Science and Technology Law Commons^™

Fintech And Techno-Solutionism, Hilary J. Allen

Scholarly Articles in Law Reviews & Journals

Silicon Valley-style technological innovation is ill-suited to addressing complex problems like financial inclusion, concentrated market power, and privacy harms, yet promises abound that “fintech” can fix them. This oversimplified reduction of complex structural problems into technological puzzles is known as “techno-solutionism,” and it poses real dangers for public policy. When we start with the tech industry’s favored tools and then ask how to solve complex problems using those tools – rather than starting by defining the problem to be solved – it can distract policymakers from supporting real, structural solutions. Techno-solutionism can also deter policymakers from interrogating the limitations, and …

What Is Copywritable In Software?, Charles Duan

Scholarly Articles in Law Reviews & Journals

No abstract provided.

Reinventing Operational Risk Regulation For A World Of Climate Change, Cyberattacks, And Tech Glitches, Hilary J. Allen

Scholarly Articles in Law Reviews & Journals

Around 30 years ago, banking regulators began to construct the concept of “operational risk,” and devise rules to manage this newly created risk category. This “invention” of operational risk assembled a grab-bag of otherwise uncategorized risks associated with banking operations; this Article argues that the resulting operational risk regulation framework isn’t very well suited to some of those risks. In particular, this Article demonstrates that the existing operational risk regulation framework is becoming an increasingly inadequate response to banks’ exposure to operational losses following damage to their physical assets and business disruption and system failures. This is so for two …

Content Moderation On End-To-End Encrypted Systems: A Legal Analysis, Charles Duan, James Grimmelmann

Scholarly Articles in Law Reviews & Journals

Online messaging platforms like Signal and Google’s Messages increasingly use end-to-end encryption (E2EE), in which messages are encrypted on the sender’s device and decrypted on the recipient’s, so that no one else—not even the platform itself—can read them. Although E2EE protects privacy and advances human rights, the law enforcement community and others have criticized its growing use. In their view, E2EE prevents platforms and government authorities from responding to abuses and criminal activity, including child exploitation, malware, scams, and disinformation. At times, they have argued that E2EE is inherently incompatible with effective content moderation.

Computer science researchers have responded to …

Digital Rummaging, Andrew Guthrie Ferguson

Scholarly Articles in Law Reviews & Journals

The digital world encodes our lives with incriminating clues. How you travel, live, love, and shop are tracked through growing surveillance technologies. Police have recognized this reality and are actively exploiting new surveillance tools for investigative purposes.

The Fourth Amendment—the constitutional protection meant to limit police search powers—has not kept up with the privacy and security threats of these new digital technologies. Current doctrine has remained stymied by legal tests asking all the wrong questions about “reasonable expectations of privacy” and “trespass” searches. While the Supreme Court has acknowledged that “digital is different,” it has not yet provided a coherent …

Future-Proofing U.S. Laws For War Crimes Investigations In The Digital Era, Rebecca Hamilton

Scholarly Articles in Law Reviews & Journals

Advances in information technology have irrevocably changed the nature of war crimes investigations. The pursuit of accountability for the most serious crimes of concern to the international community now invariably requires access to digital evidence. The global reach of platforms like Facebook, YouTube, and Twitter means that much of that digital evidence is held by U.S. social media companies, and access to it is subject to the U.S. Stored Communications Act.

This is the first Article to look at the legal landscape facing international investigators seeking access to digital evidence regarding genocide, war crimes, crimes against humanity, and aggression. It …

Clinics, The Cloud, And Protecting Client Data In The Age Of Remote Lawyering, Andrew C. Budzinski

Scholarly Articles in Law Reviews & Journals

Technology has become central to law practice. Attorneys have an ethical obligation to understand how that technology works, how it can facilitate client representation—and the risks it poses to the confidentiality of clients’ electronically-stored data. Law school clinics seem to fall behind the curve on this obligation. Some maintain outdated protocols, and some have no protocols at all, to manage and safeguard client data. This leaves client data less secure than it ought to be, risking harm to clients, ethical violations for attorneys, and missed opportunities to communicate the importance of ethical technology use to clinic students.

