Law Commons^™

The Unreasonable Effectiveness Of Large Language Models In Zero-Shot Semantic Annotation Of Legal Texts, Jaromir Savelka, Kevin D. Ashley

Articles

The emergence of ChatGPT has sensitized the general public, including the legal profession, to large language models' (LLMs) potential uses (e.g., document drafting, question answering, and summarization). Although recent studies have shown how well the technology performs in diverse semantic annotation tasks focused on legal texts, an influx of newer, more capable (GPT-4) or cost-effective (GPT-3.5-turbo) models requires another analysis. This paper addresses recent developments in the ability of LLMs to semantically annotate legal texts in zero-shot learning settings. Given the transition to mature generative AI systems, we examine the performance of GPT-4 and GPT-3.5-turbo(-16k), comparing it to the previous …

Restoring Confidence In Educational Technologies, Ariel Newman

Faculty Works

No abstract provided.

Collaborative Constructions: Designing High School History Curriculum With The Lost & Found Game Series, Owen Gottlieb, Shawn Clybor

Articles

This chapter addresses design research and iterative curriculum design for the Lost & Found games series. The Lost & Found card-to-mobile series is set in Fustat (Old Cairo) in the twelfth century and focuses on religious laws of the period. The first two games focus on Moses Maimonides’ Mishneh Torah, a key Jewish law code. A new expansion module which was in development at the time of the fieldwork described in this article that introduces Islamic laws of the period, and a mobile prototype of the initial strategy game has been developed with support National Endowment for the Humanities. The …

Behind The Mask: Teaching Gen Z As One Of Its Own, Ariel Newman

Faculty Works

No abstract provided.

Survey Says--How To Engage Law Students In The Online Learning Environment, Andrele Brutus St. Val

Articles

The pandemic experience has made it clear that not everyone loves teaching or learning remotely. Many professors and students alike are eager to return to the classroom. However, our experiences over the last year and a half have also demonstrated the potentials and possibilities of learning online and have caused many professors to recalibrate their approaches to digital learning. While the tools for online learning were available well before March of 2020, many instructors are only now beginning to capitalize on their potential. The author of this article worked in online legal education before the pandemic, utilizing these tools and …

Internet Connectivity Among Indigenous And Tribal Communities In North America - A Focus On Social And Educational Outcomes, Christopher S. Yoo, Leon Gwaka, Muge Haseki

All Faculty Scholarship

Broadband access is an important part of enhancing rural community development, improving the general quality of life. Recent telecommunications stimulus projects in the U.S. and Canada were intended to increase availability of broadband through funding infrastructure investments, largely in rural and remote regions. However, there are various small, remote, and rural communities, who remain unconnected. Connectivity is especially important for indigenous and tribal communities to access opportunities for various public services as they are generally located in remote areas. In 2016, the FCC reported that 41% of U.S. citizens living on tribal lands, and 68% of those in the rural …

Developing A Measure Of Social, Ethical, And Legal Content For Intelligent Cognitive Assistants, Clovia Hamilton, William Swart, Gerald M. Stokes

Technology & Society Faculty Publications

We address the issue of consumer privacy against the backdrop of the national priority of maintaining global leadership in artificial intelligence, the ongoing research in Artificial Cognitive Assistants, and the explosive growth in the development and application of Voice Activated Personal Assistants (VAPAs) such as Alexa and Siri, spurred on by the needs and opportunities arising out of the COVID-19 global pandemic. We first review the growth and associated legal issues of the of VAPAs in private homes, banks, healthcare, and education. We then summarize the policy guidelines for the development of VAPAs. Then, we classify these into five major …

Critical Race Theory As Intellectual Property Methodology, Anjali Vats, Deidre A. Keller

Book Chapters

This chapter traces the emergence of Critical Race Intellectual Property (CRTIP) as a distinct area of study and activism that builds on the work of Critical Legal Studies and Critical Intellectual Property scholars. Invested in the workings of power - but with particular intersectional attentiveness to race - Critical Intellectual Property works to imagine new, often more socially just, forms of knowledge produce. In this brief chapter, we lay out the origins of Critical Race Theory (CRT) and its central methods, articulate a vision of CRT, and contemplate how CRT's interdisciplinary and transnational methods might apply to intellectual property. In …

