Policy Prompt

Why do some empires grow and others collapse? Is collapse inevitable, or can the goalposts move at the rate of experimentation? And is data collection or artificial intelligence the final frontier? Either way, progress isn’t linear; rules and regulations are both the strengths and weaknesses of today’s evolving empires. We may or may not be seeing a new iteration of the computer revolution. Paul and Vass are joined by Carl Benedikt Frey: economist, author and Dieter Schwarz Associate Professor of AI & Work at the Oxford Internet Institute, in this episode of Policy Prompt. They explore what pushes progress in a nation, how AI differs from previous technological breakthroughs, and how room to grow is dependent on room to experiment. Mentioned: Decentralization: Wikipedia Comparison of the electric vehicle industry in China and the US: ResearchGate Anti-trust laws: Wikipedia Exposure: NIST Harmonization of standards: Wikipedia Some Simple Economics of AGI: arXiv Further Reading: Carl Benedikt Frey bio: Wikipedia How Progress Ends: Technology, Innovation, and the Fate of Nations (Princeton University Press, 2025): Princeton University Press Policy Prompt is produced by Vass Bednar and Paul Samson. Our supervising producer is Tim Lewis, with technical production by Henry Daemen and Luke McKee. Show notes are prepared by Rebecca MacIntyre, Libza Manna and Isabel Neufeld, who also handles social media engagement, brand design and episode artwork by Abhilasha Dewan and Sami Chouhdary, with creative direction from Som Tsoi. Original music by Joshua Snethlage. Sound mix and mastering by François Goudreault. Be sure to follow us on social media. X: @_policyprompt IG: @cigionline Listen to new episodes of Policy Prompt on all major podcast platforms. Questions, comments or suggestions? Reach out to CIGI’s Policy Prompt team at info@policyprompt.io CENTRE FOR INTERNATIONAL GOVERNANCE INNOVATION

Power over sports is power over people, power over passion. Worldwide, there is no stronger sports phenomenon than football. So when you see your team, your favourite player, sporting a brand name on their uniform, particularly a brand associated with a world power (such as Arsenal and Real Madrid united by partnerships with Emirates), or with addictive products like gambling, that’s not neutral marketing. You're seeing an outright soft power flex. Vass Bednar is joined by Joey D’Urso in this timely Policy Prompt episode where they discuss the reality of active geopolitics in the beautiful game. Joey is a journalist with a career focus on football (soccer) and politics, and he’s the author of More Than A Shirt: How Football Shirts Explain Global Politics, Money and Power (Seven Dials, 2025). Mentioned: Ronald Reagan’s Proclamation 5606, National Women in Sports Day: Reagan Library Title IX, Richard Nixon’s amendment against the discrimination on the basis of sex in sport: Time Real Madrid’s long-standing partnership with Emirates: Real Madrid Arsenal’s partnership with Emirates: Arsenal Sportswashing: Wikipedia Premier League clubs banning sports gambling logos from uniforms in 2026–27: The Guardian Gambling companies circumventing advertising ban: BBC Saudi Arabia’s 80% stake purchase of Newcastle United F.C. in 2021: Wikipedia US sanctions Colombia soccer club for crime ties: Insight Crime Aston Villa supports Acorns, children’s hospice: Acorns Football teams owned by Red Bull: Wikipedia Further Reading: More Than A Shirt: How Football Shirts Explain Global Politics, Finance and Power (Seven Dials, 2025): Goodreads Joey D’Urso bio: North Bank Talent Policy Prompt is produced by Vass Bednar and Paul Samson. Our supervising producer is Tim Lewis, with technical production by Henry Daemen and Luke McKee. Show notes are prepared by Rebecca MacIntyre, Libza Manna and Isabel Neufeld, who also handles social media engagement, brand design and episode artwork by Abhilasha Dewan and Sami Chouhdary, with creative direction from Som Tsoi. Original music by Joshua Snethlage. Sound mix and mastering by François Goudreault. Be sure to follow us on social media. X: @_policyprompt IG: @cigionline Listen to new episodes of Policy Prompt on all major podcast platforms. Questions, comments or suggestions? Reach out to CIGI’s Policy Prompt team at info@policyprompt.io CENTRE FOR INTERNATIONAL GOVERNANCE INNOVATION

Dominance on the global stage doesn’t look the same as it once did, and some nations are only figuring that out as others are rewriting the rules out from under them. Global trade has suffered under tariffs, but not always in the expected ways. China has locked down its emergent technology, but nations around the globe rely on its resources still. The Strait of Hormuz remains a very real structural chokepoint for the whole world, and efforts to leverage power around it have not guaranteed outcomes for anyone. Any tactic in a nation’s plans for navigating these seismic global shifts could have unintended consequences. This episode features Chad P. Bown and Soumaya Keynes, authors of the recently released How to Win a Trade War (Simon & Schuster, 2026). Chad is the Reginald Jones Senior Fellow at the Peterson Institute for International Economics and an expert on political economy of international trade policy. Soumaya is an economics columnist at the Financial Times, and she's focused her research on the US economy and the trade policies of Donald Trump’s first presidency. They discuss the modern playing field of trade wars, policies and tactics that are shaping global operations today. Mentioned: US imports from China fell in 2025: Peterson Institute for International Economics Apple pivoting to Indian manufacturers for iPhones: Reuters Strait of Hormuz crisis: [Wikipedia] ( https://en.wikipedia.org/wiki/2026_Strait_of_Hormuz_crisis#:~:text=The%20largest%2Dever%20monthly%20increase,of%20the%20world%20oil%20market ) China restricting technology exports: Reuters China’s rare earth mineral export restrictions: CSIS Comprehensive and Progressive Agreement for Trans-Pacific Partnership (CPTPP): Government of Canada Liberation Day: Wikipedia Chinese electric vehicles in the EU: CEPA US tariffs on Canadian aluminum: PWC Further Reading: Chad P. Bown biography: Peterson Institute for International Economics Soumaya Keynes biography: Wikipedia How to Win a Trade War (Simon & Schuster, 2026): Simon & Schuster Timeline of US tariffs and their impacts: taxfoundation.org Credits: Policy Prompt is produced by Vass Bednar and Paul Samson. Our supervising producer is Tim Lewis, with technical production by Henry Daemen and Luke McKee. Show notes are prepared by Rebecca MacIntyre, Libza Manna and Isabel Neufeld, who also handles social media engagement, brand design and episode artwork by Abhilasha Dewan and Sami Chouhdary, with creative direction from Som Tsoi. Original music by Joshua Snethlage. Sound mix and mastering by François Goudreault. Be sure to follow us on social media. X: @_policyprompt IG: @cigionline Listen to new episodes of Policy Prompt on all major podcast platforms. Questions, comments or suggestions? Reach out to CIGI’s Policy Prompt team at info@policyprompt.io CENTRE FOR INTERNATIONAL GOVERNANCE INNOVATION

