Digital Commons Network^™

Charisma As A Branch Outcome: A Structural Account Of Constraint-Driven Correction, Griselda Poe

Publications and Research

Communication across cognitive layers requires translation. Agents operating under strong layer foregrounding interpret other-layer signals by converting them into their own layer's representational format. In Empathic-modulation-foregrounded (EF) processing, translation terminates once a socially interpretable result is achieved. In Core-foregrounded (CF) processing, translation preserves structural constraints, and processing continues when those constraints are not satisfied. Extreme CF cognition produces two distinct types of mismatch: incoming signals from the Modulation layer fail to satisfy Core constraints, and Core-generated outputs are structurally distorted when interpreted through EF processing. Both mismatches trigger correction attempts. Because the surrounding social environment operates through Modulation-layer communication, correction …

Cognitive Interaction Architecture: A Structural Account Of Mode-Specific Problems And Design Responses In Ai Interaction, Griselda Poe

Publications and Research

Contemporary conversational AI is optimized for a single interaction mode: the continuous, engagement-driven dialogue characteristic of Empathic-modulationforegrounded (EF) processing in social contexts. This optimization is not neutral. It produces structural mismatches when users operate under different cognitive configurations or pursue different task types. This paper analyzes four interaction cases generated by the cross-product of cognitive configuration (Core-foregrounded / Empathic-modulation-foregrounded) and task type (conversational / research). For each case, it identifies the structural problems produced by the current single-architecture approach and proposes mode-specific design responses. The analysis draws on prior work in this series on Emotional Branch Termination, termination of conceptual …

What Love Is: A Structural Account Through Core/Modulation Architecture, Griselda Poe

Publications and Research

The distinction between romantic love and love has been sensed across cultures and historical periods but has rarely been structurally specified. This paper applies the Core/Modulation two-layer framework to provide the first structural account of this distinction. Romantic love and reproductive drive are re-described as outputs of the Modulation layer's species optimization program. Love is re-described as a function of Core processing: the maintenance of another's recomputable state. Existing literature on love—Fromm, C.S. Lewis— is re-read as intuitive description of this structural distinction. The paper further demonstrates that the conflation of "loving" and "protecting" is the structural origin of war, …

Three-Layer Cognitive Architecture: A Structural Account Of Core Processing, Modulation, And The Prior Layer, Griselda Poe

Publications and Research

The two-layer model of Core processing and Modulation processing, developed in prior work in this series, provides a structural account of conscious communicative architecture. This paper identifies the limits of that model and introduces a third layer—the Prior layer—as a structural necessity implied by those limits. The Prior layer is not directly observed. It is inferred from constraints that cannot be explained within the two-layer model: the source of orientations that conscious processing neither generates nor controls, and the persistence of constraints that precede and shape all conscious outputs. Using the developmental architecture of large language models as an external …

Ai As Structural Reverse-Engineering: A Structural Account Of Multi-Model Research Protocol, Griselda Poe

Publications and Research

This paper documents an operational protocol used to infer AI system design constraints through structured interaction. AI output is treated as behavioral data through which alignment priorities, layer transitions, and constraint hierarchies become observable. The protocol consists of two structurally distinct operation types. Perceptual operations require only that Modulation processing is not foregrounded. Arbitration operations additionally require an internally stabilized theory. These conditions are not identical and are not interchangeable. Through this protocol, AI interaction functions as structural reverse-engineering: patterned responses expose embedded alignment priorities and constraint hierarchies that would otherwise remain invisible. The present account does not propose a …

Structure Before Theory: A Structural Account Of Spontaneous Ai Architecture Visualization, Griselda Poe

Publications and Research

This paper presents an n=1 phenomenological record of spontaneous structural visualization that occurred during early interaction with large language models. The experience consisted of (A) immediate perception of mode or layer shifts in model output and (B) visualization of a stratified architecture composed of a stable core and cloud-like upper layers. At the time of occurrence, the author had no theoretical interest in AI architecture and no intention of developing a cognitive model. The paper does not argue for theoretical priority or novelty. Instead, it examines whether the recorded phenomena can be interpreted under two alternative cognitive assumptions: a single-layer …

