Science and Technology Law Commons^™

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 …

The Law Of The New Musical Author, Eyal Brook

Cardozo Arts & Entertainment Law Journal

The process of musical creation has been transformed materially in the Digital Age due to technological developments, both regarding the technologies for making music and regarding novel stylistic developments. New musical practices, based on novel technology, afford entirely new modes of creative authorship. The effects of such shifts have redefined the nature of music and the role of musicians in fundamental ways. This article opens a new debate regarding the identity ofthe new musical author and the changes to the musical creative process.

As such changes have impacted the musical creative process, there are necessary changes required to adapt the …

Lost In Translation: The Limits Of Explainability In Al, Hofit Wasserman-Rozen, Ran Gilad-Bachrach, Niva Elkin-Koren

Cardozo Arts & Entertainment Law Journal

As artificial intelligence becomes more prevalent, regulators are increasingly turning to legal measures, like "a right to explanation," to protect against potential risks raised by AI systems. However, are eXplainable AI (XAI) tools-the artificial intelligence tools that provide such explanations-up for the task?

This paper critically examines XAI's potential to facilitate the right to explanation by applying the prism of explanation's role in law to different stakeholders. Inspecting the underlying functions of reason-giving reveals different objectives for each of the stakeholders involved. From the perspective of a decision-subject, reason-giving facilitates due process and acknowledges human agency. From a decision-maker's perspective, …

Governing Generative Ai, Daryl Lim

Faculty Scholarship

This Article paper explores the evolving landscape of copyright law in the age of generative artificial intelligence, dissecting the multifaceted challenges and opportunities it presents for creators, legal practitioners, and policymakers. Part I, “Governing Authorship,” delves into the existential questions AI poses to traditional notions of creativity and authorship, illustrating the tension between innovation and the preservation of human creators’ rights within existing legal frameworks. Part II, “Governing Infringement,” examines the intricate issues of copyright infringement in the digital era, especially the unauthorized use of copyrighted content by AI for training purposes and the exploration of private ordering mechanisms as …

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 …

Taxing Wealth: A Comparative Analysis Of National Wealth Taxes And How A Federal Wealth Tax Can Overcome Administrative Challenges, Jason Nadboy

Cardozo International & Comparative Law Review

The note advocates for the implementation of a progressive federal wealth tax in the United States to address wealth inequality and generate revenue for social programs. It argues that while administrative challenges exist, they can be overcome by learning from international examples and implementing robust enforcement mechanisms.

Tackling The Thicket: A Comparative Analysis Of Biologic Drugs And Biosimilars In The United States And Abroad, Lauren Cutler

Cardozo International & Comparative Law Review

The note examines the legal and regulatory landscape surrounding biologic drugs and biosimilars in the United States and Europe, focusing on patent protections, litigation trends, and the impact of biosimilar competition on drug pricing. It highlights the challenges posed by patent thickets and evergreening strategies employed by brand-name biologic manufacturers, which delay biosimilar market entry and maintain high drug prices. The analysis underscores the differences in regulatory frameworks and market dynamics between the U.S. and Europe, emphasizing the need for policy reforms to enhance competition and affordability in the biologic market.

Always A Suspect: Law Enforcement's Violative Use Of Geofence Warrants And Geolocation Data In Criminal Investigations And Proceedings, Aaron A. Bengart

Cardozo International & Comparative Law Review

The note argues that geofence warrants, used by law enforcement to obtain location data from tech companies, pose significant Fourth Amendment concerns. It advocates for U.S. legislation similar to the U.K.'s to balance privacy rights with law enforcement needs, emphasizing the need for checks to prevent abuse and protect citizens from unreasonable searches.

Regulating Cryptocurrency: A Comparative Analysis Of U.S. And Eu Approaches, Xander Xueyang Peng

Cardozo International & Comparative Law Review

The note compares the regulatory approaches of the U.S. and the EU regarding cryptocurrency, focusing on sanctions and anti-money laundering (AML). It argues that while the EU has implemented a comprehensive regulatory framework, the U.S. relies on fragmented enforcement actions and lacks a unified approach. The EU's structured regulations, such as the Markets in Crypto-Assets (MiCA) framework, are more effective in addressing the challenges posed by cryptocurrency, including traceability and compliance. The note advocates for the U.S. to adopt a more robust regulatory framework, including know-your-customer (KYC) requirements and stricter AML measures, to enhance accountability and security in the crypto …

Less Discriminatory Algorithms, Pauline Kim, Emily Black, John Logan Koepke, Solon Barocas, Mingwei Hsu

Scholarship@WashULaw

Entities that use algorithmic systems in traditional civil rights domains like housing, employment, and credit should have a duty to search for and implement less discriminatory algorithms (LDAs). Why? Work in computer science has established that, contrary to conventional wisdom, for a given prediction problem there are almost always multiple possible models with equivalent performance—a phenomenon termed model multiplicity. Critically for our purposes, different models of equivalent performance can produce different predictions for the same individual, and, in aggregate, exhibit different levels of impacts across demographic groups. As a result, when an algorithmic system displays a disparate impact, model multiplicity …

(In)Dependence Day: Why The Modern Streaming Industry Requires Modern Antitrust Enforcement, Samuel Kahn

Cardozo Arts & Entertainment Law Journal

The note argues that the contemporary streaming industry, dominated by a few major platforms, mirrors the pre-Paramount era's anticompetitive practices, necessitating a reexamination of antitrust laws to address oligopolistic structures, protect independent creators, and ensure consumer access to diverse content. It contends that the repeal of the Paramount Decrees and the failure of current antitrust frameworks to adapt to the streaming industry's unique challenges have allowed media giants to grow unchecked, stifling competition and innovation.

