Science and Technology 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.

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.

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: …

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 …

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

University of Cincinnati Law Review

No abstract provided.

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

Life of the Law School (1993- )

No abstract provided.

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 …

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. …

Enabling Science Fiction, Camilla A. Hrdy, Daniel H. Brean

Michigan Technology Law Review

Patent law promotes innovation by giving inventors 20-year-long exclusive rights to their inventions. To be patented, however, an invention must be “enabled,” meaning the inventor must describe it in enough detail to teach others how to make and use the invention at the time the patent is filed. When inventions are not enabled, like a perpetual motion machine or a time travel device, they are derided as “mere science fiction”—products of the human mind, or the daydreams of armchair scientists, that are not suitable for the patent system.

This Article argues that, in fact, the literary genre of science fiction …

From Automation To Autonomy: Legal And Ethical Responsibility Gaps In Artificial Intelligence Innovation, David Nersessian, Ruben Mancha

Michigan Technology Law Review

The increasing prominence of artificial intelligence (AI) systems in daily life and the evolving capacity of these systems to process data and act without human input raise important legal and ethical concerns. This article identifies three primary AI actors in the value chain (innovators, providers, and users) and three primary types of AI (automation, augmentation, and autonomy). It then considers responsibility in AI innovation from two perspectives: (i) strict liability claims arising out of the development, commercialization, and use of products with built-in AI capabilities (designated herein as “AI artifacts”); and (ii) an original research study on the ethical practices …

Race Cartels: How Constructor Collaboration Is Curbing Innovation In Formula 1, Chandler C. Gerard-Reimer

Vanderbilt Journal of Entertainment & Technology Law

Formula 1 is in the midst of a copycat scandal: technology has made it possible for teams to reverse engineer clones of competitors’ race cars. This is a less than ideal state of affairs for the championship series, which prides itself on being the pinnacle of motorsport and automotive innovation, thanks in large part to the cars’ rapid rate of technological advancement. In order to address this problem, the Fédération Internationale de l’Automobile (FIA), Formula 1’s governing body, must increase independent innovation efforts by amending the technical regulations to restrict the extent of presently allowed inter-team collaboration. Worried that the …

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 …

Clearing Opacity Through Machine Learning, W. Nicholson Price Ii, Arti K. Rai

Articles

Artificial intelligence and machine learning represent powerful tools in many fields, ranging from criminal justice to human biology to climate change. Part of the power of these tools arises from their ability to make predictions and glean useful information about complex real-world systems without the need to understand the workings of those systems.

Unplanned Obsolescence: Interpreting The Automatic Telephone Dialing System After The Smartphone Epoch, Walter Allison

Michigan Law Review

Technology regulations succeed or fail based upon their ability to regulate an idea. Constant innovation forces legislators to draft statutes aimed at prohibiting the idea of a device, rather than a specific device itself, because new devices with new capacities emerge every day. The Telephone Consumer Protection Act (TCPA) is a federal statute that imposes liability based on the idea of an automatic telephone dialing system (ATDS). But the statute’s definition of the device is ambiguous. The FCC struggles to coherently apply the definition to new technologies, and courts interpret the definition inconsistently. Federal circuit courts have split over these …

Innovation In A Legal Vacuum: The Uncertain Legal Landscape For Shared Micro-Mobility, David Pimentel, Michael B. Lowry, Timothy W. Koglin, Ronald W. Pimentel

Journal of Law and Mobility

The last few years have seen an explosion in the number and size shared micro-mobility systems (“SMMS”) across the United States. Some of these systems have seen extraordinary success and the potential benefit of these systems to communities is considerable. However, SMMS have repeatedly ran into legal barriers that either prevent their implementation entirely, confuse and dissuade potential users, or otherwise limit SMMS’s potential positive impact.

This paper reflects a detailed study of state laws relating to SMMS and the platforms commonly used in these systems. The study uncovered many inconsistencies with micro-mobility laws across the country. Currently, many states …

Gene Patents, Drug Prices, And Scientific Research: Unexpected Effects Of Recently Proposed Patent Eligibility Legislation, Charles Duan

Articles in Law Reviews & Other Academic Journals

Recently, Congress has considered legislation to amend§ 101, a section of the Patent Act that the Supreme Court has held to prohibit patenting of laws of nature, natural phenomena, and abstract ideas. This draft legislation would expand the realm of patent-eligible subject matter, overturning the Court's precedents along the way. The draft legislation, and movement to change this doctrine of patent law, made substantial headway with a subcommittee of the Senate holding numerous roundtables and hearings on the subject.