Playing At The Crossroads Of Religion And Law: Historical Milieu, Context And Curriculum Hooks In Lost & Found, Owen Gottlieb

Articles

This chapter presents the use of Lost & Found – a purpose-built tabletop to mobile game series – to teach medieval religious legal systems. The series aims to broaden the discourse around religious legal systems and to counter popular depiction of these systems which often promote prejudice and misnomers. A central element is the importance of contextualizing religion in period and locale. The Lost & Found series uses period accurate depictions of material culture to set the stage for play around relevant topics – specifically how the law promoted collaboration and sustainable governance practices in Fustat (Old Cairo) in twelfth-century …

Raw And Pure Education In The Society, Iwasan D. Kejawa Ed.D

Department of Educational Administration: Dissertations, Theses, and Student Research

What does education mean to individuals in the world today? Education is a way one can attain or improve his or her ability to lead and survive in the society of ours. Without educational training of the mind, it may be impossible to realize the importance of adaptability of living in the environment. Without education, It may also be difficult to embellish the use of both the mental and physical attributes possessed by individual beings.

What really is education? Education is the training of the mind to perform desire functions or to perpetuate the modality of obtaining an end or …

Technology And The (Re)Construction Of Law, Christian Sundquist

Articles

Innovative advancements in technology and artificial intelligence have created a unique opportunity to re-envision both legal education and the practice of law. The COVID-19 pandemic has accelerated the technological disruption of both legal education and practice, as remote work, “Zoom” client meetings, virtual teaching, and online dispute resolution have become increasingly normalized. This essay explores how technological innovations in the coronavirus era are facilitating radical changes to our traditional adversarial system, the practice of law, and the very meaning of “legal knowledge.” It concludes with suggestions on how to reform legal education to better prepare our students for the emerging …

Designing Analog Learning Games: Genre Affordances, Limitations And Multi-Game Approaches, Owen Gottlieb, Ian Schreiber

Articles

This chapter explores what the authors discovered about analog games and game design during the many iterative processes that have led to the Lost & Found series, and how they found certain constraints and affordances (that which an artifact assists, promotes or allows) provided by the boardgame genre. Some findings were counter-intuitive. What choices would allow for the modeling of complex systems, such as legal and economic systems? What choices would allow for gameplay within the time of a class-period? What mechanics could promote discussions of tradeoff decisions? If players are expending too much cognition on arithmetic strategizing, could that …

Tech Policy And Legal Theory Syllabus, Yafit Lev-Aretz, Nizan Packin

Open Educational Resources

Technology has changed dramatically over the last couple of decades. Currently, virtually all business industries are powered by large quantities of data. The potential as well as actual uses of business data, which oftentimes includes personal user data, raise complex issues of informed consent and data protection. This course will explore many of these complex issues, with the goal of guiding students into thinking about tech policy from a broad ethical perspective as well as preparing students to responsibly conduct themselves in different areas and industries in a world growingly dominated by technology.

The Effects Of Computer And Information Technology On Education, Iwasan D. Kejawa Ed.D

School of Computing: Faculty Publications

In the society of ours, is it true really that computers and information technology have contributed immensely to the way we learn? After observing and reading various educational paraphernalia and scanning the environment research has shown that the educational systems have greatly been impacted by computers and information technology. With the growth of technology, the ways we learn have been improved tremendously. Innovative technologies have contributed to the innovation of learning in the education arena and outside. The traditional ways of conveying instructions to learners have been augmented with the use of computers information technologies. The educational system of our …

Lost & Found: New Harvest, Owen Gottlieb, Ian Schreiber

Presentations and other scholarship

Lost & Found is a strategy card-to-mobile game series that teaches medieval religious legal systems with attention to period accuracy and cultural and historical context.

