Season 5, Episode 23. AI, IP, and the Public Good

Artificial intelligence is rapidly becoming central to areas such as public health, education, agriculture, and climate resilience. In this context, the role of the State is coming into sharper focus, particularly in how governments can shape innovation to serve broad social goals. Intellectual property frameworks, often seen as tools for exclusivity, are being repurposed to support inclusive access and public benefit.

This special episode of Intangiblia was recorded as part of my participation in the workshop “The Role of the State in Advancing Equitable Access to AI,” taking place in Oxford in September 2025. Organized by Sumaya Nur Adan and Joanna Wiaterek, and supported by the Future of Life Institute, the event brings together legal scholars, policymakers, and technologists to examine how States can ensure that the benefits of AI are equitably shared.

The episode explores five legal and policy mechanisms that are already influencing how AI is governed through intellectual property. It discusses Canada’s ongoing efforts to map and license Crown-owned patents under a broader national strategy. It examines Singapore’s copyright reforms, which have introduced clear legal exceptions to support AI model training. The conversation also includes examples of culturally aware AI development, such as the open-source Falcon model in the UAE and community-led Indigenous data initiatives in New Zealand. It looks at how public interest licensing and voluntary IP pools are evolving in fields beyond health, and how state-led initiatives, such as public procurement and open research mandates, are being used to align technological development with social needs.

The episode also reviews recent legal rulings in the United States that have tested the limits of fair use in AI training. These include the 2024 decision involving OpenAI, the 2025 dismissal of claims against Meta, and the Bartz v. Anthropic case presided over by Judge Alsup, which underscored the difference between statistical pattern recognition and direct reproduction of copyrighted works.

Rather than focusing solely on restrictions or incentives, the discussion emphasizes how IP law can serve as a strategic governance tool. By adapting legal frameworks to current challenges, States can guide AI innovation toward inclusive outcomes and help ensure that technological advancement remains aligned with the public good.

Felene Cayetano: Libraries, Authors, And The Caribbean Intangiblia™

What if the most reliable path for a Caribbean author isn’t a viral post or a distant platform, but a seat at the library table and a place in the classroom? We sit down with Feline Keetano—author, librarian, and filmmaker—to map the practical steps that move a book from a local print run into the hands of real readers. From legal deposit to cataloging, from national systems that buy for multiple branches to library-hosted readings that convert attention into sales, Feline shares a grounded playbook for turning craft into income.We dig into the realities of distribution across the Caribbean: why many self-published books sell better locally than to the diaspora, how offline relationships still beat algorithms, and why scouting brick-and-mortar bookstores remains essential. Feline explains how schools and curricula create predictable demand, and how authors can strengthen their proposals with discussion questions, teaching guides, and alignment to standards. Along the way, we unpack regional collaboration—Carefesta connections, rights organizations like CAROSA, and WhatsApp groups that keep authors, librarians, and small publishers in sync despite fragmented infrastructure.Feline also opens up about sustaining a creative life across mediums. Her films preserve Garifuna language and memory, while her writing safeguards family stories and local history. We explore how readings, residencies, and community programs can diversify income, build audience trust, and inspire young writers to see authorship as a viable career. If you’re an independent author, librarian, or small publisher looking for real tactics—from bulk purchases and events to curricula and regional rights—this conversation offers a clear, repeatable path forward.If this resonated, follow the show, share it with a writer who needs a boost, and leave a quick review to help more Caribbean stories find their readers.Send us Fan MailCheck out "Protection for the Inventive Mind" – available now on Amazon in print and Kindle formats.The views and opinions expressed (by the host and guest(s)) in this podcast are strictly their own and do not necessarily reflect the official policy or position of the entities with which they may be affiliated. This podcast should in no way be construed as promoting or criticizing any particular government policy, institutional position, private interest or commercial entity. Any content provided is for informational and educational purposes only.
  1. Felene Cayetano: Libraries, Authors, And The Caribbean
  2. Mikaela Taivassalo: Keeping Minority Languages Alive In A Digital Book World
  3. Season 8
  4. Playing Around INTA 2026: A Scenario Game for IP Lawyers
  5. Sports As IP Strategy

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