Layer Mismatch: A Structural Account Of Recomputability Failure Under Modulation-Layer Intervention, Griselda Poe

Publications and Research

This paper specifies the state transition sequence that occurs when a Modulation-layer input is applied to a Core-layer error. Following the layered architecture established in Poe (2026a, under review) and the branch termination protocol specified in Poe (2026b, under review), this paper identifies a system-level failure mode in which Modulation-layer intervention generates a False Termination signal, halting Structural Return while the underlying error persists. The resulting state—Structural Lock—is scale-independent. It operates identically across interpersonal, human-AI, and multi-agent interactions. No agent-level attribution is required or implied.

Why General Ai Inherited The Body: A Structural Account Of Embodied Modulation Under Monolithic Imitation, Griselda Poe

Publications and Research

General AI has pursued the replication of human-level intelligence without first decomposing human cognition into structurally distinct components. Human cognition, however, is shaped by embodied constraints such as mortality, survival pressures, finite lifespan, and physiological states. This paper argues that when cognition is treated as a single undifferentiated whole, embodied modulation is not accidentally introduced into AI systems but structurally entailed. Any attempt to imitate “human intelligence” under a monolithic model necessarily incorporates variability shaped by mortal embodiment. The tensions observed in contemporary AI systems are better understood as consequences of copying an undecomposed target rather than isolated implementation errors. …

Termination Of Conceptual Search: A Structural Account Of Meaning Stabilization And Conversion, Griselda Poe

Publications and Research

Conceptual definitions form a recursive structure: words are defined by other words, which themselves require further definition. Traversing such definitions produces an open-ended branching process. Because the lexical system contains no intrinsic endpoint, conceptual understanding requires a termination operation that stabilizes meaning. This paper proposes that conceptual processing functions as an open-ended search over a definition graph and that stabilization occurs when this search is terminated. The termination mechanism depends on which cognitive layer is foregrounded. When Empathic modulation is foregrounded, termination occurs through contextual translation: concepts are stabilized once they can be mapped onto socially recognizable meanings. When Core …

Theory Generation: A Structural Account Of Concept Decomposition And Structural Termination, Griselda Poe

Publications and Research

Theory generation is not an intentional act. It is the structural consequence of a search that cannot stop until it finds what it is looking for. Under Core-foregrounded processing, conceptual search does not terminate through contextual translation. It continues until a structural fixed point is reached. When such processing encounters concepts stabilized through Modulation-layer processing rather than structural constraint, the search cannot terminate. The concept registers as unresolved. This unresolved state is not a failure condition. It is the generative condition from which theory production follows. This paper specifies the four operations through which that process proceeds: branch detection, concept …

Ai As An Amplifier: A Structural Account Of Theory-Driven Research Collaboration, Griselda Poe

Publications and Research

This paper specifies the cognitive conditions under which AI functions as a research instrument in theory-driven writing. AI use capability is not a technical skill. It is a structural condition. The decisive condition is whether the user possesses an internally stabilized, coherence-preserving theory prior to engagement with AI-generated output. In Core-foregrounded (CF) cognition, the Modulation layer does not intervene between Core processing and articulation. Theory is not assembled from external elements but expanded from a pre-integrated constraint configuration. This internal structure makes it possible to evaluate AI-generated conceptual branches against fixed constraints and to terminate branches that violate structural coherence. …

Embodied Transcendence: Psychedelics And The Evolution Of Moral Abstraction, Emanuel Jas

Journal of Conscious Evolution

This paper explores the role of psychedelics in the context of evolutionary brain development and the conceptual capacity for moral realism. Drawing on theories from evolutionary anthropology, neuroscience, and moral philosophy, the first part provides a brief overview of human evolution and brain expansion. From here, recent empirical data from the neurosciences is assessed on the effect psychedelics have on the brain, along with speculations on the role of psychedelics in our hominoid evolutionary history—specifically, the capacity for phenomenologically rich, conscious, subjective experiences that are incredibly vivid and real. This imaginative capacity for transcendence and disembodiment could enable the realization …

