Digital Commons Network^™

Agile In The Age Of Ai: Considerations And Improvements For Streamlining Developer Workflows, Stephen Feng

University Honors Theses

This paper examines the integration of AI language models into Agile developer workflows during a six-month software development project. Using the development of SagacityWall, a mindfulness-based social media application built by a team of eight undergraduates, it identifies three key areas in Agile processes where AI provided meaningful leverage: translating business requirements into actionable developer work tickets, accelerating framework research and technology stack decisions, and reducing onboarding friction through AI-assisted code scaffolding and Behavior-Driven Development story formatting. The study finds that AI meaningfully boosted productivity across these stages – not by replacing developer judgment, but by reducing overhead at each …

Moving Beyond Traditional Cost Containment For Glp-1 Coverage Within Oregon's Proposed Universal Health Plan, Manoj Rajesh

University Honors Theses

In 2022, Oregon voters passed Measure 111, constitutionally mandating access to affordable health care. As the Universal Health Plan Governance Board (UHPGB) designs the state's proposed single-payer system, it faces an unprecedented financial vulnerability: the clinical demand for GLP-1 receptor agonists. These high-cost, indefinite-use medications for obesity and metabolic syndrome threaten to overwhelm fixed public budgets. Historically, both the Oregon Health Plan's Medicaid framework and commercial private insurers have relied on static cost-containment models—categorical exclusions, step therapy, and aggressive utilization management—that achieve short-term fiscal solvency at the expense of comprehensive preventative care. This thesis argues that to fulfill the mandate …

Abecedarian Birthday Chant, Krista Speicher Sarraf

Intertidal

No abstract provided.

Bridging The Divide: How Political Polarization Shapes Communication Among College Students, Kylie C. Gaynor

Communication Studies

The following study employed Social Identity and Affective Polarization theories to examine how political disagreement influences students’ willingness to engage in open dialogue within higher education during a time of polarization. This study employed a simple survey distributed to a sample of Cal Poly San Luis Obispo students from all colleges. The Qualtrics survey included multiple-choice questions assessing students’ political affiliation and examining how these affiliations influenced their willingness to engage in communication with individuals holding differing views, as well as their openness to developing deeper interpersonal relationships. The survey results were analyzed using SPSS statistical software. The results concluded …

Greenway Connect, Julia Xaning Kung, Kaleah Cruz, Lila Citlali Roake

City and Regional Planning

This project is developed in response to the American Planning Association’s Student Planning and Design Competition 2026 and fulfills the senior project requirement for a Bachelor of Science in City and Regional Planning from California Polytechnic State University, San Luis Obispo.

The site consists of the core development area and the framework area, both of which reflect the historical significance and prospective future of the area. The framework area contains multiple industrial sites; Lyndon Street formerly housed multiple textile and manufacturing warehouses that supplied businesses along Livernois Avenue of Fashion. The site also includes the Intervale-Roselawn Park, which has recently …

Full Issue, Volume 21, Issue 2, Journal Of Youth Development

Journal of Youth Development

No abstract provided.

Hsta 101h.50: American History I - Online, Jonathan W. Hall

University of Montana Course Syllabi, 2026-2030

No abstract provided.

Lit 110l.50: Introduction To Literature, Eric J. Reimer

University of Montana Course Syllabi, 2026-2030

No abstract provided.

Table Of Contents

Marquette Law Review

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Incipient: Contemporary Wildfire Management In The American West, Carlyn A. Mcaleer

Environmental Studies Senior Theses

The frequency, severity, and total area burned by wildfires has escalated dramatically alongside a similar increase in federal suppression spending. However, contemporary management remains rooted in a suppression‑centric framework that originated in the early‑20th‑century. Our current wildfire management practices are unsustainable in the face of this growing threat. Using an approach that blends historical analysis and spatial analysis, this thesis asks how current spatial patterns of burn probability (BP) overlap with existing fire-response infrastructure and population in eight states (Arizona, Colorado, Idaho, Montana, New Mexico, Nevada, Utah, Wyoming) in the American West and which barriers inhibit the adoption of proactive …

Calvip Cohort 4 Local Evaluation Report: Peace And Justice Law Center’S Legal Services To Support Gang Desistance, Nyla Baxter-Williamson Ma, Kirsten Chaplin Ma, Tori Luna Ma, Topher Mcdougal Phd

