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Bringing Patriarchy To Looksmaxxing: Identification And Exploration Of Strategies To Restabilize The Patriarchy In The Looksmaxxing Community, Mackenzie Grace Freeman Jan 2026

Bringing Patriarchy To Looksmaxxing: Identification And Exploration Of Strategies To Restabilize The Patriarchy In The Looksmaxxing Community, Mackenzie Grace Freeman

Graduate Theses, Dissertations, and Problem Reports (ETD)

Research literature on looksmaxxing is subsumed under the incelosphere, which is acknowledged as a white and male supremacist space. Yet, researchers fail to attend critically to the structure of patriarchy, choosing instead to base their analyses within the mainstream hegemonic masculinity paradigm. Using a Bourdieusian framework, this project fills a gap in the literature by transcending the mainstream paradigm to explain how the looksmaxxing community uses the body as a site of crisis management in response to patriarchal backlash, with the ultimate goal of restabilizing the patriarchy. This project uses a community-led survey from a popular online looksmaxxing community. This …


Unsuccessful? Universal Human Rights And The United Nations: Russian Imperialism In Ukraine And The Post-Udhr International System, Sofiia Novytska Jan 2026

Unsuccessful? Universal Human Rights And The United Nations: Russian Imperialism In Ukraine And The Post-Udhr International System, Sofiia Novytska

Graduate Theses, Dissertations, and Problem Reports (ETD)

Human universality has always stood as a controversial subject and remains politically contentious today. Following the humanitarian crisis of World War II, the international community was determined to protect the integrity and dignity of people worldwide by developing the United Nations’ Universal Declaration of Human Rights. However, universal human rights were not invented by the Declaration and were already conceptually established in global ancient thought, further evolved into Early Modern scholarship, and later paved the way for modern humanitarian frameworks. The UDHR was not universally well-received, and was criticized for its revolutionary legal character, postcolonial contestation, and practical ambiguity. The …


Treatment Of Birdsong In Selected Works For Solo Piano, Madeline Hoover Jan 2026

Treatment Of Birdsong In Selected Works For Solo Piano, Madeline Hoover

Graduate Theses, Dissertations, and Problem Reports (ETD)

Birdsong-inspired music makes up a small but important part of the classical piano repertoire. This paper reviews birdsong in classical music since the seventeenth century, exploring different techniques for mimicking birdsong and the unique strengths of the piano as an instrument for purveying bird music. In the Baroque and Classical eras, the cuckoo song was sampled often because of its simplicity. Later, composers’ attention turned toward more complicated songs, like that of the hermit thrush. Interest in more complex songs led to experimentation in notation and a push for more accurate transcriptions. In the 20th century, composers included recordings of …


A Constraint-Based Approach To Developing Melodic Improvisational Skills In Intermediate Jazz Piano Students, Alton Xian Rong Wong Jan 2026

A Constraint-Based Approach To Developing Melodic Improvisational Skills In Intermediate Jazz Piano Students, Alton Xian Rong Wong

Graduate Theses, Dissertations, and Problem Reports (ETD)

This study examines the pedagogical value of a constraint-based approach in helping students develop improvisational fluency and coherence by facilitating audiation. Although there are pedagogical texts on jazz improvisation that incorporate exercises shaped by constraint-based thinking, there is neither a systematic framework for their application with students of varying levels and musical backgrounds, nor a clear explanation of their pedagogical purpose. This research investigates how constraint-based pedagogy, through the lens of rhythmic, harmonic, and melodic parameters, can be applied independently or collectively to support the development of improvisational fluency in intermediate level jazz piano improvisers. It argues that musical constraints …


Preparing The Professional: Selected Uses Of Digital Audio Workstations In Applied Tuba Studios, Reid Timothy Cox Jan 2026

Preparing The Professional: Selected Uses Of Digital Audio Workstations In Applied Tuba Studios, Reid Timothy Cox

Graduate Theses, Dissertations, and Problem Reports (ETD)

The modern music job market calls for musicians to cultivate and engage with a diverse range of area interests and skillsets. Collegiate music programs provide opportunities to prepare students professionally, yet programs have traditionally fallen behind changes in the job market. One way that music faculty within higher education can help prepare students to succeed after graduation is by teaching students to engage with digital audio workstations, also known as DAWs. Using DAWs, students can gain new practice tools, as well as learn skills that are helpful in a number of musical careers. This is of particular use to the …