This Article offers …

Trademarks In An Algorithmic World, Christine Farley

Scholarly Articles in Law Reviews & Journals

According to the sole normative foundation for trademark protection—“search costs” theory—trademarks transmit useful information to consumers, enabling an efficient marketplace. The marketplace, however, is in the midst of a fundamental change. Increasingly, retail is virtual, marketing is data-driven, and purchasing decisions are automated by AI. Predictive analytics are changing how consumers shop. Search costs theory no longer accurately describes the function of trademarks in this marketplace. Consumers now have numerous digital alternatives to trademarks that more efficiently provide them with increasingly accurate product information. Just as store shelves are disappearing from consumers’ retail experience, so are trademarks disappearing from their …

Defi: Shadow Banking 2.0?, Hilary J. Allen

Scholarly Articles in Law Reviews & Journals

The growth of so-called “shadow banking” was a significant contributor to the financial crisis of 2008, which had huge social costs that we still grapple with today. Our financial regulatory system still hasn’t fully figured out how to address the risks of the derivatives, securitizations, and money market mutual funds that comprised Shadow Banking 1.0, but we’re already facing the prospect o fShadow Banking 2.0in the form of decentralized finance, or “DeFi.” DeFi’s proponents speak of a future where sending money is as easy as sending a photograph–but money is not the same as a photograph. The stakes are much …

Regulatory Innovation And Permission To Fail: The Case Of Suptech, Hilary J. Allen

Scholarly Articles in Law Reviews & Journals

The recent U.S. Supreme Court decision West Virginia v. EPA has cast a pall over the discretion of administrative agencies at a very inopportune time. The private sector is currently adopting new technologies at a rapid pace, and as regulated industries become more technologically complex, administrative agencies must innovate technological tools of their own in order to keep up. Agencies will increasingly struggle to do their jobs without that innovation, but the private sector is afforded something that is both critical to the innovation process, and often denied to administrative agencies: “permission to fail.” Without some grace for the inevitable …

Digital Habit Evidence, Andrew Guthrie Ferguson

Scholarly Articles in Law Reviews & Journals

This Article explores how “habit evidence” will become a catalyst for a new form of digital proof based on the explosive growth of smart homes, smart cars, smart devices, and the Internet of Things. Habit evidence is the rule that certain sorts of semiautomatic, regularized responses to particular stimuli are trustworthy and thus admissible under the Federal Rules of Evidence (“FRE”) 406 “Habit; Routine Practice” and state equivalents.

While well established since the common law, “habit” has made only an inconsistent appearance in reported cases and has been underutilized in trial practice. But intriguingly, once applied to the world of …

Securing Patent Law, Charles Duan

Scholarly Articles in Law Reviews & Journals

A vigorous conversation about intellectual property rights and national security has largely focused on the defense role of those rights, as tools for responding to acts of foreign infringement. But intellectual property, and patents in particular, also play an arguably more important offense role. Foreign competitor nations can obtain and assert U.S. patents against U.S. firms and creators. Use of patents as an offense strategy can be strategically coordinated to stymie domestic innovation and technological progress. This Essay considers current and possible future practices of patent exploitation in this offense setting, with a particular focus on China given the nature …

Persistent Surveillance, Andrew Guthrie Ferguson

Scholarly Articles in Law Reviews & Journals

Persistent surveillance technologies grant police vast new investigative capabilities. The technologies both monitor targeted areas and generate databases of searchable information about people, places, and patterns that can be connected and accessed for criminal prosecutions.

In the face of this growing police surveillance, courts have struggled to make sense of a fragmented Fourth Amendment doctrine. The Supreme Court has offered some clues that “digital may be different” when it comes to surveillance, but lower courts have been left struggling to apply old law to new technologies. Warrantless use of persistent surveillance technologies raises hard questions about when a “search” occurs …

Why Digital Policing Is Different, Andrew Ferguson

Scholarly Articles in Law Reviews & Journals

Many Fourth Amendment debates boil down to following argument: if police can already do something in an analog world, why does it matter that new digital technology allows them to do it better, more efficiently, or faster? This Article addresses why digital is, in fact, different when it comes to police surveillance technologies. The Article argues that courts should think of these digital technologies not as enhancements of traditional analog policing practices but as something completely different, warranting a different Fourth Amendment approach. Properly understood, certain digital searches should be legally distinguishable from analog search precedent such that the older …

