Science and Technology Law Commons^™

The Last Human Question: Generative Ai's Existential Threat To Consensus And Law, Joshua Fairfield

Scholarly Articles

The true risk of artificial intelligence (“AI”) is not that the toasters will rise up. It is that AI will be competent to perform human tasks and indifferent to human welfare. The risk is that we will be outcompeted by generative automated processes that create output similar to ours (although never the same, as this Article explains), but which need none of the outputs of the economy for food, shelter, or human flourishing. Further, a more precise and existential description of the threat is that generative AI will disrupt and crowd out humanity’s evolutionary superpower, our ability to generate agreement …

Global Supply Chain Resilience In Emerging Technologies: A Case Study Of Bitcoin Mining, Kishanthi Parella, Carla L. Reyes

Scholarly Articles

The United States has put into motion bold plans in critical and emerging technologies to bolster its national and economic security.  For example, the federal government created a national bitcoin strategic reserve and a stockpile of other cryptocurrency; while several states have committed to or are considering similar goals.  However, the security of these reserves is dependent on two types of supply chains within the Bitcoin mining industry: analogue supply chains, relating to the physical components needed for Bitcoin mining, and data supply chains, relating to the complex and layered logistical network of actors that create input into …

Immortal Justice: Why The Henrietta Lacks Family Merits Restitution Today, Suzette Malveaux

Scholarly Articles

Almost three quarters of a century have passed since Henrietta Lacks had her cells biopsied from her cervix without her knowledge or consent. Upon discovering that Henrietta’s cells were immortal, scientists have been able to solve the most vexing medical problems of modern times and save countless lives worldwide. Aware of the cells’ scandalous origins, big pharma has nonetheless commercialized and wildly profited from the HeLa cell line without sharing the benefit with Henrietta’s family, who has been left traumatized and destitute by the initial theft.

Despite the passage of time, Henrietta’s family is seeking restitution today from pharmaceutical companies …

Clean Data: Recursion As Pollution In Environmental Ai, Joshua Fairfield

Scholarly Articles

If “data is the new oil,” then corruption in the data used to train artificial intelligence (AI) constitutes a new form of pollution. Environmental AI has traditionally been discussed in terms of its indirect effects on the environment—the irony of burning power, processor cycles, and heat to produce solutions to stop and heal environmental damage. But there is a deeper problem. When environmental AI suggests interventions, its outputs are written onto the landscape. If that landscape is then read as data to retrain AI, there is a risk of model collapse and catastrophic forgetting, as the snake devours its own …

Foreword: 2024 Ira C. Rothgerber Jr. Conference: Artificial Intelligence And The Constitution, Suzette Malveaux

Scholarly Articles

For the first time, the Byron R. White Center for the Study of American Constitutional Law and the Silicon Flatirons Center for Law, Technology, and Entrepreneurship came together to hold a joint conference on Artificial Intelligence (AI) and the Constitution. We decided to merge our annual conferences to explore one of the most important and consequential intersections of our time: AI and the Constitution—topics we study and deeply care about. During this time of rapid and profound technological transformation, it is even more imperative that we come out of our academic silos and work together.

The partnership was destined. The …

Home—The Final Frontier: Why Privacy Means Protecting Workers' Rights To Time And Space, Joshua Fairfield, Amanda Reilly

Scholarly Articles

This article critiques the failure of current privacy frameworks to protect workers—especially teleworkers—from the growing encroachment of employer surveillance into their homes. It argues that prevailing privacy regimes, including notice-and-choice models and the GDPR, inadequately address the systemic power asymmetries in the employment relationship, often enabling rather than restricting invasive monitoring. Drawing from labor law traditions, the authors propose a rights-centered framework that views time and space as essential for human dignity and autonomy. They call for a non-negotiable floor of protections, including surveillance-free periods, bans on data commodification, and the establishment of an enforcement inspectorate. By reframing privacy not …

Crypto-Counterfeiting, Joshua Fairfield

Scholarly Articles

The current crypto winter has given rise to a range of legal challenges. One of the most important sets of legal challenges goes to the heart of cryptocurrency. Cryptocurrency was intended to be non-duplicatable at will, that is, not to be counterfeitable. Blockchain technology is supposed to prevent token counterfeiting through a combination of game theory and cryptography that prevents normal users from simply ordering the system to generate more tokens for their benefit.

The difficulty is that blockchain software is still software. People in charge can order and program the software to generate many more tokens for those individuals’ …

Making Virtual Things, Joshua A.T. Fairfield

Scholarly Articles

People value virtual things—such as NFTs—because such assets trigger and satisfy deep-seated narratives of property and ownership. The cause of the recent series of failures to regulate virtual assets, and the resulting crashes, has been a failure to take seriously the ways people perceive and use the assets. Current legal frameworks fail to support buyers’ and users’ expectations of ownership in virtual things they purchase.