Set in Fustat (Old Cairo) in the 12th century, a great crossroads of Islam, Judaism, and Christianity. The Lost & Found games project seeks to expand the discourse around religious legal systems, to enrich public conversations in a variety of communities, and to promote greater understanding of the religious traditions that build the fabric of the United States. Comparative religious literacy can build bridges between and within communities and prepare learners to be responsible citizens …

Globalizing Online Learning: Exploring Culture, Corporate Social Responsibility, And Domestic Violence In An International Classroom, Daniela Peterka-Benton, Bond Benton

Department of Justice Studies Faculty Scholarship and Creative Works

The construction of a successful online collaboration between distinct cultural groups requires an informed cultural awareness. This is the exploration of such an online collaboration between American and Turkish Students. The focus of the shared student interaction was the concept of corporate social responsibility. As the concept is enacted differently in different cultures, this represented an ideal opportunity for topical student reflection and for cultural exploration. The approach utilized focused on relationship-building as a preface to content discussion based participant preferences suggested by relevant cultural research (e.g., Hofstede). Corporate social responsibility campaigns in the United States and Turkey focused on …

Welcome To Normalton: Leveraging Effective E-Learning Principles For Adult Learners, Robert L. Moore

STEMPS Faculty Publications

This design case details the critical design decisions used in the development of an e-learning module library for North Carolina local government officials focused on land use regulations. These modules cover topics from an introduction to land use regulations, to evidentiary hearing conduct guidelines, defining vested rights, and explaining how to adopt and amend an ordinance. This project was in response to the North Carolina League of Municipalities (NCLM) members’ increased requests for training in this subject area. This organization requested the assistance of the two faculty members at the University of North Carolina at Chapel Hill School of Government …

Automatically Extracting Meaning From Legal Texts: Opportunities And Challenges, Kevin D. Ashley

Articles

This paper examines impressive new applications of legal text analytics in automated contract review, litigation support, conceptual legal information retrieval, and legal question answering against the backdrop of some pressing technological constraints. First, artificial intelligence (Al) programs cannot read legal texts like lawyers can. Using statistical methods, Al can only extract some semantic information from legal texts. For example, it can use the extracted meanings to improve retrieval and ranking, but it cannot yet extract legal rules in logical form from statutory texts. Second, machine learning (ML) may yield answers, but it cannot explain its answers to legal questions or …

Using Ai To Analyze Patent Claim Indefiniteness, Dean Alderucci, Kevin D. Ashley

Articles

In this Article, we describe how to use artificial intelligence (AI) techniques to partially automate a type of legal analysis, determining whether a patent claim satisfies the definiteness requirement. Although fully automating such a high-level cognitive task is well beyond state-of-the-art AI, we show that AI can nevertheless assist the decision maker in making this determination. Specifically, the use of custom AI technology can aid the decision maker by (1) mining patent text to rapidly bring relevant information to the decision maker attention, and (2) suggesting simple inferences that can be drawn from that information.

We begin by summarizing the …

Re-Playing Maimonides’ Codes: Designing Games To Teach Religious Legal Systems, Owen Gottlieb

Articles

Lost & Found is a game series, created at the Initiative for

Religion, Culture, and Policy at the Rochester Institute of

Technology MAGIC Center.1 The series teaches medieval

religious legal systems. This article uses the first two games

of the series as a case study to explore a particular set of

processes to conceive, design, and develop games for learning.

It includes the background leading to the author's work

in games and teaching religion, and the specific context for

the Lost & Found series. It discusses the rationale behind

working to teach religious legal systems more broadly, then

discuss the …

Tech, Tips, And Ideas For Podcasting With Or Without A Studio, Rachel S. Evans

Articles, Chapters and Online Publications

Discusses the University of Georgia School of Law's media studio housed in the Law Library and provides examples and steps for creating your own podcast on a budget.

Don't Just Cover The Engineering Design Process, Patent It!, Philip A. Reed

STEMPS Faculty Publications

The article discusses the importance of understanding intellectual property (IP) concept for students of engineering design process. It highlights that IP classification are of four types which includes patent, trademarks and copyright. The article further offers brief information on process of obtaining a utility patent for technological inventions.

Teaching Law And Digital Age Legal Practice With An Ai And Law Seminar: Justice, Lawyering And Legal Education In The Digital Age, Kevin D. Ashley

Articles

A seminar on Artificial Intelligence ("Al") and Law can teach law students lessons about legal reasoning and legal practice in the digital age. Al and Law is a subfield of Al/computer science research that focuses on designing computer programs—computational models—that perform legal reasoning. These computational models are used in building tools to assist in legal practice and pedagogy and in studying legal reasoning in order to contribute to cognitive science and jurisprudence. Today, subject to a number of qualifications, computer programs can reason with legal rules, apply legal precedents, and even argue like a legal advocate.

