Digital Commons Network^™

Technoculture And Language Models In Archaeology: Reconstructing And Preserving Cultural Narratives Through Digital Humanities, James Hutson

Faculty Scholarship

Technoculture, which examines the intersection of culture and technology, has increasingly permeated archaeological practice, transforming both scholarly research and public engagement [1-3]. The introduction of digital tools such as virtual reality (VR), geographic information systems (GIS), and large language models (LLMs) has democratized access to archaeological knowledge, enabling communities to engage more actively with their cultural heritage [4-6]. This short article explores the mutual influence of technocultural studies and AI technologies on archaeology, with a focus on the preservation and reconstruction of cultural narratives through digital means.

The first aspect of this intersection lies in how technocultural tools are creating …

Developing Empathetic Ai: Exploring The Potential Of Artificial Intelligence To Understand And Simulate Family Dynamics And Cultural Identity, Emily Barnes, James Hutson

Faculty Scholarship

The rapid advancement of Artificial Intelligence (AI) has significantly impacted various domains. Yet, the exploration of AI's potential to develop a deep understanding of family culture and identity remains underexplored. This study introduces the concept of "a love of grandma and apple pie" to symbolize the potential of various AI to internalize and appreciate familial relationships, cultural traditions, and personal identity. The proposed study would investigate how an advanced deep learning model, trained on diverse unstructured datasets—including multimedia data from 100 families-could learn and reflect human-like emotions, values, and cultural understanding. Utilizing Convolutional Neural Networks (CNNs) for visual data processing …

Simulacra And Historical Fidelity In Digital Recreation Of Lost Cultural Heritage: Reconstituting Period Materialities For The Period Eye, Trent Olsen, James Hutson, Charles O'Brien, Jeremiah Ratican

Faculty Scholarship

The advancement of digital technologies in art history has opened avenues for reconstructing lost or damaged cultural heritage, a need highlighted by the deteriorated state of many artworks from the 1785 Salon. Grounded in the concept of the “Period Eye” by art historian Michael Baxandall, which emphasizes understanding artworks within their original historical and cultural contexts, this study proposes a subfield focused on Reconstituting Period Materialities for the Period Eye. This methodology bridges comprehensive historical research with generative visual artificial intelligence (AI) technologies, facilitating the creation and immersive virtual reality viewing of artworks. Beyond mere visual replication, the approach aims …

Advancing Sentiment Analysis Through Emotionally-Agnostic Text Mining In Large Language Models (Llms), Jay Ratican, James Hutson

Faculty Scholarship

The conventional methodology for sentiment analysis within large language models (LLMs) has predominantly drawn upon human emotional frameworks, incorporating physiological cues that are inherently absent in text-only communication. This research proposes a paradigm shift towards an emotionallyagnostic approach to sentiment analysis in LLMs, which concentrates on purely textual expressions of sentiment, circumventing the confounding effects of human physiological responses. The aim is to refine sentiment analysis algorithms to discern and generate emotionally congruent responses strictly from text-based cues. This study presents a comprehensive framework for an emotionally-agnostic sentiment analysis model that systematically excludes physiological indicators whilst maintaining the analytical depth …

A New Canvas Of Learning: Enhancing Formal Analysis Skills In Ap Art History Through Ai-Generated Islamic Art, Krista Carpino, James Hutson

Faculty Scholarship

This study explores the use of AI art generators to enhance formal analysis skills in AP Art History students, with a focus on Islamic Art and Architecture. Students, often entering the course with high academic achievements, find the unique challenge of articulating detailed visual descriptions of artworks. The study’s approach involves using AI image-generation websites, like wepik.com, where students create AI images resembling Islamic artworks studied in class. This method aims to refine their descriptive skills, focusing on visual evidence rather than relying on identifying details. The choice of Islamic Art, markedly different from other historical periods covered in the …

The Will To Chaos And Disorder: The Behemoth As A Model Of Political Economy, Bernard E. Harcourt

