REE. This biosensor utilizes a modified EF-hand loop peptide sequence, incorporating cysteine for covalent attachment to a gold working electrode and tyrosine as an electrochemically active amino acid. The sensor was designed such that binding to cerium induces a conformational change in the peptide, affecting tyrosine's proximity to the electrode surface, modulating the current. A calibration curve was generated from cyclic voltammetry current peaks at ~0.55–0.65 V …

Interactional Ordering: Reconstructing Lon Fuller's Theory Of Private Law, Shyamkrishna Balganesh

Faculty Scholarship

While Lon Fuller is best remembered for his contributions to the fields of general jurisprudence and contract law, his work in each has long been seen as unrelated to the other. This Article shows that in a significantly underappreciated body of work, Fuller did connect the two and, in the process, developed the outlines of a robust theory of private law, best characterized as “interactional ordering.” Driven by Fuller’s efforts to develop a jurisprudence of form that was derived from conventionalism and natural law thinking, interactional ordering sees all normativity as originating in horizontal interactions between individuals in society, seeking …

Ai Regulation Has Its Own Alignment Problem: The Technical And Institutional Feasibility Of Disclosure, Registration, Licensing, And Auditing, Neel Guha, Christie M. Lawrence, Lindsey A. Gailmard, Kit T. Rodolfa, Faiz Surani, Rishi Bommasani, Inioluwa Deborah Raji, Mariano-Florentino Cuéllar, Colleen Honigsberg, Percy Liang, Daniel E. Ho

Faculty Scholarship

Calls for regulating artificial intelligence (“AI”) are widespread, but there remains little consensus on both the specific harms that regulation can and should address and the appropriate regulatory actions to take. Computer scientists propose technical solutions that may be infeasible or illegal; lawyers propose regulation that may be technically impossible; and commentators propose policies that may backfire. AI regulation, in that sense, has its own alignment problem, in which proposed interventions are often misaligned with societal values.This Article assesses the alignment and technical and institutional feasibility of four dominant proposals for AI regulation in the United States: disclosure, registration, licensing, …

The Right To Inequality: Conservative Politics And Precedent Collide, Jonathan Feingold

Faculty Scholarship

The “end of affirmative action” is the beginning of this story. In Students for Fair Admissions v. Harvard (SFFA), the Supreme Court struck a near fatal blow to race-consciousness. Many institutions have since pivoted to “race neutral alternatives.” This is a natural turn. But one that faces immediate headwinds.

The same entities that demanded Harvard pursue racial diversity through colorblind means have sued public high schools for doing just that. These litigants assert a “right to inequality”—a theory that would pit the equal protection clause against equality itself. Even if normatively jarring, a right to inequality might seem a …

Colonizing By Contract, Emmanuel Hiram Arnaud

Faculty Scholarship

Since 1898, Puerto Rico has been a territory of the United States, meaning that Congress wields plenary power over the Island. Although scholars have highlighted the history and some modern manifestations of this power, conversations about how plenary power affects the territories have largely ignored constitutional criminal procedure.

This Article is the first to center the territory’s criminal legal system within the broader debate over the exercise of plenary power. In doing so, it fills significant gaps in the constitutional and criminal law literature on the territories by uncovering how the federal government’s plenary power affects local criminal adjudication. This …

A Patent And A Prize, Keith N. Hylton

Faculty Scholarship

This paper examines a simple and old question: should innovators receive a patent or a prize? The answer I provide is equally simple: they should receive both. The literature on patents versus prizes has proceeded mostly under the assumption that there should be a choice between a regime of patents and a regime of prizes in which patents fall into the public domain upon award of the prize. There are significant “public choice costs” under the prize plans. By this I mean there are risks of inappropriate transfers to patentees – that is, looting – and of confiscation of patentees, …

Chevron Deference Is Dead, Long Live Deference, Jack M. Beermann

Faculty Scholarship

The demise of Chevron deference standing alone may turn out to be much less important for the future of administrative law and agency regulation than many believe. The Court explicitly approved of deference under the Skidmore factors, which instruct reviewing courts to “resort for guidance, even on legal questions” to “the interpretations and opinions of the relevant agency, made in pursuance of official duty and based upon specialized experience.”8 Further, the Court had already created numerous limitations to the reach of Chevron deference and, as the Court noted, it had not deferred under Chevron in nearly a decade. Chevron deference …

Accelerated Structure Formation: The Early Emergence Of Massive Galaxies And Clusters Of Galaxies, Stacy S. Mcgaugh

Faculty Scholarship

Galaxies in the early Universe appear to have grown too big too fast, assembling into massive, monolithic objects more rapidly than anticipated in the hierarchical Lambda cold dark matter (ΛCDM) structure formation paradigm. The available photometric data are consistent with there being a population of massive galaxies that form early (z ≳ 10) and quench rapidly over a short (≲1 Gyr) timescale, consistent with the traditional picture for the evolution of giant elliptical galaxies. Similarly, kinematic observations as a function of redshift show that massive spirals and their scaling relations were in place at early times. Explaining the early emergence …