Ai-Driven Prediction And Reconstruction Of Missing Cased-Hole Logs For Improved Well System Understanding, Samuel Avilez Martinez Jan 2026

Ai-Driven Prediction And Reconstruction Of Missing Cased-Hole Logs For Improved Well System Understanding, Samuel Avilez Martinez

Graduate Theses, Dissertations, and Problem Reports (ETD)

Well logging is a fundamental technique in formation evaluation providing continuous, real-time measurements of geological and petrophysical properties within a well. Through the systematic analysis of well logs, engineers and geoscientists can accurately determine critical formation characteristics, including porosity, permeability, lithology, and fluid composition. Well logging is fundamental for making informed decisions and reducing uncertainties in the exploration and development of oil and gas reservoirs.

Despite its significance, the acquisition of reliable well log data in oil and gas wells is often compromised by various operational, mechanical, and formation-related challenges, as well as pressure, fluid, and equipment constraints. In high-risk …


The Ocean Is Not A Machine: A Feminist Media Analysis Of Oceanographic Models, Simulations, And Futures, Clarissa Chevalier Jan 2026

The Ocean Is Not A Machine: A Feminist Media Analysis Of Oceanographic Models, Simulations, And Futures, Clarissa Chevalier

Study of Women, Gender, & Sexuality: Faculty Publications

This article examines how scientific and artistic representations and technologies shape ocean futures. Dominant Western oceanography frequently engages mechanistic metaphors that conceptualize the ocean as a machine, pump, or carbon sponge. This way of visualizing the ocean, guided by the logics of control and quantification, shapes contemporary remote sensing, modeling, and prediction technologies. Alternative approaches to oceanographic representation, including Indigenous, anticolonial, Black feminist, and artistic approaches, offer critical counterweights to destabilize the authority granted to mechanistic oceanographic representations. Ocean simulations and scale models are infrastructures through which ocean futures are rendered and presented in multidimensional space. Through a comparative media …


Sun Valley’S 2025 World Cup Downhill Course Improves Dick Durrance’S 1939 Course, And Recaptures The Excitement Of The Classic Harriman Cup Races, John W. Lundin Jan 2026

Sun Valley’S 2025 World Cup Downhill Course Improves Dick Durrance’S 1939 Course, And Recaptures The Excitement Of The Classic Harriman Cup Races, John W. Lundin

Works by Local Authors

In early October 2024, the Sun Valley Resort received final approval to host the Audi

F.I.S. Ski World Cup Finals between March 22-27, 2025. Twenty five men and 25 women from

30 countries will compete in all four Alpine skiing disciplines - slalom, giant slalom, downhill

and super-G.


Kekuasaan Yudisial Dalam Sistem Demokrasi Konstitusional: Membangun Antitesis Dekonstitusionalisasi Dan Politisasi Peradilan, Tundjung Herning Sitabuana, Airlangga Surya Nagara, Dixon Sanjaya Jan 2026

Kekuasaan Yudisial Dalam Sistem Demokrasi Konstitusional: Membangun Antitesis Dekonstitusionalisasi Dan Politisasi Peradilan, Tundjung Herning Sitabuana, Airlangga Surya Nagara, Dixon Sanjaya

Jurnal Hukum & Pembangunan

Strengthening idea of constitutional democracy as a transitional phase towards a modern rule of law requires one of main characteristics of an independent judiciary. Current phenomena demonstrate how utopian these conditions are as the judiciary becomes increasingly politically pragmatic, transactional, interdependent, and demoralized. At the same time, phenomenon of constitutional defiance is growing stronger with efforts to deconstitutionalize and politicize the judiciary. This study aims to explore the existence and legitimacy of the judiciary in constitutional democracy era against that phenomenon. The research was conducted doctrinally with a historical, conceptual, and comparative approach that was analyzed qualitatively. The results indicate …


Cultivating Wellness: Nurturing Gratitude And Resilience, Brennan Lewis, Christi Welter, Elaine Beardsley, Alison Kell Jan 2026

Cultivating Wellness: Nurturing Gratitude And Resilience, Brennan Lewis, Christi Welter, Elaine Beardsley, Alison Kell

Podcasts

This heartfelt discussion on the power of wellbeing and gratitude in nursing practiceoff ers practical strategies to gear up for the busy season, prioritize wellness and recognize the invaluable contributions of your nursing colleagues.


