Digital Commons Network^™

The Mathematics Of Regulatory Fragmentation: Understanding The Multiplicative Costs Of State-Level Platform Requirements, Amanda Reid

IP Theory

The recent wave of state-level social media regulation represents an unprecedented experiment in territorial control of digital platforms. While constitutional questions around state authority remain central to these debates, this article examines a distinct but complementary concern: the mathematical reality of how overlapping technical requirements multiply compliance burdens. These laws aim to protect youth online through technical mandates, yet they create a regulatory patchwork that generates multiplicative rather than additive costs. Following combination theory [N(N-1)/2], each new state regulation creates conflict points with existing requirements.

This article analyzes how this regulatory multiplication affects platform architecture, user experience, and safety outcomes. …

Under The Radar: The Hidden Harms Of Patent Practices In Defense Contracting, Hunter Schmittou

IP Theory

28 U.S.C. § 1498 allows the federal government and its contractors to use patented technologies without prior authorization, with the government assuming liability for infringement. While originally intended to facilitate procurement, its modern application has weakened patent protections, allowing contractors to incorporate patented innovations with minimal legal or financial consequences. This system disincentivizes private-sector investment in military technology, distorts competition, and increases procurement inefficiencies, ultimately placing the burden of infringement on taxpayers. The resulting imbalance not only stifles innovation but also entrenches reliance on a small group of dominant defense contractors, reducing technological diversity and slowing progress. Addressing these shortcomings …

Generative Ai's Copyright Enigma: A Comparative Study Of Fair Use And Fair Dealing, Taysir Awad

IP Theory

At the dawn of this decade, generative Artificial Intelligence (AI) models were at the apogee of modern science and technology. Their emergence introduced the world to a new paradigm of creativity and innovation, where machines can synthesize art, literature, and design with unprecedented sophistication, blurring the boundaries between human ingenuity and algorithmic computation. These models have the capacity to regenerate Oscar Wilde with the depiction of Ansel Adams, rewrite Harry Potter with William Shakespear’s proverbial tongue, and redesign St. Peter’s Basilica with Gothic arches, Seljuk carved stones, and an Antoni Gaudi roof architecture, relocated in the heart of New York …

The Invisibility Of Tpms In Academic Libraries How Digital Content Protection Has Become Part And Parcel Of Platform Design, Anthony D. Rosborough, Katherine Silins

Articles, Book Chapters, & Popular Press

This article investigates a growing divide in how TPMs are understood and encountered across two domains: digital content access and software-dependent device controls. Through legal and qualitative empirical lenses, it reveals that TPMs guarding digital content access across Canadian academic institutions (particularly relating to e-books, journals, and streaming media) have become seamlessly embedded into platform design and licensing schemes. This facilitates their ubiquity and invisibility, while at the same time making them difficult to challenge from a law and policy reform perspective. It also makes content TPMs difficult to identify, measure, or challenge in furtherance of lawful exceptions and limitations …

Patenting The Taboo: Sex, Drugs, And Abortion, Andrew Gilden, Sarah R. Wasserman Rajec

Faculty Publications

The patent system provides a surprisingly rich archive of the interplay between social norms and technological change. Patent law requires applicants to publicly disclose the novelty and usefulness of their inventions, thereby bringing to light areas of innovation that may have previously lived in the shadows. In other words, patent law encourages public disclosure of technologies that are taboo—developed and practiced in secret, for reasons such as social approbation, illegality, or religious sanctity. To obtain a patent for a taboo technology, patentees must establish their legitimacy as innovators while navigating cultural norms that are hostile to their fields of innovation. …

The Reliability Response To Patent Law’S Ai Challenges, Arti K. Rai

Faculty Scholarship

Pervasive AI use adds newfound importance to longstanding debates over patent timing and reliability. Patent claims on speculative ideas generated by AI, or even the infusion of speculative AI-generated ideas into the public domain, may defeat patent incentives for more careful research. Although challenges that AI use poses for patent validity requirements like human inventorship and nonobviousness have received more attention, reliability is equally important.

Indeed, as this Article argues, the issues are linked. If requirements for inventorship and nonobviousness were adjusted to emphasize reliability, a human role could be preserved, and AI use would not necessarily threaten patents. Currently, …

Boden Lecture: Taxation Of Autonomous Artificial Intelligence, Reuven S. Avi-Yonah, Lucas Brasil Salama, Herbert Snitz, W. Robert Thomas

Articles

This Article proposes that tax can be a useful supplement to other measures to regulate Autonomous Artificial Intelligence (AAI) and limit its potential harmful effects. This proposal differs from command-and-control regulation of AAI along the lines of European Union legislation that may unduly limit the development of AAI. It also differs from existing proposals to tax AAI to generate revenue to help workers displaced by AAI programs, or to tax the data used by AAI The proposal is based on granting AAI programs like ChatGPT separate legal personhood, like corporate personhood, while incentivizing or requiring their corporate owner to place …

Deceptive Exploitation: Deepfakes, The Rights Of Publicity And Privacy, And Trademark Law, Michael D. Murray

Law Faculty Scholarly Articles

This article addresses the application of right of publicity, right of privacy, and trademark law to the problem of deepfakes. It will explore the routine and not so routine ways that personality and persona attributes are exploited in traditional privacy contexts and publicity contexts. It will also examine the use of First Amendment defenses in legal actions traditionally associated with the exploitation of celebrities, sports figures, and other persons under state law theories of name-image-likeness exploitation, as well as and federal trademark law theories of false endorsement and false designation of origin.

