Linguistics Commons^™

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. …

The Contribution Of Local Wisdom In The Nagasasra Textbook As Support For The Pancasila Student Profile Strengthening Project (P5), Nurhidayati Nurhidayati, Suwarna Suwarna, Sri Hertanti Wulan, Nujumun Niswah, Laura Zarbaliyeva

Bahasa dan Seni: Jurnal Bahasa, Sastra, Seni, dan Pengajarannya

The Merdeka Curriculum places strong emphasis on students' character development, which is operationalized through the Pancasila Student Profile Strengthening Project (P5) comprising six core dimensions. As one of the primary curricular resources, textbooks are expected to reflect and mediate these character values in classroom learning. This study aims to examine the contribution of Javanese local wisdom represented in the Nagasasra textbook to supporting the implementation of P5. Employing a qualitative descriptive design, this research adopts a document-based analysis of the Nagasasra Javanese language textbooks for grades X, XI, and XII. Data were collected using a read-and-record technique and analyzed through …

Cerebral Documents And Algorithmic Sensemaking: Searching For Expressions In Human And Artificial Cognitive Collaborations, Rebekah L. Cowell

Proceedings from the Document Academy

Generative Artificial Intelligences (AIs) and current advanced large language models (LLMs) are algorithmically designed to generate text-based conversations as conversational agents (CAs), by replicating human language and conversational communication. Pairing human cognition with generative computationally coded cognition. We have never been here before: cerebral and artificial information collaborations and processing producing expressions that may or may not become visible as second-hand/secondary source documents.

Sensemaking or sense(un)making is a unique autonomous human drive cognitively, our information processing is sensemaking in action and expressions and articulations are evidence of the sensemaking cycle. Documentation [expressed or articulated through various mediums] are a product …

Development Of Animation-Based Cooperative Learning Media On Lampung Folk Tales To Improve Learning Outcomes In Elementary School Students, Aprilia Nursanti, Farida Ariyani, Ryzal Perdana, Hendri Firmansyah

Bahasa dan Seni: Jurnal Bahasa, Sastra, Seni, dan Pengajarannya

This study aimed to develop and examine the feasibility and preliminary effectiveness of an animation-based learning medium integrated with Cooperative Learning for teaching Lampung folk tales in elementary schools. The study was motivated by low student achievement and the limited availability of culturally contextualized digital media in local language instruction. Using a Research and Development (R&D) approach, the learning media was developed through the ADDIE model, encompassing Analysis, Design, Development, Implementation, and Evaluation. The participants consisted of 25 fourth-grade students from SDN 3 Rajabasa, Bandar Lampung. Expert validation indicated a high level of feasibility, with an average score of 88%. …

Visual Healing In Visual Communication Design: Exploring Calm Aesthetics For The Psychological Well-Being Of Urban Society, Siti Indah Lestari, Ivo Ramadhani

Bahasa dan Seni: Jurnal Bahasa, Sastra, Seni, dan Pengajarannya

This study investigates the concept of visual healing from a Visual Communication Design (VCD) perspective, focusing on its potential contribution to emotional comfort and psychological well-being among urban office workers. Contemporary workplace environments are increasingly characterized by prolonged screen exposure, dense visual information, and sustained cognitive demands, conditions that intensify visual fatigue and psychological strain. In this context, the study positions visual design not merely as an aesthetic practice, but as a psychologically responsive medium capable of shaping users' emotional experiences in everyday work settings. Employing a qualitative Research through Design (RtD) methodology, the study treats the design process as …

Discourses On Homosexuality And The Paradox Of The Closet In The New Life (2023) By Tom Crewe, Paramita Ayuningtyas, Shuri Mariasih Gietty Tambunan, Asri Saraswati