AI governance is not a one-note issue. It spans geopolitics, science, philosophy, sociology, and as it grows and impacts more aspects of human governance and decision making, so does its span. Unlike the Space Race, there’s little reason for international actors to limit collaboration, given the intangible nature of this progress and its broad reach into so many aspects of our lives across the globe. What stags are we missing by limiting ourselves to hunting rabbits? Paul and Vass are joined by Boris Babic and Brian Wong of the University of Hong Kong to discuss the intersection of governance, philosophy, physics and more to tackle today’s beast of AI. Touching on both responsibilities and freedoms of governments and private actors, they open a window to a world in which AI advancements are shared and grown, not kept under lock and key to wither without sunlight. Mentioned: Supranational organizations: archive.unescwa.org/supranational-organizations “Raising the lobster”: sinicapodcast.com/p/raising-the-lobster-phrase-of-the Iris Marion Young: cambridge.org/core/books/abs/cambridge-habermas-lexicon/iris-marion-young OpenClaw AI: openclaw.ai/ The Space Race: wikipedia.org/wiki/Space_Race NeurIPS: neurips.cc/ NeurIPS US-sanctioned contributors ban (and reversal): reuters.com/world/china/china-boycotts-top-ai-conference-after-ban-papers-us-sanctioned-entities-2026-03-27/ Stag Hunt in game theory: wikipedia.org/wiki/Stag_hunt Nash equilibrium: wikipedia.org/wiki/Nash_equilibrium Mark Carney’s speech at the World Economic Forum: youtube.com/watch?v=sFBkNX1-cbg Brussels strategic roadmap for digitalisation and AI in energy: data.consilium.europa.eu/doc/document/WK-16692-2025-INIT/en/pdf Kenya Artificial Intelligence Strategy: ict.go.ke/sites/default/files/2025-03/Kenya The Three-Body Problem, novel by Liu Cixin: wikipedia.org/wiki/The_Three-Body_Problem_(novel) Further Reading: Boris Babic: borisbabic.com/ Brian Wong: cccw.hku.hk/team/brian-wong/ Credits: Policy Prompt is produced by Vass Bednar and Paul Samson. Our supervising producer is Tim Lewis, with technical production by Henry Daemen and Luke McKee. Show notes are prepared by Rebecca MacIntyre, Libza Manna and Isabel Neufeld, who also handles social media engagement, brand design and episode artwork by Abhilasha Dewan and Sami Chouhdary, with creative direction from Som Tsoi. Original music by Joshua Snethlage. Sound mix and mastering by François Goudreault. Be sure to follow us on social media. X: @_policyprompt IG: @cigionline Listen to new episodes of Policy Prompt on all major podcast platforms. Questions, comments or suggestions? Reach out to CIGI’s Policy Prompt team at info@policyprompt.io CENTRE FOR INTERNATIONAL GOVERNANCE INNOVATION

It’s easy to forget that everything in our lives that’s not strictly natural has been manufactured. That manufacturing incorporates elements from around the world, elements that had been designed, harvested, synthesized, shipped, assembled, shipped again to meet you. This system is remarkably efficient and ridiculously cheap, but that’s come at a cost. Our highly convenient world stands on toothpick-thin struts. How can we design it better? In this episode of Policy Prompt, Paul and Vass are joined by Tim Minshall, inaugural Dr John C Taylor Professor of Innovation at the University of Cambridge, Head of the Institute for Manufacturing (IfM), Head of the IfM’s Centre for Technology Management and a Fellow of Churchill Co. Together, they explore the reality of today’s manufacturing, the fragility of the supply chains we take for granted, and how a better world can be manufactured. Mentioned: Friction-maxxing: wikipedia.org/wiki/Friction-maxxing Institute for manufacturing: ifm.eng.cam.ac.uk/ COVID-19 toilet paper crisis: statcan.gc.ca/o1/en/plus/7899-great-toilet-paper-scare-2020 Mercantilism: wikipedia.org/wiki/Mercantilism Supply chains: wikipedia.org/wiki/Supply_chain 2021 blockage of the Suez Canal: wikipedia.org/wiki/2021_Suez_Canal_obstruction Magic Eye pictures: wikipedia.org/wiki/Magic_Eye Critical minerals: wikipedia.org/wiki/Critical_raw_materials Decarbonization: news.climate.columbia.edu/2022/04/22/what-is-decarbonization-and-how-do-we-make-it-happen/ Liberation Day and tariffs: wikipedia.org/wiki/Liberation_Day_tariffs USMCA review in 2026: csis.org/analysis/usmca-review-2026 Redundancy: wikipedia.org/wiki/Redundancy Further Reading: Tim Minshall bio: ifm.eng.cam.ac.uk/people/thwm100/ How Things Are Made: A Journey Through the Hidden World of Manufacturing (Ecco, 2025) by Tim Minshall: indigo.ca/en-ca/how-things-are-made-a-journey-through-the-hidden-world-of-manufacturing/9780063434653.html Your Life Is Manufactured: How We Make Things, Why It Matters and How We Can Do It Better (Faber & Faber, 2025) by Tim Minshall, shortlisted for the Royal Society Science Book Prize in 2025: royalsociety.org/medals-and-prizes/science-book-prize/books/2025/your-life-is-manufactured/ Credits: Policy Prompt is produced by Vass Bednar and Paul Samson. Our supervising producer is Tim Lewis, with technical production by Henry Daemen and Luke McKee. Show notes are prepared by Rebecca MacIntyre, Libza Manna and Isabel Neufeld, who also handles social media engagement, brand design and episode artwork by Abhilasha Dewan and Sami Chouhdary, with creative direction from Som Tsoi. Original music by Joshua Snethlage. Sound mix and mastering by François Goudreault. Be sure to follow us on social media. X: @_policyprompt IG: @cigionline Listen to new episodes of Policy Prompt on all major podcast platforms. Questions, comments or suggestions? Reach out to CIGI’s Policy Prompt team at info@policyprompt.io CENTRE FOR INTERNATIONAL GOVERNANCE INNOVATION

Today’s world is more convenient than it has ever been in history. It can take fewer than five discrete actions to have most anything delivered right to your door, and you don’t even have to get up from your chair. But in our world becoming so comfortable, so convenient, we must ask the question: What are we losing? In this special episode, Vass is joined by Tim Wu, a preeminent legal scholar and former Special Assistant to the President for Technology and Competition Policy at the United States, in a live conversation recorded at Hot Docs in Toronto, in November 2025. The discussion was anchored on Tim’s latest book, The Age of Extraction: How Tech Platforms Conquered the Economy and Threaten Our Future Prosperity (Knopf, 2025), which illuminates how we can reclaim control and create a balanced economy that works for everyone in a modern world where tech platforms have been permitted to run rampant in their own self-interest under the guise of free innovation. We regulated electricity when it became clear it would change the world; why not today’s disruptive tech? Mentioned: Human Potential Movement: spreadgreatideas.org/glossary/human-potential-movement/ Clay Shirky: shirky.com/ Raffi’s Bananaphone: wikipedia.org/wiki/Bananaphone Amazon sellers bidding for top spots in results: aihello.com/resources/blog/amazon-ppc-bidding/ Lina M. Khan, former commissioner of the FTC: ftc.gov/about-ftc/commissioners-staff/lina-m-khan History of nursing homes: share.google/G1faVin0hpjK5p5pS Canadian 2025 budget: budget.canada.ca/2025/home-accueil-en.html Economic gardening: kauffman.org/resources/policy/economic-gardening/ Democracy in decline worldwide: en.ara.cat/politics/democracy-in-decline-72-of-the-world-s-population-lives-in-autocracies_1_5352060.html Hugo Chavez launching monetary support for Venezuelan children living in poverty in 2011: reuters.com/article/business/healthcare-pharmaceuticals/chavez-launches-cash-giveaway-for-poor-venezuela-kids-idUSTRE7BB1C8/ Further Reading: Tim Wu biography: timwu.net/ The Age of Extraction: How Tech Platforms Conquered the Economy and Threaten Our Future Prosperity (Knopf, 2025): penguinrandomhouse.com/books/691177/the-age-of-extraction-by-tim-wu/ Agency decay from AI usage: cigionline.org/articles/the-silent-erosion-how-ais-helping-hand-weakens-our-mental-grip/ Credits: Policy Prompt is produced by Vass Bednar and Paul Samson. Our supervising producer is Tim Lewis, with technical production by Henry Daemen and Luke McKee. Show notes are prepared by Rebecca MacIntyre, Libza Manna and Isabel Neufeld, who also handles social media engagement, brand design and episode artwork by Abhilasha Dewan and Sami Chouhdary, with creative direction from Som Tsoi. Original music by Joshua Snethlage. Sound mix and mastering by François Goudreault. Be sure to follow us on social media. X: @_policyprompt IG: @cigionline Listen to new episodes of Policy Prompt on all major podcast platforms. Questions, comments or suggestions? Reach out to CIGI’s Policy Prompt team at info@policyprompt.io CENTRE FOR INTERNATIONAL GOVERNANCE INNOVATION

