Digital Commons Network^™

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. …

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 …

Greenwavetransformer: A Lightweight Forecast-Driven Control Framework Toward Sustainable Data Center Management, Esraa Monzer Alqasmy, Nizar Nouri Alhafez

Baghdad Science Journal

Cloud computing continues to consume increasing amounts of energy, adding to operating costs and making sustainability and service reliability harder to maintain. Resource management, however, is still largely reactive in many systems: decisions are made after workload or renewable-energy conditions have already changed, with little use of what is likely to happen next. GreenWaveTransformer is designed around this gap. It combines a wavelet-based Transformer with an offline reinforcement-learning (RL) controller so that resource-management decisions can be informed by expected operating conditions rather than by the current state alone. A discrete wavelet transform is used to represent nonlinear and nonstationary workload …

Nucseg: An Effective Detectron2 Architecture For Nuclei Instance Segmentation In Histological Images, Payman Hussein Hussan, Syefy Mohammed Mangj

Baghdad Science Journal

Nuclei are often minuscule objects within histological whole slide imaging (WSI), presenting a labor-intensive task for pathologists to identify and analyze their characteristics. The precise identification of nuclei is essential in cancer pathology to conduct both quantitative and qualitative assessments of cancerous cells found within a slice of a tumor in order to assess the level of malignancy of the tumor; and to predict the outcome of the tumor. Manual identification is labor-intensive and prone to errors, whereas automatic recognition is complicated by the varied appearances and overlapping characteristics of nuclei, along with artifacts from digital photography. To address this …

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 …

Social Frailty In Asia: A Scoping Review Of Interventions, Gaps, And Priorities, Julienne Ivan Dagondon Soberano, Jed Montayre

International Nursing Research Congress (INRC)

Aim: Social frailty (SF) is a multidimensional state of social vulnerability linked to adverse outcomes in older adults. Asia’s rapidly aging population poses challenges for health systems, particularly in addressing SF-related conditions. This scoping review aimed to describe existing SF interventions in Asian countries, assess evidence volume and characteristics, and identify research gaps.

Methods: A systematic search of eight databases (PubMed, Scopus, CINAHL, Embase, Web of Science, PsycINFO, Cochrane Library, Google Scholar) identified English-language studies published from January 2020 to September 2025. The review followed Arksey and O’Malley’s framework and PRISMA-ScR guidelines. Interventions were synthesized across the care continuum (prevention, …

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 …

Assessing Spanish-Speaking Latinas' Perceptions Of Postpartum Education On Maternal Warning Signs, Lucero Rocha-Dela Cruz, Natalia Villegas Rodriguez

International Nursing Research Congress (INRC)

Introduction: Pregnancy-related deaths remain a significant public health concern in the US, with approximately 78% occuring during the postpartum period. Latinx birthing individuals may face increased risk of postpartum complications due to barriers in accessing postpartum education that is culturally and linguistically appropriate. Little is known about education on maternal warning signs received among Latinx birthing individuals in the postpartum period. Patient education can reduce pregnancy-related deaths associated with postpartum complications. The purpose of this study was to assess perceptions of postpartum education, with a focus on maternal warning signs, among Spanish-speaking Latinx birthing individuals.

Methods: This quantitative descriptive study …

Spatiotemporal Characterization Of Alzheimer Disease Pathology In Living Human Brain Tissue, Aram Aslanyan, Soumya Mukherjee, Yingxin He, Reid Coyle, Chihiro Sato, Nupur Ghoshal, Nicolas R Barthélemy, Srinivas Koutarapu, Katherine Schwetye, Kaleigh F Roberts, Randall J Bateman, Ross W Paterson, Et Al.

2020-Current year OA Pubs

Alzheimer disease begins in the brain many years before symptoms, but early changes are usually studied after death or indirectly through fluid and imaging biomarkers. Here we show that small brain biopsies collected during ventriculoperitoneal shunt surgery can be used to study Alzheimer disease pathology and protein turnover during life. We analysed biopsies from 18 individuals with suspected normal pressure hydrocephalus, alongside matched ventricular and lumbar cerebrospinal fluid and post-mortem control brain tissue. Amyloid plaques were present in 9 of 18 biopsies, while mature tau tangles were rare. Matrix-assisted laser desorption/ionization mass spectrometry imaging mapped amyloid plaque chemistry within tissue. …

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 …

Effectiveness Of Pancreatic Cancer Screening In High-Risk Elderly Individuals In Florida, Adeleke A. Aromolaran

Walden Dissertations and Doctoral Studies

Routine preventive care supports early identification and management of health conditions among adults at high risk for pancreatic cancer. Evidence is limited regarding socioeconomic and health care access factors associated with engagement in routine preventive care among Florida adults aged 65 years and older at high risk for pancreatic cancer. The purpose of this quantitative cross-sectional correlational study was to examine these associations among this population. The health belief model served as the theoretical framework. Secondary data from the 2022 Florida Behavioral Risk Factor Surveillance System were analyzed for N = 4,032 participants using two multivariable binary logistic regression models …

