Digital Commons Network^™

Annual Report: Fy 2026 Quality Of Kerosene And Motor Fuel In Tennessee, Tennessee. Department Of Agriculture

Annual Reports on Kerosene & Motor Fuel Quality

The annual report provides data on the effectiveness of the 1989 Kerosene and Motor Fuels Quality Inspection Act, consumer complaints, inspection data, and summary of enforcement.

Two Dogmas Of Free Speech Doctrine, David R. Dow

Oklahoma Law Review

No abstract provided.

The Best Of Both Worlds: How Artificial Intelligence Can Balance Precision And Flexibility In Article 9 Search Logic, Lindsay Martin Mayes

Oklahoma Law Review

No abstract provided.

Ai Bots As Law Teachers: What Is Left For Human Professors To Do?, Harold I. Abramson

Scholarly Works

This article considers what bots can do as AI law teachers, how students are already using bots for learning, how to integrate the use of AI into law courses, and what faculty can do to stay ahead of the bots in their classrooms. During this discussion, the article confronts the existential question of what is left for human law professors to do in an AI world. It concludes that there is a future for humans for now, and one that might make us better teachers.

Native Gifts In An Electric Universe: Exploring Tribal Sovereignty Through Digital Data, Spectrum, And Technological Imaginings, Michael Johnson

American Indian Law Review

No abstract provided.

In Pursuit Of Federal Recognition: A Legal And Historical Analysis Of The Duwamish Tribe’S Fight For Federal Tribal Recognition, Gabrielle Gollihar

American Indian Law Review

No abstract provided.

The Trademark Bargain: Registration As Disclosure, Dustin Marlan

Faculty Publications

This Article highlights the central—and under-theorized—role that disclosure plays within trademark law. By loose analogy, the patent disclosure requirement is a cornerstone of patent law, embodying the “patent bargain” where an inventor must disclose their invention in exchange for a twenty-year monopoly. This quid pro quo is believed to stimulate the progress of science and technology, making patent disclosure the very pulse of the patent regime. However, the fundamental importance of disclosure in trademark law remains underexplored. Like patents, trademark law imposes a rigorous bargain—to obtain the enhanced rights granted by federal registration, trademark owners must first make significant disclosures …

Religious Riders And The Sherman Act, Bailey Sanders

Faculty Scholarship

Can corporations engage in anticompetitive behavior on the basis of religious belief? While the answer may seem like an obvious no, in fact this question has largely been overlooked. It has hovered at the margins of the debate over religious exemptions: Proponents of religious exemptions have essentially argued that there is no harm in providing such exemptions to businesses because a competitive market will ensure consumers who might be denied services or goods by a religious firm can still obtain those goods and services elsewhere. But what if religiously minded businesses act in ways that are specifically designed to limit …

Regulatory Design Choices For Ai: The What, The Who And The How, Aziz Z. Huq

Public Law and Legal Theory Working Papers

This chapter identifies three common design choices that must be made in the course of an effort to regulate artificial intelligence “AI”). By isolating the way in which those different sovereign regulators approach these choices in respect to AI, it is possible to evaluate more clearly the likely effects of regulation, and to better understand aspects of regulatory design that to date have been overlooked. First, the “what” of AI regulation is not just a matter of how “AI” is defined, but also which element of the technology stack is targeted by law: compute, data, or models. Second, the “who” …

Why Are Executions Becoming Crueler?, Deborah W. Denno

Faculty Scholarship

Since the modern death penalty era, this country’s six execution methods have become crueler over time. This article details the execution procedures adopted across death penalty states up to the end of 2025, analyzing their societal and cultural underpinnings and explaining how they were implemented, including their shared flaws, unscientific origins and protocols, and reliance on untrained, unqualified, or unknown executioners. While legislatures and courts claim that states move from one technique to the next to enhance greater humaneness, history shows that such switches are primarily propelled by constitutional challenges to a state’s particular technique. In theory, rendering a state’s …

