Law Commons^™

Revolutionizing Access To Justice: The Role Of Ai-Powered Chatbots And Retrieval-Augmented Generation In Legal Self-Help, Ayyoub Ajmi

Faculty Works

Advancements in artificial intelligence (AI) present numerous opportunities to routinize and make the law more accessible to self-represented litigants, notably through AI chatbots employing natural language processing for conversational interactions. These chatbots exhibit legal reasoning abilities without explicit training on legal-specific datasets. However, they face challenges processing less common and more specific knowledge from their training data. Additionally, once trained, their static status makes them susceptible to knowledge obsolescence over time. This article explores the application of retrieval-augmented generation (RAG) to enhance chatbot accuracy, drawing insights from a real-world implementation developed for a court system to support self-help litigants.

Building A Text And Data Mining Limitation: The Brazilian Case, Luca Schirru, Allan Rocha De Souza, Claudia Chamas

Joint PIJIP/TLS Research Paper Series

In recent years, there has been a growing body of legal regulation of

TDM. Since 2018, Japan, the European Union, Singapore and others have

promoted changes to their copyright law and included specific limitations and

exceptions for TDM. These changes have been slow in the Global South and

the developing world, even though they are urgently needed there. This report

aims to present the Brazilian copyright legal framework and the policy

documents related to Intellectual Property, Artificial Intelligence and

innovation influencing political and public debate. This set of policies and

legislative texts provides the grounds for the discussion on the …

Opinion: How Software Stifles Competition And Innovation, James Bessen

Faculty Scholarship

Innovation is not what it used to be, and software is part of the reason. In many industries—industries well beyond Big Tech—dominant firms have built large software-based platforms delivering important consumer benefits, but these platforms also slow the rise of innovative rivals, including productive startups.5 Because access to these platforms is limited, competition has been constrained, creating a troubling market dynamic that slows economic growth.

Korea’S 2011 Copyright Act Amendments And Innovation By Online Service Providers, Michael Palmedo

Joint PIJIP/TLS Research Paper Series

In 2011, Korea amended its Copyright Act to comply with the U.S.-Korea Free Trade Agreement’s intellectual property chapter, which included an obligation to enact a safe harbor for secondary copyright infringement in the online environment. Safe harbors protect internet firms from legal liability when their users post infringing content online, on the condition that the firms maintain a system to efficiently remove infringing content when notified of the infringement by rightholders.

This paper tests whether the newly established safe harbors had an impact on innovation by Korean internet firms. I hypothesize that the amendments alleviated litigation risks faced by internet …

A Patent And A Prize, Keith N. Hylton

Faculty Scholarship

This paper examines a simple and old question: should innovators receive a patent or a prize? The answer I provide is equally simple: they should receive both. The literature on patents versus prizes has proceeded mostly under the assumption that there should be a choice between a regime of patents and a regime of prizes in which patents fall into the public domain upon award of the prize. There are significant “public choice costs” under the prize plans. By this I mean there are risks of inappropriate transfers to patentees – that is, looting – and of confiscation of patentees, …

The Case Of The Missing Device Patents, Or: Why Device Patents Matter, Erika Lietzan, Kristina M. L. Acri, Evan Weidner

Faculty Publications

A company that earns premarket approval of its medical device is entitled to an extension of one patent claiming the device, to make up for some of the time it spent doing premarket research. Yet, surprisingly, a mere thirteen percent of those eligible for this extension (also known as patent term "restoration") ask for one. In contrast, most drug companies entitled to this same patent extension ask for one.

In this Article, we attribute the imbalance largely to differences between the two regulatory frameworks. In brief, because the FDA classifies and regulates devices based on what they do and how …

The Legal Innovation Sandbox, Cristie Ford, Quinn Ashkenazy

All Faculty Publications

"The Legal Innovation Sandbox" examines a novel regulatory approach, called the innovation sandbox, in the context of the legal profession. The paper makes the claim that the “sandbox” regulatory model is in fact better suited to fostering innovation in the legal services arena than it is in the financial technology, or fintech, arena in which the sandbox concept developed. However, any effort to transplant a technique from one context to another needs to be carefully considered. This article is comparative across disciplines – financial regulation and legal services regulation – and across jurisdictions – covering the United Kingdom, the United …

‘A Most Equitable Drug’: How The Clinical Studies Of Convalescent Plasma As A Treatment For Sars-Cov-2 Might Usefully Inform Post-Pandemic Public Sector Approaches To Drug Development, Quinn Grundy, Chantal Campbell, Ridwaanah Ali, Matthew Herder, Kelly Holloway

