Science and Technology Law Commons^™

The Nondiscrimination Principle, Zephyr Teachout

Fordham Law Review

No abstract provided.

Ai, Antitrust, And The Marketplace Of Ideas, Maurice E. Stucke

Fordham Law Review

No abstract provided.

Ai Procurement As Regulatory Reconnaissance, Sam Adler

Fordham Law Review

Artificial intelligence (AI) is a black box technology in a black box industry. Some view AI as a life-changing technology capable of advancing society and perhaps even saving the world, while others fear its capacity to harm. Like Dr. Frankenstein, developers fear the unpredictability of their own creations; deployers fear the unknown risks of third-party AI tools that market pressures drive them to assume; members of civil society fear AI’s capacity to oppress the already oppressed and degrade trust in institutions; and everyday users fear the undisclosed potential of AI to cause harm by means they cannot readily comprehend. These …

Venturing Into Health, Rachel E. Sachs

Fordham Law Review

In recent years, the landscape of venture capital (VC) investment in healthcare technologies has been altered by the introduction of new types of VC firms: those that have emerged from hospital systems and health insurers. However, the legal literature has not yet analyzed these new VC firms, the role they may play in healthcare innovation, and how innovation law and policy ought to consider their involvement. Hospital system and health insurer VC firms operate very differently than traditional VC firms, even those that have historically developed healthcare specializations. Instead of simply investing capital into start-up firms, hospital system and health …

Emotionally Unstable: Addressing Emotional Distress As A Concrete Injury In Data Breach Cases Post-Transunion, Anna P. Cox

Fordham Law Review

Data breaches and data breach litigation are exponentially on the rise. Plaintiffs whose information is stolen in a data breach often claim emotional distress for fear of future harm the data breach may cause. However, plaintiffs who bring suit in federal court must show that they have suffered an injury in fact for purposes of Article III standing before a federal court will exercise jurisdiction. The U.S. Supreme Court’s decision in TransUnion LLC v. Ramirez requires that plaintiffs who seek money damages under a theory of risk of future harm show that they have suffered a present concrete injury to …

Is Your Data Good, Bad, Or Neutral?: Redefining Concreteness For Data Breach Harms, Jeeyoon Lim

Fordham Law Review

In recent years, the Supreme Court has tightened federal court standing requirements for intangible harms, including statutory harms. In TransUnion LLC v. Ramirez, the Court held that a mere statutory violation, absent a common-law analogue, is not sufficiently concrete to grant standing. The Court did not provide clear guidance as to how stringent the common-law analogue analysis must be, other than that it does not require an “exact duplicate.” Because of the ever-evolving nature of digital data, data breach victims attempting to enforce their statutory right to privacy in federal court have struggled to rely on tradition and history …

Are Your Secrets Safe?: Imposing A Fiduciary Duty On Healthcare Ai Developers Dealing With Sensitive Health Information, Lauren Quinn

Fordham Law Review

In 1996, Congress passed the Health Insurance Portability and Accountability Act (HIPAA) to establish standards for transmitting health information. For decades, the HIPAA Privacy Rule has operated as the primary regulation protecting health information in the United States. However, in the decades since HIPAA was enacted, new technologies have demonstrated the shortcomings of the Privacy Rule. In particular, the development of healthcare artificial intelligence (AI) has created new privacy concerns and exacerbated existing ones. This Note examines the current healthcare privacy framework in the United States and considers how healthcare AI complicates it. This Note also explores how AI developers …

Chronically Online: Apportioning Liability In Social Media Litigation Based On User Engagement, Rebecca Vangelos

Fordham Law Review

The average American teenager spends nearly five hours on social media every day. This result is by design: social media platforms like Instagram, Snapchat, and TikTok deploy persuasive technologies—including infinite scroll, personalized content recommendation feeds, and dark patterns—to capture and retain teen attention. These intentional design features exploit adolescent vulnerabilities to foster social media dependency. Accordingly, a growing body of scientific evidence links the extensive use of social media to the teen mental health crisis in the United States.

