Digital Commons Network^™

Muth's Law: Anticipating Ai Model Collapse, Karl T. Muth

The University of Cincinnati Intellectual Property and Computer Law Journal

No abstract provided.

Molecules And Monoclonals: The Two-Tiered Patent System, Candi L. Lasarge Ph.D.

The University of Cincinnati Intellectual Property and Computer Law Journal

No abstract provided.

Pooling Responsibility: Incentivizing Cable Owners To Safeguard The Global Undersea Network, Kevin Frazier

The University of Cincinnati Intellectual Property and Computer Law Journal

No abstract provided.

Generative Ai Training And Fair Use: Can Chatgpt Turn Your Favorite Meme Into A Stupid Ghibli Animation?, Liam Donovan

The University of Cincinnati Intellectual Property and Computer Law Journal

No abstract provided.

Policing The Perils Of Online Dating: Harassment, Scams, Dark Patterns, Monopoly, And Perverse Incentives, Kevin Chamow

The University of Cincinnati Intellectual Property and Computer Law Journal

No abstract provided.

University Of Minnesota Morris Commencement 2026, Communications And Marketing

UMM Commencement

The University of Minnesota Morris's sixty-third commencement, Saturday, May 9, 2026, 1:30 PM.

Fighting Like A Girl: The Trauma, Power, And Resistance Of Heroines In Young Adult Fantasy, Sara L. Chappell

ATU Theses and Dissertations 2021 - Present

This thesis examines the evolution of female rage in young adult fantasy literature, focusing primarily on Sarah J. Maas’s Throne of Glass series while drawing comparisons to other contemporary heroines. It argues that female rage is not a sign of instability but a politically meaningful response to trauma and systemic oppression. Using trauma theory, affect theory, and narrative identity theory, this project traces how Aelin Ashryver Galathynius’s rage develops from a physiological survival response into protective care, political resistance, and ultimately reclaimed agency. Early in the series, her anger emerges as dissociation and emotional shutdown shaped by trauma and institutional …

Incorporating Sustainable Strategies And Practices Into The City Improvements Plan Of Madisonville, Kentucky To Better Suit It For The Changing World, Cade R. Howell

Honors College Theses

This project aims to make the case for city improvements in Madisonville, Kentucky by using successful strategies implemented by other cities across the region. These strategies include sidewalk improvements, the installation of roundabouts and parking garages, increased walkability and beautification, and a restructuring of the types of cars predominantly used in the area. The strategies would be implemented from least expensive to most expensive, and in a way that gets the communities involved as much as possible. By using these strategies, Madisonville can better prepare itself for a more sustainable future.

Spring Commencement, 2026, Marshall University

Marshall University Commencement

Program for the Commencement of Marshall University, Saturday, May 9, 2026 held at the Mountain Health Arena in Huntington, West Virginia.

176th Commencement, Spring 2026

Commencement Programs

Commencement program (graduate and undergraduate exercises) for spring 2026

Exploring The Stress Coping Strategies Of Indonesian Elementary School Teachers: A Qualitative Phenomenological Study, Anak Agung Gede Agung, I Ketut Gading, Basilius Redan Werang, Ni Luh Putu Agetania

The Qualitative Report

Teachers play a pivotal role in delivering quality education and shaping students’ future lives. The growing demands and responsibilities on teachers can lead to physical, mental, and emotional exhaustion, which threatens their well-being—a condition commonly referred to as work stress. Our study aimed to explore the strategies used by elementary school teachers in Bali Province to cope with work-related stress. This study adopts a qualitative research approach with elementary schools in Bali Province, Indonesia, serving as the research setting. A phenomenological research design was employed, involving 25 purposively selected teachers as participants. Data were collected through semi-structured interviews and analyzed …

The Design And Manufacturing Process Of The Concealed Shelf, Mary-Del R. Jansen

Honors Theses

The Haley Barbour Center for Manufacturing Excellence (CME) at the University of Mississippi challenges students to manufacture a product and put forth a balanced manufacturing line in a senior capstone project. The chosen product was a concealed shelf, or a shelf with a hidden compartment. The team aimed to design a product, formulate a project plan, analyze the market, conduct financial analysis, develop a prototype, establish a manufacturing process, and demonstrate that process in two production runs. The team used tools such as Computer Aided Design (CAD), market surveys, jig creation, and line balancing to accomplish these tasks. After two …

