Digital Commons Network^™

Automatic Discovery And Refinement Of Tool Catalogs From Conversational Data, Joshua Huang, Steve Yuan, Bryan Horling, Mahdi Zafarmand

Defensive Publications Series

Systems and methods are described for generating a tool catalog for conversational agents from historical conversation data, which can address challenges associated with manual catalog creation. The described technology can use a multi-stage process that may begin with a discovery engine, which could leverage a large language model, to analyze conversations and extract potential tools with their respective inputs and outputs. A subsequent refinement stage can employ a critic-actor architecture to iteratively identify and address potential logical issues in the extracted catalog, such as duplicate functions or unresolved parameter dependencies. This process can result in a dependency-aware tool catalog with …

Tranche-Based Datacenter Deployment Using Temporary Life-Safety Barriers And Secure Access Tunnels, N/A

Defensive Publications Series

A large multi-row data hall is divided, both logically and physically, into tranches. The tranches are bounded by temporary barriers that separate an active tranche serving customers from an adjacent construction tranche inside the same hall. Each tranche receives its own electrical lineup and cooling capacity, built to production standards. The delivered tranche maintains full life safety and security, while the remaining unfinished spaces operate under relaxed requirements, so capacity reaches the customer in proportion to build progress rather than only after the full hall is complete. The temporary barriers incorporate penetration panels that pass cable tray, piping, and other …

System And Method For Asynchronous Network Simulation Telemetry, Topological Environment Remediation, And Generative State-Machine Security, N/A

Defensive Publications Series

An automated, state-aware network orchestration and evaluation platform provides asynchronous security exercise assessment and environment management. The platform initializes isolated virtual guest environments by executing guest agent software that dynamically generates unique boot-time cryptographic artifacts and sends them to a centralized evaluation engine to dynamically compile a grading rubric. User submissions are evaluated using a dual-pipeline generative language model configured with a strict schema contract that concurrently determines semantic equivalence and detects structural anomalies or prompt injection attempts. Trainee progression across simulation objectives is tracked using a topological directed acyclic graph that triggers automated hypervisor commands to mutate guest environment …

An Experimental-Verification Program For The Corpus Mechanisms Of The Register Of Anticipated Ai Failure Modes, Volodymyr Kotegov

Defensive Publications Series

Companion document to the Register of Anticipated AI Failure Modes.

Purpose: to turn each of the register's 12 domains from a general statement that "experimental verification is needed" into a concrete, honestly bounded plan — stating what is testable now, by what means, at what stage, and what is categorically not testable by a small group at present.

Program design: (1) each proposed experiment carries an explicit evidence-class label, separating results that can move a domain’s Mapping status from results that only confirm a mechanism’s internal logic in isolation; (2) Phase 0 is limited to the one item in this …

Register Of Anticipated Ai Failure Modes, Volodymyr Kotegov

Defensive Publications Series

This register collects twelve classes of AI failure that are documented today, in published research or in reproducible experiments, at a level of generality above any single system in the author's corpus. It exists because the author's own architecture documents — Verifiable Trust, the Charter of Procedural Standing, GVAA, BRAA, Physical Oracles, and the Local Multi-Scale Contour specification — each address a subset of these failure classes from within their own scope, and no one of them shows how the classes interact across system boundaries.

The existence of this register reduces the probability that a failure class is simply forgotten. …

Method And System For Multi-Model Consensus Embedding Based Authorization In Payment Transactions, Durga S. Kala, Jun Xu, Benjamin Nativi, Om Pande

Defensive Publications Series

A method (500) for multi-model consensus embedding based authorization in payment transactions includes receiving (505) an authorization request associated with a payment transaction, obtaining (510) a plurality of outputs from a plurality of models, determining (515) inter-model relationship characteristics among the plurality of outputs including agreement, disagreement, partial consensus, or decision divergence, generating (520) a multi-model consensus embedding comprising a vector representation of a joint inference state associated with the payment transaction, storing (525) the atomic transaction record in memory (135), determining (530) a transaction risk assessment during processing of a real-time transaction authorization requests based on the atomic transaction …

Real-Time Predator Detection And Child-Centered Intervention In Multi-Platform Messaging: A System Architecture, Aubrey L. Douglas

