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Seeds Of Change - Building Community And Resilience With Plant Guilds, Roslynn Mccann, Liliane Dionne, Kevin White Mar 2026

Seeds Of Change - Building Community And Resilience With Plant Guilds, Roslynn Mccann, Liliane Dionne, Kevin White

All Current Publications

The goals of this Grade 6 living systems/biodiversity curriculum are to highlight Indigenous (First Nations, Métis, and Inuit) contributions to science, technology, and sustainable agriculture, with a focus on relational worldviews, permaculture practices, and respect for Mother Earth. Students will conduct plant experiments, learn Indigenous stories, make corn husk dolls, create a recipe, and enjoy eating their soup creation.

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Toward A Didactical Phenomenology For The Completeness Axiom, Sean Larsen, Tenchita Alzaga Elizondo, Kristen Vroom, Stephen Strand Ii Mar 2026

Toward A Didactical Phenomenology For The Completeness Axiom, Sean Larsen, Tenchita Alzaga Elizondo, Kristen Vroom, Stephen Strand Ii

Mathematics and Statistics Faculty Publications and Presentations

The study is part of an instructional design project focused on introductory real analysis. The goal of the project is to develop a theoretically grounded and empirically supported instructional approach that builds on students’ experiences in the calculus sequence to engage them in the reinvention of the rigorous foundations of the calculus. An essential aspect of this foundation is the completeness of the real numbers. Drawing on the didactical phenomenology heuristic from the theory of Realistic Mathematics Education (RME), we conducted an iterative instructional design study focused on the completeness axiom. The work proceeded in two phases. First, we conducted …

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20260316: College Of Education, 1923-1990, College Of Education And Professional Development Mar 2026

20260316: College Of Education, 1923-1990, College Of Education And Professional Development

Guides to University Archives

These items include materials from the College of Education and Professional Development at Marshall University from 1923-1990. Items were received in the 1990s and were processed in 2026 and include notable information from the College of Ed. Items include a Curriculum Analysis Report for various departments on campus; correspondence from various deans and faculty on campus; the Autism Center in 1984; National Council for Accreditation of Teacher Education reports from the 1970s; and information on The Schools of Fayette County, WV. Please download the finding aid for more information.

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Effect Of Al Content On Microstructure, Microhardness And Corrosion Resistance Of Spark Plasma Sintered Ticunisi-Al High Entropy Alloy, Basiru Philip Aramide, Tamba Jamiru, Taoreed Adesola Adegbola, Thomas Ayorinde, Fatai Olufemi Aramide, Abimbola Patricia Idowu Popoola Mar 2026

Effect Of Al Content On Microstructure, Microhardness And Corrosion Resistance Of Spark Plasma Sintered Ticunisi-Al High Entropy Alloy, Basiru Philip Aramide, Tamba Jamiru, Taoreed Adesola Adegbola, Thomas Ayorinde, Fatai Olufemi Aramide, Abimbola Patricia Idowu Popoola

Engineering and Technology Journal

Aluminum-based high-entropy alloys have been of interest owing to their potential for improved mechanical strength and corrosion resistance. In this research, TiCuNiSixAl high-entropy alloys (x = 0.5–1.7 at.%) were synthesized using spark plasma sintering at a temperature of 600 °C and a pressure of 40 MPa to examine the effects of incremental aluminum addition on the densification behavior, microstructure, microhardness, and corrosion resistance in 0.5 M H2SO4 solution. With the increase in Al content, there was an acceleration of the transition from porous, weakly bonded microstructures to more compact multiphase microstructures, resulting in an improvement …

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Extraction And Application Of Biopolymer (Chitosan) From The Waste Of Iraqi Agricultural Crop (Mushroom), Ruaa A. Salman, Wisam K. Hamdan, Hussain A. Jaber Mar 2026

Extraction And Application Of Biopolymer (Chitosan) From The Waste Of Iraqi Agricultural Crop (Mushroom), Ruaa A. Salman, Wisam K. Hamdan, Hussain A. Jaber

