Digital Commons Network^™

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. …

Opportunities, Challenges, And Conspicuous Absences: An Integrative Review Of The Social Work Literature On Artificial Intelligence, Michael J. Massey, Ian G. Williams, Grace C. Polistina, Eathan A. Breaux

Publications and Research

INTRODUCTION: Social work discourse regarding artificial intelligence (AI) in practice, research, and education has proliferated over the last 5 years, reflecting both excitement over its potential and ambivalence about its ethical challenges. However, the extent to which social work is fully engaging with the structure of AI and its enormous impacts on the environment, labour, and distribution of power remains unclear.

METHODS: An integrative review of social work literature from 2020–2024 was conducted to address two research questions: 1) What is the nature of the social work discourse related to AI? 2) To what extent is the discourse …

Academic Freedom And Collective Bargaining: A Joint Report By The National Center For The Study Of Collective Bargaining In Higher Education And The Professions And The Aaup’S Center For The Defense Of Academic Freedom, William A. Herbert, Isaac A. Kamola, Timothy R. Cain, Erin Ward, Anita Levy, Kathryn Ritchie, Ariana Gonzalez

Publications and Research

This is a joint report by the National Center for the Study of Collective Bargaining in Higher Education and the Professions at Hunter College (National Center) and the Center for the Defense of Academic Freedom (CDAF) at the American Association of University Professors. It presents excerpts from forty-five collective bargaining agreements in higher education to demonstrate the wide range of ways academic freedom is defined in contracts, or not, and how the negotiated definitions incorporate, quote, follow, mirror, or deviate from the principles set forth in the 1940 Statement of Principles on Academic Freedom and Tenure (hereinafter 1940 Statement).

Foreword: Resisting Erasure: Libraries In Palestine And Palestine In Libraries, Emily Drabinski

Publications and Research

This foreword opens an anthology that explores research and experiences at the intersection of Palestine and libraries. Part one examines how Palestinian librarians, archivists, and individuals resist erasure by preserving Palestinian materials and narratives and by ensuring Palestinians’ access to library resources amidst recurring cycles of destruction and confiscation. Part two explores how librarians in the United States respond to pressure from right-wing and pro-Israel advocacy groups that are quick to label any effort to include Palestinians and their histories as antisemitic.

Why We Must Commune: Rethinking The Role Of Marketing Communications In Turbulent Times, Javier Garcia

Publications and Research

“Communications” is often thought of as a noun, representing the messages we receive on a daily basis from people, brands, and institutions alike. 

"Communications" is also often associated with an industry that exists to produce such messaging in service of capitalism, with a commercial or otherwise actionable outcome desired from its receiving audience. 

This presentation, hosted by two-time CCNY graduate and senior marketing communications professional and Assistant Professor Javier Garcia, will examine the urgency and opportunity in rethinking the value and study of marketing and communications. 

In his presentation, Professor Garcia will offer suggestions on how to guide students towards …

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 …

Micromobility In Nyc: 2025, Mike Owen Benediktsson Phd, Xuemeng Li Phd

Publications and Research

This report offers a statistical snapshot of micromobility across the city over a three-week period in late 2025. Our team of trained researchers systematically observed over 1,700 micromobility vehicles at 155 separate intersections across the five boroughs of New York City. Our primary findings describe overall patterns in the demographics of micromobility and vehicle behavior at city intersections, and show how this behavior is shaped by variations in infrastructure as well as individual-level attributes.