Faculty Scholarship

The history of political economy is tormented by beasts. The most famous is the Leviathan, the giant serpentine monster that figures in Hobbes’s masterpiece of modern political theory. Robert Fredona and Sophus Reinert spotlight another sea monster, the Kraken, that giant octopus or squid with a particular morphology (i.e., its tentacles) that so fittingly describes the grip of multinational corporations, stateless financial capital, social media, and tech giants today. But there are still other monsters in the bestiary of political economy. In this essay, I highlight the Behemoth, a land monster that captures another critical dimension of political economy: the …

The Last Colony Of The Mind: Narrative, Legal Advocacy, And The Decolonization Of Legal Knowledge, Ayodeji Kamau Perrin

Faculty Scholarship

Philippe Sands’ The Last Colony¹ tells the story of how Chagos Islanders won the right to return to the lands of their birth through a 2019 Advisory Opinion of the International Court of Justice (ICJ).² In 1965, while the United Kingdom stood in the midst of conceding to the independence claims of myriad anti-colonialists throughout its imperial holdings, it took the anachronistic step of creating a colony—the British Indian Ocean Territory (BIOT).³ In flagrant violation of UN Resolution 1514,⁴ the United Kingdom detached the Chagos Archipelago from the colony of Mauritius. And between 1967 and 1973, …

Preserving Linguistic Diversity In The Digital Age: A Scalable Model For Cultural Heritage Continuity, James Hutson, Pace Ellsworth, Matt Ellsworth

Faculty Scholarship

In the face of the rapid erosion of both tangible and intangible cultural heritage globally, the urgency for effective, wide-ranging preservation methods has never been greater. Traditional approaches in cultural preservation often focus narrowly on specific niches, overlooking the broader cultural tapestry, particularly the preservation of everyday cultural elements. This article addresses this critical gap by advocating for a comprehensive, scalable model for cultural preservation that leverages machine learning and big data analytics. This model aims to document and archive a diverse range of cultural artifacts, encompassing both extraordinary and mundane aspects of heritage. A central issue highlighted in the …

False Conscience: Sustainability And Smart Evolution—Between Law And Power, Ugo Mattei

Faculty Scholarship

The contribution describes the legal phenomenon as a playing field characterized by a progressive regression of the law, understood as a sovereign will from top to bottom, both in the vision of formalist legal positivisms in continental Europe and in realist terms, in the United States. Soft law represents the main strategy to subordinate the law to the interests of the economy, elasticizing environmental law, making it favorable to the market, reducing ecology to the simplistic metric of CO2 emissions. The consequence is a retreat of the statist vertical normativity of law which is not replaced by a de facto …

Desettling Fixation, Emily T. Behzadi Cárdenas

Faculty Scholarship

Scholars have long contemplated how the effects of colonialism have permeated even race “neutral” laws. This Article scrutinizes the ways Eurocentric copyright systems have failed to protect, and have even encouraged, the unauthorized uses of indigenous heritage in derivative subject matter, exposing how settler colonialism in copyright law has entrenched an unequal hierarchy among communities seeking copyright protection. Due to its ephemeral nature, intangible cultural heritage constantly faces the threat of exploitation by dominant cultures. The intangible heritage of indigenous groups has been particularly vulnerable to illicit and uncompensated commodification. Intangible heritage, such as oral histories and traditional dances, is …

Can Crt Save Dei?: Workplace Diversity, Equity & Inclusion In The Shadow Of Anti-Affirmative Action, Tanya K. Hernandez

Faculty Scholarship

Just four years after the nation’s summer of 2020 protests—sparked by the murder of George Floyd— culminated in a racial reckoning in which many organizations across the country instituted racial equity measures and policies, legislators across the nation are enacting anti-Critical Race Theory (CRT) bans in a seeming backlash to this advocacy for racial justice. The bans simultaneously mischaracterize CRT as anti-White discrimination while strategically conflating it with workplace diversity, equity, and inclusion (DEI) initiatives. Further inflaming the racially hostile public discourse is the U.S. Supreme Court’s recent decision in Students for Fair Admissions v. Harvard (2023), which greatly narrows …

Evidence-Based Transitional Justice: Incorporating Public Opinion Into The Field, With New Data From Iraq And Ukraine, Mara Revkin, Ala Alrababah, Rachel Myrick

