Law Commons^™

Defining Genetic Information Under Gina, Shane Padilla

Cleveland State Law Review

The Genetic Information Nondiscrimination Act (GINA) was enacted to prevent discrimination based on an employee’s genetic information. Although GINA undoubtedly provides employees protection from unjust genetic discrimination by employers, varying interpretations of what constitutes “genetic information” has raised legal uncertainties in how GINA is applied. Consequently, the genetic information of an employee’s family may be unduly placed at risk as a result of misinterpreting the statutory language and legislative intent of GINA. It is of the utmost importance that the definition of “genetic information” be construed with respect to the Act’s legislative history, which supports a broad interpretation and application …

Reconnecting The Patient: Why Telehealth Policy Solutions Must Consider The Deepening Digital Divide, Laura C. Hoffman

Journal of Law and Health

This Article attempts to untangle the complicated web of providing telehealth to those populations it is potentially capable of further alienating from access to healthcare including: 1) race/minority populations, 2) aging adults, 3) individuals with disabilities, 4) non-English speakers, 5) individuals living in rural areas, 6) socioeconomic class, and 7) children, in order to advance the argument that telehealth can be successful in providing healthcare access to these populations. Rather than suggesting that telehealth simply “cannot work” for these populations, instead this Article considers how telehealth can and must meet the needs of these individuals through technology, access, and policy …

Don't Tread On My Ip Rights: A Law And Economics Analysis Of "March-In Rights" Under The Bayh-Dole Act, Caitlin Grow

Cleveland State Law Review

The Bayh-Dole Act has been imperative to the development of the United States’ dynamic pharma-biotech sector. However, the use of march-in rights under the Bayh- Dole Act has remained controversial. On the one hand, there is the idea of market equilibrium with a need to secure health care for the public. Many believe march-in rights should be used to create this balance by regulating the pricing of drugs that were developed using federally funded research. On the other hand, some advocates recognize that the current relationship between public-sector institutions and business as the developers of basic research, and private-sector biotechnology …

Breaking Down Digital Walls: The Interface Of International Trade Law And Online Content Regulation Through The Lens Of The Chinese Vpn Measure, Neha Mishra

Brooklyn Journal of International Law

The interface of international trade law and online content regulation is problematic and complex. This Article examines the consistency of the regulation pertaining to Virtual Private Network (VPN) services in China with WTO law. It argues that although WTO law may be effective in disciplining protectionist aspects of online content regulations, they can neither scrutinize domestic values underlying such regulations nor guarantee the free flow of online content. Thus, existing rules contained in international trade agreements play a limited role in balancing domestic socio-cultural and political values vis-à-vis online censorship with an open, globally interconnected internet enabling seamless digital flows. …

Reforming Copyright Or Toward Another Science? – A Morehuman Rights-Oriented Approach Under The Rebspa Inconstructing A “Right To Research” For Scholarly Publishing, Klaus D. Beiter

Brooklyn Journal of International Law

This article identifies copyright impediments existing in the sphere of science, and then tentatively suggests how such impediments may be overcome. It focuses on scholarly publishing only, and here primarily on digital content, and specifically asks whether expensive commercial scholarly publishers continue to “add value” to research in the digital era. The deficits of copyright law and potential solutions thereto are assessed in the light of the right of everyone “to enjoy the benefits of scientific progress and its applications” (REBSPA), as laid down in Article 15(1)(b) of the International Covenant on Economic, Social and Cultural Rights (ICESCR) of 1966. …

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

University of Cincinnati Law Review

No abstract provided.

Invasions Of Dicamba Particles: Holding States Accountable For Taking Offsite Property Owners' Right To Exclude, Terence J. Centner

University of Cincinnati Law Review

In 2017, special formulations of dicamba herbicides known as over-the-top products were marketed for post-emergent use on genetically engineered soybeans and cotton. The use of these products was accompanied by considerable herbicide drift and volatilization that harmed millions of acres of nearby crops. In 2018, the EPA added requirements to the products’ labels to preclude offsite injuries. However, for each growing season during 2018-2021, unacceptable offsite injuries were reported in the major soybean and cotton producing states. Because they received reported injuries, state agencies issuing new registrations for dicamba products in 2018 and 2020 knew offsite spray drift and volatilization …

Voice Shoppers: From Information Gaps To Choice Gaps In Consumer Markets, Noga Blickstein Shchory, Michal S. Gal