Defensive Publications Series

We describe a system for detecting adult predatory behavior directed at minor users across five mobile messaging platforms (Discord, Instagram, Snapchat, SMS/MMS, Roblox) via on-device passive capture on the minor's own Android device. The system introduces three novel techniques not previously documented in either academic literature or commercial parental-monitoring products: (1) cross-platform stylometric fingerprinting that links blocked adult accounts to newly-created accounts by writing style rather than platform identifiers; (2) in-context grooming pedagogy delivering real-time named-tactic warnings to the child at the moment of manipulation, using non-punitive framing and one-tap protective action; and (3) three-stream ingestion with concealment-as-evidence semantics, where …

Offshore Ai Data Center Platform — Version 3.0 (Oadc V3.0) Self-Sustaining Marine Compute & Ecosystem Intelligence Infrastructure Closed-Loop Resource Recovery + Planetary Early-Warning Node, Michael Victor Caldwell Mr.

Defensive Publications Series

OADC v3.0 is a single offshore platform that is simultaneously:

1. A 10–100 MW AI compute facility (seawater-cooled, renewable-powered)

2. A planetary early-warning node (seismic, tsunami, contamination, marine heatwave)

3. A marine ecosystem management system (eDNA census, whale collision prevention, IUU enforcement, coral bleaching prediction)

4. A resource recovery plant (fresh water, ocean plastic → fuel, brine minerals)

5. A maritime AI service provider (1–5 ms inference to shipping and fishing)

No existing platform on Earth performs more than two of these five functions. The closest analogs — China's HiCloud Shanghai UDC (24 MW, May 2026), Panthalassa Ocean-3 (wave-powered, $1B valuation), Seatrium/Mocean 30 MW FDC, …

Dynamic Exposure Weighting Based On Motion Heat Map Analysis, Adam Grant Mccauley

Defensive Publications Series

Proposed herein is a motion-adaptive automatic exposure (AE) system that dynamically reshapes an image signal processor (ISP) weighting table using aggregate motion heat maps. Motion data accumulated over a configurable temporal window identifies high-activity regions, such as roadways or crosswalks, and converts those regions into higher exposure weights, while static regions such as sky or water receive lower weights. A minimum baseline weight remains in low-activity regions to preserve forensic visibility if an unexpected event occurs. Unlike center-weighted, spot, matrix, or object-detection-based metering, the system learns where activity occurs without requiring classification of a person, vehicle, package, or other object. …

Analysis Of Factors Affecting Pharmaceutical Supply Chain Performance In Private Hospital “X” Surabaya, Yuliana Yuliana, Dewi Sri Surya Wuisan

International Conference on Business and Management Research (ICBMR)

This study investigates the effect of six key factors on pharmaceutical supply chain performance (PSCP) at Private Hospital “X” in Surabaya: inventory level control, demand forecasting, supply chain flexibility, supply chain integration, supply chain visibility, and information sharing. A quantitative approach was applied using a questionnaire survey in April 2025, with 187 medical and non-medical staff meeting the inclusion criteria. Data were analyzed using Partial Least Squares Structural Equation Modeling (PLS-SEM), complemented by Importance-Performance Map Analysis (IPMA) and Prediction-Oriented Segmentation (PLS-POS). Results show that all factors positively and significantly influence PSCP (p < 0.05), with inventory level control being the most dominant (β = 0.336), followed by supply chain visibility (β = 0.224). IPMA identifies inventory level control and demand forecasting as high importance–high performance, while supply chain visibility shows high performance but lower perceived importance. These findings align with the Resource-Based View (RBV), highlighting the strategic value of integrated internal resource management. The study recommends enhancing pharmaceutical supply chain systems to improve hospital efficiency, adaptability, and sustainability.

