"Todo: Fix The Mess Gemini Created": Towards Understanding Genai-Induced Self-Admitted Technical Debt, Abdullah Al Mujahid, Mia Mohammad Imran

Computer Science Faculty Research & Creative Works

As large language models (LLMs) such as ChatGPT, Copilot, Claude, and Gemini become integrated into software development workflows, developers increasingly leave traces of AI involvement in their code comments. Among these, some comments explicitly acknowledge both the use of generative AI and the presence of technical shortcomings. Analyzing 6,540 LLM-referencing code comments from public Python and JavaScript-based GitHub repositories (November 2022-July 2025), we identified 81 that also self-admit technical debt (SATD). Developers most often describe postponed testing, incomplete adaptation, and limited understanding of AI-generated code, suggesting that AI assistance affects both when and why technical debt emerges. We term GenAI-Induced …

Midweek Memo, Georgia Southern University

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Engineering Fsh-Cer T Cells To Enhance Response To Epithelial Ovarian Cancer, Nolan J. Beatty

USF Tampa Graduate Theses and Dissertations

Ovarian cancer remains a significant cause of cancer-related mortality, with epithelial ovarian cancer (EOC) being the most common subtype. Despite advances in treatment, the 5-year survival rate for late-stage EOC remains low due to factors such as tumor heterogeneity and an immunosuppressive tumor microenvironment (TME). This study investigates the therapeutic potential of chimeric endocrine receptor (CER) T cells engineered to express follicle stimulating hormone (FSH) in a syngeneic mouse model of EOC expressing follicle stimulating hormone receptor (ID8-FSHR). We compared two different co-stimulatory domains—CD28ζ and 4-1BBζ—in FSH-CER T cells and found that FSH-CD28ζ CER T cells exhibited enhanced cytotoxicity, proliferation, …

From Shortage To Strategy: Optimizing Scarce Resource Allocation In Healthcare, Daniela Duran Cantarino

USF Tampa Graduate Theses and Dissertations

The allocation of scarce medical resources presents one of the most consequential challenges in health care, requiring decisions that balance equity and efficiency under pervasive uncertainty. This dissertation develops optimization-based frameworks for two critical domains, organ transplantation and emergency medical services, and demonstrates how operations research methods can improve upon current practice along both dimensions simultaneously.

In the domain of deceased-donor kidney allocation, two complementary frameworks are proposed. The first is a bi-objective stochastic optimization model that jointly maximizes post-transplant survival (efficiency) and prioritizes candidates with the highest pre-transplant mortality risk (equity), subject to regional chance constraints on graft failure …

Homocysteine Thiolactone From Translation Proofreading Is An Endogenous Ligand For Cell-Cell Signaling By The Receptor Sdia, Lorenzo Eugenio Leiva, Roberto A. Zúñiga, Gregory J. Phillips, Michael Ibba

Biology, Chemistry, and Environmental Sciences Faculty Articles and Research

Several widespread mechanisms enable cellular communication and coordinate the behavior of bacterial populations. The modules responsible for cellular communication are often found in matching pairs: an enzyme that synthesizes a signal molecule and a specific receptor that decodes it. A notable exception is Escherichia coli SdiA, a homolog of known N-acyl-homoserine lactone (AHL) receptors, for which no corresponding AHL synthase exists. SdiA is an orphan receptor that enables cross-talk by sensing AHLs from other bacterial species. In this work, we investigated whether homocysteine thiolactone (HTL), an AHL-like molecule arising from a proofreading reaction of methionyl tRNA synthetase (MetRS) to correct …

Modern Economic Analysis And Antitrust Law: A Guide, Steven C. Salop

Georgetown Law Faculty Publications and Other Works

This book presents a modern economics approach to antitrust law. It expands upon and supplements traditional legal analysis of antitrust law and policy. It does so by analyzing antitrust legal standards and case law through the lenses of industrial organization economics and decision theory. The work is intended to be a comprehensive introductory guide for students, practitioners, and anyone else interested in learning the core of modern antitrust economics. Understanding the economics of antitrust and decision theory and applying that reasoning to specific cases and issues are critical steps for successfully studying and practicing antitrust law and policy. It treats …

