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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 …

Education, Evaluation, And Impact Of A Delegation Learning Session In The Care Pair Model, Tiffany M. Whitney

Doctor of Nursing Practice Projects: College of Nursing

The persistent nurse shortage is forcing the health sector to think about the way care is provided, and teams collaborate. One model, the Care Pair Model (CPM), pairs registered nurses (RNs) with nursing assistants (NAs) to distribute responsibility and provide patient care in a timely manner and with the best quality. Even though the model encourages working together effectively, many nurses still find it difficult to delegate to uncertainty, lack of confidence, or communication barriers. Improving these abilities is essential for fostering trust, ensuring a smooth workflow, and providing for patient and provider needs.

This Doctor of Nursing Practice (DNP) …

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 …

A Compilation Of Accounting Studies And Analyses, Ashley Mason

Honors Theses

Over the course of two semesters in ACCY 420, under the instruction of Dr. Victoria Dickinson, my team and I were given a company and tasked with creating an operational plan and audit plan to account for the solution we developed. These case studies required us to research the topic and to also reflect on what we have learned in previous accounting classes. In each of these cases, my team and I researched the topics, proposed a solution, developed a presentation, and then argued our solution to a panel of accounting and business professionals. These experiences strengthened my public speaking …

Design And Production Of A Carbon Fiber Longboard, Julia H. Stradinger

Honors Theses

This thesis contains an overview of the design, prototyping, and manufacturing of a carbon fiber long board. The purpose of this capstone was to create a viable product for the real-world market and then determine how to manufacture it at scale with sustainable financial practices. In order to accomplish this task, engineering, accounting, and manufacturing challenges had to be overcome throughout all stages. The production process involved the carbon fiber layup, baking, water jet cutting, and assembly of the carbon fiber longboard. In order to optimize this process, continuous improvement and lean manufacturing problem solving techniques were applied. After a …

Center For Manufacturing Excellence Capstone Project: Critter Catchers, Wilson R. Eatherly, Sophie C. Smith, Joyce W. Nkanor

Honors Theses

The Haley Barbour Center for Manufacturing Excellence annually presents seniors with the opportunity to do a capstone project that encapsulates their skills learned throughout undergraduate coursework. The interdisciplinary teams are made up of engineering, accounting, and business students. These students bring their skill sets together to come up with a business plan for the project they have been placed on. This team, Critter Catchers, chose to manufacture non-lethal animal traps meant to be a safe alternative to traps on the market that may injure animals. The trap was made primarily out of wood and operated by means of a pressure-triggered …

Case Studies In The Accounting World, Brady J. Halloran

Honors Theses

This paper represents an accumulation of cases during a year of course work through the Professional Research and Development Thesis Program at the University of Mississippi under the supervision of Dr. Victoria Dickinson. The program includes a class that spans two semesters. The purpose of the class is to administer cases to the students that will allow them to research and discuss real-world examples and experiences within the accounting industry. The eight case studies that are included in this paper cover a wide range of political, legal and financial topics that businesses have recently dealt with. Through performance of these …

Manufacturing Process Of A Wooden Tortilla Press: Idea To Production, Olivia R. Marque

Honors Theses

The purpose of this thesis is to document the design, development, and manufacturing of a wooden tortilla press completed as a capstone project through the Center for Manufacturing Excellence (CME). Following the technical details of this thesis is a personal reflection by one team member, Olivia Marque. The project follows a structured product development process that begins with problem definition and concept development, progresses through design, prototyping, and jig fabrication, and culminates in a full production run on the CME shop floor. A multidisciplinary team, including engineers, a marketer, and an accountant, collaborates throughout the project to support both technical …

Accounting In Action: The Examination Of Audit, Tax Policy, Economic Ideology, And Corporate Strategy, Luke S. Angle

Honors Theses

This thesis presents a comprehensive examination of financial reporting, auditing, tax policy, and corporate strategy through a structured series of case studies conducted over an academic year. The primary objective of this investigation is to develop an applied understanding of how accounting concepts function in real-world business environments and how financial information informs decision-making by investors, regulators, and corporate management. Each case study explores a distinct area of financial reporting, including the analysis of public company disclosures, the evaluation of regulatory developments, the consideration of economic ideology, and the assessment of strategic business decisions.