Modeling Urban Heat Island Mitigation Strategies In Egyptian Cities Using Envi-Met, Islam M. Gaber, Abbas M. Hassan, Tarek Elkashef, Ola A. Gad, Ahmed M. Abdo, Abdelrazek Elkomy

HBRC Journal

Mitigation techniques for urban heat islands (UHI) have emerged as a critical concern for global urban environmental sustainability. Passive cooling employing cool materials and/or urban greening has shown to be the most effective strategy for mitigating the impacts of UHI. This latter method, however, is relatively new in the literature of urban environmental studies, and research on it is still limited, particularly for cities in hot-dry climatic zones. This study aims to investigate the possibility of improving albedo rates and adopting urban greening measures, such as greening building roofs, roadways, and walkways, in several Egyptian cities located in various climatic …

Discourse Of Open Party Contestation In Jemaah Tarbiyah In Indonesia, Gili Argenti, Caroline Paskarina, Nani Darmayanti, Nandang Alamsah Deliarnoor

Jurnal Wacana Politik

Factionalization in Indonesian political parties is commonly explained by elite rivalry, coalition choices, or clientelistic interests, leaving intra-party conflict over the meaning of ideology less well explained. This article asks how the discourse of an open party constructs and reveals ideological contestation within Jemaah Tarbiyah and how that contestation contributed to the emergence of the Gelora Indonesia Party. Using Teun A. van Dijk's critical discourse analysis (CDA), the study integrates textual analysis, social cognition, and social context. The empirical material consists of in-depth interviews with 20 purposively selected actors from PKS, GARBI, Gelora, and related Tarbiyah networks, together with party …

Assessing Nursing Students' Knowledge And Attitudes Toward Older Adults, Desiree L. Fernandes, Jennifer A. Fearon-Lynch

International Nursing Research Congress (INRC)

Background: The population of older adults in the United States is increasing and will require an increase in the number of nurses to care for this population. Evidence suggests that there are many biases, stereotypes, and myths associated with the older adult population, which influence nursing students’ attitudes toward working with this population.

Aim: Our aim was to assess the effect of an aging adult educational intervention on second-semester sophomore nursing students’ knowledge and attitudes toward older adults.

Method: This one-group pretest-posttest quasi-experimental design with qualitative questions was conducted at a college within the northeastern United States. Undergraduate second-semester sophomore …

Fear, Threat, And Google Searches: Examining Ideological Shifts Using Big Data, Erin M. Cerasaro

Master's Theses

In their review of research on factors that affect political conservatism, Jost et al. brought together research from several theoretical viewpoints. This produced a model of psychological needs and motives in individuals which react with stimuli that make them feel fearful and threatened (F/T), increasing adherence to conservative ideology. While some research supports these claims, evidence shows that in some contexts these variables increase ideological polarization overall, but may also have a greater impact on conservative attitudes specifically. Researchers have had difficulty in investigating these relationships in naturalistic settings due to an inability to manipulate events that precipitate this ideological …

Multi-Solution Ternary Grover’S Algorithm For Logic-Based Quantum Machine Learning With Pseudo-Kronecker Reed–Muller Form Minimization, Sophia Lee, Ali Al-Bayaty, Marek Perkowski

Electrical and Computer Engineering Faculty Publications and Presentations

Optimization problems in machine-learning (ML) applications can be computationally challenging for classical methods, particularly when they involve large, unstructured search spaces. Quantum computing offers a promising approach to combinatorial optimization by utilizing quantum superposition and amplitude amplification. This paper presents a new methodology using logic-based quantum machine learning (QML) as a complete framework for employing a multi-solution ternary Grover’s algorithm to minimize incomplete binary functions represented by Pseudo-Kronecker Reed–Muller (PKRO) expansions, consistent with Occam’s razor principle. Unlike previous quantum approaches based on Kronecker Reed–Muller (KRO) or fixed-polarity Reed–Muller (FPRM) representations, our work introduces the first Grover-based optimization framework for PKRO …

A Systematic Approach For Controlling Tem Sample Thicknesses, Monte Kozell

Physics Faculty Publications and Presentations

Historically, TEM prep has been an artisan craft without a systematic workflow that ensures quantified control over TEM sample thickness. Over- and under-thinning is a significant problem in the TEM prep process. A direct measurement process was demonstrated to control the final thickness of the TEM lamella. Final lamella thickness was controlled by directly measuring lamella thickness in real time using a 10–15 kV SEM while performing secondary electron imaging at the mill position, allowing for (human-mediated) closed-loop processing. We demonstrated the utility of this technique by systematically thinning five TEM samples to discretely target thicknesses ranging from 100 nm …

To Spend Or Not To Spend: Strengthening Congressional Oversight On Executive Impoundment, Grant Scherer

Emory Law Journal Online

The [H]ouse of [R]epresentatives cannot only refuse, but they alone can propose, the supplies requisite for the support of government. . . . This power over the purse may, in fact, be regarded as the most complete and effectual weapon with which any constitution can arm the immediate representatives of the people, for obtaining a redress of every grievance, and for carrying into effect every just and salutary measure.