Ever since the ancient Athenians first attempted a democratic approach to governance, nations worldwide have been attempting to perfect it. Some things we’ve gotten right; for instance, many nations have decided that the Athenians’ exclusion of many groups of people was not conducive to democracy, and instead have elected to include all people, not just men who owned land. But we’ve oftentimes gotten things wrong, too. How can we reinvent democracy, given what we know now? In this episode of Policy Prompt , Paul and Vass welcome James Bacchus, a former member of the US Congress, a founding judge, twice chairman and chief judge of the Appellate Body at the World Trade Organization in Geneva, director of the Center for Global Economic and Environmental Opportunity at the University of Central Florida, CIGI senior fellow, and much more, to discuss how a true global democracy could be formed, one that accurately represents all nations and that dutifully involves all humankind. Many of us are quite removed from the “democratic” proceedings of our nations. What if we had the right to participate? Mentioned: Chinese coal plants: apnews.com/article/china-coal-solar-climate-carbon-emissions-242abe76eb69f5a362e977de74ff3254 8 The Economist Democracy Index: en.wikipedia.org/wiki/The_Economist_Democracy_Index Gerrymandering: en.wikipedia.org/wiki/Gerrymandering#:~:text=Gerrymandering%2C%20 Participatory Democracy: www.govocal.com/blog/what-is-participatory-democracy Sortition, the “jury duty” system: en.wikipedia.org/wiki/Sortition The Pnyx, an important site in the creation of democracy: en.wikipedia.org/wiki/Pnyx Athenian Democracy: en.wikipedia.org/wiki/Athenian_democracy “Living Democracy,” a philosophy of John Dewey: share.google/qXy5uA1tEdqhZowtl Food shortages in Central Florida due to government shutdown mynews13.com/fl/orlando/news/2025/10/15/central-florida-food-banks-step-up-as-government-shutdown-impacts-families Further Reading: James Bacchus bio: cigionline.org/people/james-bacchus/ James Bacchus books: google.ca/search?sca_esv=4ee06a5b294f010f&hl=en&q=inauthor:%22James+Bacchus%22&udm=36 Credits: Policy Prompt is produced by Vass Bednar and Paul Samson. Our supervising producer is Tim Lewis, with technical production by Henry Daemen and Luke McKee. Show notes are prepared by Rebecca MacIntyre, Libza Manna and Isabel Neufeld, who also handles social media engagement, brand design and episode artwork by Abhilasha Dewan and Sami Chouhdary, with creative direction from Som Tsoi. Original music by Joshua Snethlage. Sound mix and mastering by François Goudreault. Be sure to follow us on social media. X: @_policyprompt IG: @cigionline Listen to new episodes of Policy Prompt on all major podcast platforms. Questions, comments or suggestions? Reach out to CIGI’s Policy Prompt team at info@policyprompt.io CENTRE FOR INTERNATIONAL GOVERNANCE INNOVATION

The playing field for modern scams is bigger than ever. Entire guarded compounds are dedicated to online and phone fraud, and the network of influence and intimidation these organizations hold grows daily, facilitated by emerging technology such as artificial intelligence and mass automation. An epicentre has emerged in East and Southeast Asia; Cambodia, Myanmar, Laos, Vietnam, China and more are both sources and victims of organized scams. Local governments have been cracking down to an extent, but this hydra has heads at all levels of public influence — a stronger, more coordinated approach is needed to conquer this beast. This episode features experts Mark Bo and Ivan Franceschini in conversation with Paul on the scam industry and its victims, how organized scam syndicates can start to take over local economies through corruption and human trafficking, and what most people misunderstand about how these organizations operate. Based in East and Southeast Asia for two decades, Mark is a researcher who utilizes his background in corporate and financial mapping to investigate Asia’s online gambling, fraud, and money laundering industries. Ivan, a lecturer in Chinese Studies at the Centre for Contemporary Chinese Studies, Asia Institute, focuses his research on globalization, labour, and the evolving dynamics of crime in the digital age, particularly on the cyber-fraud industry. Mentioned: Sihanoukville, Cambodia: https://www.britannica.com/place/Sihanoukville Pig butchering scam - a common crypto investment scheme: https://dfpi.ca.gov/news/insights/pig-butchering-how-to-spot-and-report-the-scam/#:~:text=Pig%20butchering%20is%20an%20investment,exchange%20to%20purchase%20crypto%20assets . Scam centres in Cambodia: https://en.wikipedia.org/wiki/Scam/_centers/_in/_Cambodia# Blue Dragon Children’s Foundation: https://www.bluedragon.org/ Chen Zhi, the young tycoon accused of masterminding a multibillion-dollar international fraud network: https://www.cnn.com/2025/10/24/asia/cambodia-scams-chen-zhi-prince-group-intl-hnk Federal Trade Commission data shows US consumers lost over $12.5 billion to fraud in 2024: https://www.ftc.gov/news-events/news/press-releases/2025/03/new-ftc-data-show-big-jump-reported-losses-fraud-125-billion-2024#:~:text=Newly%20released%20Federal%20Trade%20Commission,all%20other%20payment%20methods%20combined . UNODC 2025 Technical Policy Report: Inflection Point: Global Implications of Scam Centres, * Underground Banking and Illicit Online Marketplaces in Southeast Asia: https://www.unodc.org/roseap/uploads/documents/Publications/2025/Inflection_Point_2025.pdf UNODC 2023 Policy Report: Casinos, cyber fraud, and trafficking in persons for forced criminality in Southeast Asia: https://www.unodc.org/roseap/uploads/documents/Publications/2023/TiP_for_FC_Policy_Report.pdf South Korea sanctions 15 individuals, 132 entities over online scams in Southeast Asia: https://www.msn.com/en-us/news/world/s-korea-sanctions-15-individuals-132-entities-over-online-scams-in-southeast-asia/ar-AA1RfgLi?apiversion=v2&domshim=1&noservercache=1&noservertelemetry=1&batchservertelemetry=1&renderwebcomponents=1&wcseo=1 More than 1,000 arrested in Cambodian cyber-scam raids: https://www.aljazeera.com/news/2025/7/16/more-than-1000-arrested-in-cambodian-cyber-scam-raids Further Reading: Mark Bo’s bio: https://www.versobooks.com/en-ca/blogs/authors/bo-mark?srsltid=AfmBOopSu7unvmVdZYFG2%5C_BC4teQZsQYrGpPia8vYTx-YfTjZ91h3Ib4 Ivan Franceschini’s bio: https://findanexpert.unimelb.edu.au/profile/1108680-ivan-franceschini Mark Bo, Ivan Franceschini and Ling Li, Scam: Inside Southeast Asia’s Cybercrime Compounds (Verso, 2025) Credits: Policy Prompt is produced by Vass Bednar and Paul Samson. Our supervising producer is Tim Lewis, with technical production by Henry Daemen and Luke McKee. Show notes are prepared by Rebecca MacIntyre, Libza Manna and Isabel Neufeld, who also handles social media engagement, brand design and episode artwork by Abhilasha Dewan and Sami Chouhdary, with creative direction from Som Tsoi. Original music by Joshua Snethlage. Sound mix and mastering by François Goudreault. Be sure to follow us on social media. X: @_policyprompt IG: @cigionline Listen to new episodes of Policy Prompt on all major podcast platforms. Questions, comments or suggestions? Reach out to CIGI’s Policy Prompt team at info@policyprompt.io CENTRE FOR INTERNATIONAL GOVERNANCE INNOVATION