Brooklyn Law Review

Recent years have seen exponential growth in the use of voice shoppers – artificial intelligence–based algorithms installed on digital voice assistants, such as Alexa and Google Assistant, that buy products based on verbal requests received from consumers. This game-changing switch to semi-automated shopping is shaking up markets by reshaping consumer–supplier relationships, as well as the business models of suppliers and search services. Voice shoppers benefit consumers by offering speedier and more sophisticated transactions while reducing search and transaction costs. At the same time, consumers’ voluntary delegation of their search powers and product selection creates what we call a “choice gap,” …

Regulating The Autonomous Ocean, Annie Brett

Brooklyn Law Review

The rapid rise in aerial drone use and the future deployment of self-driving cars have both spurred extensive legal and social debate. Autonomous vessels on the ocean, on the other hand, have largely escaped detailed scrutiny, even as they are reshaping the landscape of human interactions with the ocean and creating novel challenges for national and international legal regimes. Autonomous vessels are being captured while spying on other countries, raising concerns about national security and surveillance regimes. The Coast Guard is using enforcement loopholes to justify abandoning many of their autonomous vessels at sea, in flagrant violation of national and …

Hacking Copyright: Holding Cops Accountable For Abusing Youtube’S Copyright Filter System, Tyler Bloom

Journal of Law and Policy

This Note both explores the mechanisms and incentive structures that make “copyright hacking” possible and explains the legal system’s failure to provide recourse for victims of successful “copyright hacks” by police officers. Because the DMCA has failed to keep pace with the internet’s exponential growth, OSPs, such as YouTube, have developed filtering systems that can be exploited to “copyright hack” users and ultimately suppress their speech. A victim of “copyright hacking” by a police officer currently has no recourse; the doctrine of qualified immunity functionally precludes them from suing for violating their First Amendment rights. This Note proposes two possible …

Beware What You Google: Fourth Amendment Constitutionality Of Keyword Warrants, Chelsa Camille Edano

Washington Law Review

Many Americans have potentially had their privacy rights invaded through invisible, widespread police searches. In recent years, local and federal governments have compelled Google and other search engine companies to produce the personal information of users who have conducted a search query related to a crime. By using keyword warrants, the government can conduct a dragnet search for suspects, imposing suspicion on users and exposing their personal information. The keyword warrant is a symptom of the erosion of the Fourth Amendment protection against suspicionless searches. Not only is scholarship scarce on keyword warrants, but also instances of these warrants are …

Wrongful Improvers As A Guiding Principle For Application Of The Ftc’S Ip Deletion Requirement, Emma Elder

Washington Law Review

The 2021 Federal Trade Commission (FTC) investigation into cloud storage app developer Everalbum resulted in a consent decree that required Everalbum to delete not only unlawfully collected data, but also algorithms created using that data. The FTC had imposed this kind of penalty only once before. Questions remain about how the FTC will apply this so-called intellectual property (IP) deletion requirement in the future. This Comment argues that situations where companies develop intellectual property from misappropriated consumer data are analogous to cases where courts seek to apply the property law rule of the wrongful improver, i.e., where one party knowingly …

Algorithmic Elections, Sarah M.L. Bender

Michigan Law Review

Artificial intelligence (AI) has entered election administration. Across the country, election officials are beginning to use AI systems to purge voter records, verify mail-in ballots, and draw district lines. Already, these technologies are having a profound effect on voting rights and democratic processes. However, they have received relatively little attention from AI experts, advocates, and policymakers. Scholars have sounded the alarm on a variety of “algorithmic harms” resulting from AI’s use in the criminal justice system, employment, healthcare, and other civil rights domains. Many of these same algorithmic harms manifest in elections and voting but have been underexplored and remain …

Algorithmic Governance From The Bottom Up, Hannah Bloch-Wehba

BYU Law Review

Artificial intelligence and machine learning are both a blessing and a curse for governance. In theory, algorithmic governance makes government more efficient, more accurate, and more fair. But the emergence of automation in governance also rests on public-private collaborations that expand both public and private power, aggravate transparency and accountability gaps, and create significant obstacles for those seeking algorithmic justice. In response, a nascent body of law proposes technocratic policy changes to foster algorithmic accountability, ethics, and transparency.