Despite these negative effects, social media companies have largely evaded accountability for the harm they have caused to teens. Recent lawsuits …

Law-Following Ai: Designing Ai Agents To Obey Human Laws, Cullen O'Keefe, Ketan Ramakrishnan, Janna Tay, Christoph Winter

Fordham Law Review

Artificial intelligence (AI) companies are working to develop a new type of actor: “AI agents,” which we define as AI systems that can perform computer-based tasks as competently as human experts. Expert-level AI agents will likely create enormous economic value but also pose significant risks. Humans use computers to commit crimes, torts, and other violations of the law. As AI agents progress, therefore, they will be increasingly capable of performing actions that would be illegal if performed by humans. Such lawless AI agents could pose a severe risk to human life, liberty, and the rule of law.

Designing public policy …

Bridging The False Certification Gap: Why “Resulting From” In The 2010 Aks Amendment Requires But-For Causation, Alexandra Wildman

Fordham Law Review

Before 2010, violators of the Anti-Kickback Statute (AKS) could avoid False Claims Act (FCA) liability if claims for items or services borne of their kickback scheme were submitted to federal healthcare programs by a third party. In 2010, as part of the Affordable Care Act (ACA), Congress attempted to close this loophole in the FCA by amending the AKS. Under the amendment’s terms, claims submitted to federal healthcare programs for items or services “resulting from” an AKS scheme are false for the purposes of establishing FCA liability, regardless of who submitted the claims.

Although the amendment widened the FCA liability …

Foreword, Deborah W. Denno, Erica Valencia-Graham

Fordham Law Review

This Foreword overviews an unprecedented Symposium on these wide ranging topics titled The New AI: The Legal and Ethical Implications of ChatGPT and Other Emerging Technologies. Hosted by the Fordham Law Review and cosponsored by Fordham University School of Law’s Neuroscience and Law Center on November 3, 2023, the Symposium brought together attorneys, judges, professors, and scientists to explore the opportunities and risks presented by AI, especially GenAI like ChatGPT. The discussion raised complex questions concerning AI sentience and personal privacy, as well as the future of legal ethics, education, and employment. Although the AI industry uniformly predicts ever more …

Educating Deal Lawyers For The Digital Age, Heather Hughes

Fordham Law Review

Courses and programs that address law and emerging technologies are proliferating in U.S. law schools. Technology-related issues pervade the curriculum. This Essay presents two instances in which new technologies present challenges for deal lawyers. It explores how exposing students to closing opinions practice can prepare them to engage these challenges. Both examples involve common commercial contexts and lessons relevant to students of business associations and of the Uniform Commercial Code. The first, which deals with enforceability opinion letters, presents technical legal difficulties arising from recent developments in law and technology. The second, involving complex doctrines at the heart of financial …

The Legal Imitation Game: Generative Ai’S Incompatibility With Clinical Legal Education, Jake Karr, Jason Schultz

Fordham Law Review

In this Essay, we briefly describe key aspects of [generative artificial intelligence] that are particularly relevant to, and raise particular risks for, its potential use by lawyers and law students. We then identify three foundational goals of clinical legal education that provide useful frameworks for evaluating technological tools like GenAI: (1) practice readiness, (2) justice readiness, and (3) client-centered lawyering. First is “practice readiness,” which is about ensuring that students have the baseline abilities, knowledge, and skills to practice law upon graduation. Second is “justice readiness,” a concept proposed by Professor Jane Aiken, which is about teaching law students to …

Fairness And Fair Use In Generative Ai, Matthew Sag

Fordham Law Review

Although we are still a long way from the science fiction version of “artificial general intelligence” that thinks, feels, and refuses to “open the pod bay doors,” recent advances in machine learning and artificial intelligence (AI) have captured the public’s imagination and lawmakers’ interest. We now have large language models (LLMs) that can pass the bar exam, carry on (what passes for) a conversation about almost any topic, create new music, and create new visual art. These artifacts are often indistinguishable from their human-authored counterparts and yet can be produced at a speed and scale surpassing human ability.