Engineering and Technology Journal

The current work extracted the chitosan from the waste of mushroom crops for the first time in Iraq. The chemical process was adopted for demineralization with 2M HCl, deproteinization with 2M NaOH, and decolorization. Also, the refluxing process with 60% NaOH for chitin was applied. The XRD result shows two peaks around 2θ =10° and 20°, indicating the ordered crystalline structure of chitosan. The FT-IR spectrum showed specific bands of chitosan at 3327.97, 2918.71, and 1645.95 cm-1. Also, the FE-SEM results show a smooth, dense, and non-porous surface. The viability results on white blood cells (WBCs) show the …

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Effect Of Forming Angle On Hardness And Thinning Ratio Of Similar And Dissimilar Butt-Welded Joints In Spif, Abbas A. Hussein, Ali H. Al-Helli, Ayad M. Takhakh Mar 2026

Effect Of Forming Angle On Hardness And Thinning Ratio Of Similar And Dissimilar Butt-Welded Joints In Spif, Abbas A. Hussein, Ali H. Al-Helli, Ayad M. Takhakh

Engineering and Technology Journal

The welding of different Aluminum sheets are useful in applications like fan blades, chemical equipment, and naval structures where different regions of a part have different requirements. One of the most famous ways to weld aluminum sheets was friction stir welding method which is difficult to control due to its many variables; so, the novelty of this work is to weld the aluminum sheets by laser technique which distinguishes by speed and ease of implementation and then forming the welded sheets by single point incremental forming Which has not been addressed by any study so far. The aim of …

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Experimental And Statistical Optimization Of Engineered Cementitious Composites For Underwater Concrete, Zainab M. Al-Selmi, Basil S. Al-Shathr Mar 2026

Experimental And Statistical Optimization Of Engineered Cementitious Composites For Underwater Concrete, Zainab M. Al-Selmi, Basil S. Al-Shathr

Engineering and Technology Journal

The performance of concrete placed in underwater environments is often compromised by washout, reduced workability, and inadequate mechanical properties, while the application of engineered cementitious composites under underwater casting conditions has not yet been systematically investigated. This study addresses this research gap through an experimental and statistical evaluation of engineered cementitious composites for underwater concrete, focusing on the combined effects of anti-washout admixture and polyvinyl alcohol fibers. Six mixtures were tested under submerged conditions with anti-washout admixture dosages ranging from 0.7% to 1.1% and fiber contents between 1.5% and 1.75%. The experimental program evaluated fresh-state properties, including slump flow and …

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Exploring The Interplay Of Plastic Hinge Behavior And Soil-Structure Interaction In Frame Structures: Analytical Study, Mouhammed J. Lafta, Mohammed J. Hamood, Qais A. Hasan, Mohammed Y. Fattah Mar 2026

Exploring The Interplay Of Plastic Hinge Behavior And Soil-Structure Interaction In Frame Structures: Analytical Study, Mouhammed J. Lafta, Mohammed J. Hamood, Qais A. Hasan, Mohammed Y. Fattah

Engineering and Technology Journal

This paper presents a critical synthesis of research on the combined influence of plastic hinge behavior and soil–structure interaction (SSI) on the seismic response of frame structures. Unlike prior reviews that treat these topics separately, the study integrates experimental and numerical evidence to identify how SSI alters hinge formation, drift demand, and energy dissipation, and how hinge modeling assumptions affect soil–foundation response. The reviewed literature (2010–2022) shows a clear growth in publications over time and a dominant reliance on analytical and numerical investigations relative to purely experimental work. A quantitative categorization of the surveyed studies indicates that modeling-focused approaches represent …

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Fulfilling Higher Education’S Responsibility To Students And Democracy In A Challenging Political Environment, Abraham Goldberg, Dena Pastor, Kayla Dixon Mar 2026

Fulfilling Higher Education’S Responsibility To Students And Democracy In A Challenging Political Environment, Abraham Goldberg, Dena Pastor, Kayla Dixon

International Journal on Responsibility

The American Association of Colleges and Universities and more than 70 higher education organizations have expressed their shared commitment to making civic inquiry and democratic engagement central to undergraduate education. A framework emphasizing the development of skills to address public issues through courses and practical experiences accompanied their prominent call. Yet, campuses currently are facing increases in educational gag orders and institutional policies aimed at limiting discussion of DEI topics and political protests. Although attacks on free speech would seem to conflict with efforts to prepare students for democracy, there has been little scholarly attention on what students know about …