This article considers some less-discussed consequences of that draft legislative proposal. The legislation likely opens the door to patenting of subject …

Modern Privacy Advocacy: An Approach At War With Privacy Itself?, Justin "Gus" Hurwitz, Jamil N. Jaffer

Pepperdine Law Review

This Article argues that the modern concept of privacy itself, particularly as framed by some of its most ardent advocates today, is fundamentally incoherent. The Article highlights that many common arguments made in support of privacy, while initially seeming to protect this critical value, nonetheless undermine it in the long run. Using both recent and older examples of applying classic privacy advocacy positions to key technological innovations, the authors demonstrate how these positions, while seemingly privacy-enhancing at the time, actually resulted in outcomes that were less beneficial for consumers and citizens, including from a purely privacy-focused perspective. As a result, …

The Replicability Crisis In Patent Law, Janet Freilich

Indiana Law Journal

There is a “replicability crisis” in the scientific literature. Scientists attempting to redo experiments in reputable, peer-reviewed journals have found that staggering numbers of these experiments—up to 90%—do not work. Patents, like scientific articles, contain experiments. These experiments often form the backbone of the patent and provide crucial support for patentability. Patent examiners use these experiments to evaluate whether the invention works, and thus whether the patent should be granted. The replicability crisis in the scientific literature is therefore of utmost importance to the patent system. Transferring the insights of the replicability crisis to patents begs the question of whether …

The International Intellectual Property Commercialization Council’S 3rd Annual U.S. Conference: The State Of Innovation In The Union, Jeffery P. Langer, Neel Sukhatme, Paul R. Zielinski, G. Nagesh Rao, Pj Bellomo, Matthew Byers, Meghan Gaffney Buck, Everardo Ruiz, Andrei Iancu, Patrick Kilbride, Carl J. Schramm, Colman Ragan, Ami Patel Shah, Randall R. Rader

Catholic University Journal of Law and Technology

The International Intellectual Property Commercialization Council (“IIPCC”) presented its third annual policy conference at the United States Capitol on May 6, 2019. The conference’s theme explored the question of “what is the state of innovation in the United States?” Panelists included The Honorable Andrei Iancu – Under Secretary of Commerce for Intellectual Property and Director of the United States Patent and Trademark Office; Dr. Carl J. Schramm – University Professor, Syracuse University and Former President of the Ewing Marion Kauffman Foundation; Mr. Patrick Kilbride – Senior Vice President of the Global Innovation Policy Center (“GIPC”) at the U.S. Chamber of …

Humans Vs. Robots: Rethinking Tax Policy For A More Sustainable Future, Kathryn Kisska-Schulze, Karie Davis-Nozemack

Maryland Law Review

No abstract provided.

National Cybersecurity Innovation, Tabrez Y. Ebrahim

Faculty Scholarship

National cybersecurity plays a crucial role in protecting our critical infrastructure, such as telecommunication networks, the electricity grid, and even financial transactions. Most discussions about promoting national cybersecurity focus on governance structures, international relations, and political science. In contrast, this Article proposes a different agenda and one that promotes the use of innovation mechanisms for technological advancement. By promoting inducements for technological developments, such innovation mechanisms encourage the advancement of national cybersecurity solutions. In exploring possible solutions, this Article asks whether the government or markets can provide national cybersecurity innovation. This inquiry is a fragment of a much larger literature …

From The Myth Of Babel To Google Translate: Confronting Malicious Use Of Artificial Intelligence—Copyright And Algorithmic Biases In Online Translation Systems, Shlomit Yanisky-Ravid, Cynthia Martens

Seattle University Law Review

Many of us rely on Google Translate and other Artificial Intelligence and Machine Learning (AI) online translation daily for personal or commercial use. These AI systems have become ubiquitous and are poised to revolutionize human communication across the globe. Promising increased fluency across cultures by breaking down linguistic barriers and promoting cross-cultural relationships in a way that many civilizations have historically sought and struggled to achieve, AI translation affords users the means to turn any text—from phrases to books—into cognizable expression. This Article discusses the burgeoning possibilities in the 3A Era (Advanced, Autonomous, AI systems) of AI online translation as …

