Digital Commons Network^™

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 …

Antisocial Innovation, Christopher Buccafusco, Samuel N. Weinstein

Georgia Law Review

Innovation is a form of civic religion in the United States. In the popular imagination, innovators are heroic figures. Thomas Edison, Steve Jobs, and (for a while) Elizabeth Holmes were lauded for their vision and drive and seen to embody the American spirit of invention and improvement. For their part, politicians rarely miss a chance to trumpet their vision for boosting innovative activity. Popular and political culture alike treat innovation as an unalloyed good. And the law is deeply committed to fostering innovation, spending billions of dollars a year to make sure society has enough of it. But this sunny …

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.

Racism Pays: How Racial Exploitation Gets Innovation Off The Ground, Daria Roithmayr

Michigan Journal of Race and Law

Recent work on the history of capitalism documents the key role that racial exploitation played in the launch of the global cotton economy and the construction of the transcontinental railroad. But racial exploitation is not a thing of the past. Drawing on three case studies, this Paper argues that some of our most celebrated innovations in the digital economy have gotten off the ground by racially exploiting workers of color, paying them less than the marginal revenue product of their labor for their essential contributions. Innovators like Apple and Uber have been able to racially exploit workers of color because …

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 …

Will The Government Rip Up Employment Contracts?, Christopher J. Smiley

The Journal of the Michigan Dental Association

This editorial discusses the Federal Trade Commission's proposed rule to eliminate non-compete agreements, tracing their historical origins to the apprentice system in Europe. The author explores dentists' perspectives on this potential change, considering the need for talent acquisition versus workforce preservation. The editorial highlights the FTC's rationale for banning non-compete contracts and their impact on employee wages and innovation. It also addresses issues of boilerplate contract language and excessive leverage in the dental profession. The proposed rule aims to create consistency across states while allowing non-competes in specific cases. Dentist employers are advised to review and revise their agreements in …

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, …

Regulating Uncertain States: A Risk-Based Policy Agenda For Quantum Technologies, Tina Dekker, Florian Martin-Bariteau

Canadian Journal of Law and Technology

Many countries are taking a national approach to developing quantum strategies with a strong focus on innovation. However, societal, ethical, legal, and policy considerations should not be an afterthought that is pushed aside by the drive for innovation. A responsible, global approach to quantum technologies that considers the legal, ethical, and societal dimensions of quantum technologies is necessary to avoid exacerbating existing global inequalities. Quantum technologies are expected to disrupt other transformative technologies whose legal landscape is still under development (e.g., artificial intelligence [‘‘AI”], blockchain, etc.). The shortcomings of global policies regarding AI and the digital context teach lessons that …

If A Machine Could Talk, We Would Not Understand It: Canadian Innovation And The Copyright Act’S Tpm Interoperability Framework, Anthony D. Rosborough

Canadian Journal of Law and Technology

This analysis examines the legal implications of technological protection measures (‘‘TPMs”) under Canada’s Copyright Act. Through embedded computing systems and proprietary interfaces, TPMs are being used by original equipment manufacturers (‘‘OEMs”) of agricultural equipment to preclude reverse engineering and follow-on innovation. This has anti-competitive effects on Canada’s ‘‘shortline” agricultural equipment industry, which produces add-on or peripheral equipment used with OEM machinery. This requires interoperability between the interfaces, data formats, and physical connectors, which are often the subject of TPM control. Exceptions under the Act have provided little assistance to the shortline industry. The research question posed by this analysis is: …

Regulatory Sandboxes Enable Pragmatic Blockchain Regulation, Joshua Durham

Washington Journal of Law, Technology & Arts

Since blockchain technology supports digitally-native money, the centralized chokepoints that governments have traditionally targeted to regulate commerce no longer apply to our (digital) property. However, competent regulation furthers basic public policy goals and should enable responsible innovation of this promising technology. This Article discusses pragmatic policies that enable responsible innovation by cultivating regulatory expertise required to write enforceable rules. Responsible innovation is necessary because unlike the early internet, where programmers could manipulate simple colors and text on webpages, these same individuals can now create financial services applications that manipulate actual money—we are faced with an inescapable reality that more is …

“This Artwork Is Always On Sale”: The Need For A U.S. Resale Royalty Right For Digital Visual Artists In This Technological Age, And Proof Of Concept Through The Blockchain And Nfts Explosion, Janae Camacho

Washington Journal of Law, Technology & Arts

With the explosion of the internet, social media, non-fungible tokens (“NFTs”), and blockchain technology, there has been a shift in how people consume and commercialize art, thus resulting in the increased use of digital visual mediums to create, purchase, and receive payment for visual artwork. This increase has renewed the question of whether the United States should implement a resale royalty right for visual work artists. This question is of concern, especially in this digital age where it has become more difficult for digital visual artists to receive equitable compensation for their work, like that of their musical and written …

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 …

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.

