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.

What Kind of Negotiator Are You, Really? – Intangiblia™

You can walk into a negotiation thinking you only need a number, a percentage, a quick yes. Then it turns into a psychological chess match where “standard terms” and sudden urgency start rewriting the value of what you built. We step back and treat negotiation the way innovators and creators need to treat it: as a moment where strategy, judgment, and intellectual property protection collide.We share a simple framework from Protection for the Inventive Mind that turns messy deal conversations into something you can actually navigate. We explain the five negotiation hats and when to wear each one: Chef Hat preparation so you know your floor and non-negotiables before anyone tests them, Top Hat positioning so your invention, brand, design, or know-how lands as commercial impact, Winter Hat flexibility so you can restructure terms without collapsing, Beach Hat communication so the tone stays productive, and Police Hat defense so you can slow down, question vagueness, and catch hidden risk in “boilerplate” contract language.Then we get personal and practical: what happens when pressure enters the room. We walk through five negotiation styles competitive, collaborative, accommodating, avoiding, and analytical and show how each can win the moment or lose the deal if you rely on it blindly. The goal is not a new personality. It’s a better ability to choose your approach in licensing negotiations, partnership talks, investor conversations, and IP agreements.If this helps you, subscribe, share it with someone heading into a deal, and leave a review so more creators can negotiate with clarity and protect what they’ve built.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.

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