Data Privacy, Human Rights, And Algorithmic Opacity, Sylvia Lu

Scholarly Articles in Law Reviews & Journals

Decades ago, it was difficult to imagine a reality in which artificial intelligence (AI) could penetrate every corner of our lives to monitor our innermost selves for commercial interests. Within just a few decades, the private sector has seen a wild proliferation of AI systems, many of which are more powerful and penetrating than anticipated. In many cases, AI systems have become “the power behind the throne,” tracking user activities and making fateful decisions through predictive analysis of personal information. Despite the growing power of AI, proprietary algorithmic systems can be technically complex, legally claimed as trade secrets, and managerially …

Designing Effective Regulation For Blockchain-Based Markets, Heather Hughes

Scholarly Articles in Law Reviews & Journals

Effective regulation of blockchain-based markets calls for coordination among lawyers, businesses, coders, and lawmakers. How might we achieve adequate coordination and why is it important? This Article takes up these questions, using one example of an increasingly popular type of blockchain-based financial transaction: the issuance of tokens backed by off-chain assets. The objective here is not to advocate for a particular regulatory treatment for asset tokenization, but rather to use this deal type as a springboard to discuss what "effective regulation" means in the context of blockchain-enabled markets.

Blockchain & Secured Transactions Proceedings Of The 2021 Spring Conference: The Impact Of Blockchain On The Practice Of Law: Presentation 4, Heather Hughes

Scholarly Articles in Law Reviews & Journals

Secured transactions are governed by Uniform Commercial Code Article 9. UCC Article 9 governs any extension of credit secured by personalty. If you think about it, this statute governs a massive swath of market activity: secured credit facilities, margin trading of securities, asset securitizations, and purchase money transactions for goods, I could name more. But it's a statute that's very wide ranging. Given this expansive scope, blockchain-based transaction platforms have numerous implications for lawyers who deal with secured transactions. In my brief time here, I'm going to identify just two of them.

Hacking Antitrust: Competition Policy And The Computer Fraud And Abuse Act, Charles Duan

Scholarly Articles in Law Reviews & Journals

The Computer Fraud and Abuse Act, a federal computer trespass statute that prohibits accessing a computer "without authorization or exceeding authorized access," has often been criticized for clashing with online norms, over-criminalizing common behavior, and infringing freedom-of-expression interests. These controversies over the CFAA have raised difficult questions about how the statute is to be interpreted, with courts of appeals split on the proper construction and the Supreme Courtset to consider the law in its current October Term 2020.

This article considers the CFAA in a new light, namely its effects on competition. Rather than merely preventing injurious trespass upon computers, …

A Tale Of Two Interoperabilities; Or, How Google V. Oracle Could Become Social Media Legislation, Charles Duan

Scholarly Articles in Law Reviews & Journals

The Supreme Court'srecent decision in Google LLC v. Oracle America, Inc. has provided the latest word on an issue that many have described as "interoperability," and it comes at a time when lawmakers around the world are debating a policy called "interoperability" with respect to majorInternetplatforms. At first glance, these two similarly named policy conversations copyright protection of software interfaces and interconnection among competing Internet platforms, respectively have little to do with each other. Yet they are vitally intertwined: the activities and issues featured in Google are so closely linked to the questions of digital competition that interoperability reforms directed …

Facial Recognition And The Fourth Amendment, Andrew Ferguson

Scholarly Articles in Law Reviews & Journals

Facial recognition offers a totalizing new surveillance power. Police now have the capability to monitor, track, and identify faces through networked surveillance cameras and datasets of billions of images. Whether identifying a particular suspect from a still photo, or identifying every person who walks past a digital camera, the privacy and security impacts of facial recognition are profound and troubling.

This Article explores the constitutional design problem at the heart of facial recognition surveillance systems. One might hope that the Fourth Amendment – designed to restrain police power and enacted to limit governmental overreach – would have something to say …

Innovative Approaches To Diversion Data, Sean Flynn, Robin Olsen, Maggie Wolk

Scholarly Articles in Law Reviews & Journals

Prosecutors across the country are collecting and using data to make decisions in their offices. At the same time, prosecutors are interested in developing and sustaining prosecutorial diversion approaches. Prosecutors can use data to assist in decision-making regarding diversion case processing choices as well as to make office policy and resource allocation decisions that, in turn, support expanded diversion programs. Data collection can help prosecutors decide if a prosecutorial diversion program will work for them, and if so, what characteristics it should have. Finally, data can help prosecutors see whether they are obtaining their intended outcomes. Prosecutors possess varying levels …