Becoming Tricky In Measure For Measure: Isabella's Silences Revisited, Laura Kolb

Publications and Research

At Measure for Measure’s start, Isabella is presented as radically self-same, possessed of “no tongue but one.” By its end, she has helped orchestrate a bed trick and publicly lied about her sexual history. Measure for Measure presents trickery as a vehicle for truth-telling in the face of injustice that is both situationally specific—created by Angelo’s hypocrisy—and utterly mundane: a feature of being a woman in the world. Ultimately, the play suggests that trickery is woven into the fabric of femininity itself: into the repertoire of linguistic, embodied, and behavioral strategies women like Isabella develop in navigating masculinist systems, …

Livestreaming A Doitocracy: Platform-Jumping Participatory Practices In Modular Synthesis Gear Cultures, Eliot Bates

Publications and Research

Earth Modular Society (EMS) is a cross-platform community dedicated to live hardware modular synthesis, with their primary efforts going into a 24/7 modular “radio station” that livestreams on Twitch and YouTube, and a supporting Discord chat server. Although part of the broader modular synthesis gear culture (a large-scale social formation that coalesces around specific classes of fetishized technical objects), EMS represents a new development in gear cultures as it foregrounds live performance and minimizes the accrual of status via conspicuous consumption. The normative governance structures of platform-specific gear culture communities preclude all but one or a handful of users from …

Confronting The “Green” Discourse Of Librarianship, Michael Kirby

Publications and Research

Set against the backdrop of resurgent right-wing populism and drawing on Sam Popowich’s critique of democratic discourse in librarianship, this article outlines a crisis of imagination within liberal climate activism—particularly its essentially unquestioned commitment to “green growth,” or the notion that economic expansion can continue indefinitely alongside ecological sustainability. The American Library Association (ALA), despite its progressive public image, uncritically promotes these same market-oriented solutions to climate change and aligns itself with international treaties such as the Kyoto Protocol and the Paris Agreement, both of which are grounded in growth-centric frameworks and market mechanisms like carbon credits. These frameworks and …

An Autoethnographic Study Of A Technical Services Librarian’S Teaching Journey During The Tenure Track: “Define Myself For Myself To Both Survive And Thrive”, Junli Diao

Publications and Research

This autoethnographic study explores the disorienting dilemma that a technical services librarian experienced while alternating between working behind the scenes to fulfill professional responsibilities and teaching in the library to meet organizational expectations as a faculty member. The analysis of personal data accumulated during the tenure track period reveals three themes: teaching as learning to become, teaching as learning to challenge the system, and teaching as learning to research. Reflection focuses on three themes interconnected by the concept and practice of mindful learning. With the acknowledgement of limitations, this autoethnography concludes it was the self-reflective lifelong learning mindset that helped …

Toward A Speculative Librarianship, Michael Kirby

Publications and Research

(Academic) citation is a representational practice of hollow, ruined potential professional accumulation of intellectual capital. Critical librarianship finds itself in the same situation as Saint Anthony: beset by interpretive demons (Freud, Nietzsche, Marx), nearing total evaluative exhaustion, wandering in a theoretical desert of its own creation. “Where am I?” the lonely figure shouts as he’s lifted into the air. Prayer, even as a last resort, seems intolerable. What happens when critique loses its way?

Marshall Shulman: Bridging The Gap Between The Academic And Policymaking Worlds And Building Transnational Communities, Cynthia A. Roberts

Publications and Research

This essay examines Marshall D. Shulman’s legacy as a scholar of Soviet foreign policy, a scholar-practitioner who moved between academic and policymaking worlds, and a builder of transnational expert communities. It highlights Shulman’s early challenge to essentialist interpretations of Soviet foreign policy, his conception of the U.S.-Soviet relationship as a “limited adversary relationship,” and his emphasis on managing nuclear competition while avoiding catastrophic war. The essay also traces Shulman’s role in arms control, Track II diplomacy, scientific and expert exchanges, and the development of Russian and Soviet studies at Columbia University. Drawing on the author’s experience as Shulman’s student and …

Introduction To The Jervis Forum Roundtable Of Review Essays On Mark Kramer, The Fate Of The Soviet Bloc’S Military Alliance: Reform, Adaptation, And Collapse Of The Warsaw Pact, 1985–1991, Cynthia A. Roberts

