Science and Technology Law Commons^™

Analysis Of Global Data Privacy Regulations And How Transnational Companies Are Impacted, Fujimori-Smith, Aska

Santa Clara High Technology Law Journal

Privacy regulations are being developed and altered globally. An American company working transnationally will want to make sure to comply with the privacy regulations of each country in which the company either conducts business or otherwise utilizes that country’s citizens’ data. Currently, the GDPR has the strictest standards regarding data processing agreements between a primary organization and another data processor. While the CCPA/CPRA and the PDPA require DPAs, a company in compliance with the GDPR will likely comply with the CCPA/CPRA and the PDPA. Case law is evolving to address the extent of the reach of the extraterritorial legislation. However, …

Relying On Unreliable Tech: Unchecked Police Use Of Algorithmic Technologies, Fraerman, Ali

Santa Clara High Technology Law Journal

In the past two decades, police forces have come to rely on algorithm-based technologies for investigative leads. Several of these technologies are unreliable. They are prone to error, misidentifying suspects, and crimes. When relied upon, they lead to false arrests and unnecessary stop-and-frisks. Yet, there is no coercive mechanism, either regulatory or judicial, that meaningfully governs the use of these algorithmic technologies in law enforcement. As a result, law enforcement agencies are free to disregard potential errors and deploy emerging technologies against communities with little recourse.

This Article looks closely at three technologies—ShotSpotter gunshot detection, facial recognition technology, and rapid …

In Event Of An (Ai) Emergency: Interpreting Continuity Of Government Provisions In State Constitutions, Frazier, Kevin T.

Santa Clara High Technology Law Journal

“Of this I am certain: If we prepare ourselves so that a terrible attack—although it might hurt us—could not destroy us, then such an attack will never come.” - Edward Teller, the “Father of the Hydrogen Bomb,” in an interview with Allen Brown of This Week Magazine in 1957.

Bad actors have already used or may soon use AI to disrupt critical infrastructure, influence elections, and upend economies. Those most concerned about the risks posed by AI argue that it is a matter of when and not if state governments will have to respond to threatened or realized acts of …

Human Reproductive Cloning, Heritable Genome Editing, And The Future Of Novel Reproductive Technologies, Macintosh, Kerry Lynn

Santa Clara High Technology Law Journal

This Article compares human reproductive cloning (HRC) and heritable genome editing (HGE) to identify factors that encourage bans on novel reproductive technologies. HRC drew legislative opposition in part because it involved asexual reproduction and was incorrectly associated with copying. HGE and other technologies that involve sexual reproduction do not have those problematic qualities. HRC also became entangled with research in which human embryos were cloned to be harvested for their stem cells. HGE did not because scientists learned how to create and edit pluripotent stem cells without creating embryos. However, the legal history of HRC predicts that reproductive technologies strongly …

A Promise Without A Remedy: The Supposed Incompatibility Of The Gplv2 And Apache V2 Licenses, Chestek, Pamela S.

Santa Clara High Technology Law Journal

License “incompatibility” in free and open source software licensing means that, when two differently licensed pieces of software are combined, one cannot comply with both licenses at the same time. It is commonly accepted that the GNU General Public License version 2 is incompatible with the Apache License, version 2 because certain provisions of the Apache License would be considered “further restrictions” not permitted by the GPLv2. However, this article will explain why there is no legally cognizable claim for combining the two, either under a copyright infringement theory or a breach of contract theory.

America's Next "Stop Model!": Model Deletion, Jevan Hutson, Ben Winters

Articles

This Essay explores the emergence of model deletion- the compelled destruction or dispossession of certain data, algorithms, models, and associated work products created or shaped by illegal means- as a remedy, right, and requirement for harmful applications of Al and ML systems. Part I examines model deletion's emergence as a consumer protection remedy and its conception as a positive right and regulatory requirement. Part II considers the constellation of federal and state actors, such as federal and state enforcement agencies and legislative bodies, who might seek model deletion to address particular Al and ML harms. Part III underscores the need …

Repurposing The United Nations Trusteeship Council To Govern The Establishment Of Outer Space Settlements, Andrew Wulf

Northwestern Journal of International Law & Business

Current existing international law and treaties on outer space do not address or regulate private actors’ property claims or human settlements in outer space. American companies such as SpaceX and Blue Origin, as well as countries like the United States, Russia, and China, are seeking to create colonies on the Moon and Mars. However, there is no international legal authority to allow or regulate this. In order to legitimize and control this impending outgrowth of human settlements, this paper proposes that the U.N. Trusteeship Council be repurposed to govern non-state actors’ claims of outer space property.