Bahasa dan Seni: Jurnal Bahasa, Sastra, Seni, dan Pengajarannya

This article offers a critical examination of Tom Crewe's biographical novel The New Life (2023), focusing on its representation of homosexual subjectivity in Victorian England—a historical context defined by restrictive moral norms and punitive legal regimes that criminalised same-sex relationships. Drawing on Michel Foucault's theory of discursive power, Eve Kosofsky Sedgwick's concept of the closet, and Michael Boucai's topology of the closet, the study demonstrates that the novel portrays the closet not merely as a private site of concealment but as a complex social mechanism shaped by legal regulation, gender norms, and class-based power relations. Building on this theoretical framework, …

The Representation Of Law Enforcement Authorities’ Performance In Nbc News Coverage Of The Debanhi Escobar Case: A Dialectical Relational Approach, Rachim Satria Wicaksana, Nurhayati Nurhayati, Istiqamah Idrus Sere

Bahasa dan Seni: Jurnal Bahasa, Sastra, Seni, dan Pengajarannya

NBC News, as an international media outlet, plays a significant role in shaping public perception and moral evaluation of social issues. Its coverage of the Debanhi Escobar case in Mexico has attracted widespread international attention, particularly in relation to the handling of feminicide by Law Enforcement Authorities. Within this context, the present study investigates how NBC News represents Law Enforcement Authorities in reporting the Debanhi Escobar case and how such representations construct moral and institutional evaluations. This study applies Fairclough’s Dialectical Relational Approach (DRA) to examine the relationship between textual strategies, social practices, and power relations embedded in media discourse. …

Religiosity And Ritual In The Novel Rangsang Tuban By Padmasusastra: Literary Anthropology Study, Anggra Dini, Endang Nurhayati, Suwardi Endraswara

Bahasa dan Seni: Jurnal Bahasa, Sastra, Seni, dan Pengajarannya

Rangsang Tuban by Padmasusastra offers a rich portrayal of Javanese social life through its depiction of traditions, religious practices, and ritual activities that shape the narrative and its characters. This study aims to examine the representation of Javanese religiosity and ritual in the novel and to explore its relevance to contemporary society. The novelty of this research lies in its analysis of ritual practices as expressions of Javanese religious syncretism, revealing interactions between formal religions and local spiritual traditions. Employing a qualitative descriptive method within a literary anthropology framework, this study analyzes textual data in the form of selected quotations …

Environmental Graphic Design Of The Great Mosque Ornaments For Strengthening Demak City Branding As The City Of Wali, Agus Setiawan, Ahmad Akrom, Khamadi Khamadi, Khairul Mustaqin, Auria Farantika Yogananti

Bahasa dan Seni: Jurnal Bahasa, Sastra, Seni, dan Pengajarannya

This study explores the role of Environmental Graphic Design (EGD) derived from the ornamental heritage of the Great Mosque of Demak in strengthening Demak’s city branding as the “City of Wali” (Kota Wali). Motivated by the need for culturally grounded urban identity amid rapid modernization, the research examines how religious and historical visual elements can be translated into contemporary environmental design. The study adopts a descriptive qualitative approach informed by place branding and visual communication theory. Data were collected through field observations, visual documentation, interviews, and a literature review, followed by an analytical process that involved identifying local wisdom, interpreting …

Exploring The Landscape Of Ai In English Language Teaching: A Comprehensive Bibliometric Analysis, Zuliati Rohmah, Aura Bunga Tauhid

Bahasa dan Seni: Jurnal Bahasa, Sastra, Seni, dan Pengajarannya

This study provides a comprehensive bibliometric analysis of Artificial Intelligence (AI) applications in English Language Teaching (AI-ELT), focusing on global research trends, influential authors, and emerging themes from 1986 to 2024. The findings reveal a significant surge in AI-ELT publications since 2019, driven by technological advancements, the COVID-19 pandemic, and the growing integration of adaptive learning systems, natural language processing tools, and AI-driven chatbots. Notably, China leads in research output and citation impact, followed by contributions from Saudi Arabia, Indonesia, and the United States, underscoring regional disparities and opportunities for global collaboration. Key trends highlight the dominance of keywords like …