Epidemic Dynamics Under Pulse Population Exchange, Hannah Kravitz, Christina Durón, Moysey Brio

Mathematics and Statistics Faculty Publications and Presentations

Many epidemiological models assume either closed populations or continuous demographic turnover. We consider an intermediate setting in which exchange occurs through discrete pulses. In this paper, we introduce a population-conserving compartmental epidemiological model with pulse population exchange at a set of prescribed times. At each pulse, a fraction of the population in each compartment is replaced by a combination of susceptible and immunized individuals. In contrast to typical pulse birth or pulse vaccination models where only a single compartment undergoes a pulse population change, the pulses in this model have competing effects: removing infectious individuals reduces the force of infection, …

Sugary Beverages And The Rise Of Chronic Disease Among Hispanic Women, Jailene Lemus Hurtado, Natalia Andrea Villegas Rodriguez

International Nursing Research Congress (INRC)

Background and Purpose: Cardiovascular disease (CVD) is the leading cause of death and a major source of morbidity among Hispanics in the U.S. (1,2). Sugar-sweetened beverages (SSBs) are known to be associated with an increased risk of CVD, diabetes and obesity (3,4). However, there is a lack of information concerning SSB consumption patterns and perceptions of related health risks among Hispanic women in the U.S. This study aims to investigate SSB consumption patterns and perceptions among Hispanic women.

Methods: This cross-sectional descriptive study included 40 fluent Spanish-speaking Hispanic women ages 18 to 44 from North Carolina who participated in a …

Gregory Hartmann V. Brian Chudzik

2026 Decisions

USDC for the Eastern District of Pennsylvania

The Heterogeneous Impacts Of The Residential Component Of A Training Program: A Semi-Parametric Analysis, Jun Cai, Alfonso Flores-Lagunes, Xintong Wang

Upjohn Institute Working Papers

Several training programs worldwide are residential, bringing enrollees to live in facilities and thus increasing program costs. In the U.S., the Job Corps (JC) program for disadvantaged youth includes a residential component. Despite extensive literature evaluating JC, the impact of the residential component has received limited attention. We develop and employ a semi-parametric model to estimate the average causal effects of this residential component, accounting for selection into both the program and the residential feature. Our findings indicate that, for JC enrollees, the residential component boosts earnings, employment, and educational degree attainment among adolescents. For other subgroups, the residential component …

September 24, 2026

The Breeze, 2020-

No abstract provided.

Spartan Daily, September 24, 2026, San Jose State University, School Of Journalism And Mass Communications

Spartan Daily, 2026

Volume 167, Issue 15

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 …

September 24, 2026, The Daily Mississippian

Daily Mississippian (all digitized issues)

No abstract provided.

Quality Improvement Project: The Impact Of Self-Assessed Quality Of Sleep On Illness Experience And Job Satisfaction Among Night Shift Nurses, Eunice Ikpekpe

Doctor of Nursing Practice Projects

Compromised sleep quality, illness experience, and job satisfaction are important concerns among registered nurses working night shifts. The purpose of this quality-improvement project was to evaluate changes in self-assessed sleep quality, illness experience, and job satisfaction following participation in the six-week Sleep Hygiene and Recovery Program (SHRP) among night-shift registered nurses at a large, urban, Level I trauma academic teaching medical center. The project used a quantitative, quasi-experimental, single-group pretest–posttest design guided by the Plan-Do-Study-Act framework and Lewin’s Change Management Theory, with the Neuman Systems Model and Pender’s Health Promotion Model providing the theoretical foundation. SHRP was a structured, evidence-informed …

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.

Umn Morris Theatre Season Brings Shakespearean Comedy, Historical Drama And Robin Hood To The Stage, Olivia Emmrich

Campus News Archive

No abstract provided.

Taller Para Maestros: Poesía De Hispanoamérica Y España: La Poesía Como Herramienta Didáctica En La Clase De Español, María José Ramírez

LAII Events

En esta sesión formativa en línea descubriremos el inmenso potencial de la poesía como herramienta didáctica dinámica y motivadora en la clase de español, explorando cómo usarla de manera efectiva para convertirla en un vehículo para el aprendizaje significativo. Ofreceremos un repertorio de recursos y actividades prácticas listas para aplicar, incluyendo una amplia selección de poemas cuidadosamente escogidos para diferentes niveles y edades, desde Elementary a High School. Asimismo, veremos cómo explotar estos textos no solo desde el punto de vista lingüístico (vocabulario, gramática, estructuras), sino también como punto de partida para promover la riqueza cultural del mundo hispanohablante. …

The Parthenon, September 24, 2026, Trista Honaker, Davina Snyder, Soleil Woolard, Alana Romero-Lozano, Claire Johnson, Hannah Anderson, Tally Mamula

The Parthenon

No abstract provided.