AI, Trademarks, and the Future of Professional Judgment

[AI, Trademarks, and the Future of Professional Judgment] I enjoyed the opportunity to take part in Mark to the Future: Predictions for AI’s Impacts on Trademark Practice, a timely conversation on how AI is reshaping trademark law in practice. Grateful to Alt Legal and Bri Van Til for convening the discussion, and to Jing He for the thoughtful cross-border perspective from China. We explored where AI is genuinely helping trademark professionals today, such as search, monitoring, enforcement, and where it still creates real risks, particularly around over-confidence, accountability, and the quiet shifting of professional judgment. One takeaway I keep returning to: AI is changing the structure of trademark practice more than the doctrine itself. The tools are probabilistic and continuous; the law remains contextual and human. That gap matters for lawyers, clients, and institutions tasked with assigning responsibility when things go wrong. These are exactly the conversations the trademark community needs to be having now, as AI becomes embedded not just in workflows, but in how risk is perceived and advice is given. Thanks to everyone who joined us, and to Alt Legal for creating space for a nuanced, comparative discussion.

Philly Penn State Dickinson Law Alum & Friends Reception

[Philly Penn State Dickinson Law Alum & Friends Reception] Delighted to join my colleagues to at the Penn State Dickinson Law alumni and friends reception at the Union League of Philadelphia. What made the evening special was not just the setting, but the conversation. Alumni spanning generations, friends of the Law School, and members of our broader community came together to reconnect, share stories, and reflect on how our work continues to evolve in a rapidly changing legal and professional landscape. These moments matter. They remind us that Dickinson Law is not just an institution, but a community built on relationships, shared values, and a deep commitment to service and leadership. The strength of that community is evident every time our alumni show up for one another and for the Law School. Grateful to everyone who joined us and helped make the evening such a success. I look forward to many more opportunities to gather, reconnect, and build what comes next together.

Interview with Competition Policy International EIC

[Interview with Competition Policy International EIC] I recently had the pleasure of speaking with Samuel Sadden, editor-in-chief of Competition Policy International, as part of CPI’s TechReg Talks series, on how generative AI is reshaping the relationship between copyright and antitrust law. Our conversation focused on why AI training at an industrial scale is forcing two traditionally distinct legal regimes to collide, raising novel copyright questions around data use and licensing, while simultaneously concentrating market power among a small number of vertically integrated firms. I also discussed why antitrust should not be used as a proxy for unresolved copyright disputes, and why competition intervention should remain grounded in demonstrable exclusionary conduct rather than scale alone. Grateful to CPI for the invitation and for creating a forum that brings scholars, policymakers, and practitioners into dialogue on the regulatory challenges posed by emerging technologies. Press release: https://lnkd.in/g4rESnT9 Recap: https://hubs.ly/Q03YXZ-70

“Determinants of Socially Responsible AI Governance,” 1 of 13 standout pieces on Scholastica

["Determinants of Socially Responsible AI Governance,” 1 of 13 standout pieces on Scholastica] Grateful to Scholastica for highlighting my article, “Determinants of Socially Responsible AI Governance,” as one of thirteen standout pieces in its 2025 lookback on leading trends in legal scholarship. The article develops a justice- and equity-centered framework for AI governance, using justice, equity, and the rule of law as core yardsticks for evaluating AI systems from development through deployment. It examines how AI can expand access to justice for marginalized communities while also entrenching inequality through biased data, opaque design choices, and governance gaps. Drawing on comparative analysis across the United States, European Union, China, and Singapore, the article shows how different regulatory models balance innovation, transparency, and accountability and argues for proactive, risk-based governance that embeds equity by design rather than relying on after-the-fact correction. I am thankful to Penn State Dickinson Law for its continued support of interdisciplinary and policy-engaged research, and to the Duke Law and Technology Review editors, readers and the scholarly community whose engagement continues to sharpen this work. https://dickinsonlaw.psu.edu/news/associate-dean-daryl-lims-article-highlighted-by-scholastica

Concurrences Antitrust Writing Awards Nomination

[Concurrences Antitrust Writing Awards Nomination]  Honored to share that my article, “The Antitrust-Copyright Interface in the Age of Generative AI,” co-authored with Peter K. Yu, has been nominated for the 2026 Antitrust Writing Awards (Intellectual Property). The piece examines how antitrust and copyright intersect in governing generative AI, focusing on market power, access to training data, licensing, and the competitive consequences of copyright enforcement. These questions are increasingly central to how we think about innovation, competition, and regulation in the AI era. I am grateful to Concurrences and the international academic and practitioner community behind the Antitrust Writing Awards for this recognition, and to Penn State Dickinson Law, under the leadership of Dean Danielle Conway, for its continued support of interdisciplinary, policy-engaged scholarship. And of course, thanks to Peter, without whose encouragement to write the piece and his willingness to co-write it with me, none of this would have been possible.