The methodology employed in this study …

Accounting In Practice: An Analysis Of Real-World Business And Regulatory Case Studies, Claire E. Coursey

Honors Theses

This thesis consists of several accounting case studies completed throughout two semesters of Honors Accountancy 420 under the direction of Dr. Victoria Dickinson. The projects combined both individual and group work and focused on applying accounting knowledge to real-world business situations and current events. Each case study required research, analysis, and evaluation of topics related to financial reporting, auditing, regulation, and corporate operations. Throughout the fall semester, the case studies introduced a variety of accounting and business topics that helped develop research, analytical, and communication skills. During the spring semester, the primary focus shifted toward analyzing the potential impact of …

Large Language Models As A Detector For Political Deepfakes, Gracie L. Roberts

Honors Theses

The advancement of generative artificial intelligence has allowed for the creation of highly realistic political deepfakes, posing significant threats to democratic integrity and trust in governmental institutions. This study investigates the effectiveness of Large Language Models (LLMs) as detectors for political deepfakes, specifically exploring their ability to address the transferability, interpretability, and robustness limitations inherent in traditional detection systems.

The research was conducted in four steps including data collection, model selection, experimental testing, and evaluation. Two datasets were used in this study. The first dataset uses 833 fake images from the Political Deepfake Incidents Database (PDID) and 833 real images …

A Compilation Of Accounting Case Studies, George R. Vandyke

Honors Theses

This thesis has been composed throughout the process of taking the Honors Accounting 420 class. This class spans two semesters and helps students understand certain aspects of financial accounting and related areas. These cases range from what may be involved in an audit to examining a company and how certain new laws may affect its business operations.

The information gathered for this was through group work and collaboration to achieve the common goal of completing each case. The cases varied from week to week, as well as the people with whom you would be working. This led to many different …

Manufacturing Of A Wooden Tortilla Press: Idea To Production, Glenn H. Walker

Honors Theses

The purpose of this thesis is to document the design, development, and manufacturing of a wooden tortilla press completed as a capstone project through the Center for Manufacturing Excellence (CME). The project follows a structured product development process that began with problem definition and concept development, progressed through design, prototyping, and jig fabrication, and culminated in a full production run on the CME shop floor. A multidisciplinary team, including engineers, a marketer, and an accountant, collaborated throughout the project to support both technical development and manufacturing execution. Project planning and scheduling were established early and maintained throughout the project to …

Design And Production Of A Carbon Fiber Longboard, Vince Fichtel

Honors Theses

This thesis contains an overview of the design, prototyping, and manufacturing of a carbon fiber long board. The purpose of this capstone was to create a viable product for the real-world market and then determine how to manufacture it at scale with sustainable financial practices. In order to accomplish this task, engineering, accounting, and manufacturing challenges had to be overcome throughout all stages. The production process involved the carbon fiber layup, baking, water jet cutting, and assembly of the carbon fiber longboard. In order to optimize this process, continuous improvement and lean manufacturing problem solving techniques were applied. After a …

Of Corporations And Compliance: Accountancy Case Studies And An Exploration Of Future-Oriented Action In Corporate Accounting, Nathan K. Woo

Honors Theses

This thesis compiles several case studies completed under the direction of Dr. Victoria Dickinson during the 2024–2025 academic year for the fulfillment of requirements imposed by Accountancy 420: Independent Study. The first semester (Fall 2024) involved four research cases. The first case involved analysis of AMC Entertainment’s annual report (10-K) for the purpose of identifying pertinent financial statement information and creating risk-mitigation strategies. The second case pertained to the January 2024 Corporate Transparency Act and its effect on reporting companies. The third case centered around analysis of the relationship between environmental, social, and governance (ESG) issues and public accounting. Finally, …

Accy 420 Financial Reporting Casework And Class Takeaways, Davis C. Brewer

Honors Theses

In my practicum class during my junior year at the University of Mississippi, Dr. Dickinson assigned eight case studies over the course of our Accountancy 420 course. These case studies involved several different topics, many regarding financial reporting. This included a wide range of topics such as the Corporate Transparency Act, ESG regulations, asset theory, and most importantly the new Make America Healthy Again (MAHA) regulations. Throughout the year guest speakers would come to class and discuss working in the accounting industry, as well as answer any questions that we might have. During this time, we learned how to analyze …

Manufacturing Process Of A Wooden Tortilla Press: Idea To Production, Colleen Nolan, Ben Bird, Olivia Marque, Emma Palmer, Hayden Walker

Honors Theses

The purpose of this thesis is to document the design, development, and manufacturing of a wooden tortilla press completed as a capstone project through the Center for Manufacturing Excellence (CME). The project follows a structured product development process that began with problem definition and concept development, progressed through design, prototyping, and jig fabrication, and culminated in a full production run on the CME shop floor. A multidisciplinary team, including engineers, a marketer, and an accountant, collaborated throughout the project to support both technical development and manufacturing execution. Project planning and scheduling were established early and maintained throughout the project to …