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Nashville Versus Hollywood: Bridgeport Music's Existential Threat To Live Music Albums, W. Kirk Wolff Mar 2026

Nashville Versus Hollywood: Bridgeport Music's Existential Threat To Live Music Albums, W. Kirk Wolff

Florida Entertainment and Sports Law Review

The Sixth Circuit’s decision in Bridgeport Music, Inc. v. Dimension Films, which eliminated the de minimis exception for sound recording copyrights, has transformed copyright law into a potential weapon for suppressing artistic expression. By adopting a rigid per se infringement standard, the decision empowers bad actors to exploit copyright law against live music recordings, a uniquely vulnerable and culturally significant medium. Under this standard, even the inadvertent inclusion of an imperceptible sound fragment in a live recording—such as a stray copyrighted ringtone or background music at a festival—constitutes actionable infringement, creating significant legal risks for artists and producers. While …

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New Flames, Old Irons: A Striking Analysis Of Florida's Gaming Compact With The Seminole Tribe, Zen Rizzuto-Flancbaum Mar 2026

New Flames, Old Irons: A Striking Analysis Of Florida's Gaming Compact With The Seminole Tribe, Zen Rizzuto-Flancbaum

Florida Entertainment and Sports Law Review

This Comment analyzes Florida’s gaming compact (the Compact) with the Seminole Tribe, focusing on the legality of allowing online sports betting under the Indian Gaming Regulatory Act (IGRA). The Compact permits the Seminole Tribe to offer statewide online sports betting by “deeming” all bets placed in Florida as occurring on tribal lands, where the Seminole betting servers are located. This Comment argues that such an interpretation stretches the plain meaning of “Indian lands” in IGRA, which traditionally refers to physical land within reservations. Notably, the Ninth Circuit and the D.C. Circuit have seemingly contradictory opinions on this issue. This Comment …

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Professionalizing Esports, Becky Harris, Tavis Sartin Mar 2026

Professionalizing Esports, Becky Harris, Tavis Sartin

Florida Entertainment and Sports Law Review

As millions of dollars, euros, yen, and won continue to pour into the esports industry, esports has not been spared from the same challenges facing traditional competitive sports. While traditional sports leagues had the space to develop over decades, esports, by contrast, have enjoyed a meteoric rise in popularity and swift adoption by gamers and fans alike. The accelerated acceptance and adoption of esports means that the esports industry has been experiencing “growing pains” much like traditional sports leagues—as well as other issues endemic to esports—at a much earlier stage. Addressing these issues necessitates an unbiased and candid examination of …

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Seasonal Dynamics And Trends Of Environmental Conditions In Lake Louise, Georgia, Daniel Kwawuvi, James A. Nienow Mar 2026

Seasonal Dynamics And Trends Of Environmental Conditions In Lake Louise, Georgia, Daniel Kwawuvi, James A. Nienow

Georgia Journal of Science

Lakes are important aquatic ecosystems that are extensively influenced by seasonal variations. In this study we investigate the seasonal dynamics and trends of three environmental variables, water temperature, conductivity and dissolved oxygen (DO), in Lake Louise, a sinkhole lake located in southern Georgia. These variables were measured in-situ along a depth profile from January 27, 2024 to January 17, 2025. We also accessed archived data from field campaigns in 2003, 2004, and 2017 in order to test whether a recent increase in the number of hurricanes impacting the region, five since August, 2017, may have significantly altered the seasonal dynamics …

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Revisiting A Service-Learning Component In Aac Coursework: Design, Logistics, And Practical Challenges, Juhi Kidwai, Mohammad Al Rjoob, Maria Claudia Franca, Valerie E. Boyer Mar 2026

Revisiting A Service-Learning Component In Aac Coursework: Design, Logistics, And Practical Challenges, Juhi Kidwai, Mohammad Al Rjoob, Maria Claudia Franca, Valerie E. Boyer