Making virtual things is a matter of social construction of value. Virtual things, like real-world things, have value because a community values them for a purpose. It therefore makes no sense to discount how and …

Governing The Interface Between Natural And Formal Language In Smart Contracts, Joshua A.T. Fairfield, Niloufer Selvadurai

Scholarly Articles

Much of the confusion about the proper regulation of smart contracts stems from the fact that both code and law are expressed in language. Natural (human) and formal (computer) languages are profoundly different, however. Natural language in the form of a true legal contract expresses human meaning and expectation. Code simply acts, and when code acts contrary to the understanding of the parties to a contract, courts must have a theoretical and legal basis in order to intervene--which this Article provides.

Present scholarship on the governance of smart contracts centers on logistical problems relating to the effects of automation on …

Tokenized: The Law Of Non-Fungible Tokens And Unique Digital Property, Joshua A.T. Fairfield

Scholarly Articles

Markets for unique digital property--digital equivalents of rare artworks, collectible trading cards, and other assets that gain value from scarcity--have exploded in the past few years. At root is the next iteration of blockchain technology, unique digital assets called non-fungible tokens. Unlike bitcoin, where one coin is the same as another, NFTs are unique, each with different attributes. An NFT that represented ownership of Boardwalk would be quite different from one that represented Baltic Avenue.

NFTs have grown from a few early breakout successes to a rapidly developing market for unique digital treasures. The attraction to buyers is that, unlike …

Property As The Law Of Virtual Things, Joshua A.T. Fairfield

Scholarly Articles

Property law in the twentieth century moved from the law of things to the law of rights in things. This was a process of fragmentation: Under Hohfeldian property, we conceive of property as a bundle of sticks, and those sticks can be moved to different holders; the right to possess can be separated from the record ownership right, for example. The downside of Hohfeld's model is that physical objects—things—become informationally complicated. Thing-ness constrains the extravagances of Hohfeldian property: although we can split off the right to possess from the right to exclude, use, destroy, copy, manage, repair, and so on, …

Limiting The Boundaries Of Assisted Reproductive Technology And Physiological Autonomy, George P. Smith Ii

Scholarly Articles

This essay examines, critically, the wide successes of assisted reproductive technology (ART). With these successes have come concerns regarding its potential advancement of the boundaries of fecundity and of new levels of physiological freedom. One particular advancement involves efforts to utilize a phenomenon of nature termed parthenogenesis, or asexual reproduction. The potential for adapting this occurrence as a form of assisted reproduction is of particular interest for members of the LGBTQ community, holding great promise for embryo research and regenerative medicine. Parthenogenetic embryos could be derived from unfertilized human eggs and, thus, blunt--if not resolve--ethical concerns over experimentation on human …

Griswold For Google: Algorithmic Determinism And Decisional Privacy, Joshua Fairfield, Nathaniel Reynolds

Scholarly Articles

As surveillance capitalism continues to collect data and automate decisions, those on the receiving end of such actions are often rendered speechless. We are less left in awe of the great force of these technologies than we lack the language that could properly define and defend against their onslaught. Often, we feel powerless as our data is extracted then aimed at us to manipulate our own choices, and yet the conversation around these practices seems stultified. Algorithms have shifted the technological landscape by co-opting human decision-making and in the process co-opted the very tool that we use to respond to …

#Audited: Social Media And Tax Enforcement, Michelle Lyon Drumbl

Scholarly Articles

With limited resources and a diminished budget, it is not surprising that the Internal Revenue Service would seek new tools to maximize its enforcement efficiency. Automation and technology provide new opportunities for the IRS, and in turn, present new concerns for taxpayers. In December 2018, the IRS signaled its interest in a tool to access publicly available social media profiles of individuals in order to “expedite IRS case resolution for existing compliance cases.” This has important implications for taxpayer privacy.

Moreover, the use of social media in tax enforcement may pose a particular harm to an especially vulnerable population: low-income …

Federalism In The Algorithmic Age, Chad Squitieri

Scholarly Articles

The robots will not be pleased with Frank Pasquale. In New Laws of Robotics, the Brooklyn Law professor outlines two possible futures that can emerge from a growing conflict between human and robotic thought. The first is a future of robotic dominance. In that future, decisions traditionally made by human professionals (e.g., who goes to jail, what medicines are prescribed, and what news gets published) are decided by robots powered by artificially intelligent algorithms. The second future offers robots a less-favored role in the ordering of human affairs. Pasquale earns the displeasure of our would-be robotic overlords by outlining the …

Hardware, Heartware, Or Nightmare: Smart-City Technology And The Concomitant Erosion Of Privacy, Leila Lawlor

