Science and Technology Law Commons^™

Slurry-As-A-Service: A Modest Proposal On Scalable Pluralistic Alignment For Nutrient Optimization, Rachel Hong, Yael Eiger, Jevan Hutson, Os Keyes, William Agnew

Articles

Pluralistic alignment has emerged as a promising approach for ensuring that large language models (LLMs) faithfully represent the diversity, nuance, and conflict inherent in human values. In this work, we study a high-stakes deployment context—mulching—where automated systems transform selected individuals into nutrientrich slurry for the dual purposes of food security and aesthetic population management. Building on recent pluralistic alignment frameworks, we introduce ValueMulch™, a reproducible training, deployment, and certification pipeline for aligning mulching models (MMs) to a wide range of community norms. Through a real-world testbed spanning 32 communities, we show that ValueMulch™ improves distributional agreement with community mulching preferences …

A Legal Transplant Failure In The Ai Age, Xuan-Thao Nguyen

Articles

Thailand positions itself as the new AI-driven innovation hub in the Southeast Asia region as Big Tech companies invest billions in building new data centers to power the AI transformations in all sectors in Thailand. An integral part of Thailand’s new ambition is the legal transplant of personal data protection law from Europe. The transplant, however, is of form, not substance, as this Article illustrates the failure through in-depth analysis of Thailand’s Personal Data Protection Act and provides evidence of rampant violations and noncompliance by the largest ecommerce conglomerate and SMEs. This Article offers suggestions for Thailand to realign its …

Facing State-Created Danger In Facial Recognition Technology, Esha Jain

Washington Law Review

When the police wrongfully arrest someone, that person faces distinct harms. Various scholarship, news articles, and studies document that AI-powered facial recognition technology (FRT) disproportionately misidentifies individuals from marginalized racial groups when used irresponsibly. Many of those sources indicate that police reliance on FRT without adequate vetting results in wrongful arrests. Yet law enforcement continues to misuse FRT.

This Comment contends that the 42 U.S.C. § 1983 state-created danger doctrine offers a potential remedy for plaintiffs harmed by police reliance on FRT. To prevail under this doctrine, plaintiffs must prove affirmative conduct, deliberate indifference, and proximate causation. If successful, these …

Forget Me Not? Machine Unlearning’S Implications For Privacy Law, Jevan Hutson, Cedric Whitney, Jay T. Conrad

Articles

Generative AI systems are increasingly relied on and are already actively reshaping how we think about privacy and data protection law. Models ingest and process vast amounts of personal and sensitive data, challenging assurances of compliance with legal frameworks like the General Data Protection Regulation (GDPR) and the California Consumer Privacy Act (CCPA) with increasing intensity. Machine unlearning is an emerging tool in practitioners’ attempts to address these challenges: the act of selectively removing or suppressing specific data, such as personal data that a data subject requests be deleted, from AI models as means of complying with legal obligations or …

Novel Corporate Governance Structures, Jennifer S. Fan, Xuan-Thao Nguyen

Articles

Artificial Intelligence (“AI”) startups have taken center stage, rapidly disrupting conventional industries at an unprecedented pace with their groundbreaking innovations. Hailed by many as the most significant technological advancement of our era, AI’s profound societal impact has garnered heightened public and governmental scrutiny. The spotlight has recently fallen on OpenAI, the creator of ChatGPT, which weathered a tumultuous period marked by the ouster and subsequent rehiring of CEO Sam Altman, a board reconfiguration, and Altman’s later return to the board. Concerns over AI safety were offered as the rationale for the tandem corporate governance structure of nonprofit and for-profit at …

The Ai Input Class: Constitutional Urgency And Fair Licensing In Ai Copyright Class Actions, Xuan-Thao Nguyen, Elizabeth G. Porter

Articles

The humanities have long been under attack; now Big Tech is eating them for breakfast. Artificial Intelligence is undermining the cultural and constitutional values of human creativity; it is also threatening the livelihoods of the creative working class. Because neither Congress nor regulators can keep pace with AI’s pace of change, class actions have stepped into the breach. In the first wave of such litigation, authors and artists in courts on both coasts claim that AI companies violate intellectual property law when they “train” their systems on copyrighted works.