Teaching and Learning in Communication Sciences & Disorders

This scholarly teaching manuscript describes the design, implementation, and challenges of integrating a service-learning component into a graduate-level augmentative and alternative communication (AAC) course within a Communication Disorders and Sciences (CDS) program. The project sought to bridge academic instruction with real-world application while addressing unmet service needs in local schools. The 16-week course was divided into an eight-week didactic phase followed by an eight-week field-based practicum. Graduate students were paired with school-based speech-language pathologists (SLPs) in a rural, midwestern special education cooperative district, to support children using AAC. Implementation included a pre-semester needs assessment, collaborative student–SLP matching, structured orientation, weekly …

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From Answers To Understanding: Bridging The Gap Between Multiple-Choice And Open-Ended Questions, Kathleen A. Siren Mar 2026

From Answers To Understanding: Bridging The Gap Between Multiple-Choice And Open-Ended Questions, Kathleen A. Siren

Teaching and Learning in Communication Sciences & Disorders

Assessment is central to effective teaching, and the structure of exam questions significantly influences both learning and instruction. Multiple-choice (MCQ) and short-answer (SAQ) questions are widely used and frequently studied, each offering distinct advantages and limitations for formative and summative assessment. This study examined a modified multiple-choice format, multiple-choice questions with explanation (MCQwE), for which students selected an answer and briefly explained their reasoning. Designed to combine the efficiency of MCQs with the diagnostic value of open-ended responses, MCQwE were implemented in an undergraduate speech science course and compared to traditional MCQs and SAQs in terms of student performance. Findings …

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Numerical Simulations For Determining Resistance, Trim, And Sinkage Characteristics Of A Tugboat, Utku Cem Karabulut Mar 2026

Numerical Simulations For Determining Resistance, Trim, And Sinkage Characteristics Of A Tugboat, Utku Cem Karabulut

Seatific Journal

A detailed numerical investigation of the calm-water hydrodynamic performance of an azimuth stern drive (ASD) tugboat is presented. Unsteady Reynolds-Averaged Navier–Stokes (URANS) simulations are performed to predict the total resistance, trim, and sinkage over a wide range of Froude numbers at model scale. The free-surface flow is captured using the Volume of Fluid (VOF) method with a high-resolution interface capturing scheme, while turbulence effects are modeled using the SST k–ω formulation. To account for dynamic hull response, the vessel is allowed to move freely in heave and pitch through a Dynamic Fluid Body Interaction (DFBI) approach. A systematic mesh and …

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Online Recruitment For Interview Participants Impacted By The Criminal Legal System, Sarah Lageson, Carolina R. Caliman, Elsa Chen, Ericka Adams Mar 2026

Online Recruitment For Interview Participants Impacted By The Criminal Legal System, Sarah Lageson, Carolina R. Caliman, Elsa Chen, Ericka Adams

Qualitative Criminology (QC)

"As technology has altered communication, qualitative criminologists have turned to digital spaces for a cost-effective approach to recruit participants who have been impacted by the criminal legal system. This paper analyzes the limits and benefits of online recruitment, detailing our experience recruiting 93 interviewees online for a qualitative study of criminal record expungement. We compare three approaches: social media advertisements, Amazon’s crowdsourced MTurk platform, and the opt-in survey platform Prolific, and analyze the financial and labor costs associated with each. We detail our experience individually screening 685 interested participants to obtain 86 qualitative interviews suitable for analysis. Our experience shows …

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Fragmented Responses: Variability In Law Enforcement And Prosecutorial Approaches To Sexual Assault Cases, Veronica Gonzalez Mar 2026

Fragmented Responses: Variability In Law Enforcement And Prosecutorial Approaches To Sexual Assault Cases, Veronica Gonzalez

Qualitative Criminology (QC)

"Sexual assault (SA) remains a pervasive issue in the United States, marked by low reporting rates, inconsistent investigations, and limited convictions. In response, researchers and practitioners have promoted a range of best practices aimed at improving law enforcement and prosecutorial responses. This qualitative study draws on interviews with 13 law enforcement agencies and 12 prosecutors' offices to explore how recommended practices—such as victim advocacy, specialized units, interagency collaboration, and case reviews—are interpreted and operationalized in the field. Findings reveal substantial variability, shaped not only by resource availability but also by leadership priorities, organizational culture, and the ambiguity of guidance documents. …