Faculty Scholarship

The field of “transitional justice” refers to a range of processes and mechanisms for accountability, truth-seeking, and reconciliation that governments and communities pursue in the aftermath of major societal traumas, including civil war, mass atrocities, and authoritarianism. This relatively new field emerged in the 1980s as scholars, practitioners, and policymakers looked for guidance to support post-authoritarian and post-communist transitions to democracy in Eastern Europe and Latin America. Since then, the field has grown rapidly—so rapidly that it is outpacing its capacity to learn from past mistakes. Recent methodological advances in the study of public attitudes about transitional justice through quantitative …

Integrating Art And Ai: Evaluating The Educational Impact Of Ai Tools In Digital Art History Learning, James Hutson

Faculty Scholarship

This study delves into the burgeoning intersection of Artificial Intelligence (AI) and art history education, an area that has been relatively unexplored. The research focuses on how AI art generators impact learning outcomes in art history for both undergraduate and graduate students enrolled in Ancient Art courses, covering eras from ancient Mesopotamia to the fall of Rome. Utilizing a mixed-methods approach, the study analyzes AI-generated artworks, reflective essays, and survey responses to assess how these generative tools influence students’ comprehension, engagement, and creative interpretation of historical artworks. The study reveals that the use of AI tools in art history not …

Beyond Implicit Bias, Thomas Albright, William A. Darity Jr., Diana Dunn Dunn, Rayid Ghani, Deena Hayes-Greene, Tanya K. Hernandez, Sheryl Heron

Faculty Scholarship

In their introduction to this edition of Dædalus, Goodwin Liu and Camara Phyllis Jones write that “it is unlikely that implicit bias can be effectively addressed by cognitive interventions alone, without broader institutional, legal, and structural reforms.” They note that the genesis for the volume was a March 2021 workshop on the science of implicit bias convened by the Committee on Science, Technology, and Law of the National Academies of Sciences, Engineering, and Medicine. That workshop provided an opportunity to demonstrate that implicit bias is a common form of cognitive processing that develops in response to social, cultural, and …

A Matter Of Facts: The Evolution Of Copyright’S Fact-Exclusion And Its Implications For Disinformation And Democracy, Jessica Silbey

Faculty Scholarship

The Article begins with a puzzle: the curious absence of an express fact-exclusion from copyright protection in both the Copyright Act and its legislative history despite it being a well-founded legal principle. It traces arguments in the foundational Supreme Court case (Feist Publications v. Rural Telephone Service) and in the Copyright Act’s legislative history to discern a basis for the fact-exclusion. That research trail produces a legal genealogy of the fact-exclusion based in early copyright common law anchored by canonical cases, Baker v. Selden, Burrow-Giles v. Sarony, and Wheaton v. Peters. Surprisingly, none of them …

The Legal Metaverse And Comparative Taxonomy: A Reappraisal, Ugo Mattei

Faculty Scholarship

The present Article revisits my “Three Patterns of Law: Taxonomy and Change in the World’s Legal Systems”—published in this very Journal a quarter century ago—which acknowledged the ideological nature of the law versus politics distinction and posited taxonomy as a means for understanding law. The original article classified law into professional law, political law, and traditional law, and heralded the tentative and dynamic natures of such classification. The two purposes of the present Article are to (i) reflect on legal transformations that have since occurred as reactions to global geopolitical, technological, and economic changes, and (ii) interrogate whether epistemological assumptions …

Leveraging Generative Agents: Autonomous Ai With Simulated Personas For Interactive Simulacra And Collaborative Research, James Hutson, Jay Ratican

Faculty Scholarship

The advent of large language models (LLMs) and AI learning have fundamentally reshaped the research landscape, paving the way for novel problem-solving approaches. This paper introduces a unique framework that leverages the capabilities of autonomous AI agents with simulated personas to drive collaborative research in groundbreaking ways. Inspired by a recent study of autonomous agents mirroring human behavior, this concept encourages the use of a cadre of AI agents, each possessing specialized expertise for collective endeavors. By replicating human diversity in teamwork, this approach targets complex and hitherto unsolvable issues. The key to this strategy is persona and emotional simulation, …

Ai And The Creative Process: Part One, James Hutson

Faculty Scholarship

Article discussing the effects of artificial intelligence on the creative process in the art world.