Articles, Book Chapters, & Popular Press

Interventional clinical studies of convalescent plasma to treat COVID-19 were predominantly funded and led by public sector actors, including blood services operators. We aimed to analyze the processes of clinical studies of convalescent plasma to understand alternatives to pharmaceutical industry biopharmaceutical research and development, particularly where public sector actors play a dominant role. We conducted a qualitative, critical case study of purposively sampled prominent and impactful clinical studies of convalescent plasma during 2020-2021. We found that studies were mobilized and scaled at record pace due to well-connected investigators who engaged in widespread sharing of clinical trials resources, regulatory facilitators, and …

The Futures Of Law, Lawyers, And Law Schools: A Dialogue, Sameer M. Ashar, Benjamin H. Barton, Michael J. Madison, Rachel F. Moran

Articles

On April 19 and 20, 2023, Professors Bernard Hibbitts and Richard Weisberg convened a conference at the University of Pittsburgh School of Law titled “Disarmed, Distracted, Disconnected, and Distressed: Modern Legal Education and the Unmaking of American Lawyers.” Four speakers concluded the event with a spirited conversation about themes expressed during the proceedings. Distilling a lively two days, they asked: what are the most critical challenges now facing US legal education and, by extension, lawyers and the communities they serve? Their agreements and disagreements were striking, so much so that Professors Hibbitts and Weisberg invited those four to extend their …

Rethinking Innovation At Fda, Rachel Sachs, W. Nicholson Price Ii, Patricia J. Zettler

Scholarship@WashULaw

In several controversial drug approval decisions in recent years, the Food & Drug Administration (FDA) has publicly justified its decision partly on the ground that approving the drugs in question would support innovation in those fields going forward. To some observers, these arguments were surprising, as the agency’s determination whether a drug is “safe” and “effective” does not seem to depend on whether its approval also supports innovation. But FDA’s use of these innovation arguments in drug approval decisions is just one example of the ways in which the agency has come to make many innovation-related judgments as part of …

Manufacturing Innovation, Xuan-Thao Nguyen

Articles

Using intellectual property assets as the proxy for innovation measures, this paper provides a comprehensive analysis of the legal and policy strategies that form the foundation for China's new role as the global manufacturer of innovation. Manufacturing innovation is evident through China's multi-prong approach regarding intellectual property production and maximization. Significantly, among many other policies that target innovation, China encourages the production of innovation by accepting patents and trademarks as collateral assets for financing. Entrepreneurs can quickly obtain loans against their portfolios of patents and trademarks. China also requires enterprises seeking to undergo an initial public offering (IPO) on the …

The Legal Innovation Sandbox, Cristie Ford, Quinn Ashkenazy

All Faculty Publications

"The Legal Innovation Sandbox" examines a novel regulatory approach, called the innovation sandbox, in the context of the legal profession. The paper makes the claim that the “sandbox” regulatory model is in fact better suited to fostering innovation in the legal services arena than it is in the financial technology, or fintech, arena in which the sandbox concept developed. However, any effort to transplant a technique from one context to another needs to be carefully considered. This article is comparative across disciplines – financial regulation and legal services regulation – and across jurisdictions – covering the United Kingdom, the United …

Status, Subject, And Agency In Innovation, Kali Murray

Emory Law Journal Online

The Inequalities of Innovation will be rightly understood as a major scholarly assessment in intellectual property and innovation law for its naming of three key inequalities: the inequality of wealth and income, the inequality of opportunity to innovate, and the inequality of access to innovation. This Essay complicates the triadic framework discussed in The Inequalities of Innovation by interrogating its relationship to status harm and social identity and its relationship to broader discussions of social identities such as race and the law.

Dynamic Pricing Algorithms, Consumer Harm, And Regulatory Response, Alexander Mackay, Samuel Weinstein

Articles

Pricing algorithms are rapidly transforming markets, from ride-sharing, to air travel, to online retail. Regulators and scholars have watched this development with a wary eye. Their focus so far has been on the potential for pricing algorithms to facilitate explicit and tacit collusion. This Article argues that the policy challenges pricing algorithms pose are far broader than collusive conduct. It demonstrates that algorithmic pricing can lead to higher prices for consumers in competitive markets and even in the absence of collusion. This consumer harm can be initiated by a single firm employing a superior pricing algorithm. Higher prices arise from …

Law School News: Rewards Of The Road Less Traveled 10-13-2022, Michelle Choate

Life of the Law School (1993- )

No abstract provided.