Untangling Ai Openness, Parth Nobel, Alan Z. Rozenshtein, Chinmayi Sharma

Faculty Scholarship

The debate over AI openness—whether to make components of an artificial intelligence system available for public inspection and modification—forces policymakers to balance innovation, democratized access, safety and national security. By inviting startups and researchers into the fold, it enables independent oversight and inclusive collaboration. But technology giants can also use it to entrench their own power, while adversaries can use it to shortcut years and billions of dollars in building systems, like China’s Deepseek-R1, that rival our own. How we govern AI openness today will shape the future of AI and America’s role in it.   Policymakers and scholars grasp the …

Small-World Simulations: A New Method To Test The Effect Of Legal Rules, Johannes Kruse

Coase-Sandor Institute for Law & Economics Research Paper Series

Small-world simulation exposes an artificial society to a legal rule and observes what its members do. The agents are driven by language models: their conduct is not stipulated in equations but reasoned in their own words. The architecture can be turned on any legal regime; personalized speed limits are the demonstration, chosen because rational-choice and behavioral predictions there conflict. Validated against documented driving patterns, the simulation generates behavior no one wrote into it. Because language models are trained on what people say rather than do, the method estimates orderings, not levels: a benchmark, not a substitute for evidence.

Comparing Microgrids With Nuclear Energy: Which Is Better To Catapult New York Toward Its Green Energy Future?, Justin R. Ochs

Natural Resources Journal

This Note examines New York’s climate goals under the Climate Leadership and Community Protection Act (CLCPA) by comparing two pivotal energy solutions: nuclear energy and microgrids. Microgrids remain notably underexplored in legal scholarship, particularly their potential to achieve compliance with the CLCPA. By analyzing the economic, environmental, regulatory, and public perception challenges associated with nuclear energy and microgrids, this Note argues that microgrids offer a safer, more flexible, and sustainable option for accelerating New York’s path toward its green energy future. This Note evaluates microgrid projects across New York, along with common critiques regarding the scalability and viability of hybrid …

Need For Harmonized Terminology In Cryopreservation To Support Reproducibility, Regulation, And Translation, Susan Wolf, Lakshya Gangwar, Lowell Wolfe, Nikolas Zuchowicz, Irina Filz Von Reiterdank, Srivasupradha Ramesh, Bat-Erdene Namsrai, Joseph Kangas, Joseph Sushil Rao, Matthew Powell-Palm, Timothy L. Pruett, John C. Bischof, Korkut Uygun

Articles

As cryopreservation technologies continue to develop, the need for harmonized terminology across the multitude of disciplines where cryopreservation is applied is becoming increasingly acute. Terminology in cryopreservation remains inconsistent, leading to confusion and barriers to progress. Applications of cryopreservation in medicine, food, agriculture, and conservation remain limited by this lack of consensus. Inconsistent terminology contributes to ethical, legal, and societal issues in translating and integrating new cryopreservation technologies. Here we identify the problem with examples of cryopreservation terminology that demand harmonization. We describe the need for terminological consistency by providing examples of effective terminology harmonization projects in related fields. We …

Creating A Responsible Authorship Culture In Science: Anchoring Authorship Practices In Principles Of Transparency, Credit, And Accountability, Susan Wolf, Véronique Kiermer, Sofia Adams, Kirsten Bibbins-Domingo, Kathleen Hall Jamieson, Joerg Heber, Mohammad Hosseini, Ana Marušić, Beau Nielsen, Magdalena Skipper, Geeta K. Swamy, Yensi Flores Bueso

Articles

Authorship remains the primary currency of academic credit and a cornerstone of research integrity, yet current practices often fail to reflect the collaborative and interdisciplinary nature of modern science and questionable authorship practices persist. We argue that addressing these shortcomings is a collective responsibility shared by researchers, journals, research funders, scholarly societies, and research institutions. We examined authorship guidelines issued by journals and research institutions and found that their recommendations to researchers are highly variable. We propose that fostering a responsible authorship culture requires a shared, principle-based framework grounded in transparency, credit, and accountability. These three interconnected principles highlight when …

