Volume 28, Issue 1
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A Speaker-Based Approach to Content Moderation: The Case of Livestreaming
October 2025 | Maayan Perel | Article | This Article proposes a speaker-based approach to livestreaming moderation. Beyond the current one-size-fits-all-users approach, it suggests leveraging Machine Learning (ML) and AI to personalize the general optimization function of AI-based filtering models, and tailor it to the specific characteristics of the account holders, including their preferences, interests, and past digital activity. Indeed, advanced predictive capabilities are already exploited by social media platforms for content curation purposes, to match content to users, and maximize platforms’ revenues. Accordingly, under the proposed approach, potentially violent users should be subject to stricter moderation thresholds, while non-violent speakers could face more lenient thresholds. This nuanced approach to content moderation could enhance the integrity of livestreams, ensuring that livestreams that foster democratic discourse and informed citizenship outweigh harmful and unlawful streams. real-time nature challenges existing filtering techniques that are mainly designed to address prerecorded content.
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Metaphysical Quandary of Synthetic Media Transparency
October 2025 | Darrell G. Mottley | Article | This Article advocates for the rights of artists and content creators to maintain confidentiality regarding the presence of AI-generated elements in their creative work. As the field of AI-generated media rapidly evolves, this Article advocates for democratizing AI-assisted digital output by establishing a sui generis framework that will counter government efforts to categorize such content. The sui generis framework proposes that individuals should not be obligated to reveal whether their creations incorporate outputs generated by artificial intelligence, allowing them more creative freedom and personal autonomy over their creative processes. Furthermore, the Article examines the role of transparency in AI-generated works for consumers and explores the impact of technology on creator rights and intellectual property.
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Student-Athletes, Universities, and Society: Balancing the Symbiosis
October 2025 | Casey Faucon | Article | This Article argues that student-athlete, NIL leveraged business ownership and creation is a means to balance the long-term goals and needs of the student-athletes, the universities, and consumers of college sports. First, the promotion of student-athlete business ownership and creation embraces the rights restorative framework benefitting student-athletes. Second, universities can fulfill their educational and development missions and remain financially and athletically competitive. Third, promoting student-athlete business ownership and creation embraces the role of consumers in this symbiotic relationship and can have the larger, spillover effect of contributing to regional economic development in America’s unique college towns.
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Private Equity’s Viable Path to College Athletics Investment: Potential Entity Mechanisms and Antitrust Considerations
October 2025 | Michael Ilg | Note | This Note analyzes the decision between a single entity structure and joint venture seen in most professional sports leagues in the United States. Based on the entity formation and antitrust considerations, the most viable option for private investment is a full buyout leading to the league operating as a joint venture with traditional sports league collective bargaining.
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Minors or Miners? Analyzing Compensation of User-Generated Content Under the Fair Labor Standards Act
October 2025 | J. Clayton Eaton | Note | This Note argues that the current landscape of labor and content regulation is ill-suited to address the realities of virtual economies comprised of user-generated goods and services. Next, this Note proposes adapting and repurposing an archaic provision of the Fair Labor Standards Act to protect young creators in the modern, digital age and ensure that the compensation structures treat creators more fairly.
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The Public Health Cost of Online Behavioral Targeting
October 2025 | Arthi Annadurai | Note | This Note proposes the establishment of state regulatory agencies to enforce stricter informed consent rules, similar to those used in human subjects research, in order to protect vulnerable health app users while also preserving the marketing efficiency created by online behavior targeting techniques. These rules would require clear and accessible disclosures about how data is used, modeled after the stringent consent requirements in human subjects research, and ensure that consumers understand the potential risks to their health.