This article provides a …

Computer-Supported Peer Review In A Law School Context, Kevin D. Ashley, Ilya Goldin

Articles

Legal instructors have been urged to incorporate peer reviewing into law school courses as a way to provide students much needed feedback. Peer review can benefit legal education, but only if law school instructors adopt peer review on a large scale, and for that, computer-supported peer review systems are crucial. These web-based systems orchestrate the mechanics of students submitting written assignments on-line and distributing them to other students for anonymous review, making it considerably easier for instructors to manage.

Beyond the problem of orchestrating mechanics, however, a deeper obstacle to widespread acceptance of peer review in legal education is the …

Rethinking The Development Of Weapons And Their Impact, Petros J. Katsioloudis, Mildred V. Jones

STEMPS Faculty Publications

The article presents information on conventional weaponry and threats posed by it for the environment. Weapons consist of chemical, biological, depleted uranium, landmines, nuclear, jet fighters, and even the conventional lead bullets. It is stated that the manufacturing of biodegradable weapons that don't pollute the environment must be promoted, as they also strengthen the laws which ban the use of toxic and other chemical weapons. A table on correlation with standards for technological literacy, is also presented.

Assessing Technology Skills In An Undergraduate Business Course, Kimberly Hollister, Nicole B. Koppel

Department of Information Management and Business Analytics Faculty Scholarship and Creative Works

This article focuses on how an undergraduate program of an Association to Advance Collegiate Schools of Business (AACSB), an accredited business school, incorporates assessment on the use of information technology in a computer business course. To meet the new AACSB standards regarding assessment and adequately determine "if and what students are learning?" This article presents the technology learning goals, the associated learning objectives and the specific technology-related behaviors and actions that are assessed. In addition, specific examples of student assignments are presented as well as how these assignments are designed and assessed in relation to the learning objectives for the …

Computer Models For Legal Prediction, Kevin D. Ashley, Stephanie Bruninghaus

Articles

Computerized algorithms for predicting the outcomes of legal problems can extract and present information from particular databases of cases to guide the legal analysis of new problems. They can have practical value despite the limitations that make reliance on predictions risky for other real-world purposes such as estimating settlement values. An algorithm's ability to generate reasonable legal arguments also is important. In this article, computerized prediction algorithms are compared not only in terms of accuracy, but also in terms of their ability to explain predictions and to integrate predictions and arguments. Our approach, the Issue-Based Prediction algorithm, is a program …

Capturing The Dialectic Between Principles And Cases, Kevin D. Ashley

Articles

Theorists in ethics and law posit a dialectical relationship between principles and cases; abstract principles both inform and are informed by the decisions of specific cases. Until recently, however, it has not been possible to investigate or confirm this relationship empirically. This work involves a systematic study of a set of ethics cases written by a professional association's board of ethical review. Like judges, the board explains its decisions in opinions. It applies normative standards, namely principles from a code of ethics, and cites past cases. We hypothesized that the board's explanations of its decisions elaborated upon the meaning and …

Evaluating Electronic Resources: Criteria Used By Librarians, Robert J. Weiner Jr.

College of Law - Law Library Staff Scholarship

Librarians use a variety of criteria when evaluating research databases for potential purchase or subscription. The development of a systematic approach to making library purchasing decisions can ensure that an informed decision-making process is used in library database collection building.

Designing Electronic Casebooks That Talk Back: The Cato Program, Kevin D. Ashley

Articles

Electronic casebooks offer important benefits of flexibility in control of presentation, connectivity, and interactivity. These additional degrees of freedom, however, also threaten to overwhelm students. If casebook authors and instructors are to achieve their pedagogical goals, they will need new methods for guiding students. This paper presents three such methods developed in an intelligent tutoring environment for engaging students in legal role-playing, making abstract concepts explicit and manipulable, and supporting pedagogical dialogues. This environment is built around a program known as CATO, which employs artificial intelligence techniques to teach first-year law students how to make basic legal arguments with cases. …