Lipid Membranes-Mediated Self-Assembly Of Janus Polymer-Grafted Nanoparticles, Jordan Darling

Electronic Theses and Dissertations Archive

Recent studies have extensively explored the interactions between nanoparticles (NPs) and lipid membranes. The fluidity and elasticity of lipid membranes allow them to deform and conform to the surface of adhering nanoparticles, with the extent of deformation determined by the competition between adhesive interactions and the membrane’s curvature elasticity. An interesting consequence of these deformations is the emergence of long-range, membrane-curvature-mediated interactions between adhering NPs. Previous research have shown that surface modification of NPs into Janus nanoparticles, composed of one moiety that preferentially adheres to lipid membranes and the other that is hydrophilic and interacts repulsively with the membrane, can …

Seasonal Changes In Sediment Sound Speed Profiles, Charles W. Holland, Chad Smith, Tim Sonnemann

Electrical and Computer Engineering Faculty Publications and Presentations

Marine sediment sound speed profiles in the upper ten meters are generally assumed to be constant with time. Models predict that substantive changes occur because of thermal conduction from seasonally varying bottom water temperature. However, definitive measurements have been lacking. In this work, sediment sound speed profiles obtained during different seasons show significant differences in the upper 9 m of mud at the New England Patch. Gradients in late March 2017 are 6.0 s−1 and in early October 2025, 2.6 s−1. This change is shown to have a significant impact on acoustic propagation.

Singulars: Performing The Reverse Turing Test, Halim Madi

ELO (un)supervised 2026

Singulars is an ongoing series of performance systems in which I co-create poetry with a language model trained on an anthology of English poetry alongside my own writing. Across three works—carnation.exe, versus.exe, and reinforcement.exe—I stage live reinforcement loops in which my poems and the model’s responses compete for audience votes. The audience functions as an embodied feedback mechanism, shaping the evolution of both the machine and the human poet in real time.

This paper examines what happens when a poet becomes both author and training data. Drawing from creativity research, metacognition, and social cognition, I reflect …

Making The Writer’S Project, Alex Calderwood

ELO (un)supervised 2026

The Writer’s Project is a series of playful text editors which intervene in the act of writing in unexpected, challenging, and unusual ways. Some of the editors are conceptual experiments in user interface design: What if the editor asked you if you were sure before committing to each word? What if the delete key was not functional? Others editors are provocations that take aim at the conditions and AI-mediated writing, built to create a tension between writerly agency and system resistance. These involve placing writers into different configurations with text streams, for instance by turning prior writings into a Tetris-like …

Connected/Disconnected, Emery Beckman

ELO (un)supervised 2026

With the rise of AI, scholars are grappling with how it fits into their field and determining how authorship plays a role in the assistance of these tools. I argue that AI can be deemed a digital companion to creative and interactive design. Anthropic has recently launched Claude Code, a coding assistant for various projects. This talk explores how agentic AI can offer digital assistance while advocating for human thought to remain at the forefront. This talk will analyze and demo an interactive site and explore a collection of AI-assisted poems built alongside Claude Code titled "Connected/Disconnected." It will explore …

Sitting Together: How Proximity Impacts The Classroom Success Of Undergraduate Women In Engineering, Cassandra M. Savukinas, Kayla D. Taylor, Ashley Lear

Feminist Pedagogy

Despite increased efforts, the engineering field remains predominantly male, particularly within higher education environments. Seating arrangements in the classroom for female undergraduate engineering students can greatly impact their comfort, participation, and academic performance in the classroom. In a 2025 study, it was found that male and female students have differing experiences related to comfort, participation, and academic performance when seated near other students of the same gender (Savukinas et al., 2025). Faculty can help students succeed by understanding how seating dynamics impact students’ experiences in the classroom. By allowing students to choose their own seating arrangements and creating interactions in …