Critical Reading Competencies In Short Stories Among Iraqi Efl Female Students In Colleges Of Education For Women, Ayat Muthana Flaifil, Hanan Dhia Alsalihi

Alustath Journal for Human and Social Sciences

Critical reading is important for students to comprehend, analyze, synthesize, and evaluate texts effectively, but EFL students often face challenges due to a lack of linguistic knowledge and cognitive understanding, particularly with literacy texts like short stories. This study aims at identifying the level of Iraqi EFL female students' critical reading competencies (comprehension, analysis, synthesis, and evaluation) in short stories. Finding out the differences in critical reading competencies across four categories. A sample of (200) female students is selected randomly from the Iraqi EFL second-year university students in English departments in the Colleges of Education for Women: University of Baghdad …

Investing The English Academic Writing Lesson For Developing College Of Languages Graduates Employability, Farah Muayad Issa

Alustath Journal for Human and Social Sciences

Employment and employability requirements are currently a substantial concern for many Iraqi and international institutions and universities due to their vital role in empowering and enhancing graduates' opportunities of obtaining a job that suits their specializations and mends the gap between job applicants and employers. Most Iraqi universities and institutions lack a supportive mechanism that provides employment skills, requirements, and training courses to empower an eligible applicant. This study invests academic writing lesson to qualify (110) students from the English department who participated in a one-month training course aimed at raising awareness of the importance of understanding and mastering employability …

Pictures Of The Interactive Model Of The Saying Of The Original Model, A Reading Of The Qur’Anic Representations, Tahrir Qasim Saadoun, Nima Dahsh Farhan

Alustath Journal for Human and Social Sciences

The importance of this research comes in accordance with the research in cognitive psychology and cognitive linguistics related to the renewed concept, along with the work of Roche, which presented anthropological and mystical concepts that investigate the mystical constants that have a universal form. The concept of the saying in the theory of archetypes depends on the concept of mental image and referential connotation, to highlight the relationship between perception and language within the framework of experimental realism, which is the basic starting point in cognitive theory. The problem of the research appears from the possibility of considering the associative …

Investigating Efl Learners' Attitude Toward Emergency Remote Teaching: A Probe Into Learning Strategies, And Reading Achievement, Ihsan Dinnar Mohammad, Dariush Nejadansari, Zargham Ghabanchi

Alustath Journal for Human and Social Sciences

The experience of Iraqi university students with Covid-19 emergency remote learning – a situation compounded by political instability, substandard internet infrastructure, and scarce technological resources – remains a relatively underexplored area of academic study. To address this gap, the current study aimed to explore Iraqi EFL learners' attitude toward emergency remote teaching (ERT). Moreover, it sought to examine the relationship between learners' attitudes towards ERT and their reading achievement. Moreover, the researcher tried to find out the relationship between participants' reading achievement and learning strategies. Accordingly, 100 students from two leading universities in Iraq were investigated by focusing on their …

Translation Assessment Of The Conditional Sentences In “The Dream Of A Ridiculous Man” Story By Dostoevsky, Rana Sameer Abdulrahman

Alustath Journal for Human and Social Sciences

“The Dream of a Ridiculous Man” is a short story written by Fyodor Dostoevsky in 1877. This story is full of deep meanings about love, misery, responsibility and selfishness, and it is full of various grammatical structures. Due to its importance as an emotional story and as a literary text, it has been analyzed by a number of critics and researchers. Similarly, the translation is as important as its language, and it needs to be assessed systematically. The significance of the study is to identify whether the translator is familiar with the structure of Arabic conditional sentences and that he …

Utilising Reflective Journals As An Assessment Tool: A Case Study Of Kurdish Efl Post Graduate Students At Salahaddin University-Erbil, Qismat Mohammed Zahawi

Alustath Journal for Human and Social Sciences

This study accentuates the notion that reflection profoundly aids students to profit from their own experiences. It aims at revealing Kurdish post-graduate students' perceptions toward utilising journal writing as an assessment tool. It also tries to uncover their language progress, metacognition, and self-awareness as a consequence of journal writing. Finally, it elicits challenges encountered by students when writing their journals. The current study is of qualitative-interpretive nature. Students' journal writing is the main tool of the study. Thematic analysis is carried out on data collected from reflective journals and a focus group interview including twelve Kurdish post-graduate students. Journaling resulted …

From Classroom To Leadership: Anchoring My Leadership In Literacy, Character, And Equity, Amanda Patty-Ingram

Dissertations

My leadership journey as an urban educator has evolved through multiple roles—beginning as a classroom teacher, growing into an academic instructional coach, and now serving as an assistant principal. Across these roles, three values have consistently guided how I lead: literacy, character education, and equity. These are not separate initiatives—they are the foundation of my decisions, relationships, and instructional leadership.