James Madison, Federalist No. 58[1]

While the President may initiate the annual federal budget process with his or her budget request, the Constitution confers the “power of the purse” on …

Toxic Plants In Zimbabwe: The Lantana Camara Species, Frank Kapungu, Cecilia Masvingwe

Poisonous Plant Research (PPR)

Lantana camara is a major invasive plant species in Zimbabwe. Its toxic effects pose a threat to livestock production, biodiversity, and development. A survey was carried out throughout the country to investigate the distribution of L. camara in Zimbabwe and assess the extent of its spread. Identification was done by toxicologists with the support of an experienced botanist from the National Herbarium of Zimbabwe. The location of the plants was identified using a portable Garmin eTrex® 10 Handheld GPS navigation device., and the coordinates were recorded. Quantum Geographic Information System (QGIS) was used to plot the map. L. camara was …

Identifying Barriers To Reporting Concerning Behaviors In A Public Secondary School, Will Durgin

Graduate Student Dissertations, Theses, Capstones, and Portfolios

Threat assessment is an effective school safety practice that allows schools to identify concerning behavior and intervene before it reaches a crisis. Because this process often begins with a staff member recognizing and reporting a concern, this study examined how school staff interpret concerning behavior, understand their responsibility to report it, and what can make reporting more difficult.

The study used a two-phase action research design in a small, rural public school district in western New York. The first phase used a survey built around five behavior vignettes, while the second phase consisted of staff interviews.

Staff generally agreed when …

The Grizzly, September 24, 2026, Sidney Belleroche, Adam Denn, Saniya Jeter, Sam Zwergel, Laela Stackhouse, Gianna M. Scotto, Nathaniel Nerone, Erik Groff

Ursinus College Grizzly Newspaper, 1978 to Present

Bats Found in BWC • Police Chief Discusses Flock Cameras • Okay, But What is APEX? • St. Joe's Coach Reflects on Ursinus Past • Fresh Dining Hall Hours Changes • Opinion: No, You are Not "Apolitical" • Ursinus Introduces Flag Football as Varsity Sport • Field Hockey Fends Off Competition to Begin Season

Survey Results Of Dnp Faculty To Guide Faculty Development Priorities At Two Large Universities, Gina C. Rowe, Deborah O'Briant

International Nursing Research Congress (INRC)

Since 2010, DNP programs in the U.S. have grown from 156 programs with almost 7000 students in 2010 to 394 programs with over 40,000 students in 2021.(1,2) This rapid growth in new DNP programs has resulted in considerable variability in DNP program structure and curricula (3,4). Many DNP and PhD prepared faculty do not feel confident in guiding DNP students to complete DNP scholarly projects and have expressed a need for more resource support and mentoring.(3,5) The primary purpose of the study was to create baseline data on faculty knowledge and learning needs to guide faculty development efforts for those …

Supporting The Academic Success Of Undergraduate Nursing Students Through Peer Mentoring, Kate Fayer, Jill Campbell, Erin Higley

International Nursing Research Congress (INRC)

The profession of nursing is incredibly demanding requiring extensive knowledge, clinical skills, and experience to develop the clinical judgment necessary to provide safe and effective patient care. According to Wang et al.¹, undergraduate nursing students describe higher levels of stress and stress-related symptoms than the general student population. This increased level of stress is one of the most significant barriers facing undergraduate nursing students ability to complete their studies^1-3. A peer mentoring program with undergraduate nursing students can help alleviate the adverse effects of stress and improve their overall academic performance^1,4-5.

Nursing student mentees …

Perceptions Of Ai Caring Behaviors Among University Students In Kenya And The United States, Rachel W. Kimani, Rose Maina

International Nursing Research Congress (INRC)

As AI tools increasingly mediate health communication, questions arise about whether users perceive these systems as capable of relational behaviors such as caring, empathy, or emotional support. Existing scholarship emphasizes accuracy and safety, yet little is known about how the emotional tone of AI communication, caring versus neutral, shapes user perceptions across cultural contexts.