This Article analyzes what we call “input” AI claims—that is, proposed …

Redefining Intellectual Property Protection: Nfl Plays In The Digital Age, Michael Touma

Washington Law Review Online

American copyright law is fluid. Its changes have mirrored evolutions in society, be they technological, cultural, or economic. At its core, copyright law exists to promote the progress of the arts and sciences; yet, the law’s outdated nature leaves many creations on the outside looking in. The last substantial copyright legislation to pass through Congress was the Copyright Act of 1976, which was nearly fifty years ago. Much has changed since, including vast technological improvements, new and emerging interests in American society, and now global economic drivers. One industry that meets these characteristics and is not currently afforded protection is …

Co-Constructing The Future Of Digital Intimacy, Chris Geeng, Lucy Qin, Allison Mcdonald, Amna Batool, Diana Freed, Oliver L. Haimson, Jevan Hutson, Elissa M. Redmiles, Zahra Stardust, Miranda Wei, Douglas Zytko

Articles

The Internet, artificial intelligence, and other emerging technologies have transformed the way humans can interact with each other and express romance, sex, and other forms of intimacy. Digital intimacy, including online dating, sexual/intimate content sharing, online sex work, and romantic chatbots, has grown ubiquitous. This can both be a source of great joy, such as when connecting remote partners and supporting sexual self-expression, and a source of harms, including but not limited to image-based sexual abuse, deepfakes, location privacy violations, and technology-enabled intimate partner violence. As new technologies continue to transform digital intimacy, this workshop aims to create a sex-positive …

The Privacy Act Of 1974: The American Bill Of Rights On Data And Its Unfinished Business, Dongsheng Zang

Articles

In the midst of the artificial intelligence (“AI”) revolution and the debates around it in 2023, this Article proposes to revisit the history of the Privacy Act of 1974, a federal statute that attempted to revolutionize the notion of privacy in response to automated data processing in the computer age. By recognizing that an individual should have the right to control data about herself, the 1974 Act went beyond the Warren-Brandeis framework of privacy based on tort law—the 1974 Act was essentially an American Bill of Rights on data.

The Article first tracks the conceptual development of this new idea …

Disability Discrimination By Clinical Algorithm, Elizabeth Pendo, Jennifer D. Oliva

Articles

In response to America’s escalating drug poisoning crisis, the federal government has funded, incentivized, and mandated that states adopt and implement prescription drug monitoring programs (“PDMPs”) to electronically surveil controlled substances and other “drugs of concern.” State PDMPs utilize proprietary, predictive software platforms that deploy algorithms to determine whether a patient is at risk for drug misuse, drug diversion, doctor shopping, or substance use disorder. PDMPs have never been validated by a federal agency or peer review, yet states have mandated their use throughout the health care delivery system.

Research demonstrates that clinical overreliance on the risk scores generated by …

The Need For An International Ai Research Initiative: How To Create And Sustain A Virtuous Research-Regulation Cycle To Govern Ai, Kevin Frazier

Washington Journal of Law, Technology & Arts

This paper explains the need for an international AI research initiative. The current focus of lawmakers at the subnational, national, and international level on regulation over research has created an imbalance, neglecting the critical role of continuous, informed research in developing laws that keep pace with rapid technological advancements in AI.

The proposed international AI research initiative would serve as a central hub for comprehensive AI risk analysis, modeled on successful precedents like CERN and the IPCC. CERN exemplifies a collaborative research environment with pooled resources from member states, leading to significant advancements in particle physics. Similarly, the IPCC has …

Copyright's Public Reliance Interests, Bo S. L. Kim

Washington Law Review

Courts are increasingly invoking copyright law’s “scenes a faire” doctrine, which precludes infringement liability for copying typical or standard elements in a copyrighted work. But judges and commentators only cursorily discuss why certain elements constitute scenes a faire. Alternatively, they characterize the doctrine as merely an extension of other copyrightability doctrines. The result is doctrinal inconsistency in how scenes a faire applies and theoretical disagreement about why the doctrine exists.