PLI Global Spotlight: Latin America

[PLI Global IP Spotlight: Latin America} Delighted to moderate PLI Global IP Spotlight on Latin America and to learn from an outstanding group of panelists. Many thanks to Carlos R. Olarte, Hector Ariel Manoff, Rob Rodrigues DePinho, Judge Caroline Tauk, Victoria Garcia, and Laura Ángel Jaramillo for a rich, candid, and deeply comparative discussion spanning AI, trademarks, pharma, and the rapidly evolving SEP landscape across the region. The depth of insight and practical perspective each of you brought made for a truly engaging session. My thanks as well to the terrific PLI team: Kenneth Min, Malik LeGare, Jasmine Armstrong, and Lisa Garcia, for the excellent organization and behind-the-scenes support that made everything run so smoothly. These cross-border conversations underscore just how dynamic and strategically important Latin American IP systems have become for global practitioners. The episode should drop in February. In the meantime, here's a catalogue of other recent Global IP Spotlight episodes: https://www.pli.edu/faculty/daryl-lim-i2078149

Tribute: John Marshall Dean John Corkery

[Tribute: John Marshall Dean John Corkery] This week, I attended the memorial service for John Corkery, former Dean of The John Marshall Law School. Together with those on the faculty who became my colleagues, John hired me for my first tenure-track position. That single decision changed the trajectory of my career. As a young scholar, being offered a first academic home matters enormously. John understood that. He also went further. While I was still pre-tenure, he requested I be the Director of the school’s flagship intellectual property center, an institution that was then nearly 80 years old and globally respected. I strove daily to be a good steward of his trust. John made the personal effort to show up, to attend programs, to support the work, and to signal publicly that junior faculty and their ideas mattered. Leadership, for him, was consistent and personal. I have been blessed to have good deans like him all through my career. It was great reconnecting with former colleagues, some of whom, like me, had since left Chicago and returned this week to honor John together with his family. That reunion spoke volumes about the reach of his influence and the community he helped build. Many of us bear similar stories, often unspoken, to leaders who opened doors at precisely the moment it mattered most. John lived a life well. Rest in peace, Dean Corkery. Rest in peace, John.

Profiles in Leadership: SMU Law Dean Lee Pey Woan

[Profiles in Leadership: The SMU Way] In 2024, Dean Pey Woan Lee and her colleagues at the SMU Yong Pung How School of Law graciously hosted the Penn State Dickinson Law delegation during our visit to Singapore. This year, we reconnected in Singapore and China. I’m grateful she accepted our invitation to join me for this Profiles in Leadership conversation. Dean Lee’s story highlights conviction, collaboration, and values put into action. She reflects on: -Formative mentorships and the role of early role models - SMU Law’s strategic identity and commitment to future-ready graduates - Leadership grounded in service, transparency, and trust - Leading change through AI-era curriculum shifts - Lessons from COVID on interactive pedagogy - Building international mooting success through community and standards - Two-way mentorship across generations - A relationship-first philosophy for alumni and fundraising Tune in to hear her insights on resilience, making difficult decisions, and building meaningful partnerships. Episode here: https://www.youtube.com/watch?v=oWZrrkHGev0&t=1s Full list of episodes here: https://dickinsonlaw.psu.edu/profiles-in-leadership  

A Preview of Hunter v. United States, No. 24-1063 (U.S. Supreme Court)

[A Preview of Hunter v. United States, No. 24-1063 (U.S. Supreme Court)] This week, our community had the privilege of hearing from Professor Brent Newton, Practitioner in Residence at Penn State Dickinson Law, on the U.S. Supreme Court’s recent grant of certiorari in Hunter v. United States, No. 24-1063. As one of the attorneys for the petitioner, Professor Newton provided a rare, behind-the-scenes glimpse into a case that could have far-reaching implications for the federal criminal justice system. The Court will consider the enforceability of waiver-of-appeal provisions in federal plea agreements. It is an issue that affects numerous defendants, as 98% of federal felony convictions arise from guilty pleas. We are fortunate to have scholars and practitioners like Brent enriching our community and making meaningful contributions to national conversations on justice and fairness.

Global Conversation on AI & Copyright @berkeleylaw

[Global Conversation on AI & Copyright @berkeleylaw] Delighted to moderate the panel on “Copyright Infringement and the Fair Use Defense” at UC Berkeley’s IP and Human Creativity in the AI Age: A Global Conversation. The conference brought together voices from Google, Anthropic, academia, and the judiciary to compare how courts and policymakers in the United States, Europe, Korea, and China are confronting the emerging challenges of generative AI. We examined foundational questions around training data and outputs, early judicial rulings, collective licensing, and the technical realities that complicate traditional copyright analysis. My thanks to Rob Merges, Hao Yuan, and their team for convening a thoughtful and global program. Penn State Dickinson Law’s presence at this convening reflects our commitment to comparative, cross-border conversations at the intersection of law, technology, and policy.