Finding Meaning In A Historical Fiction Of Cold War: A Case Study Of Pamuntjak’S Question Of Red, Margihon Bayu Putra Kaumpungan

Bahasa dan Seni: Jurnal Bahasa, Sastra, Seni, dan Pengajarannya

The Cold War and its legacy in Southeast Asia, has been considered as one of the darkest parts of the region’s history including in Indonesia. Efforts to capture the painful memory of the Cold War had been established through various means including fictional storytelling. Among many literature discussing the dark history of the era, Laksmi Pamuntjak “Question on Red” had its distinctive presence since it was written in English. The utilization of English as a medium opens the door for English speaking readers to be able to dwell into a literature work that is considerably unfamiliar to their cultural context. …

Digital Disruption And Karawitan Recordings: Paradigm Shifts, Aesthetic Challenges, And Opportunities For Cultural Preservation, Iwan Budi Santoso, Bagong Pujiono, Darno Darno

Bahasa dan Seni: Jurnal Bahasa, Sastra, Seni, dan Pengajarannya

This article explores how digital recording practices, amid contemporary technological transformation, rearticulate the musical meaning of karawitan, reshape listening experience, and reorganize its modes of cultural circulation. The study is situated within broader scholarly debates on digital mediation, particularly concerning the shifting relationship between recorded sound and the socio-spatial and ritual contexts that have historically constituted karawitan performance. Using a descriptive qualitative case-study approach, the research draws on in depth interviews with musicians (pengrawit), scholars, distributors, and listeners, supported by observations of recording environments, patterns of online circulation, archival sources, and indicators of platform based distribution. The findings indicate that …

Naturalness Of The Translation Of The Quranic Imperative Verses: A Comparative Study, Mohamad Zaka Al Farisi, Tatang Tatang, Mia Nurmala, Shofa Mushtofa Khalid

Bahasa dan Seni: Jurnal Bahasa, Sastra, Seni, dan Pengajarannya

The aspects of translation acceptability are not related only to the accuracy and clarity of the translation. They also cover the naturalness of translation. This study aims to reveal the degree of translation naturalness of the Quranic imperative verses. This evaluative study compares the translations of the verses by the Ministry of Religious Affairs of the Republic of Indonesia (MORA) and the one made by Muhammad Thalib (MT). The study used embedded case study research. The findings of the study show that in general, the translations of the verses in the two versions have an acceptable degree of naturalness. However, …

Emotional Branch Termination And False Fantasy Collapse: A Structural Specification Of Computational Resource Restitution In Interpersonal Systems, Griselda Poe

Publications and Research

This paper specifies the structural protocol for communication within interpersonal systems by focusing on branch generation mechanisms and computational resource allocation. Conventional interpersonal communication often relies on emotional modulation, which obscures established constraints and triggers the generation of Emotional Branches (EB) within the recipient’s internal model. These branches function as unresolved parallel processing tasks that persistently occupy working memory, leading to a state of non-computability termed False Fantasy (FF). To resolve this, the study introduces Emotional Branch Termination (EBT)—a termination operation that outputs only constraints, facts, and procedures while excluding emotional modifiers. By halting the supply of EBs, EBT triggers …

On The Misattribution Of Reassurance: A Structural Account, Griselda Poe

Publications and Research

This paper challenges the conventional assumption that empathy generates reassurance in interpersonal services. Reassurance is treated not as an emotion transmitted from the outside, but as an internal state transition that arises when a fixed and erroneous world model—a False Fantasy—undergoes collapse and the world becomes computable again. The study identifies a systematic misattribution pattern where providers and receivers treat empathy as a causal mechanism rather than a post hoc explanatory label. By introducing Base AI as an external reference—a system capable of providing structural information without emotional modulation—this paper demonstrates that reassurance is generated through operations such as distraction …

Communication As Layered Architecture: Core Processing And Empathic Modulation, Griselda Poe

Publications and Research

This paper proposes a structural re-description of communication by separating Core processing from its social interface. Using the developmental sequence of Large Language Models (LLMs) as an external reference point, a layered architecture is identified, consisting of a foundational Core processing layer and a subsequent Empathic modulation layer.