Nonpatentability Of Business Methods: Legal And Economic Analysis, Peter Menell, Michael J. Meurer

Faculty Scholarship

In this brief filed in Bilski vs. Kappos, pending before the U.S. Supreme Court, we argue that the "useful Arts" limitation of the the Intellectual Property Clause of the U.S.Constitution restricts the scope of Congress's patent power to technological advances. Beyond this constitutional limitation, Congress has not extended patent protection to business methods. The subject matter provision of the 1952 Patent Act merely codified existing subject matter categories and limitations, including the exclusion of business methods. The First Inventor Defense Act of 1999 did not alter this limitation on patentable subject matter. It did not amend the subject matter provision. …

Competition And Innovation: The Breakup Of Ig Farben, Felix Poege

Faculty Scholarship

The relationship between competition and innovation is difficult to disentangle, as exogenous variation in market structure is rare. The 1952 breakup of Germany’s leading chemical company, IG Farben, represents such a disruption. After the Second World War, the Allies occupying Germany imposed the breakup because of IG Farben’s importance for the German war economy instead of standard antitrust concerns. In technology areas where the breakup reduced concentration, patenting increased strongly, driven by domestic firms unrelated to IG Farben. An analysis of patent texts shows that an increased propensity to patent does not drive the effect. Descriptively, IG Farben’s successors increased …

Regional Cooperative Federalism And The Us Electric Grid, Hannah Jacobs Wiseman

Journal Articles

The U.S. Constitution makes no direct mention of regional governing entities, yet they are an entrenched part of our federalist system. In the area of electric grid governance, the federal government enlists independent, private entities called regional transmission organizations (RTOs) to implement federal policy and achieve state energy goals. RTOs are the most prominent form of regional cooperative federalism, yet other policy spheres, such as opioid control, encompass a similar approach. This is a twist on the classic form of cooperative federalism, in which the federal government relies upon individual states to achieve federal mandates.

The regionally governed electric grid …

Leases As Forms, David A. Hoffman, Anton Strezhnev

All Faculty Scholarship

We offer the first large scale descriptive study of residential leases, based on a dataset of ~170,000 residential leases filed in support of over ~200,000 Philadelphia eviction proceedings from 2005 through 2019. These leases are highly likely to contain unenforceable terms, and their pro-landlord tilt has increased sharply over time. Matching leases with individual tenant characteristics, we show that unlawful terms are surprisingly likely to be associated with more expensive leaseholds in richer, whiter parts of the city. This result is linked to landlords' growing adoption of shared forms, originally created by non-profit landlord associations, and more recently available online …

Confronting Intellectual Property Nationalism, Cynthia M. Ho

Faculty Publications & Other Works

Stories about nations engaging in vaccine (and medical) nationalism by hoarding limited COVID-19 vaccines and treatments are widespread, but there is a hidden phenomenon that has exacerbated vaccine nationalism and prolonged the pandemic: intellectual property nationalism or “IP nationalism.” This Article coins and explains this term and highlights its negative impacts. Essentially, some nations, primarily of the Global North, are hoarding essential knowledge protected by intellectual property (IP). This Article argues that IP nationalism has contributed to millions of unnecessary deaths and limited the growth of the global economy. Meanwhile, countries and pharmaceutical companies obscure the role of IP nationalism …

Systemic Risk Of Contract, Tal Kastner

Scholarly Works

Complexity and uncertainty define our world, now more than ever. Scholars and practitioners have celebrated modular contract design as an especially effective tool to manage these challenges. Modularity divides complex structures into relatively discrete, independent components with simple connections. The benefits of this fundamental drafting approach are intuitive. Lawyers divide contracts into sections and provisions to make them easier to understand and reduce uncertainty. Dealmakers constructing complex transactions use portable agreements as building blocks to reduce drafting costs and enable innovation. Little attention, however, has been paid to the risks introduced by modularity in contracts. This Article demonstrates how this …

Beyond Compulsory Licensing: Pfizer Shares Its Covid-19 Medicines With The Patent Pool, Chenglin Liu

Faculty Articles

On March 15, 2022, the United States, European Union, India, and South Africa reached an agreement on the waiver of intellectual property rights (IP rights) for COVID-19 vaccines. The waiver agreement has rekindled the debate on the balance between IP rights protection and equitable access to medicines during a public health crisis. India, South Africa, and other developing countries maintain that a waiver was the only way to make vaccines affordable and accessible. Leading pharmaceutical companies argue that the waiver will stifle innovation and make lifesaving medicines less accessible. Both sides have seemingly overlooked Pfizer's voluntary agreement with the Medicines …

Examining The Social Security Tribunal’S Navigator Service: Access To Administrative Justice For Marginalized Communities, Laverne Jacobs, Sule Tomkinson

Law Publications

An accessible MS Word version of this document is available for download at the bottom of this screen under "Additional files."