Judicial Review Of Agency Discretion, Lisa S. Bressman, Daniel T. Deacon, Glen Staszewski

Book Chapters

Agencies exercise discretion when they make a choice among alternatives that are legally available to them. Such choices come in many different forms. An agency may grant a permit, deny it, or grant it with conditions. It may pro­mulgate a rule that sets specified limits on pollution, and it may or may not afford transition relief to existing sources. Or it may levy a fine against an indi­vidual and decide how high that fine should. be. To the extent the agency is afforded options in making these determinations, it is exercising discretion. This chapter concerns judicial review of agencies' discretionary …

Machine Learning For Predictive Energy And Emissions Modeling Of Vehicles And Power Grids In The United States, S M Tanvir Faysal Alam Chowdhoury

Dissertations

The environmental benefits of electric vehicle (EV) adoption depend on more than replacing internal combustion engine vehicles with electric powertrains. EV adoption reshapes electricity demand, interacts with regional generation mixes, and influences travel behavior and congestion, creating a coupled transportation-energy system in which vehicle and power-plant emissions must be evaluated together. This dissertation develops machine-learning frameworks for predicting energy consumption and emissions from vehicles and power grids under rising EV adoption. The first component forecasts grid emissions from EV charging. Using simulation data from NREL's Cambium database, a Prophet-based time-series framework predicts carbon dioxide, nitrous oxide, and methane emission rates …

The Pedagogy Of Legal Synthesis, Stephen Mortellaro

Scholarly Articles

The ability to synthesize implicit legal principles from many ambiguous cases is a mark of a skilled attorney. But legal synthesis is notoriously challenging to teach, and law students typically receive little explicit guidance on how to synthesize. The literature likewise offers law professors little direction on how to impart the skill successfully. This Article serves as a guide for professors to effectively train law students to synthesize implicit legal principles. Drawing upon cognitive science, the study of logic, and educational research, this Article explains the challenges of learning legal synthesis and equips professors with pedagogical methods and curricular resources …

Brief For Jonathan H. Adler As Amicus Curiae Supporting Respondents And Affirmance, Jonathan Adler

Briefs

Global climate change presents many complex and intractable legal and policy questions. Assuming this Court has jurisdiction, the legal questions in this case are comparatively simple and straightforward. Nothing in federal law, let alone the Constitution, preempts state-law claims seeking relief from injuries allegedly caused or exacerbated by petitioners’ conduct.

At issue in this case is whether allegedly aggrieved parties, including subnational governments, may seek redress under state law from defendants otherwise subject to state court jurisdiction for harms allegedly caused or contributed to by petitioners’ conduct. In order to succeed, respondents will ultimately need to show that the damages …

The Crimmigrators, Juliet P. Stumpf

University of Colorado Law Review

No abstract provided.

Courting Chaos In Market Competition: Combatting Defendants’ Incentive To Sabotage Divestiture In Antitrust Cases, Emma Wolters

University of Colorado Law Review

No abstract provided.

What Beginning Law Students Learn When Ai Gets Personal, Kristina Swanson

Journal Articles

From the Introduction

While legal writing and research professors wrestle with artificial intelligence (AI)'s impact on the skills we teach, one thing is clear: beginning law students cannot discern whether AI answers to legal questions are correct. AI-generated responses to legal questions sound right and are designed to bolster the beleaguered law student's confidence. Deliberately programmed to hook customers, AI-generated answers often begin by praising the brilliant question and expressing electronic empathy for the difficulty the student may have had answering it. The end result: students with the wrong legal answer and misplaced confidence.