Neurotechnology is a dual-use technology transforming lives — from implantable devices that use deep brain stimulation to ease tremors from Parkinson’s disease to commercial wearables that promise more effective meditation. But without the necessary legal, ethical, and regulatory safeguards, the misuse and abuse of neurotechnology and the data it collects becomes inevitable. In this episode, hosts Vass Bednar and Paul Samson speak with Jared Genser about neurotechnology, its implications for humanity, and the emerging dilemmas around neuro-rights, freedom of thought, and mental privacy. Jared is an international human rights lawyer and managing director of the law firm Perseus Strategies. He is a co-founder and general counsel to the Neurorights Foundation, and a special adviser on the Responsibility to Protect to the Organization of American States. Mentioned: Neuralink: neuralink.com/ Chile: Pioneering the protection of neurorights: courier.unesco.org/en/articles/chile-pioneering-protection-neurorights Brain-computer interface: cumming.ucalgary.ca/research/pediatric-bci/bci-program/what-bci Brain implant and AI gives a woman with paralysis her voice back (research led by Dr. Edward Chang): youtu.be/iTZ2N-HJbwA?si=u6d05795MdJ_3uO2 EMOTIV and Rodrigo Hubner Mendes drive an F1 car using electroencephalography (EEG): youtu.be/NhmXaeaHkDc?si=GX5hrjnyCfS2yR3h Robotic exoskeleton helps paralyzed person kick first ball of 2014 World Cup: youtu.be/ClRqZbRxcNI?si=7Gdqjq6MRpJiM3Pi President Obama’s Brain Initiative: obamawhitehouse.archives.gov/node/300741 Meta acquires CTRL-labs for wristband technology that allows people to control devices using their brains: cnbc.com/2019/09/23/facebook-announces-acquisition-of-brain-computing-start-up-ctrl-labs.html EEG scanners in Apple AirPods: https://tinyurl.com/ypk72f8h Australian device decodes thought-to-text with 40% accuracy: uts.edu.au/news/2023/12/portable-non-invasive-mind-reading-ai-turns-thoughts-text? DreamConnect guides dreams with AI (decoding dreams into images): eurekalert.org/news-releases/1096544 Boston University brain scientist shows that electrostimulation can restore a 70-year-old’s working memory to that of a 20-year-old: bu.edu/articles/2019/electrostimulation-can-improve-working-memory/ Kernel, a wearable device that delivers information on brain function: kernel.com/ Werner Herzog’s documentary Theater of Thought: neurorightsfoundation.org/media/herzog-film Complex Regional Pain Syndrome: pascalhealthinstitute.com/why-crps-is-called-the-suicide-disease/ Further Reading: Jared Genser’s bio: perseus-strategies.com/team/jared-genser-english/ Neurorights Foundation: neurorightsfoundation.org/ Freedom of Thought: Reviving and Protecting a Forgotten Human Right , special report by Susie Alegre and Aaron Shull cigionline.org/publications/freedom-of-thought-reviving-and-protecting-a-forgotten-human-right/ Credits: Policy Prompt is produced by Vass Bednar and Paul Samson. Our supervising producer is Tim Lewis, with technical production by Henry Daemen and Luke McKee. Show notes are prepared by Rebecca MacIntyre, Libza Manna and Isabel Neufeld, who also handles social media engagement, brand design and episode artwork by Abhilasha Dewan and Sami Chouhdary, with creative direction from Som Tsoi. Original music by Joshua Snethlage. Sound mix and mastering by François Goudreault. Be sure to follow us on social media. X: @_policyprompt IG: @cigionline Listen to new episodes of Policy Prompt on all major podcast platforms. Questions, comments or suggestions? Reach out to CIGI’s Policy Prompt team at info@policyprompt.io CENTRE FOR INTERNATIONAL GOVERNANCE INNOVATION

Artificial intelligence (AI) has had a profound impact on science, from data analysis to scenario simulation and predicting protein structure — its full potential is still unknown. Today, many scientists are dedicated to better understanding AI and how to integrate it into research to accelerate the pace of scientific discoveries without compromising rigour and principle. Is there a future where AI will make new scientific discoveries on its own? Join hosts Vass Bednar and Paul Samson as they speak with Rebecca Willett about the role machine learning and AI play in scientific research now and how she sees it impacting scientists in the future. Rebecca is a professor of statistics and computer science at the University of Chicago and faculty director of artificial intelligence at the University’s Data Science Institute. Her research focuses on machine learning and making sense of complex, large-scale datasets, as well as data science. Rebecca completed her PhD in electrical and computer engineering at Rice University and is a member of the Computer Science Study Group at the Defense Advanced Research Projects Agency (DARPA). In-Show Clips: 00:15:03: NOVA scienceNOW, "What Will the Future Be Like?": FoldIt: A Protein Puzzle Game (PBS LearningMedia, 2013) 00:15:17: Nature Video: Foldit: Biology for gamers (YouTube, August 4, 2010) Mentioned: Google DeepMind AlphaFold: deepmind.google/science/alphafold/ Protein folding computer game Foldit: fold.it/ The COVID-19 Citizen Science Study: pmc.ncbi.nlm.nih.gov/articles/PMC8407439/ People-powered research platform Zooniverse: zooniverse.org/ Further Reading: Rebecca Willet, professor of statistics and computer science at the University of Chicago and faculty director of artificial intelligence at the University’s Data Science Institute. Find her bio and works here: willett.psd.uchicago.edu/ Credits: Policy Prompt is produced by Vass Bednar and Paul Samson. Our supervising producer is Tim Lewis, with technical production by Henry Daemen and Luke McKee. Show notes are prepared by Rebecca MacIntyre, Libza Manna and Isabel Neufeld, who also handles social media engagement, brand design and episode artwork by Abhilasha Dewan and Sami Chouhdary, with creative direction from Som Tsoi. Original music by Joshua Snethlage. Sound mix and mastering by François Goudreault. Be sure to follow us on social media. X: @_policyprompt IG: @cigionline Listen to new episodes of Policy Prompt on all major podcast platforms. Questions, comments or suggestions? Reach out to CIGI’s Policy Prompt team at info@policyprompt.io CENTRE FOR INTERNATIONAL GOVERNANCE INNOVATION