Part I provides an introduction and background to …

Best Kept Secret: The Hidden Health Costs Of Corporate Confidentiality, Cynthia M. Ho

Faculty Publications & Other Works

Although patents are well known to negatively impact health when drugs are unaffordable, trade secrets also harm health, and in more ways than patents. Patented drugs harm public health simply by temporarily increasing prices on treatments. Trade secrets, on the other hand, can not only increase treatment costs, but also hide knowledge needed for effective medical treatment. Also, because patents, but not trade secrets, have a limited term, patent health harms clearly terminate while trade secret harms do not. Moreover, the public may not even be fully aware of all trade secret health harms because trade secret information is, by …

From Myriad To Moderna: The Modern (Bio)Pharmaceutical Company, Ana Santos Rutschman

Faculty Publications

This Article examines the emergence of two modern pharmaceutical companies: Myriad and Moderna. After providing a brief background on each company, this Article contrasts them across the following areas: the technologies they have brought to market; their location; their start-up stages and the role that venture capital played in catalyzing their evolution from start-ups to large corporate structures; their relationships with other entities in the private sector, in academia and in the public sector; and their intellectual property and licensing strategies.

Re-Defining Direct Copyright Infringement In The Digital Age: The Shortcomings Of Abkco, Inc. V. Sagan's "Presses The Button" Standard, Shelby Mcswan

Buffalo Law Review

This Comment offers a broader reading of direct copyright infringement. The definition of a direct infringer must go beyond the person who “presses the button,” and extend to those who authorize, instruct, or force another to commit an act of infringement. A broader reading not only ensures that direct liability in copyright law is uniform with other areas of the law, but it also ensures that copyright law protects those who it was meant to protect and punishes those who are truly at fault. Part I of this Comment provides history and background information on the development of intellectual property …

Front Matter

SMU Science and Technology Law Review

No abstract provided.

Front Matter

SMU Science and Technology Law Review

No abstract provided.

Debugging The Trademark Laws Part Ii: Criminal Penalties For Trafficking In Counterfeit Microelectronics, Patricia E. Campbell

SMU Science and Technology Law Review

Counterfeit microelectronics have been a persistent problem in government and industry supply chains for many years. Counterfeit electronic parts (e.g., integrated circuits, transistors, capacitors) pose serious risks to human health and safety, harm the economy, and jeopardize national security. Trafficking in counterfeit goods and services was first criminalized in 1984, and Congress has acted on several occasions to increase the corresponding penalties. Nevertheless, the trade in counterfeit microelectronics continues to evolve to meet market demands, and relatively few criminal cases have been brought for trafficking in counterfeit microelectronics. While several factors may contribute to this apparent lack of enforcement, the …

The Artificial Intelligence Trolley Problem: Governance In The Post-Chevron World, James M. Cooper, Kashyap Kompella

SMU Science and Technology Law Review

This Essay addresses a growing Constitutional challenge in public governance: the increasing delegation of consequential decisions to algorithmic systems that encode value trade-offs between liberty and security, equity and efficiency, and expression and control, without visibility, legal justification, or institutional oversight. We view this hidden normative choice an example of the “Artificial Intelligence (AI) Trolley Problem.” Like the classic moral dilemma, it involves unavoidable sacrifices among competing goods. Unlike its philosophical counterpart, however, algorithmic trade-offs occur silently. They are embedded in data proxies, optimization logic, and model design, and insulated from scrutiny by claims of technical neutrality. This Essay argues …

Systemic Risk And The Social Contract, Kevin Frazier

SMU Science and Technology Law Review

The stability of the constitutional order turns, in part, on a stable economy and reliable advances in technology. Political order cannot withstand economic collapse or a massive technological failure. Such crises chip away at the collective will to adhere to the social contract because they indicate the government may not have the capacity to uphold its end of the bargain—protecting individual liberty from broad threats. “Unprecedented” economic downturns, however, have a precedent of emerging from the very deliberate decision of some actors to pursue extremely risky behavior in their self-interest at the expense of the public. Societal disruption from over-dependence …

Robot Regulators, Brian L. Frye

SMU Science and Technology Law Review

No abstract provided.

Willful Ignorance Or Embracing Ai To Find Prior Art? Uspto Misses The Mark, Henry H. Perritt Jr.