Kroc IPJ Research and Resources

This Local Evaluation Report assesses the implementation and outcomes of the Peace and Justice Law Center’s Legal Services to Support Gang Desistance (LSSGD) project, funded by the California Board of State and Community Correction’s California Violence Intervention and Prevention Program (CalVIP) Grant, Cohort 4. Through LSSGD, PJLC sought to provide direct legal services to current or formerly gang-involved individuals, as well as those treated by law enforcement as gang-involved, to reduce legal obstacles to desistance, expand access to lawful employment, promote family stability, and improve trust in legal institutions. The Joan B. Kroc Institute for Peace and Justice (Kroc IPJ) …

Front Matter, Michigan Law Review

Michigan Law Review

Front Matter for Volume 124, Issue 8 of Michigan Law Review

The History Of The Constitution Is Our Future., Maggie Blackhawk

Michigan Law Review

The Constitution of the United States establishes a government; it also stands as the fundamental law of a people. It shapes daily life, distributes power, and sets a direction for the future. And yet when we ask about the reach and meaning of the Constitution, we are increasingly told to look backward. The answers to our future are said to lie in the past.

Closing Time?, Aziz Z. Huq

Michigan Law Review

A review of No Democracy Lasts Forever: How the Constitution Threatens the United States. By Erwin Chemerinsky.

The Bluebook: An Insider’S Perspective, M. Burke Craighead

Michigan Law Review

A review of The Bluebook: A Uniform System of Citation. Edited by Columbia Law Review Association, Harvard Law Review Association, University of Pennsylvania Law Review and The Yale Law Journal.

Jurisdictional Waters, Jamison E. Colburn

Michigan Law Review

A review of Waters of the United States: POTUS, SCOTUS, WOTUS, and the Politics of a National Resource. By Royal C. Gardner.

Schools Without Borders: Ending The Containment, Jade A. Craig

Michigan Law Review

A review of The Containment: Detroit, the Supreme Court, and the Battle for Racial Justice in the North. By Michelle Adams.

Muckrakers Beware, Jonathan D. Glater

Michigan Law Review

A review of Murder the Truth: Fear, the First Amendment, and a Secret Campaign to Protect the Powerful. By David Enrich.

The Court And The Killing State, Eric Berger

Michigan Law Review

A review of Secrets of the Killing State: The Untold Story of Lethal Injection. By Corinna Barrett Lain.

What Personhood Means, Laura Portuondo

Michigan Law Review

A review of Personhood: The New Civil War over Reproduction. By Mary Ziegler.

Reflections And Revisionism: Rethinking The U.S. Response To Covid-19, Wendy E. Parmet

Michigan Law Review

A review of In Covid’s Wake: How Our Politics Failed Us. By Stephen Macedo and Frances Lee.

Fourth Amendment Anti-Theory, Matthew Tokson

Michigan Law Review

A review of The Digital Fourth Amendment: Privacy and Policing in Our Online World. By Orin Kerr.

Legal Ethics Of Ai Snake Oil: Navigating The Hype, Harm, And Hope Of Legal Ai, Drew Simshaw

Michigan Law Review

A review of AI Snake Oil.By Arvind Narayanan and Sayash Kapoor.

When Lawyers Protest, Renee Knake Jefferson

Michigan Law Review

A review of Lawyer Nation: The Past, Present, and Future of the American Legal Profession. By Ray Brescia and a review of Canceling Lawyers: Case Studies of Accountability, Toleration, and Regret. By W. Bradley Wendel.

The Young And The Lawless, Sarah Medina Camiscoli

Michigan Law Review

A review of Lawless: How the Supreme Court Runs on Conservative Grievance, Fringe Theories, and Bad Vibes. By Leah Litman.

Establishing An Elite Core Panel For Accelerating Genetic Gain In The Philrice Irrigated Rice Breeding Program, Leonilo V. Gramaje, Frodie P. Waing, Raysha Ann Marie Garcia, Nia N. Manlulu, Rogemae C. Ravela, Alvin D. Palanog, Oliver E. Manangkil, Holden Verdeprado, Rose Imee Zhella Amar-Morante, Norvie L. Manigbas, Pompe C. Sta Cruz, Suresh Babu Kadaru, Parthiban Thathapalli Prakash, Jose E. Hernandez