Scholarly Articles

Smart-city technology is being adopted in cities all around the world to simplify our lives, save us time, ease traffic, improve education, reduce energy usage, and keep us healthy and safe. Its adoption is necessary because of changes that are predicted for urban dwellers over the next three decades; urban population and travel are predicted to increase dramatically and our population is graying, meaning the population will include a much greater number of elderly citizens. As these changes occur, smart-city technology can have a huge impact on public safety, improving the ability of law enforcement to investigate crimes, both with …

The Human Element: The Under-Theorized And Underutilized Component Vital To Fostering Blockchain Development, Joshua A.T. Fairfield

Scholarly Articles

This Article constitutes a lightly edited transcription of Joshua Fairfield's oral remarks at the April 6, 2018 Cleveland State Law Review Symposium on Blockchain Law and Technology.

The author posits that there is a tendency to think that technology will emerge triumphant in resolving physical problems, including banking and transactional recording; that there is sort of a "tech-bro utopianism," epitomized by Mark Zuckerberg, suggesting that what we need is a technological, not a human, solution. He states that one major problem is that social technologists, psychologists, historians, linguists, and cultural anthropologists are not on the development teams that are building …

The Immediacy Of Genome Editing And Mitochondrial Replacement, Raymond C. O'Brien

Scholarly Articles

After human DNA was first defined in 1953, the parallel science of assisted reproductive technology achieved a successful human birth through in vitro fertilization in 1978. Science then went on to facilitate gestational surrogacy, banking human reproductive materials, such as embryos, and greater opportunities for couples and individuals to become parents. Fertility clinics were established throughout the world to help persons and couples achieve parenthood, contributing to a steady increase in babies born through assisted reproductive means. Gradually, both federal and state laws in the United States were enacted to collect data from the fertility clinics, mandate insurance coverage of …

Cybersurveillance Intrusions And An Evolving Katz Privacy Test, Margaret Hu

Scholarly Articles

To contextualize why a new approach to the Fourth Amendment is essential, this Article describes two emerging cybersurveillance tools. The first Cybersurveillance tool, Geofeedia, has been deployed by state and local law enforcement. Geofeedia uses a process known as "geofencing" to draw a virtual barrier around a particular geographic region, and then identifies and tracks public social media posts within that region for predictive policing purposes. The second tool, Future Attribute Screening Technology (FAST), is under development by the United States Department of Homeland Security (DHS). FAST is another predictive policing tool that analyzes physiological and behavioral signals with the …

The Indecency And Injustice Of Section 230 Of The Communications Decency Act, Mary Graw Leary

Scholarly Articles

Section 230 of the Communications Decency Act is a 1996 law wholly inadequate to address 21^st Century problems. The most egregious example of this is online sex trafficking, which was allowed not only to exist, but also to thrive due, in large part, to §230. This Article examines the development of the jurisprudence regarding online advertising of sex-trafficking victims and juxtaposes the forces that created § 230 with those preventing its timely amendment. This Article argues that, although § 230 was never intended to create a regime of absolute immunity for defendant websites, a perverse interpretation of the non-sex …

Touch Dna And Chemical Analysis Of Skin Trace Evidence: Protecting Privacy While Advancing Investigations, Mary Graw Leary

Scholarly Articles

Forensic science transforms criminal investigations by resolving previously unsolvable cases and bringing an increased sense of justice to communities. This application of scientific disciplines to legal questions aids investigators in solving crimes. While many sciences can be utilized—such as physics (pattern evidence), chemistry (toxicology), or biology (cause of death), to name a few—two aspects of scientific advancement have played an outsized role in responding to crime. Trace evidence analysis—specifically, deoxyribonucleic acid (DNA) analysis—is an essential component to an effective and accurate criminal justice system. DNA evidence has emerged as a powerful tool to identify perpetrators of unspeakable crimes and to …

Crimmigration-Counterterrorism, Margaret Hu

Scholarly Articles

The discriminatory effects that may stem from biometric ID cybersurveillance and other algorithmically driven screening technologies can be better understood through the analytical prism of “crimmigration-counterterrorism”: the conflation of crime, immigration, and counterterrorism policy. The historical genesis for this phenomenon can be traced back to multiple migration law developments, including the Chinese Exclusion Act of 1882. To implement stricter immigration controls at the border and interior, both the federal and state governments developed immigration enforcement schemes that depended upon both biometric identification documents and immigration screening protocols. This Article uses contemporary attempts to implement an expanded regime of “extreme vetting” …

Biometric Cyberintelligence And The Posse Comitatus Act, Margaret Hu

Scholarly Articles

This Article addresses the rapid growth of what the military and the intelligence community refer to as “biometric-enabled intelligence.” This newly emerging intelligence tool is reliant upon biometric databases—for example, digitalized storage of scanned fingerprints and irises, digital photographs for facial recognition technology, and DNA. This Article introduces the term “biometric cyberintelligence” to more accurately describe the manner in which this new tool is dependent upon cybersurveillance and big data’s massintegrative systems.