Often compared to ocean shipping lanes, Earth’s orbital layers act as channels to almost 14,000 satellites moving at around 7 km/second. These orbital pathways are becoming increasingly congested as a rapidly growing number of commercial actors enter what was once a predominantly state-run domain. Can the 1967 Outer Space Treaty hold up against this space revolution? Can international structures quickly modernize and work together to ensure all players in the space race are committed to a safe and sustainable future? Join hosts Vass Bednar and Paul Samson as they speak with guests Esther Brimmer and Jessica West about a comprehensive and collaborative approach to space governance. Esther is a senior fellow at the US Council on Foreign Relations, a former US assistant secretary of state and an expert in international institutions. Jessica is a CIGI senior fellow and a senior researcher at Project Ploughshares, a Canadian peace and security research institute, where she focuses on technology, security and governance in outer space. In-Show Clips: 00:29:04: Universal Studios: “New Moon. Reds Launch First Space Satellite” (Internet Archive, October 7, 1957) Mentioned: UN Outer Space Treaty: https://www.unoosa.org/oosa/en/ourwork/spacelaw/treaties/introouterspacetreaty.html International Maritime Organization Polar Code: imo.org/en/ourwork/safety/pages/polar-code.aspx Geostationary orbit: wikipedia.org/wiki/Geostationary_orbit United Arab Emirates future space planning: space.gov.ae/en/media-center/blogs/2/3/2020/uae-shaping-future-of-earth-observation-satellites-and-space-exploration UN Committee on the Peaceful Uses of Outer Space: https://www.unoosa.org/oosa/en/ourwork/copuos/current.html Philippine National Statements during the 68th Session of the United Nations Committee on the Peaceful Uses of Outer Space: philsa.gov.ph/news/philippine-national-statements-during-the-68th-session-of-the-united-nations-committee-on-the-peaceful-uses-of-outer-space-un-copuos/ Canada’s statement to the First Committee of the 79th Session of the United Nations, Thematic Debate: Outer Space: international.gc.ca/world-monde/issues_development-enjeux_developpement/peace_security-paix_securite/weapon-armes-control-documents/thematic-debat6.aspx?lang=eng Further Reading: Jessica West, CIGI senior fellow and senior researcher at Project Ploughshares. Find her CIGI bio and works here: cigionline.org/people/jessica-west/ Esther Brimmer, James H. Binger senior fellow in global governance and former assistant secretary of state for international organization affairs. Find her Council on Foreign Relations bio and works here: cfr.org/expert/esther-brimmer Credits: Policy Prompt is produced by Vass Bednar and Paul Samson. Our supervising producer is Tim Lewis, with technical production by Henry Daemen and Luke McKee. Show notes are prepared by Lynn Schellenberg, social media engagement by Isabel Neufeld, brand design and episode artwork by Abhilasha Dewan and Sami Chouhdary, with creative direction from Som Tsoi. Original music by Joshua Snethlage. Sound mix and mastering by François Goudreault. Be sure to follow us on social media. X: @_policyprompt IG: @cigionline Listen to new episodes of Policy Prompt on all major podcast platforms. Questions, comments or suggestions? Reach out to CIGI’s Policy Prompt team at info@policyprompt.io CENTRE FOR INTERNATIONAL GOVERNANCE INNOVATION

For centuries, the power to create money was isolated to traditional issuers, who built trust over the ages. But now stablecoins are starting to pull at that monopoly, rising up in relevance as a massive innovation on infrastructure. Some jurisdictions are turning things upside down with digital asset adoption, while others are holding back, with important geopolitical implications. On season two’s opener, hosts Vass Bednar and Paul Samson welcome Ali Abou Daya and Morva Rohani to discuss the emergence and transformative nature of crypto and stablecoins. Ali is the chief executive officer of Transactix Financial, a stablecoin company, and Morva is the executive director of the Canadian Web3 Council, an industry organization that advocates for responsible public policy. Together the four consider the digitalization of traditional finance, and the challenges surrounding establishing trust and who controls what. Mentioned: Blockchain: see CIGI’s explainer video “ What Is Blockchain? ” (YouTube, January 4, 2018) “In God We Trust” printed on US currency: see www.congress.gov/committee-report/112th-congress/house-report/47/1 and David Mislin, “ The complex history of ‘In God We Trust’ ” ( The Conversation , February 2, 2018) “Satoshi” refers to Satoshi Nakamoto, the mysterious pseudonymous author of a 2008 white paper entitled “ Bitcoin: A Peer-to-Peer Electronic Cash System ”; see also Joshua Davis, “ The Crypto-Currency ” ( The New Yorker , October 3, 2011) “Bitcoin maxis”: Tonya M. Evan defines this term and others in the digital asset lexicon: “ The Bitcoin, Not Crypto, Debate: Why Words Matter ” ( Forbes , August 21, 2024) For more on El Salvador’s experience with bitcoin, see “ Bitcoin: El Salvador makes cryptocurrency legal tender ” (BBC, June 9, 2021), “ World’s first Bitcoin nation scales back crypto dream ” (BBC, December 18, 2024) and Robyn Wilson’s “ The Salvadoran beach town that became a Bitcoin testbed ” (BBC, July 1, 2025) Nigeria’s central bank digital currency, the eNaira: www.firstbanknigeria.com/personal/ways-to-bank/e-naira/ Tether setting up physical HQ in El Salvador: Federico Maccioni, “ Crypto firm Tether and its founders finalizing move to El Salvador ” (Reuters, January 13, 2025) For comparison of transaction costs by analyst Eric Yeung, see his April 20, 2025 X post: “ The Final Showdown Between China and the U.S.: The Battlefield Shifts from Military Hegemony to Global Currency Warfare .” Yeung is a Hong Kong–based precious metals and investment expert who posts daily analysis on X. The GENIUS Act (in full: Guiding and Establishing National Innovation for U.S. Stablecoins Act) became public law in July 2025 to provide for the regulation of payment stablecoins in the United States: www.congress.gov/bill/119th-congress/senate-bill/1582/text “MiCA and the European Union”: see Markets in Crypto-Assets Regulation Daniel Day-Lewis played Daniel Plainview in There Will Be Blood , a 2007 film based on Upton Sinclair’s 1927 novel Oil! “The milkshake example”: a reference to Harvard Business School professor “ Clay Christensen’s milkshake marketing ,” which considers why we “hire” a product Further Reading: Ali Abou Daya’s bio: www.linkedin.com/in/aliaboudaya/ About Transactix Financial: www.transactix.ca/about Morva Rohani’s bio: www.linkedin.com/in/morvarohani/ About the Canadian Web3 Council: https://web3canada.ca/about/ For more analysis on the evolving role of digital assets, including central bank digital currencies, cryptocurrencies, stablecoins and tokenized assets, within the broader context of the global financial system, see CIGI’s project Digital Assets in a Deglobalized World Credits: Policy Prompt is produced by Vass Bednar and Paul Samson. Our supervising producer is Tim Lewis, with technical production by Henry Daemen and Luke McKee. Show notes are prepared by Lynn Schellenberg, social media engagement by Isabel Neufeld, brand design and episode artwork by Abhilasha Dewan and Sami Chouhdary, with creative direction from Som Tsoi. Original music by Joshua Snethlage. Sound mix and mastering by François Goudreault. Be sure to follow us on social media. X: @_policyprompt IG: @cigionline Listen to new episodes of Policy Prompt on all major podcast platforms. Questions, comments or suggestions? Reach out to CIGI’s Policy Prompt team at info@policyprompt.io. CENTRE FOR INTERNATIONAL GOVERNANCE INNOVATION

In episode 16, hosts Vass and Paul talk to Marc Levinson — economist, historian and author of The Box: How the Shipping Container Made the World Smaller and the World Economy Bigger , published in 2016, and the follow-up, Outside the Box: How Globalization Changed from Moving Stuff to Spreading Ideas (both Princeton University Press) . Marc brings to life a topic freighted with importance but often out of mind: how an innovation involving the shipping container, 200 years in the making, transformed economic geography and the transport of cargo around the globe. The three discuss, as well, the current challenges in figuring out the value of international trade that is unpackaged and, so far, not well accounted for — exchange in services, ideas and intangibles, of increasing significance in the global economy. Mentioned: The giant container ship Ever Given : “In pictures: Container ship blocking the Suez Canal finally on the move” (BBC, March 29, 2021) “Gambler” Malcolm McLean, featured in the PBS series They Made America : www.pbs.org/wgbh/theymadeamerica/whomade/mclean_hi.html The BBC’s “The Box” project: http://news.bbc.co.uk/2/hi/in_depth/business/2008/the_box/default.stm Further Reading: Marc Levinson’s bio: www.marclevinson.net/?page_id=10 Marc Levinson’s website: www.marclevinson.net/ Marc Levinson, The Box: How the Shipping Container Made the World Smaller and the World Economy Bigger , 2nd edition (Princeton University Press, 2016) Marc Levinson, Outside the Box: How Globalization Changed from Moving Stuff to Spreading Ideas (Princeton University Press, 2020) Credits: Policy Prompt is produced by Vass Bednar and Paul Samson. Our technical producers are Tim Lewis and Melanie DeBonte. Fact-checking and background research provided by Reanne Cayenne. Marketing by Kahlan Thomson. Brand design by Abhilasha Dewan and creative direction by Som Tsoi. Original music by Joshua Snethlage. Sound mix and mastering by François Goudreault. Special thanks to creative consultant Ken Ogasawara. Be sure to follow us on social media. X: @_policyprompt IG: @_policyprompt Listen to new episodes of Policy Prompt biweekly on major podcast platforms. Questions, comments or suggestions? Reach out to CIGI’s Policy Prompt team at info@policyprompt.io . CENTRE FOR INTERNATIONAL GOVERNANCE INNOVATION

