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.

Jean Marc Seigneur – In Trust We Build: Designing the Future of Digital Reputation Intangiblia™

What if your glasses could spot a deepfake before your gut does? We sit down with Jean Marc Seigneur, a veteran researcher of decentralized trust, to map where security failed, where it’s catching up, and how proof—not vibes—will anchor the next decade of digital life. From central bank digital currencies to NFTs that carry qualified electronic signatures, we unpack how legal recognition and cryptography can finally meet in the middle, turning tokens into enforceable rights and payments into reliable public infrastructure.We also go beyond buzzwords to the missing pieces: education and design. Friendly apps hide sharp edges, so we talk about why countries need their own experts, not just imported tech, and how wallets must evolve with safer recovery, better defaults, and interfaces that explain risk without slowing you down. AI raises the stakes, so we explore signed videos, verifiable identities, and provenance trails that help you tell a real voice from a cloned one at a glance. Reputation won’t live on a web page for long; it’s moving into the physical world as augmented overlays that can help or harm depending on what they reveal and to whom.Bias won’t vanish either, because human trust is social and local. We discuss how to balance peer signals with regulators’ oversight, why transparency about AI use will give way to tracking human effort, and what a time-based “work token” could add to creative markets. The red thread across it all—payments, NFTs, augmented humans, and AI media—is simple and demanding: protect freedom while proving claims. If we want technology that empowers rather than deceives, we have to design, debate, and defend the trust layer itself.Enjoy the conversation? Subscribe, share with a friend who cares about digital trust, and leave a review to help more curious minds find the show.Send us a textCheck 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. Jean Marc Seigneur – In Trust We Build: Designing the Future of Digital Reputation
  2. Vlada Mentink – Lean, Smart, and Automated: The Entrepreneur’s Guide to Working with AI
  3. Heidrun Wechter-Essig – The Board Whisperer: Power, Pivots, and Playing the Long Game
  4. Anna Aseeva – Sustainable by Code: Rethinking Tech Governance from IP to AI
  5. Vipin Saroha – Beyond the Dashboard: How Data and AI Are Rewiring Public Value

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