Super-Efficient Breach In Bankruptcy: Recalibrating Remedies For Contract Rejection Damages, Ishaq Kundawala Jan 2026

Super-Efficient Breach In Bankruptcy: Recalibrating Remedies For Contract Rejection Damages, Ishaq Kundawala

Emory Bankruptcy Developments Journal

Contract law rests on a simple but powerful premise: when a party breaches, the law protects the injured party’s expectation interest, placing them, as nearly as possible, in the position they would have occupied had the contract been performed. This principle underlies the theory of efficient breach, which tolerates economically rational breaches so long as the non-breaching party is fully compensated. But in bankruptcy, this foundation often collapses. Under section 365 of the Bankruptcy Code, a debtor may reject an executory contract, with the law treating that rejection as a prepetition breach and relegating the counterparty’s claim to general unsecured …


Insurance And Chapter 11 Bankruptcy: Is The Insurance Neutrality Doctrine Dead?, Mikaela Deleon Jan 2026

Insurance And Chapter 11 Bankruptcy: Is The Insurance Neutrality Doctrine Dead?, Mikaela Deleon

Emory Bankruptcy Developments Journal

Insurers have traditionally been denied “party in interest” status under the Bankruptcy Code due to the longstanding insurance neutrality doctrine. The insurance neutrality doctrine prevents insurers from challenging a chapter 11 bankruptcy plan as a section 1109(b) “party in interest” if the plan does not increase the insurance company’s liability from pre-bankruptcy levels. If none of their rights or obligations were impacted by the plan, insurance companies were previously left without a means to challenge a proposed reorganization plan. As a result, insurance companies providing liability insurance to corporations stricken with mass tort lawsuits ran the risk of becoming the …


Asbestos 2.0: A Looming Disaster At The Intersection Of Pfas Litigation And The Texas Two-Step––Even After Purdue Pharma, Tyler Sheridan Jan 2026

Asbestos 2.0: A Looming Disaster At The Intersection Of Pfas Litigation And The Texas Two-Step––Even After Purdue Pharma, Tyler Sheridan

Emory Bankruptcy Developments Journal

Companies that have manufactured, processed, or sold per- and polyfluoroalkyl substances (“PFAS”), also known as “forever chemicals,” face mounting financial pressure as the number of claims against them skyrocket. With billions of dollars already allocated to settlements and new lawsuits continuously filed, liable corporations may utilize the Texas Two-Step to minimize financial risk. The maneuver would enable solvent companies to isolate PFAS liability and discard it into bankruptcy, potentially delaying and capping payouts for claimants in the process. Third-party releases have survived Purdue, leaving the forum’s ability to permanently resolve mass tort liability intact. Moreover, escalating litigation may prompt …


Women's Work And Wealth: Measuring The Impact Of Incremental Liberations, 1850-1870, Hannah Kelly Jan 2026

Women's Work And Wealth: Measuring The Impact Of Incremental Liberations, 1850-1870, Hannah Kelly

Williams Honors College, Honors Research Projects

Using a two-way fixed effects difference-in-difference model, this project analyzes data from the IPUMS Full Count census for 1850, 1860, and 1870 at a state level for 48 states. Four models assess the impact of property laws on women's real property holdings, labor force participation, household types, and real property values.

By quantifying the impact of various legal reforms on women's economic empowerment, this project fills a gap in the understanding of the intersection between law, society, and women's economic agency during a transformative period in pre-industrial American history. These impacts can implicate the effectiveness of legislative measures in advancing …


Supporting Mothers Within The Criminal Legal System: Programs In Akron And Perceptions Of “Good Motherhood”, Brynn R. Lewis Jan 2026

Supporting Mothers Within The Criminal Legal System: Programs In Akron And Perceptions Of “Good Motherhood”, Brynn R. Lewis

Williams Honors College, Honors Research Projects

This paper examines the programs and support systems available in Akron, Ohio, for mothers involved in the criminal legal system, including defendants, survivors, and other justice-involved individuals. Using qualitative interviews (n = 6) with professionals across courts, legal defense, community corrections, and advocacy organizations, this study examines how local institutions provide resources and support to mothers. Findings indicate that while programs aim to promote stability and rehabilitation, mothers face persistent barriers such as limited access to transportation, childcare, and communication, as well as heightened stigma tied to societal expectations of caregiving. These findings reveal that institutional support both reflects and …