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

Scholarly Articles in Law Reviews & 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 …

Payments Failure, Hilary Allen

Scholarly Articles in Law Reviews & Journals

The processing of retail payments has traditionally been the domain of regulated banks, but technologically sophisticated players like Venmo, AliPay, Bitcoin and Ripple (and potentially Facebook’s Libra) are making incursions into the market. Even within regulated banks, payments processing is becoming increasingly reliant on new technologies – JPMorgan Chase’s “JPMCoin” is just one example. However, limited attention has been paid to the new kinds of operational risks associated with these complex new methods of processing retail payments. This Article argues that technological failures at a payments provider (bank or non-bank) could be amplified in unexpected ways as they interact with …

Big Data Prosecution And Brady, Andrew Ferguson

Scholarly Articles in Law Reviews & Journals

Prosecutors are joining the big data revolution, adopting “intelligence-driven” strategies to target crime patterns. Centralized big data systems now track offenders, places, and groups allowing prosecutors to link crimes by time, place, associations, or other connections. Adding to these types of formalized, structured databases are growing sources of raw, unstructured big data from digital surveillance technologies like video cameras, police body cameras, and automated license plate readers. The prosecutors of the future will sit on a wealth of valuable investigative insights – all searchable and potentially relevant for a more aggressive and proactive investigation strategy.But as helpful as these new …

Implementing User Rights For Research In The Field Of Artificial Intelligence: A Call For International Action, Sean Flynn, Michael W. Carroll

Scholarly Articles in Law Reviews & Journals

Last year, before the onset of a global pandemic highlighted the critical and urgent need for technology-enabled scientific research, the World Intellectual Property Organization (WIPO) launched an inquiry into issues at the intersection of intellectual property (IP) and artificial intelligence (AI). We contributed comments to that inquiry, with a focus on the application of copyright to the use of text and data mining (TDM) technology. This article describes some of the most salient points of our submission and concludes by stressing the need for international leadership on this important topic. WIPO could help fill the current gap on international leadership, …

Transnational Government Hacking, Jennifer Daskal

Scholarly Articles in Law Reviews & Journals

No abstract provided.

Nonexcludable Surgical Method Patents, Jonas Anderson

Scholarly Articles in Law Reviews & Journals

A patent consists of only one right: the right to exclude others from practicing the patented invention. However, one class of patents statutorily lacks the right to exclude direct infringers: surgical method patents are not enforceable against medical practitioners or health care facilities, which are the only realistic potential direct infringers of such patents. Despite this, inventors regularly file for (and receive) surgical method patents. Why would anyone incur the expense (more than $20,000 on average) of acquiring a patent on a surgical method if that patent cannot be used to keep people from using the patent?

The traditional answer …

Tinkering With Circuit Conflicts Beyond The Schoolhouse Gate, Stephen Wermiel

Scholarly Articles in Law Reviews & Journals

No abstract provided.

Atrocity Prevention In The New Media Landscape, Rebecca Hamilton

Scholarly Articles in Law Reviews & Journals

Journalists have traditionally played a crucial role in building public pressure on government officials to uphold their legal obligations under the 1948 UN Convention on the Prevention and Punishment of Genocide. But over the past twenty years there has been radical change in the media landscape: foreign bureaus have been shuttered, young freelance journalists have taken over some of the work traditionally done by experienced foreign correspondents, and, more recently, the advent of social media has enabled people in conflict-affected areas to tell their own stories to the world. This essay assesses the impact of these changes on atrocity prevention …

The Exclusionary Rule In The Age Of Blue Data, Andrew Ferguson

Scholarly Articles in Law Reviews & Journals

In Herring v. United States, Chief Justice John Roberts reframed the Supreme Court’s understanding of the exclusionary rule: “As laid out in our cases, the exclusionary rule serves to deter deliberate, reckless, or grossly negligent conduct, or in some circumstances recurring or systemic negligence.” The open question remains: how can defendants demonstrate sufficient recurring or systemic negligence to warrant exclusion? The Supreme Court has never answered the question, although the absence of systemic or recurring problems has figured prominently in two recent exclusionary rule decisions. Without the ability to document recurring failures, or patterns of police misconduct, courts can dismiss …