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.

Zodiac Season, Litigation Rising Intangiblia™

Can you copyright a horoscope, enhance a century-old tarot deck and claim protection, or assign your stage name and lose it in court? We open the year by charting the legal sky where creativity, belief, and branding intersect—and sometimes collide. From a syndicated astrologer’s claim that near-identical forecasts kept running without a license, to a software company’s short-lived effort to assert control over historical time zone data, we unpack the crucial line between ideas and expression, facts and creativity, public domain and protectable derivative work.We also step into the studio with the icons. The Walter Mercado saga reveals how a personal brand can be transformed into a trademark owned by someone else, with lasting consequences for the artist behind it. Along the way, we explore what separates simple restoration from original creativity in tarot publishing, why databases of raw facts remain free for all, and how small wording choices in daily horoscopes can carry real legal weight. The thread tying it all together: the cosmos is shared; the way we package it is not.Expect practical takeaways for creators, publishers, and entrepreneurs: register original writing, document design decisions, start from public-domain sources rather than competitors’ upgrades, and read every clause before assigning names, logos, or likenesses. If you’re building an astrology app, launching a zodiac product line, or reviving classic esoteric art, this deep dive will help you navigate trademarks, copyrights, and contracts without dimming your creative light.Enjoy the episode? Follow the show, share it with a friend who loves law or the stars, and leave a quick review to help others find us. What boundary do you think should exist between shared culture and private ownership? Tell us—your take might shape a future episode.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.
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  5. Vlada Mentink – Lean, Smart, and Automated: The Entrepreneur’s Guide to Working with AI

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