Synaptic Connectivity Of Rod Bipolar Cells In The Mouse Retina: A Connectomic Analysis Using Webknossos, Harold F. Eshun Jan 2026

Synaptic Connectivity Of Rod Bipolar Cells In The Mouse Retina: A Connectomic Analysis Using Webknossos, Harold F. Eshun

Williams Honors College, Honors Research Projects

Rod bipolar cells (RBCs) are key interneurons in the mouse retina that transmit signals from rod photoreceptors to downstream amacrine and ganglion cells under scotopic (low-light) conditions. Although their general morphology and function are well established, the fine-scale organization of their synaptic inputs and outputs remains incompletely characterized. This project aims to map the pre- and postsynaptic partners of a fully reconstructed rod bipolar cell using the Yu volume, a serial block-face electron microscopy dataset from the ventral retina of an adult wild-type mouse. Using the webKnossos platform, I identify synaptic ribbons in the axon terminals of the rod bipolar …


Reconstructing Lost Voices, Lana Tamim Jan 2026

Reconstructing Lost Voices, Lana Tamim

Williams Honors College, Honors Research Projects

This project uses digital text mining tools (OCR, NLP, sentiment analysis, and topic modeling) to analyze 19th–20th-century newspaper archives, focusing on how marginalized groups (women, immigrants, or labor workers) were historically portrayed. Many historical newspapers were dominated by elite voices, so this project aims to recover silenced or misrepresented perspectives by identifying hidden patterns in language, frequency of coverage, sentiment, and shifts in public perception over time. Using machine learning and visualization tools, the project will create interactive maps and timelines showing how representation evolved across regions.


Immigration As A Catalyst To The Far-Right: The Case Of Vox And Spain, Evelyn R. White Jan 2026

Immigration As A Catalyst To The Far-Right: The Case Of Vox And Spain, Evelyn R. White

Williams Honors College, Honors Research Projects

Over the last decade or two, the world has witnessed a global rise in the popularity and success of far-right wing parties. This new era of the radical right raises questions of what is causing and fueling these political movements. Political Scientists have identified several contributing factors from the global economic crisis of 2008, the migrant crisis of 2015 and the global pandemic in 2020. This research paper aims to demonstrate how immigration acts as a catalyst to the far-right by intersecting with political science ideologies and other variables. The focus of this paper is how the Vox Party found …


Expanding State Tax Authority: Public And Private Sector Impacts Of Wayfair, Maxwell Pastoria Jan 2026

Expanding State Tax Authority: Public And Private Sector Impacts Of Wayfair, Maxwell Pastoria

Williams Honors College, Honors Research Projects

The 2018 Supreme Court decision in South Dakota v. Wayfair, Inc. (Wayfair) overturned the longstanding physical presence rule for state sales tax collection, enabling states to enforce tax obligations on remote sellers through marketplace facilitator and economic nexus laws (Oyez, 2018). This study investigates the effects of these two post-Wayfair tax laws on state sales tax revenues, entrepreneurship, and public expenditures across all 50 states. Using a two-way fixed effects difference-in-differences (TWFE DID) framework, this research analyzes how policy adoption influenced per-capita outcomes in tax revenue, firm formation, and government spending in social services, education, infrastructure, and …


Pitch Report: Purdue Ivy Tech Chips Evaluation Report, Jennifer Sdunzik Jan 2026

Pitch Report: Purdue Ivy Tech Chips Evaluation Report, Jennifer Sdunzik

Evaluation and Learning Research Center Reports

The Purdue Ivy Tech CHips (PITCH) program is a university-industry-community partnership aimed at developing an educational pipeline capable of providing a qualified workforce for the growing semiconductor industry in the region. Increasing student interest in microelectronics, awareness of current and future microelectronics careers, and self-efficacy to pursue microelectronics opportunities are foundational to building the industry’s workforce. The PITCH program addressed these needs by offering a summer experience that introduced high school students to the semiconductor industry.

The PITCH leadership team engaged Purdue's Evaluation and Learning Research Center (ELRC) to (1) identify (short and longer-term) impacts of the summer program on …


Parkland College Student Activities Of The Past (Exhibit Materials), Donica Swann Jan 2026

Parkland College Student Activities Of The Past (Exhibit Materials), Donica Swann

Library Scholarship

Poster and other exhibit materials celebrating 60 years of student life and activities at Parkland College. Special focus on The Prospectus, student organizations and clubs, and student government.