Publications and Research

This introduction frames a Jervis Forum roundtable of review essays on Mark Kramer’s study of the final years of the Warsaw Pact and situates the book within broader scholarship on the end of the Cold War. It examines Kramer’s archivally- grounded argument that the alliance’s collapse was not predetermined but followed from a consequential Soviet policy shift under Mikhail Gorbachev, particularly the decision to renounce military intervention to preserve communist regimes in Eastern Europe. This introduction considers changes in Soviet military doctrine, civil-military relations, arms-control priorities, and Moscow’s effort to transform rather than abolish the alliance. It also situates Kramer’s …

Reactionary Radicals, Radical Reactionaries: A Review Of Against The Machine: On The Unmaking Of Humanity, Michael Kirby

Publications and Research

Paul Kingsnorth, in his book Against the Machine: On the Unmaking of Humanity, asserts that the ecological destruction, consumerism, and social atomization that have come to define contemporary life are the product of a malevolent force he calls the Machine. This review finds that his proposed solution to these crises, namely a return to "traditional" forms of family and community, insufficiently addresses the material and structural conditions underlying the capitalist mode of production. Kingsnorth’s dismissal of Marxism is then interrogated by juxtaposing his critique of the Machine with Marx’s analysis of estranged labor. Finally, this review concludes that the …

Bridging The Gap: Strengthening The Integration Of Theoretical Knowledge And Practical Application Among Social Work Students In Practicum Education., Franzeska Sampson-Bacchus

Publications and Research

This study examined challenges Bachelor of Social Work (BSW) students face in connecting classroom learning to field practice. It explored: (1) barriers to applying theory, (2) the role of faculty and field instructors in supporting integration, and (3) effective educational interventions. A survey was given to students in capstone and field placement courses. Findings revealed that students often struggle due to nervousness, fear of making mistakes, and difficulty translating theory into practice. While some supervision included discussions linking theory to practice, many students reported these conversations were inconsistent. Supervision often emphasizes agency tasks over reflective learning. Three key themes were …

Appendices A, B, C, D, & E For "In Their Own Words: Qualitative And Quantitative Analyses Of What Students, Staff, And Faculty Say About Vertical Transfer", Alexandra W. Logue, Vita Rabinowitz, Kerstin Gentsch, David Wutchiett, Barbara Condliffe, Sophia Sutcliffe, Yoshiko Oka, Stephanie Abbeyquaye, Rhina Torres, Nayeon Yoo, Kyle Du

Publications and Research

Deposited here are the Appendices (A, B, C, D, & E) for an article to be published in 2026 in Journal of Postsecondary and Student Success. The abstract of this article is:

This research analyzed higher education constituencies’ statements about vertical transfer (student transfer from community to bachelor’s colleges). Data consisted of both focus group excerpts involving dozens of students, staff, and faculty, and of answers to open-ended survey questions completed by thousands of students and faculty. Results were generally consistent using both qualitative (topic identification) and quantitative (bigram frequency and sentiment analysis) analyses. The results were also compared …

From Sentiment And Risk To Trade: A Country-Level Study On Geopolitical Trade Effects, Seung Heo

Publications and Research

Can geopolitical risk reshape international trade? I construct directed, monthly measures of bilateral geopolitical risk and its associated sentiment from approximately 5.1 million news articles in the GDELT Event Database, and estimate their effect on trade among eight Asia-Pacific economies at the HS2 product level over 2015--2025, using Poisson pseudo-maximum-likelihood gravity local projections with high-dimensional fixed effects. Pooled across countries, rising risk produces an immediate expansion of trade led by verbal threats and by news tone orthogonal to event content, rather than by material acts, indicating that how a conflict is reported can move trade before the conflict materializes. A …

Getting To Guidelines: Corralling Competing Needs At Cuny, Jahanara Alamgir, Yujin Lee, Rachael Nevins, Jojo Karlin, Andrew Mckinney

Publications and Research

This case study examines how the City University of New York (CUNY) developed guidelines for the use of generative artificial intelligence (genAI) in the creation of open educational resources (OER). CUNY is the nation’s largest urban public university, with 26 campuses distributed across New York City’s five boroughs. CUNY includes 7 community colleges, 11 senior colleges (3 of which are comprehensives), and 8 graduate, honors, and professional schools. Since the 2017-2018 academic year, CUNY’s OER Initiative has received $4 million a year of state funding to support the creation and use of OER across the university system. The OER Initiative …