This research-in-progress pilot examines how college students in the United States and Kenya interpret caring-tone and neutral-tone AI responses in health scenarios. Using a 2 (Tone: Caring vs. Neutral) × 2 (Health Context: Mental vs. Physical) × 2 (Site: U.S. vs. Kenya) mixed factorial vignette design, …

Plagiarism Myths And Realities: From Classic Misconceptions To The Age Of Ai, Suhasini Kotcherlakota

Instructional Materials: College of Nursing

Plagiarism remains a serious academic and research-integrity concern for students, researchers, and health professionals alike. This brief resource addresses common misconceptions about plagiarism, including its prevalence, who commits it, the limits of detection software, and text recycling. It also examines how generative AI has changed questions of authorship, attribution, and detection, and offers evidence-based clarifications drawn from publication-ethics guidance, federal research-misconduct regulations, and educational policy.

September 24, 2026, The Daily Mississippian

Daily Mississippian (all digitized issues)

No abstract provided.

Graduate Medical Education (Gme) In The Mountain West, 2025, Mia Tschan, Phillip Seo, Kerima Awol, Caitlin J. Saladino, William E. Brown Jr.

Health

This fact sheet presents data on graduate medical education (GME) capacity and physician retention across five Mountain West states: Arizona, Colorado, Nevada, New Mexico, and Utah. Data are reported on the number of Doctor of Medicine (MD) and Doctor of Osteopathy (DO) granting institutions, teaching hospitals, residents in training, Medicare-supported GME slots, residents training in slots not supported by Medicare direct GME (DGME), and the percentage of physicians trained in each Mountain West state. The data are derived from the 2025 Association of American Medical Colleges (AAMC) report, “State-by-State Data on Graduate Medical Education,” which includes graduate medical education data …

Listening To The Society Of Yeager Scholars: An Interpretive Companion For Institutional Memory And Strategic Reflection, Brian A. Hoey

Publications of the Honors College at Marshall University

Listening to the Society of Yeager Scholars is an interpretive companion for institutional memory and strategic reflection. Rather than offering a definitive history of the Society of Yeager Scholars or prescribing its future direction, the document reads the Society as an institution with a culture—one shaped over nearly four decades through educational purposes, relationships, traditions, expectations, and changing interpretations of what the Society is and should be.

Drawing on early oral histories, Alison Gerlach’s history of the Society’s first thirteen years, contemporary accounts, institutional records, strategic-planning materials, and sustained institutional experience, the document identifies recurring ways participants have understood the …

Conferencia Magistral – Más Allá De Las Reglas Y La Ficción: Cómo Los Juegos De Rol Construyen Colaboración, Significado Y Comunidad, Cristo Leon

STEM for Success Resources

Esta conferencia magistral, presentada por Cristo León durante las Jornadas de Sevilla sobre Juegos de Rol de 2026, examina los juegos de rol de mesa (Tabletop Role-Playing Games, TTRPG) como sistemas sociales colaborativos en los que los participantes negocian reglas, construyen narrativas compartidas, desarrollan relaciones interpersonales y generan significados colectivos.

Más allá de los enfoques tradicionales centrados en las mecánicas de juego y los universos ficticios, la ponencia explora cómo los pactos sociales y ficcionales configuran la colaboración, distribuyen la autoridad y establecen expectativas entre los jugadores y los directores de juego. Desde una perspectiva interdisciplinaria, se examina la intersección …

Applying Lonergan’S Method To A First Year Seminar Reflective Essay, Fr. John Thompson

San Jose - Lonergan Chair in Catholic Philosophy

Reflection on past experiences is crucial to spiritual and emotional growth.  Often times students in college do not spend enough time reflecting deeply on their experiences and as a result they do not realize the profundity of an event or experience for their overall life or for a sense of belonging to the University community.  Lonergan provides us with a framework for how we come to insight to make a decision about our experiences.  The process includes naming the experience, understanding the experience, making a judgement about the experience and concludes with a decision about the experience.  While stages may …

Assignment 1: Recipe Blog, Kylie E. Quave

Kylie Quave, First Year Writing: Food Archaeology for Civic Engagement

No abstract provided.