Self-Reported Psychological Effects Of Rock Climbing In Adults On The Autism Spectrum, Brennan Gleason Jan 2026

Self-Reported Psychological Effects Of Rock Climbing In Adults On The Autism Spectrum, Brennan Gleason

Honors Undergraduate Theses

Background: Prior research has shown rock climbing to have considerable therapeutic potential through such mechanisms as boosting self-esteem, promoting mindfulness, and creating a supportive social community. (Liu et al., 2022, Osborne et al., 2025). Meanwhile, autistic adults experience mood disorders at a significantly higher rate than the general population; upwards of 54% are diagnosed with a psychiatric condition (Croen et al., 2015). Many of the issues negatively affecting autistic adults align with the benefits of rock climbing, including low self-esteem, inadequate social support, and anxiety.

Objective: This study aimed to find differences in mental health outcomes between autistic adults who …


Health Care Governance And Structural Exclusion In Florida: A Human Rights Analysis Of Access For Latinx Communities, Natalie Medrano Jan 2026

Health Care Governance And Structural Exclusion In Florida: A Human Rights Analysis Of Access For Latinx Communities, Natalie Medrano

Honors Undergraduate Theses

Access to health care in the United States is a complex system shaped by statutory programs and the discretionary powers of state governance. This thesis examines how Florida’s healthcare system structures access through administrative design, with particular attention to its impact on Latinx communities. Although formally race-neutral, Florida’s reliance on Medicaid non-expansion, managed care delivery, and complex eligibility processes produces systemic barriers that limit access for low-income populations. Drawing on the international right-to-health framework articulated in General Comment No. 14 of the International Covenant on Economic, Social and Cultural Rights, alongside Latinx Critical Race Theory (LatCrit), this study analyzes how …


Multicomponent Deoxyribozyme Probes For Targeted Detection Of Cancer Associated Gene Insertions, Samuel R. Veleke Jan 2026

Multicomponent Deoxyribozyme Probes For Targeted Detection Of Cancer Associated Gene Insertions, Samuel R. Veleke

Honors Undergraduate Theses

Insertions and deletions (indels) in DNA sequences of genes are linked with cancers such as glioblastoma (GB). Thus, indels may be used as potential cancer biomarkers. In the NANOG gene, its pseudogene NANOGP8 has a 22 base pair insertion sequence for GB patients. In this work, the NANOG gene and the insertion sequence were detected in one sample using a dual-fluorescent assay containing two multicomponent split deoxyribozyme (Dz) probe complexes. One complex used TXR fluorescence to detect the gene regardless of the insertion’s presence. The other complex used fluorescein (FAM) fluorophore to detect the insertion. The probes were able to …


Slay Her: The Rhetoric Of Violation In Buffy The Vampire Slayer, Lea N. Wright Jan 2026

Slay Her: The Rhetoric Of Violation In Buffy The Vampire Slayer, Lea N. Wright

Honors Undergraduate Theses

This research draws on feminist theory and monster theory to perform a close rhetorical analysis of incidents in the television show Buffy the Vampire Slayer (Buffy) where female characters are violated physically, psychologically, and/or sexually. Buffy is one of the most-analyzed television shows of all time, with a particular emphasis on the show’s engagement with feminism; however, the issue of violation has received little scholarly investigation despite multiple instances of it within the show. Through examining the rhetorical elements (such as dialogue, camerawork, body language, and character response) that surround incidents of violation, this research reveals that Buffy …


Gen Z Perspectives On Mental Health Service Interaction: A Qualitative Content Analysis Of Reddit Discourse, Victor A. Aguiar Jan 2026

Gen Z Perspectives On Mental Health Service Interaction: A Qualitative Content Analysis Of Reddit Discourse, Victor A. Aguiar

Honors Undergraduate Theses

Compared to prior generations, Generation Z engages with mental health and mental health service interaction in distinct ways, frequently using social media platforms to share experiences, concerns, and opinions. Previous research has examined mental health discourse on Reddit; however, much of this work relies on inductive thematic approaches and offers limited focus on mental health service interaction and the factors influencing utilization. Guided by the Theory of Planned Behavior (TPB), this study examines how Generation Z discusses mental health service use through online discourse. Public Reddit posts authored by users identifiable as Generation Z, based on self-reported age, school enrollment, …