This Article advances a “public reliance interests” theory of scenes a faire that provides descriptive clarity to the doctrine and highlights its underexplored importance to copyright law writ large. Drawing …

Breaking Algorithmic Immunity: Why Section 230 Immunity May Not Extend To Recommendation Algorithms, Max Del Real

Washington Law Review Online

In the mid-1990s, internet experiences were underwhelming by today’s standards, despite the breakthrough technologies at their core. When a person logged on to the internet, they were met with a static experience. No matter who you were, where you were, or how you accessed a particular website, it rendered a consistent page. Today, internet experiences are personalized, dynamic, and vast—a far cry from the digital landscape of just a few decades ago. While today’s internet is unrecognizable compared with its early predecessors, many of its governing laws remain materially unaltered. In particular, section 230 of the Communications Act, which passed …

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 …

Tech Supremacy: The New Arms Race Between China And The United States, Xuan-Thao Nguyen

Articles

In the brewing tech war between the United States and China, the quest for tech supremacy is in full force. Through enacting a series of laws and policies, China aims to reach its goal of tech supremacy. If China succeeds, U.S. corporations will face a daunting task in competing against Chinese products and services in core industries and in sectors where artificial intelligence and technological breakthroughs reign. This Article is the first to identify and analyze China’s 2022 Law on Science and Technology Progress, Personal Information Protection Law, Made in China 2025, National Intellectual Property Strategies, and digital currency e-CNY; …

Trademarks In An Algorithmic World, Christine Haight Farley

Washington Law Review

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 …

Considering A Right To Repair Software, Robert W. Gomulkiewicz

Articles

The right to repair movement aims to extend the usability of products by allowing a consumer (or a repair professional acting on the consumer’s behalf) to fix broken products. Implicitly, the movement’s focus has been on hardware—on the right to repair cars, tractors, and phones. But as more and more of the functionality of goods comes from software, it is important to consider whether we need a right to repair software. There are practical challenges to software repair. For example, fixing software is more difficult and treacherous than fixing hardware. Complicating matters further, more and more software is embedded in …

Telegraph, Telephone And The Internet: The Making Of The Symbiotic Model Of Surveillance States, Dongsheng Zang

Articles

In the early 2000s, shortly before the September 11 attacks, Daniel J. Solove noted that computer databases in the United States were controlled by public as well as private bureaucracies. In that sense, Solove argued, the "Big Brother" metaphor "fails to capture the most important dimension of the database problem." In his 2008 Lockhart lecture, constitutional law scholar Jack M. Balkin argued that the United States has gradually transformed from a welfare and national security state to a National Surveillance State: "a new form of governance that features the collection, collation, and analysis of information about populations both in the …

Manufacturing Innovation, Xuan-Thao Nguyen

Articles

Using intellectual property assets as the proxy for innovation measures, this paper provides a comprehensive analysis of the legal and policy strategies that form the foundation for China's new role as the global manufacturer of innovation. Manufacturing innovation is evident through China's multi-prong approach regarding intellectual property production and maximization. Significantly, among many other policies that target innovation, China encourages the production of innovation by accepting patents and trademarks as collateral assets for financing. Entrepreneurs can quickly obtain loans against their portfolios of patents and trademarks. China also requires enterprises seeking to undergo an initial public offering (IPO) on the …

Blockchain Games And A Disruptive Corporate Business Model, Xuan-Thao Nguyen

Articles

This Article is the first to identify and theorize on a new disruptive corporate business model unfolding in the gaming industry that is larger than both the movie and music sectors combined. Corporations in blockchain gaming reject the old paradigm of amassing profits by turning the public into spenders for and consumers of corporate products. The new corporate business model transforms members of the public into producers and true owners of new corporate property while earning income and garnering governance voting rights. Through a case study of Axie Infinity, a blockchain game launched in 2021, this Article explores how the …

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 …

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 …

Physiognomic Artificial Intelligence, Luke Stark, Jevan Hutson

Articles

The reanimation of the pseudosciences of physiognomy and phrenology at scale through computer vision and machine learning is a matter of urgent concern. This Article—which contributes to critical data studies, consumer protection law, biometric privacy law, and antidiscrimination law—endeavors to conceptualize and problematize physiognomic artificial intelligence (“AI”) and offer policy recommendations for state and federal lawmakers to forestall its proliferation.