Major And Institution Transfer Path Combinations And The Relaxed Lasso Method: Parsimonious Prediction Of Vertical Transfer Student Success, David Wutchiett, A. W. Logue, Martin Kurzweil, Colin Chellman

Publications and Research

The majors, institutions, and their combinations, which characterize transfer between higher education institutions relate to student success but introduce high-dimensionality and multicollinearity to statistical modeling. Relaxed lasso regression, a procedure blending regularized lasso models with unregularized refit models, selects variables and facilitates unbiased coefficient estimation in high-dimensional settings. Using a large sample of students transferring from associate to bachelor’s programs (n=28,166), we compared lasso and ridge regression parsimonious models predicting bachelor’s graduation and posttransfer GPA improvement, evaluating associations using unregularized parsimonious predictive models. Relaxed lasso parsimonious optimal models outperformed standard lasso and ridge regression models while including few of 702 …

Assigning Library E-Books As Textbooks: An Examination Of Collection Development Policies And User Education Practices At Minority-Serving Institutions, Michelle Ehrenpreis

Publications and Research

Assigning library e-books as course textbooks can help to alleviate the financial burden of college for many students. Accordingly, libraries include e-books in their collection development policies and strive to educate users on the availability of these texts via the use of library research guides. Previous studies discuss library collection strategies and intentions to use e-books as textbooks, but do not discuss continuous or permanent plans. This study examined library policies at Hispanic Service Institutions (HSI’s) and Historically Black Colleges and Universities (HBCU’s) to evaluate how these libraries approach and document their acquisitions of library e-books. Research guides at the …

Improving Efficiency In Noma Schemes Having Inter-User Interference Using Mechanism Design, Zory Marantz

Publications and Research

Modern wireless systems utilize non-orthogonal multiple access to increase their rate capacities; however, the efficiency of the individual utility defined in bits per Joule has yet to be considered. Multiple variations of non-orthogonal multiple access have the interference of the signal-to-interference-plus-noise ratio as a function of the received power from multiple other users due to code implementations that are non-orthogonal or non-ideal cancellation in successive-interference-cancellation methods. Game theoretic concepts are used to improve user bits-per-Joule performance. Previous solutions increment transmit power and are not based on closed form systematic methods. The mechanism design presented here led to a non-cooperative Nash …

Archives And Children's Knowledge, Elliott Kuecker, Ashley Rockenbach

Publications and Research

This article argues for the importance of collecting works created by children—not just about and not just for—in formal archival collections. Framed through the ideas of legitimate knowledge and epistemic injustice, this piece combines notions important to children’s rights activists and childhood studies scholars with the role archives can play in preserving children’s knowledge through child-created materials. The authors describe how researchers struggle to find work created by children within archives, impacting the ability to create child-centered research that centers children’s views of the world as prominently as adult views of the world. Some collections that do include child-created materials …

Ancient Wisdom & Its Cultural Relevance: Reimagining Deeper Learning In Science Classrooms Through The Lens Of Yoga And Vedānta, Raaghav Pandya

Publications and Research

Contemporary calls to reconceptualize how science is taught and understood have brought deeper learning to the forefront of education at-large for its emphasis on critical perspectives, creativity, and student-centered inquiry. Yet this paper argues that its prevailing framework remains constrained by Cartesian dualism, a materialist foundation that disassociates the individual from self, other, and nature, and falls short of addressing the mental health, environmental, and cultural challenges facing youth today. To address this limitation, this paper proposes a complementary convergence between deeper learning and the contemplative traditions of Yoga and Vedānta, whose ancient paradigms of self-inquiry, interconnectedness, and well-being offer …

Color-Blind Resilience: How Uniform Climate Standards Reproduce Environmental Inequality In The Rockaways, Aaryan M. Nair