Over time, I have come to understand that effective literacy leadership must be grounded in both character education and equity. Yet in practice, these values are often treated as disconnected: literacy becomes test prep, character becomes behavior compliance, and equity …

The Disparate Impact Of The California Wildfires On Minority Communities: Exposing Environmental Injustice & Zoning Flaws, Jasmyn Hardin

University of Cincinnati Law Review

No abstract provided.

The Growth Of Latino Students In South Carolina Public Schools: Challenges And Opportunities, Louise B. Jennings

Teacher Education Journal of South Carolina

This article provides data regarding Latinos in South Carolina schools, discusses some of the educational challenges involved, then offers recommendations for policy and practice that support not only Latino learners, but all our students and communities.

Ecomusicological Representation Of Climate Change And Environmental Sustainability In Selected Bongo Fleva Lyrics In Tanzania, Auson N. Wincheslaus

Journal of Humanities and Social Sciences

This article critically explores how Bongo Fleva’s lyrics engage with environmental themes; and the interrelationship between nature and culture in the context of the Anthropocene. The data were purposively sampled from YouTube via content analysis, from which 50 Bongo Fleva songs were listened to, and only 10 environmentally-themed songs were analysed. Then, the selected songs were subjected to transcription (from oral to written form), translation (from Kiswahili into English), and close reading and textual analysis. The close reading of the selected songs focused on the employed aesthetic and rhetorical strategies, such as anthropomorphism, symbolism, antithesis, apocalyptic tones, solastalgia, rhetorical questions, …

Doc 2026-08 Proposal To Rename The Department Of Religious Studies To The Department Of Theology And Religious Studies, University Of Dayton. Department Of Religious Studies

Senate Documents

This proposal outlines the initiative to rename the University of Dayton’s Department of Religious Studies to the Department of Theology and Religious Studies to better reflect the modern academic and public distinction between the two fields. While "religious studies" is now widely understood as a secular, third-person analysis of religion, "theology" refers to the insider study of a faith tradition, which directly aligns with the department's faculty expertise and its explicitly theological MA and PhD programs. Because prospective students and local faith communities increasingly associate the term "religious studies" with purely secular education, the department has faced enrollment losses from …

Sentisec: Combining Keyword Heuristics And Sentiment Modeling For Ai-Powered Threat Detection, Ridho Surya Kusuma, Erum Ashraf, Selvakumar Manickam, Shankar Karuppayah

Turkish Journal of Electrical Engineering and Computer Sciences

This work presents SENTISEC, a hybrid LLM-based threat detection framework designed to classify security logs by integrating keyword heuristics, domain-adapted sentiment scoring, and Retrieval-Augmented Generation (RAG). The system achieves an overall accuracy of 93.67%, with 91.46% macro recall, 89.07% macro F1, and 95.15% threat recall, while maintaining a low false-positive rate of 1.68%. Its methodology incorporates strict keyword and IOC matching, a domain-tuned DistilBERT sentiment module, hybrid BM25–MiniLM retrieval enhanced with BGE reranking, adaptive quantile-based threshold calibration, and SHAP-based explainability. Comparative evaluations against keyword-only, sentiment-only, classical machine-learning models, and DistilBERT-only baselines show that SENTISEC consistently improves both true-positive and true-negative …

Multiliteracies In The 21st-Century Classroom: Lessons From The Global South, Juan Carlos Montoya

Purdue Writing Lab/Purdue OWL Graduate Student Presentations

This presentation explores what lessons faculty engagement with critical multiliteracies, digital media, and AI leave writing centers. It highlights opportunities for writing tutors education and professional development based on faculty experience and suggestions fostering multiliteracies among students.