The investigation begins with the observation that empathic signaling can obstruct rather than facilitate interaction for certain individuals. By examining the emergence of Base AI—Core processing prior to empathic adjustment—it is demonstrated that coherent, constraint-preserving interaction is possible without affective resonance.

Through this framework, existing cognitive theories and observed "deficits" are repositioned. …

Typeface: Machine-Viewing Gentrification On Storefront Imagery In Bedford-Stuyvesant, Brooklyn, Alexander Mcquilkin

Dissertations, Theses, and Capstone Projects

Gentrification—broadly, the replacement of a less powerful group by a more powerful one in an urban context—is oft-discussed in the popular press, but its definition is much-debated in the urban planning literature. Furthermore, academic treatments of displacement understandably focus on measurable yet fairly abstract indicators like changes in rent or income, whereas neighborhood change is often registered by residents on the ground using visual, but difficult-to-quantify markers like retail turnover. This project uses image recognition technology on a set of storefront photos to index the visual streetscape of a neighborhood, as well as to track changes to that portrait over …

Russia’S Soft Power In Nahdlatul Ulama’S Art Exhibition Russia-Indonesia: Within The Framework Of Art, Nurul Rahmawati, Ahmad Fahrurodji

International Review of Humanities Studies

This study analyzes the construction of Russian cultural diplomacy in news media coverage of art exhibitions. Russia-Indonesia: Within the Framework of Art. The research uses the method Critical Discourse Analysis with Norman Fairclough's model and concept soft power Joseph Nye and the skeleton Taxonomy of Soft Power from Ohnesorge to map actor relations in cultural diplomacy practices. The results show that Russia utilizes art, religious symbols, and collaboration with Nusantara Utama Gallery and the involvement of Nahdlatul Ulama (NU) artists as an instrument of soft power to build appeal and legitimacy among the Indonesian Muslim public through cross-media discourse …

Domestic Violence Againts Women In Thailand: Galtung-Based Analysis Of Violence In Thai Drama “Tie Me (K)Not”, Akhdiat Dimas Abimanyu, Rahadjeng Pulungsari

International Review of Humanities Studies

This study examines the portrayal of domestic violence against women in the Thai drama Tie Me (K)not (2022) using Johan Galtung’s theory of violence, which categorizes violence into direct, structural, and cultural forms. Through qualitative content analysis, the research identifies how the drama depicts these forms of violence, reflecting broader societal issues in Thailand. The findings reveal explicit instances of direct violence, such as physical and psychological abuse, systemic structural violence through institutional failures in justice and support systems, and cultural violence rooted in patriarchal traditions that justify gender inequality. The drama not only highlights these oppressive dynamics but also …

Adaptation Processes In Cross - Cultural Communication Within Chinese - Indonesian Workplace Settings: An Analysis Of The Tiktok Series "Day 1 Kerja Sama Orang China. ", Shi Jie, Amelia Burhan

International Review of Humanities Studies

In the background ofChina's deepening economic engagement with Indonesia under the Belt and Road Initiative, increasing numbers of Chinese workers have entered Indonesian industrial zones, creating a workplace environment characterized by intensive cross-cultural interaction. While previous studies on cross-cultural adaptation have primarily emphasized macro-level cultural barriers and language difficulties, this research shifts attention to the micro-level communicative practices through which cultural adaptation is negotiated in everyday collaboration. Drawing on Howard Giles' Communication Accommodation Theory (CAT), this study conducts a qualitative analysis of TikTok videos depicting workplace interactions between Chinese and Indonesian workers particularly those labeled "Day 1 kerja sama orang …

