This paper surveys three basic legal-text analytic techniques—ML, network diagrams, and question answering (QA)—and illustrates how some currently available commercial applications employ or combine them. It then examines how well the text analytic techniques can answer legal questions given some inherent limitations in the technology. In more detail,
Artificial-intelligence technological advancements bring automation and predictive analytics into patent prosecution. The information asymmetry between inventors and patent examiners is expanded by artificial intelligence, which transforms the inventor– examiner interaction to machine–human interactions. In response to automated patent drafting, automated office-action responses, “cloems” (computer-generated word permutations) for defensive patenting,
To give you a feel for the power of legal analytics, imagine that you are the managing partner of a law firm. With a good set of algorithms and the push of a few buttons, you can make sure that you’ve delegated each part of an assignment to the
The nature of legal services is drastically changing given the rise in the use of artificial intelligence and machine learning. Legal education and training models are beginning to recognize the need to incorporate skill building in data and technology platforms, but they have lost sight of a core competency for
In this project, the authors obtained public data on over 100,000 Chapter 11 bankruptcy cases and used machine and deep-learning methodologies to explore whether models could be designed to predict Chapter 11 case outcomes. The data used was obtained from the Federal Judicial Center’s bankruptcy Integrated Database and
Practitioners use artificial-intelligence (AI) tools in fields as varied as finance, medicine, human resources, marketing, sports, and many others. Now, for the first time, lawyers are beginning to use similar tools in the delivery of legal services. Where once lawyers may have only used AI for electronic discovery (eDiscovery), today
The advantages of evidence-based decision-making in the practice and theory of law should be obvious: Don’t make arguments to judges that seldom persuade; Jurisprudential analysis ought to align with sound social science; Attorneys should pitch legal work to clients that demonstrably need it. Despite the appearance of simplicity, there
The source of the applicable standard of care in a specific medical negligence claim is multifaceted. The testifying expert witness, when explaining the applicable standard of care, “would draw upon his own education and practical frame of reference as well as upon relevant medical thinking, as manifested by literature, educational
Lawyers have long played an integral part in efforts to bring about social change. With an increasing desire to see change in the world, regardless of one’s political perspective, there is a growing interest in understanding the role that lawyers can play in bringing about such change. This type
The United States Department of Justice “contended that equal employment opportunity in the broadcast industry could ‘contribute significantly toward reducing . . . discrimination in other industries’ because of the ‘enormous impact . . . television . . . [has] upon American life.’” Courts have also recognized that “communities . . . ’[must] take an active interest in the . . . quality of [television
Commercial-property leases as a means for private environmental governance routinely get overlooked despite their noticeable presence. The applicable theoretical models used in environmental law and the standards that typically measure legal activity fail to detect the commercial-property lease as a regulatory action as well. Moreover, the public and positive law
This Note addresses the growing issue of surprise medical bills and how the United States Tax Code can be used to prevent many patients from receiving these bills. Part I provides a background on surprise billing and market factors that have led to an increase in the bills as well
This Note examines the history of the social-visibility requirement for Particular Social Groups in Eleventh Circuit asylum claims and the adjudication disparities that have resulted from its imposition in the southeastern United States. Part I of this Note introduces the asylum application process, examines the historical treatment of Particular Social
A changing cybersecurity environment now poses a significant corporate-governance challenge. Although some cybersecurity data breaches may be inevitable, courts now increasingly consider when a corporation’s officers and directors may be held liable on theories that they acted in bad faith and failed to adequately oversee the corporation’s affairs.