Impact Of Coverage And Guest Residue On Polyproline Ii Helix Peptide Antifouling, Rebecca S. Ahn, Henry T. Grome, Sogol Asaei, Geeta Verma, Christina S. Dang, Harihara Baskaran, Julie N. Renner

Faculty Scholarship

Polyproline II (PPII) peptide sequences are recognized as promising biomaterials because of their attractive antifouling properties. However, the mechanisms behind their antifouling behavior have not been fully characterized. In this work we show that PPII peptide coverage, controlled by adsorption time, significantly reduces the fouling of bovine serum albumin (BSA, a model foulant). In addition, guest residues introduced into the PPII sequence are shown to significantly impact BSA adsorption as well as human mesenchymal stem cell (hMSC) spreading. This research will help guide future PPII peptide designs for incorporation into novel biomaterials.

Trisc: Low-Cost Design Of Trigonometric Functions With Quasi Stochastic Computing, Mehran Shoushtari Moghadam, M. Hassan Najafi

Faculty Scholarship

Low-cost and hardware-efficient design of trigonometric functions is challenging. Stochastic computing (SC), an emerging computing model processing random bit-streams, offers promising solutions for this problem. The existing implementations, however, often overlook the importance of the data converters necessary to generate the needed bit-streams. While recent advancements in SC bit-stream generators focus on basic arithmetic operations such as multiplication and addition, energy-efficient SC design of non-linear functions demands attention to both the computation circuit and the bit-stream generator. This work introduces TriSC, a novel approach for SC-based design of trigonometric functions enjoying state-of-the-art (SOTA) quasi-random bit-streams. Unlike SOTA SC designs of …

Nanobubble Contrast Enhanced Ultrasound Imaging: A Review, Pinunta Nittayacharn, Felipe M. Berg, Dorian Durig, Agata A. Exner

Faculty Scholarship

Contrast-enhanced ultrasound is currently used worldwide with clinical indications in cardiology and radiology, and it continues to evolve and develop through innovative technological advancements. Clinically utilized contrast agents for ultrasound consist of hydrophobic gas microbubbles stabilized with a biocompatible shell. These agents are used commonly in echocardiography, with emerging applications in cancer diagnosis and therapy. Microbubbles are a blood pool agent with diameters between 1 and 10 μm, which precludes their use in other extravascular applications. To expand the potential use of contrast-enhanced ultrasound beyond intravascular applications, sub-micron agents, often called nanobubbles or ultra-fine bubbles, have recently emerged as a …

Bayesian Model Projecting Cardiovascular Disease Related Mortality Trends In The United States, Salil V. Deo, Sadeer Al-Kindi, Pedro R.V.O. Salerno, Antoinette Cotton, Yakov Elgudin, Sanjay Rajagopalan

Faculty Scholarship

BACKGROUND: As future cardiovascular disease mortality trends have public health implications, we aimed to project ischemic heart disease (IHD), cerebrovascular disease (CeVD), and heart failure (HF) mortality rates for adults (40–79 years). METHODS AND RESULTS: In this population-level study, we linked the yearly mortality rates (per 100 000 US residents) (2000– 2019) with IHD, CeVD, or HF as the primary cause of death from the Centers for Disease Control and Prevention Wide-Ranging Online Data for Epidemiologic Research with the midyear US population estimates (2000–2035) for adults (40–79 years). We calculated the observed age-standardized mortality rates (2000–2019) (per 100 000 residents) …

Law, Fact, And Appellate Review, Adam N. Steinman

Faculty Scholarship

For centuries, courts have been called upon to distinguish between law and fact. That distinction played a key role in recent Supreme Court decisions on two critical components of appellate review. Dupree v. Younger considered an important question regarding what a party must do at trial to preserve an issue for appellate review. And Google LLC v. Oracle America, Inc. addressed how to select and apply the standard of appellate review--specifically, whether and how the appellate court must show deference to particular decisions made at the trial level.
Both decisions were partially right. Dupree correctly focused on whether certain early …

Reconstructing Citizenship, Jenny E. Carroll, James Jeter

Faculty Scholarship

In our republican democracy, voting is a central right of citizenship. Yet millions of voters are routinely disenfranchised as a result of convictions or because their carceral status creates barriers to voting. In the past decade, academic scholarship has focused on the impact of disenfranchisement based on conviction. This work has mapped the legal and social implications of policies that deny voting rights to over five million otherwise eligible voters nationwide. Yet this work has some gaps. First, by focusing solely on conviction-based disenfranchisement, the existing scholarship has largely ignored fatal barriers to voting created (and at times perpetuated) by …