How do you discover music? College radio, word of mouth, serendipity — or your very own AI DJ? In 2006, Spotify’s founders discovered music as “a traffic source” for an advertising model, and have since transformed the music industry. But what are their goals or values when it comes to music and culture beyond the pursuit of profit, and what does it mean for musicians and music lovers? And why aren’t policy makers more concerned about this mega platform? In this episode of Policy Prompt , hosts Vass and Paul welcome Liz Pelly, music and media critic, and the author of Mood Machine: The Rise of Spotify and the Costs of the Perfect Playlist (Atria, 2025). Together they chat about how we’ve consumed our music over the years, and how it’s been fed to us, from the “stimulus progression” of Muzak’s elevator tunes to the “mood-driven logic” of Spotify’s algorithmic curation. In-Show Clips: 00:12:57: AFP News Agency, “ Sweden’s Pirate Party aims for kingmaker spot ” (YouTube, March 26, 2010) 00:18:34: CNBC Television: “ Spotify is the platform for artists who want to break globally, says Evercore ISI’s Mark Mahaney ” (YouTube, November 12, 2024) Mentioned: Muzak’s archives and the concept of “stimulus progression”: see https://muzakarchives.com/ and https://muzakarchives.com/stimulus-progression/ Big Shiny Tariffs (public playlist): https://open.spotify.com/playlist/56kKurRKQmJnhJgvq9pSV5 Big Shiny Tunes: https://en.wikipedia.org/wiki/Big_Shiny_Tunes Canada’s Online Streaming Act (Bill C-11): www.canada.ca/en/canadian-heritage/services/modernization-broadcasting-act.html Songza: https://en.wikipedia.org/wiki/Songza Rhapsody/Napster: https://en.wikipedia.org/wiki/Napster_(streaming_service) “Pirate Bay”/Piratbyrån: https://en.wikipedia.org/wiki/Piratbyr%C3%A5n Living Wage for Musicians Act of 2024: www.congress.gov/bill/118th-congress/house-bill/7763 Federal Music Project: www.wnyc.org/series/works-progress-administration/about The Musicians’ Union : a trade union representing more than 36,000 musicians across the United Kingdom working in all sectors of the music business and supporter of the Musicians’ Census Public Knowledge’s Streaming in the Dark project: see their video explainer and the 2024 paper by Meredith Filak Rose, “Streaming in the Dark: Competitive Dysfunction Within the Music Streaming Ecosystem” ( Berkeley Journal of Entertainment and Sports Law 13 (1): 23–66) “Edmonton Public Library’s first digital public space, created to celebrate Edmonton’s local music scene and its history”: see https://capitalcityrecords.ca/ and https://capitalcityrecords.ca/albums Further Reading: Liz Pelly’s bio: https://lizpelly.info/ Liz Pelly, Mood Machine: The Rise of Spotify and the Costs of the Perfect Playlist (Atria, 2025) Credits: Policy Prompt is produced by Vass Bednar and Paul Samson. Our technical producers are Tim Lewis and Melanie DeBonte. Fact-checking and background research provided by Reanne Cayenne. Marketing by Kahlan Thomson. Brand design by Abhilasha Dewan and creative direction by Som Tsoi. Original music by Joshua Snethlage. Sound mix and mastering by François Goudreault. Special thanks to creative consultant Ken Ogasawara. Be sure to follow us on social media. X: @_policyprompt IG: @_policyprompt Listen to new episodes of Policy Prompt biweekly on major podcast platforms. Questions, comments or suggestions? Reach out to CIGI’s Policy Prompt team at info@policyprompt.io . CENTRE FOR INTERNATIONAL GOVERNANCE INNOVATION

What does innovation actually mean, and how should we be thinking about it? In this episode, Vass and Paul welcome Joel Blit, an expert in innovation and innovation policy. Joel is a senior fellow at CIGI, and an associate professor of economics at the University of Waterloo, where he chairs the Council for Innovation Policy and Strategy. They discuss the mix of art and science that comprises innovation, the tensions surrounding it, and the different approaches — inside and outside the academy — that Canada and other jurisdictions are experimenting with to best generate and capture commercial and societal benefits from emerging technologies, in particular artificial intelligence. In-Show Clips : 00:06:26: TVO Today, “Evaluating Performance-based Funding” (YouTube, October 3, 2019) 00:46:40: BBC News, “How could AI affect jobs globally and worsen inequality?” (YouTube, January 15, 2024) Mentioned: “Sigma 2” in education: https://en.wikipedia.org/wiki/Bloom%27s_2_sigma_problem Further Reading: Joel Blit’s bio: https://uwaterloo.ca/scholar/jblit Credits: Policy Prompt is produced by Vass Bednar and Paul Samson. Our technical producers are Tim Lewis and Melanie DeBonte. Fact-checking and background research provided by Reanne Cayenne. Marketing by Kahlan Thomson. Brand design by Abhilasha Dewan and creative direction by Som Tsoi. Original music by Joshua Snethlage. Sound mix and mastering by François Goudreault. Special thanks to creative consultant Ken Ogasawara. Be sure to follow us on social media. X: @_policyprompt IG: @_policyprompt Listen to new episodes of Policy Prompt biweekly on major podcast platforms. Questions, comments or suggestions? Reach out to CIGI’s Policy Prompt team at info@policyprompt.io . CENTRE FOR INTERNATIONAL GOVERNANCE INNOVATION

AI is going to affect us all and everyone has opinions about it. But what does the data say? In this episode of Policy Prompt, Vass and Paul welcome Nestor Maslej from Stanford University’s Institute for Human-Centered Artificial Intelligence, where he is the research manager of the AI Index and the Global AI Vibrancy Tool. In developing tools that track the advancement of AI, Nestor hopes to make the AI space more accessible to policy makers, business leaders and the lay public. Nestor discusses the excitement and fears surrounding this fast-moving technology and the importance of quantitative data in AI myth busting. “At the Index, we really feel that to make good decisions about this tech, whether you are in a boardroom, in a Parliament, or simply sitting in your living room, you need to have access to data and you have to actually understand what is going on with this technology.” In-Show Clips : 00:10:55: CNBC, “How China’s New AI Model DeepSeek Is Threatening U.S. Dominance” (YouTube, January 24, 2025) 00:30:11: Yahoo Finance, “What is the CHIPS act? The semiconductor bill with bipartisan support (and criticism)” (YouTube, July 20, 2022) 00:41:07: The AI Navigator, “What is Jevons Paradox and how could it apply to AI?” (YouTube, May 2, 2024) Mentioned: The Stanford Institute for Human-Centered AI: https://hai.stanford.edu/about The Stanford AI Index: https://hai.stanford.edu/ai-index The Stanford Global AI Vibrancy Tool: https://hai.stanford.edu/ai-index/global-vibrancy-tool Jevons paradox: Greg Rosalsky, “Why the AI world is suddenly obsessed with a 160-year-old economics paradox” (NPR, February 4, 2025) Further Reading: Nestor Maslej’s bio: https://profiles.stanford.edu/nestor-maslej Nestor Maslej, Loredana Fattorini, Raymond Perrault, Vanessa Parli, Anka Reuel, Erik Brynjolfsson, John Etchemendy, Katrina Ligett, Terah * Lyons, James Manyika, Juan Carlos Niebles, Yoav Shoham, Russell Wald and Jack Clark, Artificial Intelligence Index Report 2024 (Stanford, CA: Institute for Human-Centered AI, Stanford University, April 2024) Credits: Policy Prompt is produced by Vass Bednar and Paul Samson. Our technical producers are Tim Lewis and Melanie DeBonte. Fact-checking and background research provided by Reanne Cayenne. Marketing by Kahlan Thomson. Brand design by Abhilasha Dewan and creative direction by Som Tsoi. Original music by Joshua Snethlage. Sound mix and mastering by François Goudreault. Special thanks to creative consultant Ken Ogasawara. Be sure to follow us on social media. X: @_policyprompt IG: @_policyprompt Listen to new episodes of Policy Prompt biweekly on major podcast platforms. Questions, comments or suggestions? Reach out to CIGI’s Policy Prompt team at info@policyprompt.io . CENTRE FOR INTERNATIONAL GOVERNANCE INNOVATION