First, this paper explains …

Innovation Misunderstood, Maurice E. Stucke, Ariel Ezrachi

American University Law Review

Innovation is transformative and key to future prosperity. It is therefore of no surprise that antitrust laws seek to promote it. What is surprising, however, is that despite the central role that innovation occupies in competition cases, its actual treatment by the courts is far from nuanced. In this paper, we reflect on the D.C. Circuit’s 2023 ruling in New York v. Meta to illustrate the prevailing monocular vision adopted by the court in its treatment of innovation. That vision, we argue, reflects simplistic assumptions as to innovation dynamics and mistaken beliefs about the digital economy. It is further compounded …

Artificial Intelligence And Weaponized Illusions: Methodologies For Federal Fraud Prosecutions Involving Deepfakes, Andrew W. Eichner

American University Law Review

Experts in the public and private sectors have vocalized concerns over the potential harms that can be inflicted when artificial intelligence (AI) is used maliciously. As AI technology increases in availability, it will become more accessible to criminal actors and allow for the emergence of new kinds of fraudulent schemes. Deepfakes are highly realistic AI-rendered depictions of individuals that criminals have already used to perpetrate fraud on an international scale. These renderings mimic third parties known to victims, allowing fraudsters to leverage the trust and familiarity of an existing relationship to perpetrate their schemes. The deepfake is used to convince …

Seed Patents: Enabling Innovation Beyond Biological Deposits, Ellaina Sanders

American University Law Review

In J.E.M. Ag Supply, Inc. v. Pioneer Hi-Bred International, Inc., the Supreme Court held that new sexually reproducing plant varieties are patentable subject matter. This allowed breeders and seed companies to protect their intellectual property in new seeds by obtaining utility patents so long as they meet the other statutory requirements, such as enablement. Unlike other intellectual property protection for new plant varieties, utility patents require the patent disclosure to include enough information that a person of ordinary skill in the art could make and use the invention without undue experimentation. In In re Wands, the Federal Circuit …

Privacy Nicks: How The Law Normalizes Surveillance, Woodrow Hartzog, Evan Selinger, Johanna Gunawan

Faculty Scholarship

Privacy law is failing to protect individuals from being watched and exposed, despite stronger surveillance and data protection rules. The problem is that our rules look to social norms to set thresholds for privacy violations, but people can get used to being observed. In this article, we argue that by ignoring de minimis privacy encroachments, the law is complicit in normalizing surveillance. Privacy law helps acclimate people to being watched by ignoring smaller, more frequent, and more mundane privacy diminutions. We call these reductions “privacy nicks,” like the proverbial “thousand cuts” that lead to death.
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Revisioning Algorithms As A Black Feminist Project, Ngozi Okidegbe

Faculty Scholarship

We live in an age of predictive algorithms.¹ Jurisdictions across the country are utilizing algorithms to make or influence life-altering decisions in a host of governmental decision-making processes—criminal justice, education, and social assistance to name a few.² One justification given for this algorithmic turn concerns redressing historical and current inequalities within governmental decision-making.³ The hope is that the predictions produced by these predictive systems can correct this problem by providing decision-makers with the information needed to make fairer, more accurate, and consistent decisions.⁴ For instance, jurisdictions claim that their turn to risk assessment algorithms in bail, …

Two Ai Truths And A Lie, Woodrow Hartzog

Faculty Scholarship

Industry will take everything it can in developing Artificial Intelligence (AI) systems. We will get used to it. This will be done for our benefit. Two of these things are true and one of them is a lie. It is critical that lawmakers identify them correctly. In this Essay, I argue that no matter how AI systems develop, if lawmakers do not address the dynamics of dangerous extraction, harmful normalization, and adversarial self-dealing, then AI systems will likely be used to do more harm than good.