Development Of A Putting Green Manufacturing Process, Tabitha R. Webster

Honors Theses

Our Capstone project investigates the end to end design, development, and production of a 6‑foot long portable putting green marketed for individuals seeking a high quality, competitively priced golf product for home or office use. The capstone project examines the full lifecycle of product creation applying manufacturing principles learned through the center of manufacturing’s coursework. From the initial concept through engineering design, market research, prototyping, manufacturing optimization, and final production the project emphasizes cross‑functional collaboration across engineering, business, and accountancy majors. Methods used to gather data included marketing surveys, CAD drawings, time studies during production runs, value stream mapping, and …

The Design And Manufacturing Process Of The Concealed Shelf, Clarence A. Matthews Iv

Honors Theses

The Haley Barbour Center for Manufacturing Excellence (CME) at the University of Mississippi challenges students to manufacture a product and put forth a balanced manufacturing line in a senior capstone project. The chosen product was a concealed shelf, or a shelf with a hidden compartment. The team aimed to design a product, formulate a project plan, analyze the market, conduct financial analysis, develop a prototype, establish a manufacturing process, and demonstrate that process in two production runs. The team used tools such as Computer Aided Design (CAD), market surveys, jig creation, and line balancing to accomplish these tasks. After two …

Various Cases Studies On Kraft Heinz, Thomas Sowell, And More, Aidan K. Bitting

Honors Theses

This thesis is composed of various case studies that were completed throughout the course of the Honors Accounting 420 class. Over the course of the school year, these cases covered diverse topics related to accounting and finance. Each case has a different format which requires different solutions. Some cases were focused on the analysis of a 10-K, while other cases were focused on the effects new laws and regulations can have on the way a company conducts business.

Most of the cases were completed in groups. This helped emphasize the importance of teamwork and collaboration. The groups varied case by …

From Exploitation To Healing: Mental Health And Resilience Among Native American Survivors Of Sex Trafficking, Katelin A. Stoebner

Honors Thesis

The mental health impacts of sex trafficking on Native American survivors and pathways to resilience are important to understanding healing. Native Americans are disproportionately affected by sex trafficking due to systemic inequities, historical trauma, and socioeconomic vulnerability. Using interviews with 47 Native survivors conducted as part of a larger Office on Violence Against Women project, this study analyzes the mental health challenges and recovery strategies identified by participants. Findings reveal that survivors commonly experience significant psychological effects, including post-traumatic stress disorder (PTSD), depression, and anxiety. Among participants, PTSD emerged as the most frequently reported condition, followed by depression and anxiety, …

The Paradox Of Perfection: Hidden Risks Of High-Performing Ai In Human-In-The-Loop Governance, Chen Zhong, Alper Yayla, Xueping Liang

Proceedings of the Cognitive Innovation Conference (CognoCon)

As AI systems achieve near-perfect accuracy in high-stakes decision-making domains, governance frameworks risk overlooking a critical paradox: superior AI reliability may render human oversight ceremonial rather than functional. This paper presents a theoretically grounded experimental research design to investigate Automation Complacency—the cognitive degradation of human vigilance triggered by sustained streaks of accurate AI outputs. Grounded in Dual-Process Theory and the competency trap literature, we hypothesize that consistent AI reliability shifts operators from analytical (System 2) to heuristic (System 1) processing, significantly impairing error detection when AI eventually fails. Using a simulated phishing detection task (N=200), we plan to test how …

Llms Are Not The Answer Relevant Ai For Business Transformation, Christopher Simpkins

Proceedings of the Cognitive Innovation Conference (CognoCon)

AI hype is driving AI failure. Hype-driven focus on LLM-centric AI products – which in reality have few practical applications – is causing businesses to miss out on the real opportunities offered by the breadth of AI that is more relevant to their problems. In this position paper I provide a definition of AI that focuses on the kinds of problems AI can solve and a brief introduction to the broad field of AI. I then explain at a high level why LLMs fall short of their hype and always will, as a consequence of fundamental technical limitations. Within the …

Agentic Implementation In Business Processes With Guardrails, Kunal Kumar

Proceedings of the Cognitive Innovation Conference (CognoCon)