SMU Science and Technology Law Review

Artificial intelligence (AI) is frequently in the news. Policymakers and business executives must decide whether it is a revolutionary phenomenon, likely to overturn established enterprises and practices, or if it is a mere modest advancement in decades-old natural language capability over-advertised by Silicon Valley seeking the “next big thing” and hyped by reporters eager for the next byline. The patent office and the patent bar are not immune from the turmoil. The USPTO has issued several policies and inquiries related to the impact of AI on various aspects of patent prosecution. Most recent is a Request for Comments on the …

From Ambiguity To Overreach: The Ftc's Questionable Authority To Ban Non-Competes, Taylor Ray Pelton

Cybaris®

No abstract provided.

Patching The Cfaa So Researchers No Longer Pay, Joshua Baker

Cybaris®

No abstract provided.

A Fear Of Ideas? Social Media, Foreign Influence, And National Security In A New Era Of Great-Power Competition, Michael Park

Fordham Intellectual Property, Media and Entertainment Law Journal

The recent spate of legal restrictions on the use of TikTok and other foreign-controlled social media applications highlight concerns over personal data collection, but also how fears over the potential foreign influence of ideas from adversarial foreign governments—whether by propaganda, censorship, or disinformation—have re-emerged in the national security debate. Yet there are concerns that this new era of great power competition will be the basis for justifying overreaching speech regulations that hinder access to information and ideas under the aegis of national security. This work attempts to examine the recent enactment of speech restrictions or bans on foreign-controlled applications within …

Reevaluating Force Majeure Clauses In The Aftermath Of The Covid-19 Pandemic And Its Implications On The Entertainment Industry, Esther Animalu

Fordham Intellectual Property, Media and Entertainment Law Journal

No abstract provided.

Protecting What's Yours: Rights, Risks, And Realities In Ip And Entertainment, Fordham Iplj

Fordham Intellectual Property, Media and Entertainment Law Journal

No abstract provided.

The Right To (Digital) Identity, Sarah M. Snow

Fordham Intellectual Property, Media and Entertainment Law Journal

Identity verification is a prerequisite for full participation in modern society. Access to financial services, employment, housing, healthcare, education, and civic engagement all hinge on an individual’s ability to prove their identity. Millions of Americans—particularly marginalized groups—struggle with the rigid, bureaucratic, and often discriminatory processes of traditional identity verification systems. Without legally recognized identification, individuals are effectively excluded from economic and civic life. This Note argues that the ability to prove one’s identity is a protected interest. It proposes adoption of a federal Self-Sovereign Identity (SSI) as a legal and technological mechanism to guarantee all Americans have access to a …

Generative Ai Is Doomed, Eric Goldman

Marquette Intellectual Property & Innovation Law Review

Eric Goldman delivered this talk as the 2024 Nies Lecture at Marquette University School of Law, in Milwaukee, Wisconsin. The talk compares the recent proliferation of generative AI with the Internet’s proliferation in the mid-1990s. In each case, it was clear that the technology would have revolutionary but uncertain impacts on society. However, the public sentiments toward the two innovations have differed radically. The Internet arrived during a period of widespread techno-optimism, creating a regulatory environment that fostered the Internet’s growth. Generative AI, in contrast, has arrived during widespread techno-pessimism and following decades of conditioning about the dangers of “AI.” …

Beyond The Hype: The Use Of “Artificial Intelligence” In Healthcare And The Legal And Business Risks Associated With This New Technology, Greg Gulick

Marquette Intellectual Property & Innovation Law Review

None.

What Can Copyright Law Learn From Greek Tragedy?, Mira Moldawer

Marquette Intellectual Property & Innovation Law Review

None.

My Body, My Voice: Defining Vocal Identity Rights To Combat Ai-Generated Deception, Kamran Moos

Marquette Intellectual Property & Innovation Law Review

Kamran Moos emphasizes the growing risk of nonconsensual AI-generated voice misappropriation and suggests a novel legal framework to address the issue. Moos explains how AI models have made voice replication quick and easy, in some cases requiring only a two-second voice clip to produce a convincing audio recording. These AI-generated recordings can be used to carry out identity theft, misinformation, and commercial exploitation. Moos argues that current legal frameworks, such as the right of publicity, misappropriation, and copyright law, are inadequate to protect individuals from AI-generated voice misappropriation. He advocates for a new legal framework rooted in copyright and property …

Tech Addiction: The Legal Limits Of A Growing Concept, Haneen Abu Ghanem

Marquette Intellectual Property & Innovation Law Review

None.

Characters In Copyright Law: Extraordinary Rules For Ordinary Content, Robert F. Helfing

Marquette Intellectual Property & Innovation Law Review

Characters are a breed apart in copyright law. Only they have a special standard of creativity. Only they must have unique elements to qualify for protection. Only they are exempt from analysis as derivative works when they appear in multiple works, and only they are required to maintain consistent features in order to maintain protection previously earned. These and other idiosyncrasies do not follow naturally from precedent or statutory law, but operate heedless of and even contrary to legal authority.

This article shows that, after fifty years of undifferentiated treatment, the courts suddenly began to apply divergent rules to characters. …