Deceptive By Nature: A Model For Regulating Native And Embedded Advertising In The Contexts Of Children's Audiences, Zach Cihlar

Cardozo Arts & Entertainment Law Journal

The note advocates for enhanced regulatory measures to protect children from deceptive native and embedded advertising in digital media. It emphasizes the need for the Federal Trade Commission (FTC) to expand its regulatory framework to classify such advertising as deceptive, leveraging existing laws like the Federal Trade Commission Act (FTCA) and the Children's Online Privacy Protection Act (COPPA). The proposed model suggests a combination of stricter regulations, parental involvement through technology, and strengthened self-regulatory mechanisms to address the challenges posed by modern advertising formats.

Bias Notification Duty, Eldar Haber, Shai Stern

Cardozo Arts & Entertainment Law Journal

Algorithms are often tainted with bias that could negatively affect subjects' lives in many aspects. But while policymakers and scholars tend to focus their attention on methods to fix the bias within the algorithm or its output, they neglect a crucial piece of the puzzle: when companies discover bias and fix it in the algorithmic output, they do so behind the scenes. While such a move might debias the output, society remains in the dark about its existence or how it might have affected the outcome. Society thus misses a unique opportunity to study social and cognitive biases that shape …

Can Chatgpt And The Like Be Your Co-Authors?, Hadar Y. Jabotinsky, Michal Lavi

Cardozo Arts & Entertainment Law Journal

On November 30, 2022, OpenAI released an AI based chatbot called ChatGPT (Generative Pre-trained Transformer). This AI system uses natural language processing (NLP) techniques to generate written text by learning the patterns and structures of natural language. ChatGPT is a versatile chatbot with the ability to write speeches, news articles, and essays either wholly or partially. Some users acknowledge ChatGPT as a co-author of the generated text, while others only acknowledge its use in writing the document. In fact, this issue became so pressing in academia that Springer Nature, the world's largest academic publisher, announced that software like ChatGPT cannot …

Service Of Process Via Nft Airdrops: The Pathway To Private Litigation For Injured Web3 Plaintiffs, Sophia Dudgeon

Cardozo Arts & Entertainment Law Journal

The note explores the evolving landscape of legal process in the digital age, focusing on the use of blockchain technology and NFTs for serving legal notices. It argues that courts are increasingly adapting traditional due process principles, such as those established in Mullane v. Alabama, to accommodate emerging technologies. The analysis highlights the landmark case LCX AG v. 1.274M U.S. Dollar Coin, where a court approved serving process via NFT airdrop, demonstrating how technological innovations can enhance access to justice in digital asset disputes. The author advocates for courts to embrace expansive interpretations of alternative service methods to …

Introductory Remarks, Carly Rothstein

Cardozo Arts & Entertainment Law Journal

This introductory remark explores the implications of recent Supreme Court decisions in Bad Spaniels and Andy Warhol on intellectual property law, focusing on the evolving landscape of copyright and trademark protections. It highlights the challenges and opportunities these rulings present for balancing artistic expression, cultural norms, and legal frameworks. The symposium serves as a platform for scholars and practitioners to discuss these developments and their broader impact on IP law and policy.

Panel 1: Copyright Law, Michael W. Carroll, Peter Karol, Christopher Sprigman, Jacob Noti-Victor

Cardozo Arts & Entertainment Law Journal

The Warhol v. Goldsmith case has reshaped the interpretation of fair use in copyright law, emphasizing market competition and the commercial purpose of the use. The Supreme Court's decision focused on the commercial licensing of Warhol's work, highlighting the importance of assessing whether the use competes with the original work's market. This shift could influence future cases, particularly in technology and art, by potentially altering how transformative use and market competition are evaluated.

Why The Supreme Court Rejected The Prospect Theory Of Copyright Scope, Michael W. Carroll

Cardozo Arts & Entertainment Law Journal

In Google LLC v. Oracle America, Inc. ("Google v. Oracle"), and again in Andy Warhol Found. for the Visual Arts, Inc. v. Goldsmith ("Warhol"), the parties and various amici presented the Court with a variety of arguments about the relationship between a copyright owner's right to make derivative works from a protected work and a user's right to make fair uses of that same work. At bottom, these arguments were about the proper, or even optimal, scope of copyright.

This Essay argues that these arguments were instead grounded in a form of "prospect theory" of copyright scope that …

Uncommon Carriage, Blake Reid

Publications

As states have begun regulating the carriage of speech by “Big Tech” internet platforms, scholars, advocates, and policymakers have increasingly focused their attention on the law of common carriage. Legislators have invoked common carriage to defend social media regulations against First Amendment challenges, making arguments set to take center stage in the Supreme Court’s impending consideration of the NetChoice saga.

This Article challenges the coherence of common carriage as a field and its utility for assessing the constitutionality and policy wisdom of internet regulation. Evaluating the post-Civil War history of common carriage regimes in telecommunications law, this Article illustrates that …