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To Protect And To Serve? A Phenomenological Exploration Of Interactions Between Black Transgender Women And Law Enforcement In The Midwest, Anthony Banks, Kelli E. Canada, Erin L. Robinson, Mansoo Yu, Lynn Mie Itagaki Mar 2026

To Protect And To Serve? A Phenomenological Exploration Of Interactions Between Black Transgender Women And Law Enforcement In The Midwest, Anthony Banks, Kelli E. Canada, Erin L. Robinson, Mansoo Yu, Lynn Mie Itagaki

Qualitative Criminology (QC)

"Current research indicates transgender women of color are experiencing what is being referred to as an “epidemic of violence.” Law enforcement personnel are in a unique position to mitigate this violence among transgender women of color, however past research shows that law enforcement may in some instances perpetuate already existing violence with this population instead of preventing and intervening in these situations. This study aimed to add to the limited research by using an intersectional theoretical framework to better understand these interactions. Research questions were answered using a phenomenological research design. Data from 36 semi-structured interviews with Black transgender women …

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"This Is Not A Scam!": Assessment Of An Awareness Raising Program Tackling Older Adults' Scam Victimization In A Multi-Method Study, Katalin Parti, Pamela Teaster, Susanna Rinehart, Charles Dye Mar 2026

"This Is Not A Scam!": Assessment Of An Awareness Raising Program Tackling Older Adults' Scam Victimization In A Multi-Method Study, Katalin Parti, Pamela Teaster, Susanna Rinehart, Charles Dye

Qualitative Criminology (QC)

"Interactive theatre has long been used to educate and empower communities and prevent crime across all age groups. Although older populations are disproportionately victimized through fraudulent online schemes, effective educational interventions, like interactive theatre, have not been utilized to increase crime awareness. This paper describes an explorational research project, analyzing the results of a theatre-based fraud awareness program aimed towards educating victims and their communities about scams targeting older people. The study employs a mixed-method research design to examine program impact. In applying multifaceted tools of data collection, such as survey, participant observation, and follow-up interviews, the research team identified …

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Aging On Parole: A Thematic Analysis Of The Parole Officer’S Perspective, Angela Murolo Mar 2026

Aging On Parole: A Thematic Analysis Of The Parole Officer’S Perspective, Angela Murolo

Qualitative Criminology (QC)

"A growing proportion of people leaving prison are over 50 years old and will live at least temporarily under the supervision of a parole officer. While recidivism rates are lower for older people, there are physical, mental, and societal challenges that accompany advancing age that make successful reentry and reintegration a challenging experience compared to their younger counterparts. This presents novel challenges for parole officers who are tasked with supervising and counseling elderly people on parole. Surveys containing closed and open-ended questions were administered to N=25 parole officers to understand the differences in working with, counseling, and supervising older and …

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Charisma As A Branch Outcome: A Structural Account Of Constraint-Driven Correction, Griselda Poe Mar 2026

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 …

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Cognitive Interaction Architecture: A Structural Account Of Mode-Specific Problems And Design Responses In Ai Interaction, Griselda Poe Mar 2026

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 …

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What Love Is: A Structural Account Through Core/Modulation Architecture, Griselda Poe Mar 2026

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, …

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Three-Layer Cognitive Architecture: A Structural Account Of Core Processing, Modulation, And The Prior Layer, Griselda Poe Mar 2026

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 …

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Ai As Structural Reverse-Engineering: A Structural Account Of Multi-Model Research Protocol, Griselda Poe Mar 2026

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 …

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Structure Before Theory: A Structural Account Of Spontaneous Ai Architecture Visualization, Griselda Poe Mar 2026

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 …

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Layer Mismatch: A Structural Account Of Recomputability Failure Under Modulation-Layer Intervention, Griselda Poe Mar 2026

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.

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Theory Generation: A Structural Account Of Concept Decomposition And Structural Termination, Griselda Poe Mar 2026

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 …

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Ai As An Amplifier: A Structural Account Of Theory-Driven Research Collaboration, Griselda Poe Mar 2026

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. …

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