Enterprises are increasingly adopting Large Language Models (LLMs) to enhance automation in document driven workflows. However, their probabilistic behavior raises challenges related to governance, auditability, and regulatory compliance. This work proposes an agentic automation framework that integrates LLM-based cognitive services with Robotic Process Automation (RPA) to enable intelligent document processing while preserving determinism and traceability. The architecture separates probabilistic interpretation from deterministic execution, using LLMs for bounded information extraction and RPA for rule-based orchestration, validation, and audit logging. To mitigate risks associated with nondeterministic AI behavior, the framework incorporates guardrails such as structured prompting, confidence thresholds, human-in-the-loop review, and comprehensive …

Care, Control, And The Racial Regulation Of Black Women’S Reproduction In American Medicine, Rheya K. Wilk

Honors Thesis

Black women in the United States continue to experience disproportionately high rates of maternal mortality, negative reproductive healthcare experiences, and documented disparities in medical treatment. From slavery through the twenty-first century, American medicine has repeatedly positioned Black women’s reproduction as a site of regulation, rather than care, making medical mistrust among Black women a rational response to a long history of institutional conflict embedded in American medicine. Drawing on medical history and bioethical analysis, this thesis traces reproductive abuse across distinct, yet connected, eras. Beginning with antebellum gynecological experimentation on enslaved women, it demonstrates how racialized assumptions about pain and …

Seeing Through Walls: Applications And Ethical Implications Of Wi-Fi-Based Human Pose Estimation, Landon D. Johnson

Honors Thesis

Wi-Fi-based sensing has emerged as a promising passive monitoring method, exploiting Channel State Information from commodity wireless hardware to infer human presence, motion, and physiological signals without cameras or wearable devices. This thesis presents a structured technical survey and critical evaluation of Wi-Fi-based human pose estimation, examining the signal processing foundations, machine learning architectures, and evaluation practices that define the current state of the field. The survey traces the field's development from coarse activity recognition to fine-grained skeletal inference, critically evaluating architectural trade-offs and identifying evaluation limitations that complicate assessment of real-world readiness. Healthcare and security applications are examined as …

From Configuration To Cognition: A Self-Configuring Agentic Crm Architecture For Small-Scale Retail Enterprises, Praveen Manimangalam

Proceedings of the Cognitive Innovation Conference (CognoCon)

Artificial intelligence (AI) has significantly enhanced enterprise-scale customer relationship management (CRM) systems; however, small-scale retail businesses remain structurally excluded from these advancements due to configuration complexity, technical overhead, and limited digital capabilities. This paper introduces a Self-Configuring Agentic CRM (SC-ACRM) architecture designed to eliminate configuration barriers in micro-retail contexts. The framework operationalizes Intent-to-Schema automation, translating natural-language business intent into structured operational models and reducing configuration debt embedded in traditional metadatadriven systems. The architecture further incorporates adaptive agentic orchestration and Cognitive Infrastructure Elasticity, enabling dynamic policy adjustment under demand volatility while preserving human-supervisory governance. Using an agent-based simulation of a multi-SKU …

Hierarchical Multi-Level Llm Agent Swarms For Financial Research Synthesis And Trading Decision Support In Multi Strategy Hedge Funds, Puneet Gandhi, Rishab Gulati

Proceedings of the Cognitive Innovation Conference (CognoCon)

"There will be no software in the future that's not agentic. And so, it is absolutely true that every software company will become an agentic company.”- Nvidia’s Jensen Huang. As various companies grapple with agentic architectures suitable to their firm environments, we present a hierarchical agentic architecture geared towards Multi Strategy hedge funds. Multi-strategy hedge funds operate within highly complex and rapidly evolving information environments. Trading decisions emerge from layered organizational structures in which sector specific teams continuously consume heterogeneous data sources. Sr. Portfolio Managers synthesize information to allocate capital towards high-conviction opportunities. As the volume and diversity of financial …

Creating It Capabilities In Workflow Automation With Unstructured Data, Gary J. Braswell

Proceedings of the Cognitive Innovation Conference (CognoCon)

Service organizations increasingly seek to automate customer service workflows, yet most customer communications arrive as unstructured data, such as email and chat. Although large language models (LLMs) offer new possibilities for interpreting such data, their non-deterministic behavior creates reliability risks that can undermine automation performance, as error rates as low as 10% can cause automated flows to perform worse than manual ones. This research discusses how firms can build IT capabilities that convert LLM-based interpretation of unstructured data into reliable automated customer service workflows. Using the Resource-Based View (RBV) as the theoretical lens, the study examines how knowledge sharing and …

