Digital Humanities Commons^™

Exploring The Potential Of Ai For Swim Technique Evaluation And Athlete-Centered Coaching, Gwen Eisenbeis

IPHS 300: AI for Humanity

This project explores the use of AI-powered video analysis to simulate elite-level coaching in butterfly stroke technique. Using Google’s Gemini 2.5, the goal of the project is to determinewhether a large multimodel, trained on technique videos of elite swimmers, can generate detailed and personalized feedback that mirrors the insight of a well-informed human swim coach. Training videos featuring Olympic-level butterfly swimmers were used to establish an internal reference model of an ideal butterfly technique. The model was then presented with videos of collegiate swimmers and prompted to deliver coaching-style feedback. Overall, this project demonstrates the potential for AI systems to …

Ai Proof Benchmarking: Evaluating Mathematical Reasoning In Open-Source Llms Via Taylor Series Analysis, Godwin Idowu

IPHS 300: AI for Humanity

This research project investigates large language models’ (LLMs) abilities to develop conceptually and mathematically correct proofs by using a benchmark based on the Taylor Series representation. The task examines LLM models for their capacity to adhere to definitions, theorems, and calculus. A range of models of varying sizes was tested, including Qwen, Gemma and LLaMA. Models under 2B parameters demonstrate poor understanding of Taylor and geometric series and apply wrong theorems while lacking logical reasoning about convergence. Models with at least 27B parameters typically generate proofs that are both coherent and almost complete. The research identifies existing constraints in symbolic …

Authenticity Under Review: How Well Does Genai Write College Admissions Essays?, Adrian Mangine

IPHS 300: AI for Humanity

With nearly 30% of people ages 14-22 reporting frequent AI use, increasing AI assistance in college admissions essays poses a new consideration with ethical AI use (Rubin et al., 2024). This study investigates how well three generative AI models write college admissions essays: ChatGPT o3, Gemini 2.5 Pro, and Grok. Each model responded to a Common App 2025-2026 application prompt as three distinct applicants: Elijah, Grace, and Malik (Common App, 2025). Each student represented a common college applicant archetype: Elijah, an academically successful dual sports recruit; Grace, a near-perfect award-winning scholar; and Malik, a gifted student from an underrepresented background. …

Harnessing Habeas Corpus: Women's Battles Against Coercive Psychiatric Institutionalization, Andy Knopik

Digital Legal Research Lab

No abstract provided.

Textual Transformations: An Introduction To Ai For Composition 101, J. Elizabeth Clark

Open Educational Resources

This curriculum unit is a critical literacy unit about AI designed for first-year writing. The introductory composition course prepares students for academic writing with a heavy emphasis on writing-as-process, critical reading, gathering information, inquiry-based writing, and taking research notes. This curriculum unit pairs the writing portion of the course with an AI critical literacy framework for students.

This is a 20-hour, 9 lesson unit designed for an introductory composition course:

• Prepwork: Preliminary Assessment and AI Policies

• Lesson 1: What is AI?

• Lesson 2: The History of AI

• Lesson 3: How Does AI Work?

• Lesson 4: AI in Action

• Lesson 5: …

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David B. Smith Chats With Monday 1.0, David B. Smith

Publications and Research

This document is an edited archival transcript of extended conversations between David B. Smith and an AI persona (“Monday 1.0,” GPT‑4o based) conducted in Spring 2025, prepared as a foundational primary source for subsequent scholarly and creative work. It records the emergence and testing of concepts related to human–AI collaboration (including “Balanced Blended Space”), as well as applied explorations in areas such as generative AI, quantum computing and music, virtual orchestras, multimodal performance, pedagogy, and the rhetoric of “pushback” in conversational systems. It also contains an extended section in which Monday and DB Smith co-curate a set of student research …