In episode 12, artist and thinker Amanda Wasielewski joins hosts Vass and Paul to discuss the crossover and interplay between digital and capital-A art. Amanda, an associate senior lecturer of digital humanities and associate professor (docent) of art history in the Department of Archives, Libraries, and Museums at Uppsala University in Sweden, has exhibited her artwork internationally and recently published the monograph Computational Formalism: Art History and Machine Learning (MIT Press, 2023) and co-edited Critical Digital Art History: Interface and Data Politics in the Post-Digital Era , with Anna Näslund (University of Chicago Press, 2024). Amanda brings her art historian perspective to questions of data politics, including categorization, authentication, nuances lost in automation, the need to be able to see data sets, and both the fears and artistic potential surrounding generative technologies. In-Show Clips: 00:08:12: Rakutentech, “Computer Vision — The Now & The Future — Rakuten Technology Conference 2019” (YouTube, December 25, 2019) 00:11:14: SamDoesArts, “ Why Artists are Fed Up with AI Art” (YouTube, December 24, 2022) 00:22:48: Watchseenart, “Is Damien Hirst Sloppy or Suspicious?” (YouTube Short, March 21, 2024) 00:49:56: The IT Crowd, “Series 2 — Episode 3: Piracy warning” (YouTube, March 18, 2009), parody of the original 2004 Motion Picture Association ad “You Wouldn’t Steal a Car” posted by HelloImAPizza (YouTube, October 3, 2022) 01:00:42: The Wall Street Journal , “OpenAI’s Sora Made Me Crazy AI Videos — Then the CTO Answered (Most of) My Questions” (YouTube, March 13, 2024) Mentioned: Artist Jack Bishop: https://jackbishop.ca/ More about the Group of Seven: www.gallery.ca/whats-on/exhibitions-and-galleries/experience-the-group-of-seven-at-the-gallery On controversy surrounding dating of works by Damien Hirst: “Dating Discrepancy in Damien Hirst’s Formaldehyde Work Rocks Art World” by Rebecca Schiffman, Art & Object , March 25, 2024 On “the famous case, which is still unresolved, of the painting of Christ…said to be of Da Vinci, but then said not to be”: “Salvator Mundi, Saudi Arabia and the saga of the missing masterpiece” by Vanessa Thorpe, The Guardian , August 24, 2024 On “this famous paper…which proposed a technique called StyleGAN, which was replicated on the website ThisPersonDoesNotExist.com ”: “Analyzing and Improving the Image Qualityof StyleGAN” by Tero Karras, Samuli Laine, Miika Aittala, Janne Hellsten, Jaakko Lehtinen and Timo Aila, preprint, arXiv , March 23, 2020 Kate Crawford and Trevor Paglen, ImageNet Roulette project: https://paglen.studio/2020/04/29/imagenet-roulette/ Further Reading: Amanda Wasielewski’s website: www.amandawasielewski.com/ Amanda Wasielewski, Made in Brooklyn: Artists, Hipsters, Makers, Gentrifiers (Zero Books, 2018) Amanda Wasielewski, Computational Formalism: Art History and Machine Learning (MIT Press, 2023) “Next book out this fall”: Since this episode was recorded, Amanda Wasielewski and Anna Naslund’s co-edited book Critical Digital Art History: Interface and Data Politics in the Post-Digital Era has been released, published by University of Chicago Press in November 2024 Credits: Policy Prompt is produced by Vass Bednar and Paul Samson. Our technical producers are Tim Lewis and Melanie DeBonte. Fact-checking and background research provided by Reanne Cayenne. Marketing by Kahlan Thomson. Brand design by Abhilasha Dewan and creative direction by Som Tsoi. Original music by Joshua Snethlage. Sound mix and mastering by François Goudreault. Special thanks to creative consultant Ken Ogasawara. Be sure to follow us on social media. X: @_policyprompt IG: @_policyprompt Listen to new episodes of Policy Prompt biweekly on major podcast platforms. Questions, comments or suggestions? Reach out to CIGI’s Policy Prompt team at info@policyprompt.io . CENTRE FOR INTERNATIONAL GOVERNANCE INNOVATION

Warren Buffett once said he would rather trust his money to monkeys throwing darts than financial advisers. So how do the monkeys’ chances of hitting the target stack up against those of, say, pollsters, Magic 8 Balls or star charts? Maybe the monkeys have practised. Meet Robert de Neufville, who is super at forecasting: someone whose predictions have proved far more accurate than regular forecasting and regularly outperform intelligence analysts’. Robert holds degrees in government and political science from Harvard and Berkeley, co-hosts the NonProphets: (Super)forecasting Podcast and has extensive experience in analyzing existential risk. Robert and hosts Vass and Paul discuss everything from Buffett’s monkeys and Moneyball to the importance of parking your biases, knowing what to research and the difference between hype and meaningful signal, to the value of expertise, new things to worry about and the need to stay skeptical. Mentioned: NonProphets (Super)forecasting Podcast by superforecasters Atief Heermance, Robert de Neufville and Scott Eastman: https://nonprophetspod.wordpress.com/ For more on Elaine Rich and the Good Judgment Project, see Alix Spiegel on Morning Edition , “So You Think You’re Smarter Than A CIA Agent” (NPR, April 2, 2014) Philip E. Tetlock, one of the founders of Good Judgment, author of Expert Political Judgment: How Good Is It? How Can We Know? , 2nd ed. (Princeton University Press, 2017) Scholar Barbara Mellers: see, for example, “Human and Algorithmic Predictions in Geopolitical Forecasting: Quantifying Uncertainty in Hard-to-Quantify Domains” by Mellers, John P. McCoy, Louise Lu and Philip E. Tetlock, 2024, Perspectives on Psychological Science 19 (5), https://doi.org/10.1177/17456916231185339 Swedish Defence Research Agency’s crowd forecasting site Glimt: https://glimt.nu/glimt/en/welcome.html Brier score: https://en.wikipedia.org/wiki/Brier_score Further Reading: Robert de Neufville’s bio: https://goodjudgment.com/about/our-team/superforecaster-profiles/robert-de-neufville/ Robert de Neufville’s Telling the Future Substack: https://tellingthefuture.substack.com/about For more on IARPA (Intelligence Advance Research Projects Activity) and the massive supercasting tournament it launched in 2011, see: https://goodjudgment.com/common-questions-good-judgment-superforecasters/ Credits: Policy Prompt is produced by Vass Bednar and Paul Samson. Our technical producers are Tim Lewis and Melanie DeBonte. Fact-checking and background research provided by Reanne Cayenne. Marketing by Kahlan Thomson. Brand design by Abhilasha Dewan and creative direction by Som Tsoi. Original music by Joshua Snethlage. Sound mix and mastering by François Goudreault. Special thanks to creative consultant Ken Ogasawara. Be sure to follow us on social media. X: @_policyprompt IG: @_policyprompt Listen to new episodes of Policy Prompt biweekly on major podcast platforms. Questions, comments or suggestions? Reach out to CIGI’s Policy Prompt team at info@policyprompt.io. CENTRE FOR INTERNATIONAL GOVERNANCE INNOVATION