Buccaneers In Battledress: Building The Canadian War Museum’S Second World War Collection, May-November 1945, Drew Lowerison Carter, Jeff Noakes, Tim Cook

Canadian Military History

Artifacts in the Canadian War Museum’s collections trace their origins to a wide range of people, organisations, locations and events. This article is a preliminary exploration of the part played by the 1st Canadian War Museum Collection Team, led by Farley Mowat, in locating, gathering, documenting and arranging for the transportation of a vast collection of Second World War weapons and materials from Northwest Europe to Canada in 1945. In addition to helping to shed more light on the complexities of the collection’s acquisition, it also provides insights into the challenges that the museum and other institutions faced, and which …

“The Best Co I’Ve Ever Served Under”: Lieutenant-Colonel Bert Kennedy And Removal From Battalion Command In The Second World War, Matthew Barrett, Norma Graham

Canadian Military History

Lieutenant-Colonel Albert A. Kennedy’s war service could be lifted from the pages of a suspense novel, an action-adventure story and a courtroom drama. He bravely served as commanding officer of the Hastings and Prince Edward Regiment in Italy, where he led from the front, earned the Distinguished Service Order and for a time was even held as a prisoner of war. His command of the Queen’s Own Cameron Highlanders of Canada in North West Europe, by contrast, ended in a confidential report and charges of alleged conduct prejudicial to good order and discipline. We examine Kennedy’s Second World War experiences …

Beyond Just Reconnaissance: The 12th Manitoba Dragoons In The Netherlands, 1945, Cameron Meikle

Canadian Military History

This article explores the historical significance of the 12th Manitoba Dragoons in facilitating the rapid movement and success of II Canadian Corps during the liberation of the Netherlands in the spring of 1945. While Canadian historiography of the Second World War has rarely offered more than a passing reference to the Dragoons, the regiment played crucial roles in reconnaissance, security and economy of force operations. During the Netherlands campaign, the Dragoons made pivotal contributions to II Corps’ success by providing timely information, preventing gaps in the frontline and conducting offensive actions to disrupt enemy positions, all at significant risk to …

"The Canadian Army In Afghanistan" And The Decline Of Official Military History In Canada, Peter Kasurak

Canadian Military History

This article examines Sean Maloney’s The Canadian Army in Afghanistan in the context of the Canadian Armed Forces’ longstanding official history program. The development of official military history in Canada is briefly described with emphasis on its high levels of access and independence, its links to military operations and its ability to capture and preserve participant accounts and official records. The Canadian Army in Afghanistan was commissioned by the Canadian Army outside the official history program. It suffered publication delays due to a lack of independence, was limited in scope due to its unofficial nature and the fate of its …

Defending Canada’S Arctic, Greg Taylor

Canadian Military History

Editor's note: Forty years ago, Canadian Armed Forces (CAF) personnel planned and executed Exercise LIGHTNING STRIKE 86, which explored the possibility of a Soviet threat in the Canadian Arctic. In the dying days of the Cold War, the exercise seemed irrelevant. No longer. Lieutenant Colonel Taylor’s account draws upon his long experience and memories of the operation. It reminds us of the immense operational challenges the CAF face in Canada’s North; the important role of the Canadian Rangers; and the need for a “historical memory” of operations that were once thought unimportant. It is also a reminder of how quickly …

The Greatest Naval War Ever Fought, Harold Ambler, Vincent P. O’Hara

Naval War College Review

No abstract provided.

“A True Sailor-Statesman”—The Ethical Quandary Of Ambassador Raymond A. Spruance In The Philippines, Andrew K. Blackley

Naval War College Review

After retiring from the Navy, Admiral Raymond A. Spruance took on the role of U.S. ambassador to the Philippines. Thomas Buell, a prominent Spruance biographer, previously has claimed that Spruance’s involvement in the 1953 Philippine presidential election was ethically questionable, a perspective challenged by new research.

Narrowing Seas—The Littoral Strike Complex And The Future Of Naval Warfare, Charles A. Richard, John Robinson

Naval War College Review

Ukraine’s suppression of Russian naval activity by using unmanned surface and aerial vehicles provides a backdrop against which the concept of a “reconnaissance strike complex” is updated for naval warfare today. This framework reflects a path forward for future naval operations.