Innovation Funding And The Valley Of Death, Lital Helman

SMU Law Review

Innovation is a public good. As with other public goods, it is expected to be underproduced if only private incentives are present. Therefore, the law strives to encourage innovation via an array of stimulus mechanisms. The law offers three main mechanisms: intellectual property (IP), cash transfers—mainly prizes and grants—and tax incentives. Vast literature analyzes and compares these innovation stimuli in search of the optimal mix to boost innovation. Yet a key problem is largely overlooked: together, the existing stimuli do not cover the lion’s share of the innovation lifecycle. At the beginning of the innovation process, companies can win grants …

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 …

Corporate Innovation: One Path To More Sustainable Big Business, David Nows

University of Cincinnati Law Review

No abstract provided.

From Patients To Patents: The Disappearing I Of Innovation, Maggi Robert

St. Mary's Law Journal

The creation of the Mayo/Alice two-step test for patent eligible subject matter flipped the patent world upside down. Following its establishment, invalidation rates soared—particularly in the healthcare sector—impacting patients everywhere. The importance of patents in healthcare innovation and innovation generally has been emphasized as the consequences of this framework are realized.

The United States is no longer seen as a clear leader in innovation, and as a result, the economy is at risk. Start-ups and investors have turned to foreign nations where return on their investments in innovation are protected. This level of uncertainty regarding patents has never been seen …

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. …

Establishing Appropriate Best Practices In Intellectual Property Management And Technology Transfer In The United Arab Emirates: Building Human Capital, Global Networks And Institutional Infrastructure To Drive Sustainable Knowledge-Based, Innovation-Driven Development, Stanley P. Kowalski

Indian Journal of Law and Technology

For the United Arab Emirates (UAE), to sustainably build, foster, and sustain accelerated transformation towards globally networked knowledge-based, innovationdriven, economic development in the 21st century, a suite of internationally-standardized best practices (BP) in intellectual property (IP) management and technology transfer (techtransfer) will be necessary. Appropriate BP are not only integral to national and international IP law, practice, and management, but, perhaps more fundamentally, are critical as the UAE seeks to forge strategic partnerships linking the private (e.g., small/ medium enterprises: SMEs), government (e.g., funding sources), and public sectors (e.g., universities and research institutions), towards a dynamic nationally, regionally and globally …

Law And Technology: Two Modes Of Disruption, Three Legal Mindsets, And The Big Picture Of Regulatory Responsibilities, Roger Brownsword

Indian Journal of Law and Technology

This article introduces three ideas that are central to understanding the ways in which law and legal thinking are disrupted by emerging technologies and to maintaining a clear focus on the responsibilities of regulators. The first idea is that of a double disruption that technological innovation brings to the law. While the first disruption tells us that the old rules are no longer fit for purpose and need to be revised and renewed, the second tells us that, even if the rules have been changed, regulators might now be able to dispense with the use of rules (the rules are …

Regulators Nurturing Fintech Innovation: Global Evolution Of The Regulatory Sandbox As Opportunity-Based Regulation, Deirdre Ahern

Indian Journal of Law and Technology

The regulatory sandbox is a real-world alternative to regulatory lag. Its emergence as a novel regulatory development responds to challenges faced by FinTech innovators in navigating an unwieldy regulatory landscape not designed with FinTech in mind. Regulatory sandboxes are in operation in developed countries including Australia, Canada, Denmark, Hong Kong, Singapore, Switzerland, the Netherlands, the United Arab Emirates, the United Kingdom, and the United States. Within the European Union they are seen in Denmark, Hungary, Lithuania, Poland and the Netherlands. The concept has also gained traction with regulators in developing countries such as India, Indonesia, Malaysia, Mauritius and Thailand. Not …

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 …