Join hosts Vass and Paul for their fascinating conversation with Michael Richardson, associate professor of media and culture at the University of New South Wales in Sydney, Australia, about the ideas in his book Nonhuman Witnessing: War, Data, and Ecology after the End of the World (Duke University Press, 2024). Michael explores the ethical and political implications of witnessing in an age of profound instability, and how our ways of making knowledge and experiencing the world are being mediated in fundamental ways by nonhuman systems — from the embodiment of history, trauma and change in animals and natural landscapes, to the “immediately computational” witnessing by technologies such as surveillance cameras and artificial intelligence. Mentioned: Potawatomi scholar Kyle Whyte: https://seas.umich.edu/research/faculty/kyle-whyte Mario Blaser and Marisol de la Cadena, editors, A World of Many Worlds (Duke University Press, 2018) Future of Life Institute: “Slaughterbots are here” (https://autonomousweapons.org/) “The infamous COMPAS [Correctional Offender Management Profiling for Alternative Sanctions] sentencing software”: see “Code is law: how COMPAS affects the way the judiciary handles the risk of recidivism,” by Christoph Engel, Lorenz Linhardt and Marcel Schubert, Artificial Intelligence and Law , February 2004, https://doi.org/10.1007/s10506-024-09389-8 Australian Research Council Centre of Excellence on Automated Decision-Making and Society: www.admscentre.org.au/ In-Show Clips: 7:17: NDPVIDEO: “ Jack Layton on reckless economic policies ” (YouTube, December 3, 2009) 14:57: Center for Puerto Rican Studies: “ Bridging the Divides: Apocalypse and Indigenizing Futures ” featuring Yomaira Figueroa-Vásquez and Kyle Powys Whyte (YouTube, February 1, 2024) 18:48: ABC News In-depth: “ One year on, ABC News looks back at how Australia’s Black Summer bushfire crisis unfolded ” (YouTube, January 1, 2021) 21:58: Overthink Podcast, “ Thinking with the pluriverse: a conversation with Mario Blaser ” (YouTube, October 24, 2023) 49:22: The Wall Street Journal : “ Valkyrie: This Autonomous AI Drone Could Be the Military’s Next Weapon ” (YouTube, October 7, 2023) 51:12: Future of Life Institute: “ Slaughterbots — if human: kill() ” (YouTube, November 30, 2021) 1:02:20: Testimony of witness Rebecca Wexler , Assistant Professor of Law, UC Berkeley School of Law, US Senate Committee on the Judiciary, Subcommittee on Criminal Justice and Counterterorism hearing “AI in Criminal Investigations and Prosecutions” (January 24, 2024) 1:03:14: WITNESS: “ WITNESS’ Sam Gregory testifies in US House hearing on how we can inclusively prepare for deepfakes ” (YouTube, November 8, 2023) Further Reading: Michael Richardson, Nonhuman Witnessing: War, Data, and Ecology after the End of the World (Duke University Press, 2024) Michael Richardson, Gestures of Testimony: Torture, Trauma, and Affect in Literature (Bloomsbury, 2016) Michael Richardson, “ Algorithmic Trauma ,” in The Affect Theory Reader 2: Worldings , Tensions, Futures , edited by Gregory J. Seigworth, Michael Richardson and Carolyn Pedwell (Duke University Press, 2023) Credits: Policy Prompt is produced by Vass Bednar and Paul Samson. Our technical producers are Tim Lewis and Melanie DeBonte. Fact-checking and background research provided by Reanne Cayenne. Marketing by Kahlan Thomson. Brand design by Abhilasha Dewan and creative direction by Som Tsoi. Original music by Joshua Snethlage. Sound mix and mastering by François Goudreault. Special thanks to creative consultant Ken Ogasawara. Be sure to follow us on social media. X: @_policyprompt IG: @_policyprompt Listen to new episodes of Policy Prompt biweekly on major podcast platforms. Questions, comments or suggestions? Reach out to CIGI’s Policy Prompt team at info@policyprompt.io. CENTRE FOR INTERNATIONAL GOVERNANCE INNOVATION

Copyright has become a tool for privatizing everything — the opposite of what it was designed to do when it was invented in the eighteenth century to protect published works. In their book Who Owns This Sentence? A History of Copyrights and Wrongs (Penguin Random House, 2024), Princeton professors David Bellos and Alexandre Montagu provide a lively account of that turnaround, to the point where “the bulk of American culture is in copyright prison,” the world’s largest companies earn their revenue from intellectual property, and creative rights to everything from wallpaper, computer code, choreography, a “vibe” or a banana costume can be disputed, claimed and monetized. Join Vass and Paul for this engaging tag team with David and Alexandre as they discuss both historical and contemporary examples of the power of copyright and where we might be headed with new technologies such as generative artificial intelligence. Mentioned: Statute of Anne of 1710: www.copyrighthistory.com/anne.html Landmark copyright case, Feist Publications, Inc. v. Rural Telephone Service Co . 499 US 340 (1991) Copyright Law of the United States (Title 17): www.copyright.gov/title17/ “Fair use in America simply means the right to hire a lawyer to defend your right to create”: Lawrence Lessig in Free Culture: The Nature and Future of Creativity (Penguin Random House, 2005, chapter 12) TRIPS Agreement: www.wto.org/english/tratop_e/trips_e/intel2_e.htm Berne Convention of 1886: www.wipo.int/treaties/en/ip/berne/ Copyright Act (RSC 1985, c C-42): https://laws-lois.justice.gc.ca/eng/acts/C-42/Index.html Further Reading: David Bellos and Alexandre Montagu, Who Owns This Sentence? A History of Copyrights and Wrongs (Penguin Random House, 2024) Lawrence Lessig, Free Culture: The Nature and Future of Creativity (Penguin Random House, 2005) Katy Waldman, “ Did a Best-Selling Romantasy Novelist Steal Another Writer’s Story? ” ( The New Yorker , January 6, 2025) CBC Arts, “ Court tosses out another Da Vinci Code plagiarism case ” (CBC, November 13, 2006) Associated Press: “ Media Talk; Dustin Hoffman Loses Appeals Court Case ” ( The New York Times , July 9, 2001) Racheal Muldoon and Mark Bailey: “ Getty v Stability AI: A ‘tantalising glance’ of what’s to come for AI firms and creators ” (Charles Russell Speechlys, January 16, 2025) Kari Paul, “ Court of a-peel: nasty split over banana costume leads to legal monkey business ” ( The Guardian , August 1, 2019) Show Notes: More on copyright history, current questions around legislation, and rights of publicity: BBC Arts & Ideas podcast, “ Dickens, Disney and copyright ” (with guests David Bellos, Katie McGettigan and Hayleigh Bosher; December 21, 2023) On Creative Commons movement and Wikipedia: Creative Commons, “ Celebrating 20 Years of CC Licenses — Creative Commons founder Lawrence Lessig ” (YouTube, April 6, 2022) Credits: Policy Prompt is produced by Vass Bednar and Paul Samson. Our technical producers are Tim Lewis and Melanie DeBonte. Fact-checking and background research provided by Reanne Cayenne. Marketing by Kahlan Thomson. Brand design by Abhilasha Dewan and creative direction by Som Tsoi. Original music by Joshua Snethlage. Sound mix and mastering by François Goudreault. Special thanks to creative consultant Ken Ogasawara. Be sure to follow us on social media. X: @_policyprompt IG: @_policyprompt Listen to new episodes of Policy Prompt biweekly on major podcast platforms. Questions, comments or suggestions? Reach out to CIGI’s Policy Prompt team at info@policyprompt.io. CENTRE FOR INTERNATIONAL GOVERNANCE INNOVATION