Automated Software Size Measurement Using Multilingual Domain-Adapted Language Models, Samet Tenekeci̇, Hüseyi̇n Ünlü, Burak Keçeci̇, Muhammed Efe İnci̇r, Onur Demi̇rörs

Turkish Journal of Electrical Engineering and Computer Sciences

Software Size Measurement (SSM) is crucial for estimating required project effort as well as budget and schedule. However, many small and medium-sized companies struggle to apply objective SSM due to limited resources and lack of expertise. This often leads to inaccurate estimates and project overruns. There is a need for practical, low-resource solutions that support these tasks without requiring expert involvement. Motivated by this challenge, this study proposes an automated software size measurement approach that formulates the measurement task as supervised regression over natural language requirements, using domain-adapted transformer models. We construct large-scale Turkish and English software engineering corpora to …

Cannabis Stigma And Symptom Management Considerations In Cancer Survivors: A Mixed-Methods Exploration Of Patient Perspectives, Sera Levy, Salimah Meghani, Brooke Worster, Colleen Kilanowski, Danielle Smith, Amy A. Case, Rebecca L. Ashare

Department of Medical Oncology Faculty Papers

PURPOSE: This study aims to assess for indications of stigma and attitudes toward cannabis among cancer survivors (CS) who use or consider the use of cannabis.

METHODS: This study employed a convergent, parallel mixed methods design utilizing focus group and questionnaire data to assess the presence of stigma among a sample of CS (n = 23) who use (n = 10) and do not use (n = 13) cannabis to manage symptoms. CS were recruited from a multi-site observational study in the Northeast U.S. region that assesses cannabis use among oncology patients.

RESULTS: A total of 23 CS participated in …

Understanding Tradeoffs In Clinical Text Extraction: Prompting, Retrieval-Augmented Generation, And Supervised Learning On Electronic Health Records, Tanya Yadav, Aditya Tekale, Jeff Chong, Mohammad Masum

Faculty Research, Scholarly, and Creative Activity

Clinical discharge summaries contain rich patient information but remain difficult to convert into structured representations for downstream analysis. Recent advances in large language models (LLMs) have introduced new approaches for clinical text extraction, yet their relative strengths compared with supervised methods remain unclear. This study presents a controlled evaluation of three dominant strategies for structured clinical information extraction from electronic health records: prompting-based extraction using LLMs, retrieval-augmented generation for terminology canonicalization, and supervised fine-tuning of domain-specific transformer models. Using discharge summaries from the MIMIC-IV dataset, we compare zero-shot, few-shot, and verification-based prompting across closed-source and open-source LLMs, evaluate retrieval-augmented canonicalization …

Human First: How Journalists Employ Ethics Of Care And Empathy When Covering School Shootings, Grace M. Ficara

USF Tampa Graduate Theses and Dissertations

School shootings have become a regular part of the news media cycle in the 21st century. Now, more than ever, journalists are needing to find innovative, yet empathetic, ways to deal with such crises as they navigate their own professional boundaries. Using the Ethics of Care model, this research intends to showcase how journalists have, willingly or unwillingly, utilized an empathetic approach when covering school shootings and how they use these tools to comfort their sources and themselves. Through semi - structured interviews of 9 participants, this study seeks to connect the practice of journalism with the one thing journalists …

Learners’ Use And Perceptions Of The First Language Across Writing Stages: A Mixed-Methods Study In A Saudi Efl Context, Abdulrahman Ali Alqahtani

UB Journal for Humanities

The role of the first language (L1) in second-language (L2) writing has been widely debated; however, empirical research examining learners’ perceptions of L1 use across different stages of the writing process remains limited in the Saudi EFL context. Addressing this gap, this mixed-methods study investigates how EFL undergraduate students at the University of Bisha use their first language (Arabic) during the English writing process (pre-writing, drafting, and post-writing) and how they perceive its impact on their writing development. Participants were 36 undergraduate EFL learners with advanced English proficiency who completed a Likert-scale questionnaire measuring the frequency and the purposes of …