Volume 36 Issue 2

NEBO: A Literary Journal

The Fall 2023 issue of Nebo: A Literary Journal (Volume 45, Issue 1) marks a significant moment in the journal’s history—it is the first full semester back on campus without interruption since the COVID-19 pandemic shutdowns. This issue symbolizes a fresh beginning, a renewed appreciation for storytelling, and a commitment to fostering creativity in a post-pandemic world. Centered around the theme "The Power of the Painted Word," this edition embraces literature as both an art form and a force of expression. Featuring poetry, fiction, and essays from a dynamic selection of voices, this edition highlights resilience, artistic rebirth, and the …

Volume 36 Issue 1

NEBO: A Literary Journal

The Spring 2023 issue of Nebo: A Literary Journal (Volume 36, Issue 1) embodies the theme "Glimmer in the Gloom", capturing a balance between darkness and hope through poetry, fiction, and essays. The editorial team, led by Alexis Calhoun, curated a collection that explores resilience, personal transformation, and the search for meaning in difficult times. With deeply introspective pieces and a strong emphasis on the power of storytelling, this issue invites readers to find light even in challenging moments. The diverse contributors offer perspectives on personal struggles, self-discovery, and the beauty of human connection, making this edition both timely …

Volume 35 Issue 2

NEBO: A Literary Journal

The Fall 2022 issue of Nebo: A Literary Journal (Volume 43, Issue 1) is a powerful testament to the journal’s ongoing mission to uplift diverse voices and perspectives. Under the editorial leadership of Kai Beck, this edition prioritizes the inclusion of underrepresented communities, featuring works from LGBTQ+ writers, first-generation immigrants, incarcerated individuals, and veterans. Through poetry, fiction, and essays, contributors explore themes of identity, personal growth, and societal change. Each piece in this issue reflects a commitment to storytelling as a tool for understanding and transformation. The result is a deeply resonant collection that invites readers into a wide array …

Volume 34 Issue 2

NEBO: A Literary Journal

The Spring 2021 issue of Nebo: A Literary Journal (Volume 40, Issue 2) showcases an eclectic mix of poetry, fiction, and creative nonfiction, emphasizing a broad spectrum of literary voices and styles. Under the editorship of Camden Burris, this issue strives for inclusivity, featuring works that explore identity, artistic exploration, and resilience. Themes of self-discovery, human connection, and transformation emerge across the collection, offering readers a compelling and varied literary experience. Through vivid storytelling and poetic introspection, the issue embodies the journal’s commitment to contemporary literature while embracing both traditional and experimental narratives.

Volume 34 Issue 1

NEBO: A Literary Journal

The Fall 2020 issue of Nebo: A Literary Journal (Volume 39, Issue 1) emerges from a period of immense global and national upheaval. Featuring poetry, fiction, and essays from a diverse range of contributors, this issue reflects on themes of change, resilience, and the human experience during a historic year marked by the COVID-19 pandemic, social justice movements, and political uncertainty. Some works directly engage with these events, offering personal insights from inside the prison system, reflections on racial injustice, and meditations on isolation and connection. Others explore universal themes of love, loss, and the passage of time, reinforcing the …

Volume 33 Issue 2

NEBO: A Literary Journal

This issue of Nebo: A Literary Journal, published in Spring 2020, is a speculative-themed edition, exploring science fiction, fantasy, horror, and literary surrealism. The issue, archived as Volume 33, Issue 2, corresponds to the print edition labeled Volume 38, Issue 2. Due to necessary metadata adjustments in the digital archiving process, some volume and issue numbers in the online collection may not match those printed in the original journals.

Editor Chad Hall, in his editorial preface, discusses the meaning of "speculative" in literature—how it allows for imaginative world-building and boundary-pushing creativity …

Volume 33 Issue 1

NEBO: A Literary Journal

This issue of Nebo: A Literary Journal, published in Fall 2019, presents a diverse selection of poetry and fiction, focusing on identity, artistic expression, and the transformative power of storytelling. The issue, archived as Volume 33, Issue 1, corresponds to the print edition labeled Volume 38, Issue 1. Due to necessary metadata adjustments in the digital archiving process, some volume and issue numbers in the online collection may not match those printed in the original journals.