The Cognitive Dimension Of Mobilization—Reconsidering American War Preparation In An Age Of Persistent Cognitive Warfare, Robert "Jake" Bebber

Naval War College Review

American war mobilization doctrine is built on an industrial-era paradigm that assumes the primary contest is material: who can most efficiently convert economic capacity into military power. An evaluation suggests that this paradigm, while necessary, is no longer sufficient.

The Acquisition Lessons Of The 1980s And Their Continuing Relevance, John Lehman, Anand Toprani

Naval War College Review

Evaluating strategic frameworks for today’s Navy involves updating historical strategies for current realities. Given the deindustrialization of the nation, paired with China’s rapid economic expansion, new strategies for maintaining a relevant naval force must be considered.

Technical Disclosure Specification: An Asymmetric Fluidic Propulsion Cavity For Transverse Kinetic Energy Harvesting And Res-Phase Confinement, Christopher L. Eckes

Defensive Publications Series

This disclosure defines the mechanical, hardware, and operational specifications for a standalone laboratory apparatus engineered to accumulate, confine, and direct high-density vibrational wave energy within a closed boundary system. The system relies entirely on repeatable, book-level principles of non-linear fluid dynamics, high-frequency acoustic streaming, and radiative pressure fields, operating independently of any non-standard cosmological assumptions.

By utilizing a high-symmetry geometric grid of twenty independent Gallium Nitride (GaN) driven concentric transducer nodes, high-amplitude harmonic oscillations are focused directly into a specialized viscoelastic fluid medium trapped inside a rigid, highly reflective spherical envelope. At perfect phase alignment, the system drives the internal …

Unified Edge-To-Orbital Termination Architecture For Decentralized Data, Logical Substrates, And Power Grids, Christopher L. Eckes

Defensive Publications Series

This disclosure specifies the client-side terminal layers, non-linear routing structures, and physical infrastructure stabilization topologies required to achieve system closure for the ground-to-orbital networks defined in TDC# 12300 (Non-Linear Substrate Relay Matrices) and TDC# 12299 (Cross-Layer Token-Variance Telemetry). This architecture introduces three core subsystems: a client-side Substrate Pushback Data Engine (Vector 6) running a hard-coded deterministic compactness filter to optimize low-Earth orbit satellite uplink; a Decoupled Spatial-Temporal Graph Database Mesh (Vector 4) executing clock-free decentralized node routing via Chronological Latency; and a Macro-Scale Cymatic Joule Dilution Grid (Vector 5) scaling Topologically Protected Cymatic Electrolyte Matrix mechanics to prevent regional distribution …

Technical Disclosure: Non-Linear Substrate Relay Matrices For Decentralized Ephemeris Syncing And Orbital Phase Alignment, Christopher L. Eckes

Defensive Publications Series

This technical disclosure formalizes a low-power, cost-effective framework for autonomous satellite tracking, ephemeris state synchronization, and clock alignment across distributed ground node networks. Mainstream orbital communications rely implicitly on centralized atomic time standards and proprietary military GPS tracking networks. This absolute architectural dependency creates single points of systemic failure, leaving ground infrastructure vulnerable to central node shutdowns, intentional signal masking, or orbital coordinate gating.

By applying the principles of the Dimensionally Extended Holographic Projection (DEHP) model and the Oscillator Alignment Protocol (OAP), this framework introduces a decentralized ground-space tracking protocol. By establishing a peer-to-peer Substrate Relay Matrix across localized consumer …

Technical Disclosure: Cross-Layer Token-Variance Telemetry And Non-Linear Tensor Distance Protocols For Distributed Routing Topologies, Christopher L. Eckes

Defensive Publications Series

This technical disclosure formalizes an axiomatic mathematical framework for real-time telemetry, automated state balancing, and distributed node verification within multi-dimensional graph topologies. Modern high-density information systems encounter systemic failures when localized processing constraints induce uncoordinated data routing, runaway optimization loops, or asymmetric node curation.