This Article argues that the Posse Comitatus Act of 1878, designed to limit the deployment of federal military resources in the service of domestic policies, will be difficult …

From The National Surveillance State To The Cybersurveillance State, Margaret Hu

Scholarly Articles

This article anchors the phenomenon of bureaucratized cybersurveillance around the concept of the National Surveillance State, a theory attributed to Professor Jack Balkin of Yale Law School and Professor Sanford Levinson of the University of Texas School of Law. Pursuant to the theory of the National Surveillance State, because of the routinized and administrative nature of government-led surveillance, normalized mass surveillance is viewed as justified under crime and counterterrorism policy rationales. This article contends that the Cybersurveillance State is the successor to the National Surveillance State. The Cybersurveillance State harnesses technologies that fuse biometric and biographic data for risk assessment, …

Data Privacy And Inmate Recidivism, Chad Squitieri

Scholarly Articles

Private companies are awarded contracts to provide Internet technologies within jails and prisons. These correctional contractors often argue that their services can reduce recidivism rates by, for example, providing inmates with access to video messaging services where inmates can communicate with loved ones who are otherwise unable to travel to communicate in person. A close examination of the privacy policies offered by correctional contractors, however, reveals how efforts to reduce recidivism rates are undermined.

As this Essay will explain, correctional contractors collect sensitive data about inmates and the loved ones with whom they communicate. If this data is stolen or …

Who's The Vandal? The Recent Controversy Over The Destruction Of 5pointz And How Much Protection Does Moral Rights Law Give To Authorized Aerosol Art?, Susanna Frederick Fischer

Scholarly Articles

This paper considers the extent to which federal moral rights law protects authorized graffiti and aerosol art against destruction, in the context of the controversy over the destruction of 5Pointz. 5Pointz, a sprawling complex of warehouse buildings in Queens, was a Mecca for aerosol art. The buildings’ owners ordered the demolition of 5Pointz after the November 2013 order by New York federal district judge Frederic Block denying the artists a preliminary injunction to stop destruction under the federal moral rights statute, the Visual Artists Rights Act (VARA). This paper argues that Judge Block erred in finding that the transient nature …

Confronting Big Data: Applying The Confrontation Clause To Government Big Data Collection, Chad Squitieri

Scholarly Articles

When government investigators request data from companies such as Google, they obtain data on targeted individuals with a guarantee that the data has been collected, stored, and analyzed properly. These guarantees constitute a testimonial statement under the Confrontation Clause. Similar to lab analysts who submit test results of cocaine samples or blood alcohol levels, this Note argues that analysts involved with the collection, storage, and analysis of big data must be available for confrontation under the Sixth Amendment.

Digital Innocence, Joshua A.T. Fairfield, Erik Luna

Scholarly Articles

Recent revelations have shown that almost all online activity and increasing amounts of offline activity are tracked using Big Data and data mining technologies. The ensuing debate has largely failed to consider an important consequence of mass surveillance: the obligation to provide access to information that might exonerate a criminal defendant. Although information technology can establish innocence—an ability that will only improve with technological advance—the fruits of mass surveillance have been used almost exclusively to convict. To address the imbalance and inform public dialogue, this Article develops the concept of “digital innocence” as a means of leveraging the tools of …

Sowing The Seeds Of Protection, Elizabeth I. Winston

Scholarly Articles

Seeds are chattel. As such, seeds are protectable by the same tapestry of public and private ordering as other forms of chattel. However, the distinguishing characteristic of seeds, their method of propagation, and the history of seeds-traditionally viewed as a public good rather than chatteldistort that tapestry. The model of seed distribution thus needs to be refrained in light of the often disparate interests of innovators, producers, and consumers. As with all chattel, there is no single, correct model for distributing seeds, but law and contract may be woven together to strike a balance.

Applying Bioethics In The 21st Century: Principlism Or Situationism?, George P. Smith Ii

Scholarly Articles

After an examination of the four cardinal bioethical principles which define Principlism — autonomy, beneficence, non maleficence and justice — an explication of Joseph Fletcher’s theory of Situationism is undertaken.

The conclusion of this Article is that when an ethical dilemma arises and is “tested” as to its moral efficacy, rather than judge the acts in question in order to determine whether they are in conformance with one of the four bioethical principles, it is more humane and practical to determine the ethical propriety of questioned conduct by use of a situation ethic which in fact is more sensitive. This …