Redefining Leadership In The Age Of The Sdgs: Accelerating And Scaling Up Delivery Through Innovation And Inclusion, Phumzile Mlambo-Ngcuka, Rangita De Silva De Alwis

All Faculty Scholarship

In 2015 the United Nations adopted seventeen Sustainable Development Goals (SDGs) to promote prosperity while protecting the environment. Our research examines how the SDGs, considered the grandest vision for sustainable development for the world, can be accelerated by ambitious leaders in the field of innovation. Through careful selection based on the type of industry, scale, impact, and diversity, we study a cohort of bold leaders who are shaping a brave new world. In turn, the urgent charge of the SDGs provides a platform and an innovation lab to incubate new ideas for inclusion and technologies.

Artificial Intelligence In The Medical System: Four Roles For Potential Transformation, Will Nicholson Price Ii

Articles

Artificial intelligence (AI) looks to transform the practice of medicine. As academics and policymakers alike turn to legal questions, a threshold issue involves what role AI will play in the larger medical system. This Article argues that AI can play at least four distinct roles in the medical system, each potentially transformative: pushing the frontiers of medical knowledge to increase the limits of medical performance, democratizing medical expertise by making specialist skills more available to non-specialists, automating drudgery within the medical system, and allocating scarce medical resources. Each role raises its own challenges, and an understanding of the four roles …

Grants, Nicholson Price Ii

Articles

Innovation is a primary source of economic growth and is accordingly the target of substantial academic and government attention. Grants are a key tool in the government’s arsenal to promote innovation, but legal academic studies of that arsenal have given them short shrift. Although patents, prizes, and regulator-enforced exclusivity are each the subject of substantial literature, grants are typically addressed briefly, if at all. According to the conventional story, grants may be the only feasible tool to drive basic research, as opposed to applied research, but they are a blunt tool for that task. Three critiques of grants underlie this …

Taxing The Robots, Orly Mazur

Pepperdine Law Review

Robots and other artificial intelligence-based technologies are increasingly outperforming humans in jobs previously thought safe from automation. This has led to growing concerns about the future of jobs, wages, economic equality, and government revenues. To address these issues, there have been multiple calls around the world to tax the robots. Although the concerns that have led to the recent robot tax proposals may be valid, this Article cautions against the use of a robot tax. It argues that a tax that singles out robots is the wrong tool to address these critical issues and warns of the unintended consequences of …

Patents For Sharing, Toshiko Takenaka

Michigan Technology Law Review

Spurred by the Internet, emerging technologies have changed the way commercial firms innovate and have made it possible for individuals to play an important role in that innovation. Producers in the Information Communication Technologies (ICT), and other sectors dealing with complex technologies with many separately patentable components, find it increasingly difficult to make products without infringing on patents held by others. Numerous overlapping patents often cover such products. Producers have developed a new way to use patents: as inclusive rights for sharing their technologies with others through cross-licensing and other private ordering arrangements in order to ensure the freedom to …

Attacking Innovation, Jeffrey A. Maine

Faculty Publications

Economists generally agree that innovation is important to economic growth and that government support for innovation is necessary. Historically, the U.S. government has supported innovation in a variety of ways: (1) a strong legal system for patents; (2) direct support through research performed by government agencies, grants, loans, and loan guarantees; and (3) indirect support through various tax incentives for private firms. In recent years, however, we have seen a weakening of the U.S. patent system, a decline in direct funding of research, and a weakening of tax policy tools used to encourage new innovation. These disruptive changes threaten the …

In The Shadow Of The Law: The Role Of Custom In Intellectual Property, Jennifer E. Rothman

All Faculty Scholarship

Custom, including industry practices and social norms, has a tremendous influence on intellectual property (“IP”) law, from affecting what happens outside of the courts in the trenches of the creative, technology, and science-based industries, to influencing how courts analyze infringement and defenses in IP cases. For decades, many scholars overlooked or dismissed the impact of custom on IP law in large part because of a belief that the dominant statutory frameworks that govern IP left little room for custom to play a role. In the last ten years, however, the landscape has shifted and more attention has been given to …