Artifact Centered Interdisciplinary Instruction Supports Secondary Student Learning In Chemistry History And Engineering, Rachel Sparks White, Kristie S. Gutierrez, James K. Ferri

Teaching & Learning Faculty Publications

Secondary STEM instruction often remains organized in disciplinary silos, limiting opportunities for students to apply Concepts across domains incoherent, authentic contexts. This mixed methods implementation study examined Convergence Research in STEM and Tradition (CReST), an Artifact centered interdisciplinary curriculum model designed to connect chemistry, world history, and engineering through a shared instructional context. In this implementation, Italian frescoes served as a boundary object anchoring a six-day sequence on mural materials, deterioration, and restoration. The sequence integrated targeted concepts in inorganic chemistry (e.g., the lime cycle and thermal processes), renaissance era historical contacts and the engineering design process within tasks related …

How To Use Court Websites Like A Law Librarian: Tools And Tactics For Using Colorado's Court Websites For Legal Research, Annakatherine Wherren

Publications

No abstract provided.

The Internet And The Lost Law Of Transit, Vivek Krishnamurthy

Publications

For centuries, the law of transit has specified when states must permit foreign persons and goods to traverse their territory on journeys beginning and ending beyond their borders. Transit is a right — not a privilege — that tempers territorial sovereignty. Though largely forgotten today, the right to transit springs from states’ responsibilities to the international community when their territory hosts infrastructure of global utility.

Yet the internet stands as a striking exception to this tradition. Despite its importance, no doctrine of transit constrains states’ power to block or disrupt internet traffic that merely passes through their territory. This is …

Adversarial Certification Of Evidentiary Software, Nicholas G. Vincent, Bryan H. Choi, Eli Siems, Clay Halbert, Katherine J. Strandburg

Publications

No abstract provided.

"The Reality Is, It All Came Back To Catch Us": Urban Population Increase And Water Conservation In The Arid West, Madison Dobson

University of Colorado Law Review

No abstract provided.

Taking Scale Seriously In Technology Law, Mark P. Mckenna, Woodrow Hartzog

Faculty Scholarship

Issues of scale—the relationship between the amount of an activity and its associated costs and benefits—permeate discussions around law and technologies. Indeed, it’s not much of an exaggeration to say that scale is the reason for most technology regulation.

But it’s not always clear how lawmakers and judges conceptualize “scale” when approaching questions around automated technologies. Scale is often used intuitively, just to mean “more.” But scale is not always just about more—scale can introduce new harms and benefits along different dimensions, not simply costs or efficiencies of greater magnitude.

In this Article, we argue for a more sustained interrogation …

Against Ai Half Measures, Woodrow Hartzog, Neil Richards, Ryan Durrie, Jordan Francis

Faculty Scholarship

So far, U.S. consumer protection policy for artificial intelligence (AI) accountability has largely consisted of industry-led approaches such as encouraging transparency, mitigating bias, promoting principles of ethics, and empowering people. These approaches are vital, but they are only half measures. To bring AI within the rule of law, lawmakers must start drawing substantive lines.

In this Article, we identify four AI regulatory approaches to consumer, data, and democratic harms as half measures. First, transparency does not produce accountability on its own. Second, while mitigating bias in AI systems is critical, even unbiased systems are a threat to the vulnerable. Third, …

Sidelining The Public, Anya Bernstein, Glen Staszewski, Wendy E. Wagner

Faculty Scholarship

This Article challenges the widely held view that Congress is the American government’s institution closest to the people, while administrative agencies are unaccountable and unresponsive. Providing a systematic, side-by-side institutional analysis, we compare the actual practices and capacities of these two institutions to engage affected publics in policymaking. We find that despite the democratic bona fides of an elected legislature, agencies possess superior capacities, more evolved practices, stricter rules, and stronger incentives for meaningful public engagement. Yet these capacities have been eroded—particularly over the last 50 years—by intensifying legal, political, and managerial obstacles. The Supreme Court and political actors have …