This Article examines an alternative vision of algorithmic governance, one advanced primarily by social and labor movements instead of technocrats and firms. …

Marshalling Copyright Knowledge To Understand Four Decades Of Berne, Peter K. Yu

IP Theory

In the year 1978, the 1976 Copyright Act had just entered into effect. Marshall Leaffer, whom this article will affectionately refer to by his first name, had just completed his duties as an attorney advisor at the U.S. Copyright Office. On his way to academia, he, like the fictional character Captain William “Buck” Rogers, was to experience cosmic forces beyond all comprehension. In a freak mishap, his car veered off a rarely used mountain road and was frozen by temperatures beyond imagination. He did not return to academia until more than forty years later. What will he discover upon his …

Big Data Affirmative Action, Peter N. Salib

Northwestern University Law Review

As a vast and ever-growing body of social-scientific research shows, discrimination remains pervasive in the United States. In education, work, consumer markets, healthcare, criminal justice, and more, Black people fare worse than whites, women worse than men, and so on. Moreover, the evidence now convincingly demonstrates that this inequality is driven by discrimination. Yet solutions are scarce. The best empirical studies find that popular interventions—like diversity seminars and antibias trainings—have little or no effect. And more muscular solutions—like hiring quotas or school busing—are now regularly struck down as illegal. Indeed, in the last thirty years, the Supreme Court has invalidated …

W. Org. Res. Councils, Et Al. V. U.S. Bureau Of Land Mgmt., Sawyer J. Connelly, Sawyer J. Connelly

Public Land & Resources Law Review

The United States District Court for the District of Montana granted Plaintiffs summary judgment against BLM and the State of Wyoming. The court ruled that BLM violated NEPA and the APA because it failed to consider alternative leasing programs and the broad downstream impacts of coal, oil, and gas leasing in two Powder River Basin resource management plans. This decision followed WORC I & II, in which the court remanded the same plans to BLM to correct deficiencies. Following BLM’s revisions, Plaintiffs again sued in this case, arguing the revisions were still deficient under NEPA.

Beyond Window Dressing: Public Participation For Marginalized Communities In The Datafied Society, Michele Estrin Gilman

Fordham Law Review

We live in a datafied society in which our personal data is being constantly harvested, analyzed, and sold by public and private entities, and yet we have little control over our data and little voice in how it is used. In light of the impacts of algorithmic decision-making systems—including those that run on machine learning and artificial intelligence—there are increasing calls to integrate public participation into the adoption, design, and oversight of these tech tools. Stakeholder input is particularly crucial for members of marginalized groups, who bear the disproportionate harms of data-centric technologies. Yet, recent calls for public participation have …

Deepfake Fight: Ai-Powered Disinformation And Perfidy Under The Geneva Conventions, David Nicholas Allen

Notre Dame Journal on Emerging Technologies

Deception and disinformation are as much a part of the battlefield as bullets and bombs. However, just like with bullets and bombs, if the law does not properly regulate a capability’s use the capability could degrade faith in the law. In this respect, this paper examines deepfake technology, a modern artificial intelligence-based capability that can generate superficially-perfect yet wholly invented media content. The paper looks ahead to its potential future applications in armed conflict, processes the ways in which current law contemplates such deception, and distills recommendations for improving governance where needed.

In Defense Of (Virtuous) Autonomous Weapons, Don Howard

Notre Dame Journal on Emerging Technologies

I will argue, we can construct effective means for norming the use of autonomous weapons short of a total ban by building upon the foundation of existing requirements stipulated in Article 36 of Protocol I to the Geneva Conventions that all new weapons technologies be reviewed for compliance with the International Law of Armed Conflict (ILOAC) and International Humanitarian Law (IHL). I begin with a critical review of several of the most commonly encountered arguments in favor of a ban. That is followed by a discussion of the moral opportunities afforded by enhanced autonomy. I conclude with a concrete policy …

Ethical Ai In American Policing, Elizabeth E. Joh

Notre Dame Journal on Emerging Technologies

We know there are problems in the use of artificial intelligence in policing, but we don’t quite know what to do about them. One can also find many reports and white papers today offering principles for the responsible use of AI systems by the government, civil society organizations, and the private sector. Yet, largely missing from the current debate in the United States is a shared framework for thinking about the ethical and responsible use of AI that is specific to policing. There are many AI policy guidance documents now, but their value to the police is limited. Simply repeating …

Note: Structured Psychometrics In Biglaw Talent Acquisition: Ai-Driven Quantitative Fit, Joseph J. Kim

Notre Dame Journal on Emerging Technologies

This Note combines a number of perspectives and disciplines to proffer a unique suggestion toward recognizing better talent and acquiring a new intraindustry competitive edge.