Physiognomic AI, as this Article contends, is the practice of using computer software and related systems to infer or create hierarchies of an individual’s body composition, protected class status, perceived character, capabilities, and future social outcomes based on their physical …

The New Bailments, Danielle D’Onfro

Washington Law Review

The rise of cloud computing has dramatically changed how consumers and firms store their belongings. Property that owners once managed directly now exists primarily on infrastructure maintained by intermediaries. Consumers entrust their photos to Apple instead of scrapbooks; businesses put their documents on Amazon’s servers instead of in file cabinets; seemingly everything runs in the cloud. Were these belongings tangible, the relationship between owner and intermediary would be governed by the common-law doctrine of bailment. Bailments are mandatory relationships formed when one party entrusts their property to another. Within this relationship, the bailees owe the bailors a duty of care …

Ways To Grow: New Directions For Agricultural Technology Policy

Tech Policy Lab

This whitepaper, which grows out of interdisciplinary research at the University of Washington Tech Policy Lab, argues for a widening of the aperture with respect to contemporary technology policy in agriculture. Emerging technology could, as advertised, reduce costs and increase food production. But the industrial model of agriculture that technology currently supports—focused on faster, more, and cheaper— has its tradeoffs. Precision agriculture remakes the land to serve technology, introduces new sources of instability into agriculture, and contributes to the destabilization and vulnerability of the American food system. Greater resources should be allocated to “civic” agricultural approaches that transition away from …

Terrified By Technology: How Systemic Bias Distorts U.S. Legal And Regulatory Responses To Emerging Technology, Steve Calandrillo, Nolan Kobuke Anderson

Articles

Americans are becoming increasingly aware of the systemic biases we possess and how those biases preclude us from collectively living out the true meaning of our national creed. But to fully understand systemic bias we must acknowledge that it is pervasive and extends beyond the contexts of race, privilege, and economic status. Understanding all forms of systemic bias helps us to better understand ourselves and our shortcomings. At first glance, a human bias against emerging technology caused by systemic risk misperception might seem uninteresting or unimportant. But this Article demonstrates how the presence of systemic bias anywhere, even in an …

The Injustice Of 1.5°C–2°C: The Need For A Scientifically Based Standard Of Fundamental Rights Protection In Constitutional Climate Change Cases, Andrea K. Rodgers, Lauren E. Sancken, Jennifer Marlow

Articles

In 2015, signatories to the Paris Agreement agreed to the goal of keeping global temperature rise this century to well below 2°C above preindustrial levels and to pursue efforts to limit the temperature increase even further to 1.5°C. Although the adoption of the Paris Agreement was in many ways a political triumph, seven years later many climate advocates are presenting the Paris target to judicial bodies as the de facto legal standard for fundamental rights protection in climate change cases. Yet, the history leading up to the signatories’ ultimate adoption of the Paris Agreement target suggests that the target is …

Modeling Through, Ryan Calo

Articles

Theorists of justice have long imagined a decision-maker capable of acting wisely in every circumstance. Policymakers seldom live up to this ideal. They face well-understood limits, including an inability to anticipate the societal impacts of state intervention along a range of dimensions and values. Policymakers cannot see around corners or address societal problems at their roots. When it comes to regulation and policy-setting, policymakers are often forced, in the memorable words of political economist Charles Lindblom, to “muddle through” as best they can.

Powerful new affordances, from supercomputing to artificial intelligence, have arisen in the decades since Lindblom’s 1959 article …

Autonomous Corporate Personhood, Carla L. Reyes

Washington Law Review

Several states have recently changed their business organization law to accommodate autonomous businesses—businesses operated entirely through computer code. A variety of international civil society groups are also actively developing new frameworks— and a model law—for enabling decentralized, autonomous businesses to achieve a corporate or corporate-like status that bestows legal personhood. Meanwhile, various jurisdictions, including the European Union, have considered whether and to what extent artificial intelligence (AI) more broadly should be endowed with personhood to respond to AI’s increasing presence in society. Despite the fairly obvious overlap between the two sets of inquiries, the legal and policy discussions between the …

Community Empowerment In Decarbonization: Nepa’S Role, Wyatt G. Sassman

Washington Law Review

This Article addresses a potential tension between two ambitions for the transition to clean energy: reducing regulatory red-tape to quickly build out renewable energy, and leveraging that build-out to empower low-income communities and communities of color. Each ambition carries a different view of communities’ role in decarbonization. To those focused on rapid build-out of renewable energy infrastructure, communities are a potential threat who could slow or derail renewable energy projects through opposition during the regulatory process. To those focused on leveraging the transition to clean energy to advance racial and economic justice, communities are necessary partners in the key decisions …