Increasing Photocatalytic Activity Of Tio₂ Nanocrystals With Cobalt Dopants And Nio Heterojunctions, Lara A. Haack

Honors Thesis

Carbon emissions and fossil fuel usage has increased dramatically in recent decades, and the need for renewable energy has grown with it. Photocatalytic processes on titanium dioxide (TiO₂) nanocrystals may be used for solar energy driven production of fuel/oxidizer pairs. Many different methods have been developed to increase the effectiveness of TiO₂ in photocatalysis, including dye sensitization, quantum dot sensitization, doping with metals and non-metals, and the surface attachment of cocatalyst materials. Impurity dopants are not susceptible to photo-bleaching or degradation and judicious selection of cocatalyst materials can lead to robust all-inorganic heteronanocrystal photocatalysts: whereas, the use of molecular dye …

Exploring The Neural Correlates Of Motor Learning, Brooklyn R. Thomas

Honors Thesis

The left anterior supramarginal gyrus (aSMG) is recognized as a fundamental cortical region involved in the mastery of skilled tool-use. Although various research studies have revealed that anodal transcranial Direct Current Stimulation (atDCS) over the cortex has the potential to boost manual dexterity, the impact of stimulating the aSMG is less understood in relation to the learning process. Within this study, there was a chopstick-based marble task to discover if atDCS applied to the left aSMG was capable of facilitating the acquisition of a novel motor skill. Concurrent electroencephalography (EEG) was used to measure the changes in neural synchrony within …

Distribution, Habitat, And Fish Assemblages Associated With The Rocky Shriner In Arkansas, Savannah L. Wise

ATU Theses and Dissertations 2021 - Present

The Rocky Shiner (Notropis suttkusi) is a minnow species endemic to the Red River and its tributaries in southern Arkansas and Oklahoma. This species is petitioned for listing under the Endangered Species Act and is a species of greatest conservation need (SGCN) in Arkansas. However, there is little information for the species’ distribution, habitat use, and ecological niche, especially within the Arkansas portion of its range. Because of this data gap, my study provides an updated description of its distribution and habitat associations using conditional occupancy modeling and explores patterns of species co-occurrence within the community. I sampled …

Determining Cave Presence And Diet Variation Of The Ozark Big-Eared Bat (Corynorhinus Townsendii Ingens) From Guano Dna, Lark E. Sybrant

ATU Theses and Dissertations 2021 - Present

The Ozark big-eared bat (Corynorhinus townsendii ingens; OBEB) is federally endangered in Arkansas, where it persists in a few small, geographically restricted populations within the Ozark National Forest. Although the region contains many caves that appear suitable for OBEB, expanded survey efforts are needed to locate additional roost sites for monitoring and protection. Effective conservation also requires a clear understanding of their distribution and diet. Traditional cave surveys can be disruptive and often miss cryptic species, and earlier diet studies based on manually sorting prey remains provided only coarse taxonomic resolution and overlooked soft‑bodied insects. To address these …

Beyond Accuracy: Machine Learning Models For Predicting Presence Of Permanent Molar Caries In U.S. Children And Adolescents With Fairness Consideration, Pritam Deb, Lin Li, Christina R. Scherrer

Faculty Articles

Background

Although predictors of dental caries have been previously explored, a comprehensive understanding of factors influencing permanent‐molar decay in U.S. children and adolescents, especially with respect to racial and ethnic biases remains limited. This study aims to develop and evaluate machine‐learning (ML) models incorporating algorithmic fairness to predict caries in permanent molars.

Methods

Data from the National Health and Nutrition Examination Survey (NHANES) were analyzed, using the 2011–2014 cycles for training and validation and the 2015–2016 cycle for testing. The primary outcome was decayed, missing, and filled teeth (DMFT) in at least one permanent molar, dichotomized to represent the presence …

The Indifference Of Support Between Men And Women Within Collegiate Sports, Taylor N. Lawrence

Media Projects

This study examines differences in support between men’s and women’s sports at Southern Illinois University-Carbondale. Through interviews with athletes and coaches, it provides valuable insights into how these differences are perceived and experienced within the university’s athletic community. The study also highlights areas in which the institution is making progress toward promoting fairness, equity, and inclusion in collegiate sports.