By applying the principles of the Dimensionally Extended Holographic Projection (DEHP) model and the Oscillator Alignment Protocol (OAP), this framework establishes a self-policing network substrate. Individual routing nodes compute localized operational boundaries dynamically by tracking cross-layer Token Selection Latency (tau_latency) against an invariant two-dimensional boundary reference sheet. This mechanical configuration mitigates the formation of singular processing …

Caldwell Wildfire Rescue Engine (Cwre‑1.0) A Unified, Viability‑Filtered, Builder‑Ready Open‑Hardware Architecture For Wildfire Suppression & Resilience, Michael Victor Caldwell Mr.

Defensive Publications Series

ABSTRACT

The Caldwell Wildfire Rescue Engine (CWRE‑1.0) is a unified, multi‑layer open‑hardware architecture designed to support wildfire suppression, cooling, water supply, atmospheric prediction, and post‑fire recovery using real, buildable modules from the Caldwell Open‑Hardware Portfolio.

CWRE‑1.0 integrates:

• wildfire truck conversion systems

• atmospheric water harvesters

• solar‑thermal water generators

• submerged cooling structures

• floating shade panels for fire reservoirs

• molten‑salt and flow‑battery energy nodes

• atmospheric resonance prediction networks

• post‑fire soil regeneration systems

All modules are already posted on TDC and can be built and tested immediately.

Caldwell Colorado River Rescue Engine (Crre‑1.1) A Unified, Viability‑Filtered, Builder‑Ready Open‑Hardware Architecture For Stabilizing The Colorado River System, Michael Victor Caldwell Mr.

Defensive Publications Series

ABSTRACT

The Caldwell Colorado River Rescue Engine (CRRE‑1.1) is a unified, multi‑layer engineering architecture designed to stabilize the Colorado River system using real, buildable, open‑hardware modules from the Caldwell Portfolio. CRRE‑1.1 integrates atmospheric water harvesting, PFAS/microplastic remediation, solar‑thermal desalination, molten‑salt and flow‑battery energy stabilization, floating gyroid evaporation‑reduction panels, submerged cooling structures, climate/hydrology prediction networks, and desert agriculture decoupling systems.

All modules are already posted on TDC.

This posting provides:

• Full system architecture

• Engineering diagrams

• Deployment map (Nevada–Arizona–Utah)

• Prototype bill of materials (BOM)

• Direct TDC lookup references

• Viability upgrades

• New inventions added to improve performance

This is a real‑world, non‑speculative, builder‑ready …

Assessing Flaws In Captcha Security Through Progress In Ai, Jaydon Stanislowski

Scholarly Horizons: University of Minnesota, Morris Undergraduate Journal

Protecting the internet from the threat of malicious bot activity is an important problem as AI tools become more powerful and commonplace over time. To that end, security measures are employed across websites in the form of CAPTCHAs, short challenges designed to identify and block fake web traffic. Yet, they become less effective over time as AI becomes more powerful, and thus more capable of solving them. This paper examines recent research on the threat to CAPTCHA security posed by current AI models and how this security can be reinforced over time, focusing primarily on Google’s reCAPTCHA v3.

Zero Trust Architecture And Ransomware Mitigation, Ely Johnson

Scholarly Horizons: University of Minnesota, Morris Undergraduate Journal

Ransomware has become a critical threat to modern enterprises, exploiting excessive privileges and flat network architectures to spread rapidly. Traditional perimeter-based security models are insufficient, as they rely on implicit trust within internal networks. This paper examines how Zero Trust Architecture (ZTA) mitigates ransomware through least privilege access, continuous monitoring, and micro- segmentation. Experimental results show that ZTA can significantly reduce impact, limiting encryption to about 20% of targeted files while preserving most data. Continuous monitoring enables rapid detection (5.3 seconds) with high accuracy (up to 97.2%) and a 78% reduction in false positives. Micro-segmentation further restricts lateral movement, reducing …