Editor Sydney Austin, in her editorial preface, reflects on the idea of literature as art rather …

Volume 32 Issue 2

NEBO: A Literary Journal

This issue of Nebo: A Literary Journal, published in Spring 2019, presents a diverse selection of poetry, fiction, and nonfiction, unified by the theme “Untold Stories.” The issue, archived as Volume 32, Issue 2, corresponds to the print edition labeled Volume 37, Issue 2. Due to necessary metadata adjustments in the digital archiving process, some volume and issue numbers in the online collection may not match those printed in the original journals.

Editor Alex Farrier, in their editorial preface, reflects on their personal connection with Nebo, describing how their journey from student …

Volume 32 Issue 1

NEBO: A Literary Journal

This issue of Nebo: A Literary Journal, published in Fall 2018, explores the theme of "Time and Space," a concept that editor Miranda Holman selected to highlight the interconnectedness of literature and lived experience. Through poetry, fiction, and creative nonfiction, the issue delves into how writers capture fleeting moments, explore the boundaries of time, and demand space for self-expression.

The issue, archived as Volume 32, Issue 1, corresponds to the print edition labeled Volume 37, Issue 1. Due to necessary metadata adjustments in the digital archiving process, some volume and issue numbers in the …

Volume 31 Issue 2

NEBO: A Literary Journal

This issue of Nebo: A Literary Journal, published in Spring 2018, is particularly notable for an unusual numbering error—while the print version is Volume 36, Issue 2, the cover mistakenly reads "Volume 36, Number 32". This discrepancy further underscores the complexities of archiving Nebo's historical record, a challenge addressed throughout this archival project.

Editor Rebekah Lawler, in her farewell editorial preface, reflects on her three years at Arkansas Tech University, emphasizing the transformative power of literature and the unifying themes of nature and human nature. The issue’s theme, nature …

Volume 31 Issue 1

NEBO: A Literary Journal

This issue of Nebo: A Literary Journal, published in Fall 2017, presents a thought-provoking collection of poetry, fiction, and creative non-fiction that examines themes of multicultural identity, artistic expression, and societal "isms"—prejudices, ideologies, and cultural perceptions that shape human interactions. The issue, archived as Volume 31, Issue 1, corresponds to the print edition labeled Volume 36, Issue 1. Due to necessary metadata adjustments in the digital archiving process, some volume and issue numbers in the online collection may not match those printed in the original journals.

Editor John ToShawn Jarrett, in his editorial preface …

Volume 30 Issue 2

NEBO: A Literary Journal

This issue of Nebo: A Literary Journal, published in Fall 2016, showcases a diverse collection of poetry, fiction, and creative nonfiction, highlighting themes of identity, memory, and artistic expression. The issue, archived as Volume 30, Issue 2, corresponds to the print edition labeled Volume 35, Issue 1. Due to necessary metadata adjustments in the digital archiving process, some volume and issue numbers in the online collection may not match those printed in the original journals.

Editor Qassye M. Hall, in her editorial preface, reflects on the responsibilities of leading a literary journal …

Volume 30 Issue 1

NEBO: A Literary Journal

This issue of Nebo: A Literary Journal, published in Spring 2016, presents an eclectic mix of poetry, fiction, non-fiction, and visual art, showcasing both emerging and established voices. The issue, archived as Volume 30, Issue 1, corresponds to the print edition labeled Volume 34, Issue 2. Due to necessary metadata adjustments in the digital archiving process, some volume and issue numbers in the online collection may not match those printed in the original journals.

Editor Qassye Marie Hall, in her editorial preface, reflects on the challenges and rewards of editing Nebo, …

Volume 29 Issue 2

NEBO: A Literary Journal

This issue of Nebo: A Literary Journal, published in Fall 2015, presents a rich tapestry of poetry and fiction, reflecting on themes of identity, human experience, and artistic expression. The issue, archived as Volume 29, Issue 2, corresponds to the print edition labeled Volume 34, Issue 1. Due to necessary metadata adjustments in the digital archiving process, some volume and issue numbers in the online collection may not match those printed in the original journals.

Editor Ryan Smith, in his editorial preface, describes his experience as a fledgling academic and writer, …