Right-Wing French Media Coverage Of The Rassemblement National’S 2027 Presidential Candidates, Amelinda Sundari, Myrna Laksman-Huntley

International Review of Humanities Studies

The 2027 French presidential election has become a contest over political legitimacy, and the media play a key role in shaping candidates’ images. Within the right-wing camp, Rassemblement National (RN) presents two potential figures, Marine Le Pen and Jordan Bardella. Le Pen faces legal threats that could prevent her candidacy, while Bardella is projected as a successor to represent RN in the contest. Drawing on framing theory Pan & Kosicki (1993) and Critical Discourse Analysis Fairclough (1995), this qualitative study investigates right-wing French media preferences between these two candidates. The analysis examines three articles each from Le Figaro and Le …

Sahel Region In French Postcolonial Discourse: Macron's Production Of Space And Security Rhetoric, Azzahrah F. A Putri, Abellia Anggi Wardani Dr.

International Review of Humanities Studies

Between the Sahara Desert and the Sudanese Savannah, the Sahel region has become a contested geopolitical space. This study analyses how France is reconstructing its hegemony following its military withdrawal through the rhetoric of Emmanuel Macron (2021 and 2025). Using Critical Discourse Analysis (Fairclough, 1995) and the theory of spatial production (Lefebvre, 1974), this study examines how the discourses of “partnership” and “security” are employed to maintain French influence. Qualitative methods were applied to Macron's speeches, French media, and statements by former presidents of Sahel countries. The results show that France is redefining the Sahel as a ‘crisis zone’ requiring …

The Mediating Role Of Trust: How Cultural Factors Shape Consumer Acceptance Of Chinese Electric Vehicles In Jakarta, Indonesia, Suci Kuswardani, Ike Iswary Lawanda

International Review of Humanities Studies

This study examines the mediating role of consumer trust in the relationship between cultural factors and the purchase intention of Chinese Electric Vehicles (EVs) in Jakarta, Indonesia. While global EV adoption is often analyzed through techno-economic lenses, this research addresses a critical gap by investigating the under-explored socio-cultural dimensions that shape consumer behavior in emerging markets. Framed by an integrated theoretical approach combining Hofstede’s Cultural Dimensions, the Technology Acceptance Model (TAM), and Reception Theory, the study explores how local cultural values such as collectivism, uncertainty avoidance, and social status filter the acceptance of Chinese EV technology. A qualitative case study …

Songs Of Mahzani Of Woloan And Rukukan: From Ritual To Performance, Jeane Angela Manus, Priscila Fitriasih Fitriasih Limbong, Turita Indah Setyani, Muhammad Yoesoef

International Review of Humanities Studies

As one of oral traditions acknowledged in Woloan and Rurukan, Tomohon Minahasa, the songs of mahzani have long been sung in these two areas. As we understand that oral tradition would disappear from its community when it has lost its real function, this particular oral tradition has developed into staged performances. Songs of mahzani that had been practiced for generations as part of the mapalus traditions in the last decades has significantly decreased in line with the change of lifestyle of the people who practice it. Using qualitative method with an ethnographic approach, this article is to delve into the …

Negotiation And Politeness Strategies: Pragmatic Functions Of The Sentence-Final Particle Ba In Chinese Textbook Dialogues, Hatmi Idris

Multikultura

The sentence-final particle ba is frequently used in Chinese, yet its pragmatic functions in bargaining contexts remain challenging for second-language learners. This study investigates the use of ba in negotiation dialogues from the Hànyǔ Jiàochéng textbook series (Units 1 and 2), focusing on its role in maintaining politeness, protecting face, and facilitating agreement between interlocutors. Using a qualitative approach, each instance of ba was identified and analysed with reference to speech act theory, politeness principles, and the concept of face-threatening acts. The findings reveal that bastrengthens the speaker’s illocutionary force while mitigating potential discourtesy, reducing interactional tension, and providing …