Publications and Research

This paper examines how ostensibly uniform climate resilience standards can reproduce environmental inequality in socially uneven landscapes, using the Rockaway Peninsula in New York City as a critical case study. While flood-resistant building codes, zoning regulations, and insurance frameworks are designed to provide equal protection across flood-prone areas, this analysis argues that their “color-blind” application obscures and intensifies underlying disparities in financial capacity, housing conditions, and tenure. Drawing on environmental justice (EJ) theory, the paper identifies two key mechanisms through which inequality is reproduced. First, “code without capacity” demonstrates how uniform technical standards—such as elevation requirements under NYC Building Code …

A Brief Measure Of Decisional Balance For Health Equity Engagement Among Health Professionals, Amanda Lee Almond

Publications and Research

Racial health and healthcare inequities are sustained in part by health professionals’ beliefs about the benefits and costs of equity-focused action, yet no validated decisional balance measure exists for this domain. This study introduces and evaluates the Health Equity Decisional Balance (HEDB) scale. Eighty-eight health professionals completed the scale of ten proposed items assessing perceived pros and cons of engaging with health and healthcare equity work, along with a measure of Anti-Racist Efficacy (ARE) (Eschmann et al., 2023). Confirmatory factor analysis and structural equation modeling were used to test the latent structure of the scale and its predictive validity. A …

Infection Control Across Clinical And Laboratory Dental Settings Protocols, Risks, And The Role Of Emerging Technologies, Khrystyna Vyprynyuk, Laura Andreesku

Publications and Research

This article explores infection prevention strategies and disease transmission pathways in dental settings, emphasizing the critical connection between clinical practice and dental laboratories. It highlights the risks of cross-contamination, disinfection and sterilization challenges, and the growing role of technology in enhancing infection control.

Challenging Stem Learning Spaces: The Paradigm Of Contemplative Traditions As The Bedrock Of Creativity And Healing, Raaghav Pandya, Christopher Emdin

Publications and Research

As the post-pandemic classroom and pedagogy evolve to remedy oppressive norms, young people’s mental health and alienation has taken front stage (Rahmani & Zitouni, 2022). Traditional STEM learning spaces often teach inquiry as a linear, non-deviated approach to problems about self and nature (Hrisa & Psillos, 2022). Furthermore, because our classrooms often strip students and educators of their inherent creative abilities through constant assessments, improvement scales, and market-driven expectations, classrooms cease to become places of healing (Pandya, 2021). Eastern wisdom traditions and their associated philosophies provide a unique pedagogical lens that emphasizes a deep inquiry into self, empathy, and creativity …

What Race Means For Health Among Black Americans: How Microaggressions Shape Self-Efficacy And Readiness For Behavior Change, Amanda Lee Almond

Publications and Research

Objectives: Persistent racial disparities in cardiovascular health among Black Americans reflect not only structural inequities in the United States, but also the racialized meanings of cardiovascular disease reproduced through public and private health communication. Drawing on ecological systems theory, this research examines how beliefs linking race and cardiovascular disease are reinforced through routine clinical interactions and how these meanings shape health behavior change. Method: Across two experimental mixed-methods studies, a model integrating ecological, social–cognitive, and behavior change frameworks was tested. In Study 1 (N = 374), health-message framing was experimentally manipulated to examine effects on self-efficacy and decisional balance while …

Modeling Mineral Redistribution In Biological Tissue Using Apple As An In Vitro Analogue, Daler Djuraev, Ali Algemsh, Halima Alazeb, Zeenia Ahmed

Publications and Research

This project aims to model mineral (ion) redistribution that occurs in human soft tissue after injury or mechanical/thermal stress. Because direct, repeatable in vivo measurements are difficult, we use apples as an in vitro analogue: their mineral content is relatively uniform and the tissue can be cut, dried, and repeatedly imaged under controlled conditions. Using X-ray imaging, we tracked how minerals in apple tissue move toward damaged regions immediately after cutting, and how subsequent drying at room temperature drives a redistribution toward the central core. We also observed that biological degradation (decay) alters mineral density over time, indicating that even …