Digital Commons Network^™

Prevention Beyond Deterrence, Benjamin A. Barsky

Faculty Scholarship

This Article reconceptualizes preventive justice—the public safety paradigm that seeks to prevent harm before it occurs. Scholars have long documented how cities have advanced this paradigm through largely punitive measures, notably variants of broken windows policing, which posit that aggressive misdemeanor enforcement deters more serious crime. Yet in the aftermath of the 2020 George Floyd protests, and as underscored recently in City of Grants Pass v. Johnson, these measures have faced a legitimacy crisis—prompting calls for nonpunitive responses to nonviolent incidents.

This Article establishes a preventive justice approach that advances health and safety without emphasizing crime deterrence. It draws on …

An Empirical Framework For Evaluating Semantic Preservation Using Hugging Face, Nan Jia, Anita Raja, Raffi Khatchadourian

Publications and Research

As machine learning (ML) becomes an integral part of high-autonomy systems, it is critical to ensure the trustworthiness of learning-enabled software systems (LESS). Yet, the nondeterministic and run-time-defined semantics of ML complicate traditional software refactoring. We define semantic preservation in LESS as the property that optimizations of intelligent components do not alter the system's overall functional behavior. This paper introduces an empirical framework to evaluate semantic preservation in LESS by mining model evolution data from HuggingFace. We extract commit histories, $\textit{Model Cards}$, and performance metrics from a large number of models. To establish baselines, we conducted case studies in three …

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 …

All Games Have Equilibria, M. Ali Khan, Arthur Paul Pedersen, Maxwell B. Stinchcombe

Publications and Research

Research on Nash equilibrium existence for infinite games has grown into a patchwork of technical preconditions and counterexamples. This paper presents a unified program in equilibrium theory by revising the predominant model of mixed strategies based on countable additivity. A game is specified by a nonempty set of players and, for each player, a nonempty action set and a bounded von Neumann-Morgenstern utility function. Every such game is shown to admit a Nash equilibrium in finitely additive mixed strategies. In addition, the equilibrium correspondence for any such game is shown to be nonempty, compact-valued, and upper hemicontinuous, and the same …

Public Functions And Private Resources, Zachary S. Price

Faculty Scholarship

At the federal level, the boundary between public and private functions is under pressure. On top of longstanding trends toward privatizing government functions and running agencies like businesses, the second Trump administration has sought to enlist private resources more broadly for performing public functions. This Article for the Washington University Law Review’s symposium on “Taxing, Spending, and the Constitution” outlines constitutional principles for assessing such actions. Building on prior work, it explains that presidents may seek outside assistance in exercising “resource-independent” powers, meaning powers like the veto and pardon authorities that do not depend on congressionally authorized resources in …

A Deal's A Deal: The Obvious Problem In Patent Law, Robin C. Feldman, Gideon Schor

Faculty Scholarship

Critics and industry alike agree that something is amiss in the market for medicines: Drug prices continue to rise, while various players point fingers, attributing the problem to different systemic inefficiencies. At the heart of this problem, however, lies the patent system, which provides the power that drives many of the strategic behaviors discussed in the literature.

A Deal’s a Deal suggests that a key element of patent law — obviousness doctrine — has been overlooked in the search for causes and solutions of the many distortions in pharmaceutical markets. This uniquely comprehensive Article examines obviousness doctrine from numerous angles: …

The Relationship Between U.S. Presidents And Governors From Opposing Political Parties: Policy Implementation And Crisis Management, Adam Richey

Honors College Theses

This thesis studies the impact of partisan divisions between U.S. presidents and state governors in regard to policy implementation and crisis management of the American federal system. While previous research has mainly addressed congressional polarization, executive relationships across different levels of government have received comparatively less scholarly focus.  Particularism theory argues that electoral incentives shape executive behavior, and this study finds that political alignment significantly affects cooperation, coordination, and responsiveness during times of crises. Focusing on qualitative comparative case study methods, the analysis examines Hurricane Katrina (2005) and the COVID-19 pandemic (2020–2021). The results show that partisan division most often …

Perinatal Inflammation And Oxidative Stress Alter Adult Rat (Rattus Norvegicus) Motor Behavior, Alexander Young

Honors College Theses

Recent evidence in comparative animal models suggests that early life exposure to elevated inflammation (via LPS exposure) and oxidative stress (via acetaminophen exposure) may synergistically interact to alter typical neurodevelopmental trajectories, resulting in lasting effects on both behavior and gut-brain neurochemistry. The current study observed emotional and motor behaviors and collected fecal-boli to measure Tyrosine (TE) levels in male and female Long-Evans (Rattus norvegicus) rats. Subjects were either treated with [1] saline [2] lipopolysaccharide (LPS) to introduce an inflammatory state, [3] acetaminophen (APAP) to introduce oxidative stress, or [4] a dual-hit of both LPS + APAP on postnatal day (PD) …

"Sing It Again": Linguistic Medievalisms In Geoffrey Hill And Seamus Heaney, Christian Cotten-Dixon

Honors College Theses

This study examines the use of early medieval structure and language in the poetry of Seamus Heaney and Geoffrey Hill, focusing on their near-contemporary collections, North and Mercian Hymns. Both collections use etymological and poetic structures to fashion an imagined medieval past in order to discuss personal and cultural narratives of history. Leveraging these structures in poetry and digging them out of past strata like a material artifact, Heaney and Hill collapse linear systems of time and language and access past word forms even as they evolve. This archaeological approach to poetry gives them the means to place the …

Rydberg Atom Arrays For Electric Field Sensing, James P. Hamilton

Honors College Theses

Rydberg atoms, hydrogen-like atoms that can be excited to states of high principal quantum number that carry correspondingly large electric dipole moments, have become leading candidates for precision electric field sensing. Arrays of such atoms, each trapped in a focused laser beam called an “optical tweezer,” are a particularly promising platform, since the strong dipole-dipole interactions between neighboring atoms provide a resource unavailable in a single-atom sensor. This thesis develops a theoretical and numerical framework for electric field measurement in small Rydberg atom arrays. We begin with a two-level model of a single atom, derive the Hamiltonian and equations of …

Working Mule Or Sacrificial Lamb: Examining Agrarian Backlash And Populism In Rural Europe, Ava Elaine Rumsey

Honors College Theses

This thesis examines to what extent populism has become a political force across rural and agrarian communities in the European Union from 2023 to 2026. It distinguishes between ‘structural’ shifts, meaning the broader transformations in agrarian political economy, and ‘policy’ shifts, meaning the cumulative impact of Common Agricultural Policy (CAP) reform, notably its welfarist and regulatory priorities. This study draws on two types of evidence. First, it pulls from a wide range of secondary sources on the CAP and agrarian political transformation. Second, it analyzes the position papers, statements, and digital media of three organizations that represent important farming constituencies …