Given these inevitabilities, lawmakers will need to change their usual approach to regulating technology. …

Against Engagement, Neil Richards, Woodrow Hartzog

Faculty Scholarship

In this Article, we focus on a key dimension of commercial surveillance by data-intensive digital platforms that is too often treated as a supporting cast member instead of a star of the show: the concept of engagement. Engagement is, simply put, a measure of time, attention, and other interactions with a service. The economic logic of engagement is simple: more engagement equals more ads watched equals more revenue. Engagement is a lucrative digital business model, but it is problematic in several ways that lurk beneath the happy sloganeering of a “free” internet

Our goal in this Article is to isolate …

Kafka In The Age Of Ai And The Futility Of Privacy As Control, Daniel Solove, Woodrow Hartzog

Faculty Scholarship

Despite writing more than a century ago, Franz Kafka captured the core problem of digital technologies—how individuals are rendered powerless and vulnerable. Over the past fifty years, and especially in the twenty-first century, privacy laws have been sprouting up around the world. These laws are often based heavily on an Individual Control Model that aims to empower individuals with rights to help them control the collection, use, and disclosure of their data.

In this Article, we argue that although Kafka starkly shows us the plight of the disempowered individual, his work also paradoxically suggests that empowering the individual isn’t the …

Property Rights In Space: Where Does The Law Stand Now?, Frans Von Der Dunk

Space, Cyber, and Telecommunications Law Program: Faculty Publications

1. Introduction: property rights in outer space?
2. Rights over immovable property and outer space – the discussion on Article II of the Outer Space Treaty
3. National developments contributing to an interpretation of Article II of the Outer Space Treaty
4. Concluding remarks

In discussing the issue of “property rights in outer space,” it should first be clarified that at a general level there might be three categories of property rights at issue.

First, there is the issue of “intellectual property rights,” the rights that individuals or other right-holders might enjoy when it comes to exclusively using, marketing and/or …

Truth Bounties: A Market Solution To Fake News, Yonathan A. Arbel, Michael D. Gilbert

Articles

False information poses a threat to individuals, groups, and society. Many people struggle to judge the veracity of the information around them, whether that information travels through newspapers, talk radio, TV, or social media. Concerned with the spread of misinformation and harmful falsehoods, much of the policy, popular, and scholarly conversation today revolves around proposals to expand the regulation of individuals, platforms, and the media. While more regulation may seem inevitable, it faces constitutional and political hurdles. Furthermore, regulation can have undesirable side effects and be ripe for abuse by powerful actors, public and private.

This Article presents an alternative …

Human Psychology And Robot Evidence In The Courtroom, Alternative Dispute Resolution, And Agency Proceedings, Sara Sun Beale, Hayley Lawrence

Faculty Scholarship

In human–robot interactions in legal proceedings, human responses to robot-generated evidence will present unique challenges to the accuracy of litigation as well as ancillary goals such as fairness and transparency, though it may also enhance accuracy in other respects. The most important feature of human–robot interactions is the human tendency to anthropomorphize robots, which can generate misleading impressions and be manipulated by designing robots to make them appear more trustworthy and believable. Although robot-generated evidence may also offer unique advantages, there are concerns about the degree to which the traditional methods of testing the accuracy of evidence, particularly cross-examination, will …

The Right To A Glass Box: Rethinking The Use Of Artificial Intelligence In Criminal Justice, Brandon L. Garrett, Cynthia Rudin

Faculty Scholarship

Artificial intelligence (“AI”) increasingly is used to make important decisions that affect individuals and society. As governments and corporations use AI more pervasively, one of the most troubling trends is that developers so often design it to be a “black box.” Designers create AI models too complex for people to understand or they conceal how AI functions. Policymakers and the public increasingly sound alarms about black box AI. A particularly pressing area of concern has been criminal cases, in which a person’s life, liberty, and public safety can be at stake. In the United States and globally, despite concerns that …

Judging Our New Judges: Why We Must Remove Artificial Intelligence From Our Courtrooms Now, Kieran Duffy Newcomb

Honors Theses and Capstones

In this paper, I explore some of the ways in which artificial intelligence might enhance the sentencing process through recidivism prediction technology. Notably, this technology can increase the accuracy of risk predictions and the speed with which sentencing decisions are reached. I then show, however, that the recidivism prediction technology is likely to turn into what data scientist Cathy O’Neil calls a Weapon of Math Destruction. The potential harmfulness of this technology is due not to the inherent nature of the technology, but the symbiotic relationship it will have with our already harmful criminal justice system. I argue that the …