Synthesizing Sentience: Integrating Large Language Models And Autonomous Agents For Emulating Human Cognitive Complexity, Jay Ratican, James Hutson, Daniel Plate

Faculty Scholarship

The paper aims to present a novel methodology for emulating the intricacies of human cognitive complexity by ingeniously integrating large language models with autonomous agents. Grounded in the theoretical framework of the modular mind theory-originally espoused by Fodor and later refined by scholars such as Joanna Bryson—the study seeks to venture into the untapped potential of large language models and autonomous agents in mirroring human cognition. Recent advancements in artificial intelligence, exemplified by the inception of autonomous agents like Age in GPT, auto GPT, and baby AGI, underscore the transformative capacities of these technologies in diverse applications. Moreover, empirical studies …

Dobbs V. Jackson Women’S Health: Undermining Public Health, Facilitating Reproductive Coercion, Aziza Ahmed, Dabney P. Evans, Jason Jackson, Benjamin Mason Meier, Cecília Tomori

Faculty Scholarship

Dobbs v. Jackson Women’s Health continues a trajectory of U.S. Supreme Court jurisprudence that undermines the normative foundation of public health — the idea that the state is obligated to provide a robust set of supports for healthcare services and the underlying social determinants of health. Dobbs furthers a longstanding ideology of individual responsibility in public health, neglecting collective responsibility for better health outcomes. Such an ideology on individual responsibility not only enables a shrinking of public health infrastructure for reproductive health, it facilitates the rise of reproductive coercion and a criminal legal response to pregnancy and abortion. This commentary …

Managing Fires And Ecosystems Indigenous Fire Ecologies Session_Greenhouse Gas Emissions From Wildland Fires Workshop, Cynthia Twyford Fowler

Faculty Scholarship

No abstract provided.

Populist Constitutionalism, Anya Bernstein, Glen Staszewski

Faculty Scholarship

A Supreme Court majority has expressed hostility to administrative agencies. Yet, as this Article explains, agencies provide the primary site in our government for pluralistic contestation among disparate policy views. A political vision we identify as agonistic republicanism—a convergence among deliberative democrats, republican theorists, and agonism supporters—places such multilateral deliberation and debate among differing social groups at the foundation of democracy. A contrary vision, authoritarian populism, imagines a single leader embodying the will of a unified people with little use for the institutional mediation of divergent perspectives. This view, prominent in politics, enters legal theory through the rhetoric of judicial …

Prescribed Fire Use Among Black Landowners In The Red Hills Region, Usa, Cynthia Twyford Fowler, La’ Portia J. Perkins, Adam Coates, J. Kevin Hiers, Seth W. Bigelow

Faculty Scholarship

The Red Hills Region of southern Alabama, northern Florida, and southwestern Georgia is one of the most prominent areas in the United States for conducting prescribed fire research and is the birthplace of fire ecology. The culture of prescribed burning in the Red Hills has been influenced by multiple ethnic groups, including the Seminole and Creek nations, Black landowners, and White researchers. Given the distinctive reliance of the region on prescribed fire, it is noteworthy that the combined issues of Black land loss, underrepresentation, and incentives for using prescribed fire on private lands in the southeastern United States have generated …

Book Review Of The Nutmeg's Curse: Parables For A Planet In Crisis By Amitav Ghosh, Cynthia Twyford Fowler

Faculty Scholarship

Amitav Ghosh, a celebrated author of fiction and nonfiction, earned a doctorate in social anthropology from Oxford. In this iteration of his nonfiction oeuvre, Ghosh’s mapping of the historical entanglement of human rights abuses and environmental exploitation is framed upon the pillars of postcolonialism and posthumanism. Many of the processes he writes about in his acclaimed book The Nutmeg’s Curse: Parables for a Planet in Crisis overlap with the interests of Human Ecology readers. Chapters 4 “Terraforming,” 5 “We Shall be Gone Shortly,” and 6 “Bonds of Earth” may feel familiar to students of environmental histories and aficionados of Alfred …