“Generative AI” …

Ai, Algorithms, And Awful Humans, Daniel J. Solove, Hideyuki Matsumi

Fordham Law Review

A profound shift is occurring in the way many decisions are made, with machines taking greater roles in the decision-making process. Two arguments are often advanced to justify the increasing use of automation and algorithms in decisions. The “Awful Human Argument” asserts that human decision-making is often awful and that machines can decide better than humans. Another argument, the “Better Together Argument,” posits that machines can augment and improve human decision-making. These arguments exert a powerful influence on law and policy.

In this Essay, we contend that in the context of making decisions about humans, these arguments are far too …

If We Could Talk To The Animals, How Should We Discuss Their Legal Rights?, Andrew W. Torrance, Bill Tomlinson

Fordham Law Review

The intricate tapestry of animal communication has long fascinated humanity, with the sophisticated linguistics of cetaceans holding a special place of intrigue due to the cetaceans’ significant brain size and apparent intelligence. This Essay explores the legal implications of the recent advancements in artificial intelligence (AI), specifically machine learning and neural networks, that have made significant strides in deciphering sperm whale (Physeter macrocephalus) communication. We view the ability of a being to communicate as one—but not the only—potential pathway to qualify for legal rights. As such, we investigate the possibility that the ability to communicate should trigger legal …

Incremental Improvement Of The Patentability Standard Of Nonobviousness, Kayla Siletti Brown

Fordham Law Review

Patents incentivize innovation, but the face of innovation has changed over the past several decades. Patent law is adapting to the radical growth of the pharmaceutical and biotechnological industries, which produce drugs and biologics respectively. Research and development in these fields is largely incremental—new products are often derived from existing products. However, patents do not protect “obvious” improvements, those that anyone skilled in the relevant scientific field could have discovered through predictable, routine work. The line between incremental R&D and routine, obvious improvements is difficult to draw. The U.S. Court of Appeals for the Federal Circuit and the Patent Trial …

Psychedelics, Psychosocial Support, And Psychotherapy: Why It Matters For The Law, Ethics, And Business Of Medical Psychedelic Use, I. Glenn Cohen

Fordham Law Review

No abstract provided.

The Federal Circuit’S Experimental Prism, Jeremy W. Bock

Fordham Law Review

Whether the U.S. Court of Appeals for the Federal Circuit is succeeding in its role as the steward of decisional patent law has been the subject of considerable debate and many empirical studies for the past forty years. Based on these studies, some observers have expressed skepticism of the utility of that court’s exclusive, nationwide jurisdiction over patent appeals. But the substantial body of empirical literature on the Federal Circuit has been viewed largely from a single vantage point, one that attributes any negative or undesirable outcomes to the court’s specialization. This Article argues that there is another way to …

Toward National Regulation Of Legal Technology: A Path Forward For Access To Justice, Drew Simshaw

Fordham Law Review

Legal technology can help close the access-to-justice gap by increasing efficiency, democratizing access to information, and helping consumers solve their own legal problems or connecting them with lawyers who can. But, without proper design, technology can also consolidate power, automate bias, and magnify inequality. The state-by-state regulation of legal services has not adapted to this emerging technology-driven landscape that is continually being reshaped by artificial intelligence–driven tools like ChatGPT. Confusion abounds concerning whether use of these technologies amounts to unauthorized practice of law, leads to discrimination, adequately protects client data, violates the duty of technological competence, or requires prohibited cross-industry …

Ripple Effect: The Sec's Major Questions Doctrine Problem, Matt Donovan

Fordham Law Review

Crypto assets and blockchain technology have the potential to create unprecedented equitable access to financial institutions. Despite this potential, there is a robust debate regarding federal agencies’ jurisdiction over the novel asset class. Without clear statutory guidelines, federal agencies have been forced to resolve this debate through the rulemaking process. However, agency rules regarding jurisdiction over crypto assets could be scrutinized by a reviewing court under the major questions doctrine. Once highly deferential to agency rules, the U.S. Supreme Court in recent terms has repeatedly struck down agency rules when an agency claims an unheralded power to regulate an issue …

Exploring Financial Data Protection And Civil Liberties In An Evolved Digital Age, Amanda Lindner

Fordham Journal of Corporate & Financial Law

There is no comprehensive financial privacy law that can protect consumers from a company’s collection sharing and selling of consumer data. The most recent federal financial privacy law, the Gramm-Leach-Bliley Act (“GLBA”), was enacted by Congress over 20 years ago. Vast technological and financial changes have occurred since 1999, and financial privacy law is due for an upgrade.