Note: Regulating Artificial Intelligence: A Call For A United States Artificial Intelligence Agency, Noah John Kahekili Rosenberg

Notre Dame Journal on Emerging Technologies

this Note draws upon two examples of emerging AI technologies that demonstrate the need for federal regulation: autonomous vehicles (i.e., self-driving cars) and algorithm-based hiring software. Part I illustrates the public safety concerns associated with AI technologies by outlining the inadequacy of existing laws and regulations on autonomous vehicles. Part II addresses the shortcomings of current regulations on algorithm-based hiring software and the issue of discrimination and inherent bias in AI. Part III recommends the creation of a new federal agency to guide AI regulation and enforcement.

The Digital First Sale Doctrine In A Blockchain World: Nfts And The Temporary Reproduction Exception, Chelsea Lim

Fordham Law Review

In 2021, non-fungible tokens (NFTs) exploded in popularity. Representing over sixty million dollars in sales, NFTs are currently being bought and sold in almost every industry, in the form of exclusive videos in the sports industry and digital paintings in the art industry. NFTs are digital certificates that use blockchain technology to verify authenticity and proof of ownership. Through NFTs’ non-fungible and immutable characteristics, owners are able to create scarcity for and authenticity in digital copies of their works, replicating the tangible experience of owning a physical, limited-edition item. NFTs have also been able to promote a unique secondary marketplace, …

The Centrality Of Data And Compute For Ai Innovation: A Blueprint For The National Research Cloud, Daniel E. Ho, Jennifer King, Russell C. Wald, Christopher Wan

Notre Dame Journal on Emerging Technologies

From the introduction: Artificial intelligence (AI) appears poised to transform the economy across sectors ranging from healthcare and finance to retail and education. What some have coined the “Fourth Industrial Revolution” is driven by three key trends: greater availability of data, increases in computing power, and improvements to algorithm design. First, increasingly large amounts of data have fueled the ability for computers to learn, such as by training an algorithmic language model on all of Wikipedia. Second, better computational capacity (often termed “compute”) and compute capability have enabled researchers to build models that were unimaginable merely ten years ago, spanning …

High Time For Change: The Legalization Of Marijuana And Its Impact On Warrantless Roadside Motor Vehicle Searches, Molly E. O'Connell

Washington and Lee Law Review Online

The proliferation of marijuana legalization has changed the relationship between driving and marijuana use. While impaired driving remains illegal, marijuana use that does not result in impairment is not a bar to operating a motor vehicle. Scientists have yet to find a reliable way for law enforcement officers to make this distinction. In the marijuana impairment context, there is not a scientifically proven equivalent to the Blood Alcohol Content standard nor are there reliable roadside assessments. This scientific and technological void has problematic consequences for marijuana users that get behind the wheel and find themselves suspected of impaired driving. Without …

Machine Learning-Based Medical Devices: The Fda’S Regulation, Requirements, And Restrictions, Charli Beam

Journal of Law and Health

The FDA should create functional regulations for the growing number of machine learning medical devices. The healthcare system is increasingly using these devices for diagnosis. Machine learning devices trained on biased data sets are susceptible to furthering certain types of bias and generating flawed outcomes. The FDA should require ML medical devices to include a label that describes the demographics of the tested population. If manufacturers fail to include this information, the FDA could determine the label false or misleading under §502 of the FD&C Act and stop sales of the device. After approval, the FDA should use §814.89(2) and …

Transcript: Presentation On Artificial Intelligence And Discrimination In Healthcare, Sharona Hoffman

Journal of Law and Health

The following is a transcription from The Digital Health and Technology Symposium presented at Cleveland-Marshall College of Law by The Journal of Law & Health on Friday, April 8, 2022. This transcript has been lightly edited for clarity.

Transcript: Presentation On Individual Autonomy In Ai Healthcare, Charlotte Tschider

Journal of Law and Health

The following is a transcription from The Digital Health and Technology Symposium presented at Cleveland-Marshall College of Law by The Journal of Law & Health on Friday, April 8, 2022. This transcript has been lightly edited for clarity.

Transcript: Presentation On Data Privacy Questions In The Digital Health World, Sara Gerke

Journal of Law and Health

The following is a transcription from The Digital Health and Technology Symposium presented at Cleveland-Marshall College of Law by The Journal of Law & Health on Friday, April 8, 2022. This transcript has been lightly edited for clarity.