Bura Ura, Kendu Waiyo (Rain Falls, Water Rises): The Tyranny Of Water Insecurity And An Agenda For Abolition In Kodi (Sumba Island, Indonesia), Cynthia Twyford Fowler

Faculty Scholarship

This article explores the dynamic links between transformations in freshwater ecosystems and social changes in the Kodi region of Sumba (Indonesia). Insights into the politics surrounding changing hydrosocial systems are generated by using a feminist anthropology approach together with critical development studies and intersectionality theory. In aligning with fellow feminists whose advocacy sometimes takes the form of scholarship, I lay out a five-prong strategy for collecting empirical evidence from persons who are vulnerable when hydrological systems change and offer eight principles for future development interventions. The argument related to the five-prong toolkit is that by conducting intensive, extensive, opportunistic, and …

The Six Emotional Dimension (6de) Model: A Multidimensional Approach To Analyzing Human Emotions And Unlocking The Potential Of Emotionally Intelligent Artificial Intelligence (Ai) Via Large Language Models (Llm), Jay Ratican, James Hutson

Faculty Scholarship

The rapid advancements in artificial intelligence (AI) research, particularly in training large language models (LLMs) such as OpenAI's ChatGPT 3.5 and 4, hold significant potential for future applications in education, healthcare, and assisted living. Emotionally intelligent AI systems can provide personalized and adaptive educational experiences, enhancing engagement and educational outcomes. In healthcare, they can offer empathetic mental health support, augmenting existing resources. In assisted living, AI companions can provide emotional support, cognitive stimulation, and monitoring services, promoting independence and safety. However, ethical considerations and privacy safeguards are crucial to ensure responsible deployment. Integrating emotionally intelligent AI in these domains has …

Real-Time Mapping With Global Positioning Systems Devices In A Mixed Methods Toolkit For Studying Social And Environmental Change, Cynthia Twyford Fowler

Faculty Scholarship

To explore the process through which people develop knowledge about socioecological change, this article describes a mixed-methods toolkit containing a technique for making maps in real time while moving through landscapes. The quantitative component of the toolkit is grounded in ethnobiologists’ embeddedness in place-based communities and harnesses the power of global positioning systems (GPS). As GPS-wielding ethnobiologists engage in participatory mapping by moving through landscapes with their research collaborators, we can use handheld devices and simultaneously communicate with satellites in outer space to produce maps in real time. Within the existing, large inventory of ethnobiological methods, using handheld GPS devices …

The Accountable Bureaucrat, Anya Bernstein, Cristina Rodriguez

Faculty Scholarship

Common wisdom has it that bureaucrats are unaccountable to the people they regulate and must therefore be closely supervised by elected officials or (perhaps ironically) the federal courts. For many detractors of the administrative state, as well as many proponents, agency accountability hangs on the concentrated power of the President in particular. This Article presents a different vision. Drawing on in-depth interviews with officials from numerous agencies, we show that everyday administrative practices and relationships themselves support accountability of a kind that neither elections nor judicial review alone can achieve.

Our interviews reveal that agency officials work within structures that …

Disruptive Homiletics: Liberationist Hermeneutics And The Preconditions Of Critical Consciousness, Joel (J.T.) Young

Faculty Scholarship

No abstract provided.

Effects Of Honey Locust Seed Pods On The Behavior And Nutrient Intake Of Zoo-Housed François Langurs And Prehensile-Tailed Porcupines, Noah T. Dunham, Kaylin S. Tennant, Patricia M. Dennis

Faculty Scholarship

Seed pods represent an under-utilized and valuable dietary resource for zoos because they encourage naturalistic extractive foraging behavior and because seeds pods, like leafy browses, are more fiber-rich than most dietary items typically offered in zoos. The primary goal of this study was to examine the effects of honey locust (Gleditsia triacanthos) seed pods on the behavior and macronutrient intake of zoo-housed François’ langurs (Trachypithecus francoisi; n = 3) and prehensile-tailed porcupines (Coendou prehensilis; n = 2) using a pre- versus postdiet implementation design. From December 2019 to April 2020, we recorded behavior using instantaneous interval sampling and daily macronutrient …