As a result, loopholes exist where companies can share financial data without being subject to laws or regulations. Additionally, federal financial privacy related laws provide little to no recourse for consumers to self-remediate with litigation, also known as a private right of …

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, …

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 …

Slowing Down Accelerated Approval: Examining The Role Of Industry Influence, Patient Advocacy Organizations, And Political Pressure On Fda Drug Approval, Stephanie Diu

Fordham Law Review

The U.S. Food and Drug Administration (FDA) has been revered as the gold standard in pharmaceutical safety and efficacy review since the 1960s. More recently, partly in response to the HIV/AIDS epidemic and the pressing need for new treatments, the FDA established an accelerated approval process to hasten the review of new drug applications so that drugs could be approved and brought to market as soon as possible. Although accelerated approval has led to the availability of new treatments for patients with few other options, this Note argues that, today, the FDA grants accelerated approval too hastily and may be …

The Tin Man Needs A Heart: A Proposed Framework For The Regulation Of Bioprinted Organs, Linda Foit

Fordham Law Review

Each day, seventeen people die in the United States while waiting for an organ transplant. At least part of this need could be met by bioprinting, a technology that allows the on-demand production of custom-sized organs from a patient’s own cells. The field of bioprinting is progressing rapidly: the first bioprinted organs have already entered the clinic. Yet, developers of bioprinted organs face significant uncertainty as to how their potentially lifesaving products will be regulated—and by which government agency. Such regulatory uncertainty has the potential to decrease investment and stifle innovation in this promising technological field. This Note examines how …

(Un)Corporate Crypto-Governance, Carla L. Reyes

Fordham Law Review

Public blockchain protocols face a serious governance crisis. Thus far, blockchain protocols have followed the path of early internet governance. If the architects of blockchain protocols are not careful, they may suffer a similar fate—increased governmental control, greater centralization, and decreased privacy. As blockchain architects begin to consider better governance structures, there is a legal movement underway to impose a fiduciary framework on open-source software developers. If the movement succeeds, the consequences for open-source software development could be dire. If arbitrarily imposed on blockchain communities without consideration of variances among communities or the reality of how such communities operate, the …

How To Explain To Your Twins Why Only One Can Be American: The Right To Citizenship Of Children Born To Same-Sex Couples Through Assisted Reproductive Technology, Lena K. Bruce

Fordham Law Review

Sections 301 and 309 of the Immigration and Nationality Act (INA) govern birthright citizenship by descent. Per the U.S. Department of State’s (DOS) interpretation of these sections, to transmit citizenship to a child, the U.S. citizen-parent must have a biological connection with the child. For couples who use assisted reproductive technology (ART) to have children, however, this means that one parent will always be barred from transmitting citizenship to their own child. This is because in ART families, at least one parent will always lack the biological connection that the DOS requires to transmit citizenship pursuant to the INA. This …

Cda 230 For A Smart Internet, Madeline Byrd, Katherine J. Strandburg

Fordham Law Review

This Article analyzes CDA 230 liability in light of the evolution of smart services employing data-driven personalized models of user behavior. As an illustrative case study, we discuss discrimination claims against Facebook’s ad-targeting platform, relying on recent empirical studies5 and litigation documents for factual background.

Urbanism Under Google: Lessons From Sidewalk Toronto, Ellen P. Goodman, Julia Powles

Fordham Law Review

Cities around the world are rapidly adopting digital technologies, data analytics, and the trappings of “smart” infrastructure. These innovations are touted as solutions to help rationalize services and address rising urban challenges, whether in housing, transit, energy, law enforcement, health care, waste management, or population flow. Promises of urban innovation unite cities’ need for help with technology firms’ need for markets and are rarely subject to evidentiary burdens about projected benefits (let alone costs). For the city, being smart is about functioning better and attracting tech plaudits. For the technology company, the smart city is a way to capture the …