Tariffs And The Progressive Fiscal Constitution, Lawrence J. Liu, Alex Zhang Jan 2026

Tariffs And The Progressive Fiscal Constitution, Lawrence J. Liu, Alex Zhang

Faculty Articles

For more than a century, progressive taxation has constituted the American fiscal state. A resurgent and expanding tariff regime, however, threatens that commitment to progressive distribution. Given the ongoing popularity of tariffs, this Article examines how they might be designed and administered in a way that mitigates their regressive distributive impact. The Article thus develops and assesses proposals to (1) vary tariff burdens in accordance with the consumption of imported goods, (2) reduce income- or payroll-tax burdens on lower-income households, and (3) earmark tariff revenue for specified spending programs. Although none is perfect, we seek to articulate possibilities and highlight …


Pancreatic Cancer Detection Consortium Biomarker Bakeoff: A Phase Ii Blinded Biomarker Validation And Panel Discovery Study, Ann L. Oberg, William R. Bamlet, Grant Izmirlian, Seetharaman Balasenthil, Surinder K. Batra, Masataka Hayashi, Daniel S. Herman, Michael A. Hollingsworth, Maneesh Jain, Ann M. Killary, Brianna M. Krusen, Suyu Liu, Shounak Majumder, Gopalakrishnan Natarajan, Subrata Sen, Lynette M. Smith, Sudhir Srivastava, Brian M. Wolpin, Kenneth S. Zaret, Michael G. Goggins Jan 2026

Pancreatic Cancer Detection Consortium Biomarker Bakeoff: A Phase Ii Blinded Biomarker Validation And Panel Discovery Study, Ann L. Oberg, William R. Bamlet, Grant Izmirlian, Seetharaman Balasenthil, Surinder K. Batra, Masataka Hayashi, Daniel S. Herman, Michael A. Hollingsworth, Maneesh Jain, Ann M. Killary, Brianna M. Krusen, Suyu Liu, Shounak Majumder, Gopalakrishnan Natarajan, Subrata Sen, Lynette M. Smith, Sudhir Srivastava, Brian M. Wolpin, Kenneth S. Zaret, Michael G. Goggins

Journal Articles: Biochemistry & Molecular Biology

PURPOSE: The Pancreatic Cancer Detection Consortium (PCDC) performed a blinded Early Detection Research Network-defined phase II biomarker bakeoff study of blood-based biomarker panels. The aims were to evaluate panel performance, to compare the panels' performance with that of cancer antigen 19-9 (CA19-9) alone, and to evaluate the performance of new combinations of the individual biomarkers.

EXPERIMENTAL DESIGN: Ten biomarkers representing eight biomarker panels and CA19-9 were evaluated using plasma, serum, and germline DNA from 140 stage I to IV pancreatic ductal adenocarcinoma (PDAC) cases and 140 controls from three tertiary care institutions, with controls frequency matched to cases on age …


Is Bruen The New Usery?, Tonja Jacobi, Cory Conley Jan 2026

Is Bruen The New Usery?, Tonja Jacobi, Cory Conley

Faculty Articles

In 2022, in New York State Rifle & Pistol Ass’n v. Bruen, the Supreme Court revolutionized the Second Amendment, achieving the long-held conservative goal of limiting gun restrictions by imposing an expansive, originalist view of the right to bear arms. However, within just three years, Bruen is showing cracks. Lower court judges are struggling mightily to apply it and are expressing their frustrations in exceptionally frank ways. And already the Supreme Court, in Rahimi v. United States, was forced to reconsider its approach. The Court has been here before, when it tried to revitalize the Tenth Amendment in …


Reclaiming Constitutional Authority Of Algorithmic Power, Yiyang Mei, Michael J. Broyde Jan 2026

Reclaiming Constitutional Authority Of Algorithmic Power, Yiyang Mei, Michael J. Broyde

Faculty Articles

Whether and how to govern AI is no longer a question of technical regulation. It is a question of constitutional authority. Across jurisdictions, algorithmic systems now perform functions once reserved to public institutions: allocating welfare, determining legal status, mediating access to housing, employment, and healthcare. These are not merely administrative operations. They are acts of rule. Yet the dominant models of AI governance fail to confront this reality. The European approach centers on rights-based oversight, presenting its regulatory framework as a principled defense of human dignity. The American model relies on decentralized experimentation, treating fragmentation as a proxy for democratic …