The Philippine Agricultural Scientist

Increasing the performance of rice varieties in terms of yield and other economically significant traits through genetic improvement is crucial to achieving food security in the Philippines. The Department of Agriculture– Philippine Rice Research Institute (PhilRice) plays a central role in developing high-yielding rice varieties that are more adaptable to local conditions to meet national rice demand. This study determined the trend in genetic gain for yield among national test entries from 2015 through 2021 using historical data and evaluated key agronomic, grain quality, and pest- and disease-resistance traits as criteria for assembling an elite core panel. Historical yield data …

Provider And Patient Perspectives On The Diagnosis And Treatment Of Alzheimer's Disease, Philippe Amouyel, Sandrine Andrieu, Angela Bradshaw, Ralph C. Carmona, Magali Dumont, Lea Tenenholz Grinberg, Takeshi Iwatsubo, Oskar Hansson, Clifford R. Jack, Gregory A. Jicha, Simin Mahinrad, Eric Mcdade, Catherine J. Mummery, Ronald C. Petersen, Shelagh Robinson, Julie A. Schneider, Lenny Shellcross, Amanda G. Smith, Heather M. Snyder, Beth Tapply, Charlotte Teunissen, Wiesje M. Van Der Flier, Bruno Vellas, David Wallon, Jeff D. Williamson, Donna Wilcock, Maria C. Carrillo

Neurology Faculty Publications

Since 2016, the Alzheimer's Association and the Fondation Alzheimer have hosted Global Alzheimer's Leadership Series (GoALS) global think tanks, with world-leading experts for innovative discussions to advance Alzheimer's disease (AD) research and care. The second GoALS think tank, held in June 2024 in Paris, focused on the relationship between biological changes and clinical manifestations of AD in the context of the evolving therapeutic landscape. Discussions spanned real-world experiences of providers, patients, and their families, theoretical considerations, and health system challenges. The lived experience perspective was central to these discussions. The importance of shared decision-making, clear and transparent communication, and the …

When Politics Meets Digital Assets: Gender Identity Salience And Nft Pricing After Roe V. Wade, Xiang Liu, Yao Zhao, Ping Fan Ke

Research Collection School Of Computing and Information Systems

Major sociopolitical events can reshape public attention toward identity-related issues, potentially influencing valuation patterns in digital markets where identity-related characteristics are embedded in digital assets. Using the overturning of Roe v. Wade as an exogenous policy shock, this paper examines how gender attributes represented in non-fungible token (NFT) avatars affect market outcomes. Using transaction data from six major avatar-based NFT collections traded on Etherscan in 2022, we apply a quasi-experimental design combining propensity score matching and a difference-in-differences model. The results indicate that the policy shock significantly increased the resale prices of NFTs representing female avatars. These findings suggest that …

Scaling Up Multi-Agent Reinforcement Learning For Large Agent Teams And Long-Horizon Tasks: A Survey, Minghong Geng, Shubham Pateria, Budhitama Subagdja, Ah-Hwee Tan

Research Collection School Of Computing and Information Systems

Multi-agent reinforcement learning (MARL) empowers multiple autonomous agents to acquire effective policies for collaborative problem-solving. Over the last decade, MARL has seen significant advancements, with numerous algorithms achieving impressive performance across various benchmarks and real-world applications. Nevertheless, the scalability of multi-agent systems, in terms of the number of agents and the length of the task horizon, remains a critical consideration for applying MARL methods to complex problem-solving. Given that a dedicated review of the existing approaches and challenges in scaling up multi-agent systems remains largely absent, this survey aims to bridge this gap by delivering a comprehensive review of MARL …

“Grandpa, Can You Speak Nicer?”: Envisioned Chatbot Roles And Design Tensions In Intergenerational Communication Conflicts, Tianyi Zhang, Emran Bin Elias Poh, Yueyue Hou, Yi-Chieh Lee, Renwen Zhang, Jiannan Li, Anthony Tang

Research Collection School Of Computing and Information Systems

Intergenerational conversations often break down when differences in tone, language, or expectations lead participants to feel dismissed or misunderstood. In this work, we explore how people envision AI-driven chatbot interventions for addressing communication problems in text-based intergenerational family chat. We conducted a scenario-based design interview with 10 pairs of family members from different generations, in which participants designed chatbot interventions that varied in intervention target and timing. Our findings show that participants expect chatbots to perform multiple themes of intervention, including mediating understanding, providing emotional support, offering evaluative commentary, and guiding interaction through behavioral suggestions. These expectations varied systematically across …