Accounting Practicum, Vincent A. Vavra

Honors Theses

This thesis consists of eight case studies and assignments completed over two semesters in Accountancy 420 under the guidance of Dr, Dickinson. These assignments were completed both collectively as part of a group and individually. These assignments and case studies explored a wide variety of topics related to accounting both directly, including research into the financial statements of multiple companies and audit methods, to more indirect effects such as examining the lives of political figures and economists. These assignments involved in-depth research into various topics in order to better understand how these topics may connect in real-world accounting and business …

The Design And Manufacturing Process Of The Concealed Shelf, Joshua Harvel

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 …

Cases In Accounting Contexts, Carson T. Kimble

Honors Theses

This thesis examines a series of eight applied case studies that explore contemporary issues in accounting. Rather than focusing on a single research question, this project is a broad set of accounting situations completed through a yearlong thesis class under the guidance of Dr. Victoria Dickinson. These cases explored technical skills, professional judgement, and analytical reasoning in the accounting profession. These cases required professional research, including analysis of financial statements, review of regulations, and evaluation of academic sources. The work also emphasized collaboration among classmates and application to real-world scenarios. The thesis explored a variety of challenges that accountants encounter …

Analysis Of Accounting Through Case Studies, Emily M. Ward

Honors Theses

This thesis looks at accounting principles though a series of case studies. The primary case study used from three parts includes examining Post Holdings financial statements, regulatory impacts, and assurances processes. This case aims to explore how companies operate, report their financial information, and respond to external pressures. The first part of the case involves evaluating the company’s structure, operations, and financial statements. The second part examines industry threats and opportunities, particularly regarding the current Make America Healthy Again agenda under the Trump administration. The third part looks at potential audit plans to enhance decision making. Through this process, the …

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 …

How National Trends Impact Accounting, Greyson Antes

Honors Theses

The following thesis contains eight accounting case studies performed throughout the 2024 academic year concerning a multitude of topics like the “Make America Healthy Again” movement and other related themes impacting the accounting industry. During these projects, students were randomly assigned to different groups to work on case studies. There were five miscellaneous cases covering different accounting topics that ultimately culminated into the final topic in the spring semester. This final topic contained three large case studies, all with the same group, investigating how the “Make America Healthy Again” (MAHA) movement would impact the audit plan for Kellanova, a snack …

Honors Accounting Thesis, John Cordia

Honors Theses

This thesis includes a variety of topics related to public accounting. I completed a series of six case studies completed during the Accountancy Honors Professional Development course at the Sally McDonnell Barksdale Honors College. In this course, Dr. Victoria Dickinson often challenged her students to “think like an auditor.” The variety of cases coupled with the auditor mindset allowed me to gain a brief understanding of financial reporting and public accounting before I had any practical experience. In the group cases revolved around Home Depot and General Mills, we analyzed their 10-ks, pulled relevant information from reliable sources, and developed …

The Impact Of Financial Literacy On Young Adults, Ellie Katherine Prince

Senior Honors Theses

This literature review examines the impact of financial literacy on tax knowledge among college students, emphasizing how limited financial education contributes to broader financial instability. Research consistently shows that young adults from ages eighteen to twenty-five possess low levels of financial literacy, which leads to poor budgeting, inadequate retirement planning, risky consumer behavior, and increased financial stress as they transition into adulthood. Studies involving national financial literacy assessments, workplace performance data, and college-level surveys highlight the long-term consequences of insufficient financial education, especially for vulnerable demographic groups. Notably, the review identifies a strong connection between financial literacy and overall financial …

Development Of A Putting Green Manufacturing Process, Jose Andres Cepeda Santiago

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 controlled documentation …

Design And Production Of A Carbon Fiber Longboard, Jacob T. Williams

Honors Theses

This thesis contains an overview of the design, prototyping, and manufacturing of a carbon fiber long board. The purpose of this capstone was to create a viable product for the real-world market and then determine how to manufacture it at scale with sustainable financial practices. In order to accomplish this task, engineering, accounting, and manufacturing challenges had to be overcome throughout all stages. The production process involved the carbon fiber layup, baking, water jet cutting, and assembly of the carbon fiber longboard. In order to optimize this process, continuous improvement and lean manufacturing problem solving techniques were applied. After a …

The Design And Manufacturing Process Of The Concealed Shelf, Mexrojiddinbek Sattorov

Honors Theses

This document contains information regarding the design and build process of the Concealed Shelf, which is a furniture product with hidden storage capability. First, the team members decided on the design of the product, followed by market analysis and manufacturing feasibility. Lean manufacturing principles were applied to improve the process efficiency and reduce waste.

Multiple prototypes were built with varying raw materials and locking mechanisms. Jigs and fixtures were handcrafted to ensure more consistent product quality. Two production runs were conducted to evaluate performance and identify areas for improvement.

The final design includes economic considerations, manufacturing layout, and continuous improvement …