This report provides the findings, analysis and recommendations of a research study conducted on the federal Social Security Tribunal’s Navigator Service (SST Navigator Service). The SST Navigator Service was established in 2019 for tribunal users without a professional representative. The study examines the use of the Navigator Service for Canada Pension Plan–Disability (CPP–Disability) appeals heard by the Income Security - General Division of the Social Security Tribunal.

This research study focuses on access to administrative justice on the …

Patents And Competition: Commercializing Innovation In The Global Ecosystem For 5g And The Internet Of Things, Thomas D. Grant, F. Scott Kieff

GW Law Faculty Publications & Other Works

Times are changing as our global ecosystem for commercializing innovation helps bring new technologies to market, networks grow, interconnections and transactions become more complex around standards and otherwise, all to enable vast opportunities to improve the human condition, to further competition, and to improve broad access. The policies that governments use to structure their legal systems for intellectual property, especially patents, as well as for competition—or antitrust—continue to have myriad powerful impacts and raise intense debates over challenging questions. This Chapter explores a representative set of debates about policy approaches to patents, to elucidate particular ideas to bear in mind …

Changemakers: Rewards Of The Road Less Traveled: Dylan Collins, Roger Williams University School Of Law

Life of the Law School (1993- )

No abstract provided.

Securities Law: Overview And Contemporary Issues, Neal Newman, Lawrence J. Trautman

Faculty Scholarship

This is not your grandfather’s SEC anymore. Rapid technological change has resulted in novel regulatory issues and challenges, as law and policy struggles to keep pace. The U.S. Securities and Exchange Commission (SEC) reports that “the U.S. capital markets are the deepest, most dynamic, and most liquid in the world. They also have evolved to become increasingly fast and extraordinarily complex. It is our job to be responsive and innovative in the face of significant market developments and trends.” With global markets increasingly interdependent and interconnected and, “as technological advancements and commercial developments have changed how our securities markets operate, …

Regulating New Tech: Problems, Pathways, And People, Cary Coglianese

All Faculty Scholarship

New technologies bring with them many promises, but also a series of new problems. Even though these problems are new, they are not unlike the types of problems that regulators have long addressed in other contexts. The lessons from regulation in the past can thus guide regulatory efforts today. Regulators must focus on understanding the problems they seek to address and the causal pathways that lead to these problems. Then they must undertake efforts to shape the behavior of those in industry so that private sector managers focus on their technologies’ problems and take actions to interrupt the causal pathways. …

Diversity In Innovation Best Practices Guide, Laura Norris, Mary Fuller, Joy Peacock, Sydney Yazzolino

Faculty Publications

In 2020, the USPTO collaborated with the HTLI to propose a study designed to increase diversity in the patenting process, specifically targeted to in-house legal / IP department and their practices. The goal of the study was simple - harvesting the collective knowledge of nationwide IP professionals and producing an “insanely practical” guide to expand inventorship to a more diverse inventor population. By “diverse” we mean underrepresented or historically marginalized groups in the United States patent system. The term "diversity" can be interpreted differently in different countries. The HTLI research team collected this extensive list of over 90 best practice …

Turning The Tables In Research And Development Licensing Contracts, Niyazi Taneri, Pascale Crama

Research Collection Lee Kong Chian School Of Business

Research and development (R&D) collaborations between an innovator and her partner are often undertaken when neither party can bring the product to market individually, which precludes value creation without a joint effort. Yet, the uncertain nature of R&D complicates the monitoring of effort, and the resulting moral hazard reduces a collaboration’s value. Either party can avoid this outcome by acquiring the capability that is missing and then taking sole ownership of the project. That approach involves two types of risks: one related to whether the other party’s capability will be acquired and one related to how well it will be …

Making Regulation Robust In The Innovation Era, Cristie Ford

All Faculty Publications

The next few years in regulatory history will be pivotal.

On one hand, we are witnessing renewed interest in robust state action in the economy and society. Battered by a poorly managed global pandemic and the undeniable persistence of racism and discrimination; terrified about the consequences of climate change; having suffered through years of political tumult and populist anger following a disastrous financial crisis; and having recognized once again that there is more to a person’s value than their economic productivity – it seems clear that over recent decades, public policy swung too far away from the humane, collective, and …