Riskgaming

Anduril has become one of the most-watched companies in Silicon Valley, and for good reason. Its vertiginous rise from small hardware laboratory to next-generation defense prime has entranced engineers and investors alike, and it has also garnered an increasingly long record of success in Washington DC, including its victory in securing the U.S. Air Force’s flagship Collaborative Combat Aircraft contract earlier this year. Yet for co-founder and CEO Brian Schimpf, the real magic of Anduril has been its ability to scale design, manufacturing and its culture from a dozen early employees to more than 4,000 today. Brian’s maniacal focus has been on ensuring that Anduril never becomes a legacy defense prime ploddingly delivering half-baked products to the disappointed faces of warfighters. Instead, he and his team have tenaciously strategized on business models, contract negotiations, tuck-in M&A, engineering culture and manufacturing centralization and decentralization to ensure that Anduril always offers the highest-quality and most cost-effective products in the marketplace. Alongside Lux’s own Josh Wolfe, Brian talks about his own founding journey at Anduril, the company’s burgeoning portfolio of products, and how it’s rebuilding the arsenal of democracy in the years ahead through clever and strategic leadership.

Welcome to The Orthogonal Bet, an ongoing mini-series that explores the unconventional ideas and delightful patterns that shape our world. Hosted by ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠Samuel Arbesman⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠. In this episode, Sam speaks with the writer Henry Oliver. Henry is the author of the fantastic new book Second Act. This book is about the idea of late bloomers and professional success later in life, and more broadly how to think about one’s career, and Sam recently reviewed it for The Wall Street Journal. Sam really enjoyed this book and wanted to have a chance to discuss it with Henry. Henry and Sam had a chance to talk about a lot of topics, beginning with how to actually define late bloomers and what makes a successful second act possible, from experimentation to being ready when one’s moment arrives. They also explored why society doesn’t really accept late bloomers as much as one might want it to, how to think about the complexity of cognitive decline, what the future of retirement might look like, along with many examples of late bloomers—from Margaret Thatcher to Ray Kroc. Produced by⁠⁠ ⁠Christopher Gates⁠⁠⁠ Music by⁠⁠ ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠George Ko⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ & Suno

The sudden widespread usage of advanced artificial intelligence models has massively increased global demand for data centers that can handle inference and training. That’s been a boon for Nvidia’s stock, but it has also added massive new demands to our energy grid. Microsoft recently announced that it intends to re-open the ill-fated Three Mile Island nuclear power plant, while Google has announced investments and partnerships with nuclear startups like Kairos Power. Yet, much of the obvious analysis of this market is far less obvious than meets the eye, or at least the eyes of Mark Mills. Across decades of studying the energy markets, Mark is currently a distinguished senior fellow at the Texas Public Policy Foundation, the executive director of the National Center for Energy Analytics, and a contributing editor of the Manhattan Institute’s City Journal. We talk about the contradictions in much of today’s energy analysis, including the misdirection of attention toward AI instead of traditional compute which vastly dwarfs it; the misapplication of economic development incentives by cities and state to data center construction; and the misunderstanding of energy transitions — a mirage according to Mark since we are always seeking to expand all forms of energy to power our civilization.

Welcome to The Orthogonal Bet, an ongoing mini-series that explores the unconventional ideas and delightful patterns that shape our world. Hosted by ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠Samuel Arbesman⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠. In this episode, Sam speaks with Dominic Falcao, a founding director of Deep Science Ventures (DSV), which he created in 2016 after leading Imperial College London’s science startup program. Deep Science Ventures takes a principled and problem-based approach to founding new deep tech startups. They have even created a PhD program for scientists specifically geared towards helping them create new companies. Sam wanted to speak with Dom to discuss the origins of Deep Science Ventures, as well as how to think about scientific and technological progress more broadly, and even how to conceive new research organizations. Dom and Sam had a chance to discuss tech trees and the combinatorial nature of scientific and technological innovation, non-traditional research organizations, Europe’s tech innovation ecosystem, what scientific amphibians are, and the use of AI in the realm of deep tech. Produced by⁠ ⁠Christopher Gates⁠⁠ Music by⁠ ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠George Ko⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ & Suno

We’re really excited to talk about the launch of our second public Riskgaming scenario, “DeepFaked and DeepSixed: AI Election Security and the Future of Democracy.” DeepFaked and DeepSixed is a bit different from our previous political and economic simulations, which tend toward groups of 4-8 people negotiating, haggling and cajoling over the course of several hours. Instead, this game centers on an intelligence fusion center at the White House where 54 people come together to offer information and to seek out patterns of threats against American democracy. Player roles come from across government, international organizations, the private sector and non-profits, and are designed to offer both a crisp backstory as well as essential clues relevant to that character’s background. Everyone cooperates against the clock to identify critical threats before it is too late. Lux’s director of programming Laurence Pevsner (who is making his Riskgaming podcast debut) and host Danny Crichton talk about the design of the game, what triggered its creation and the lessons we learned from two runthroughs in New York and Washington this week (including which city did better to protect American elections).

Welcome to The Orthogonal Bet, an ongoing mini-series that explores the unconventional ideas and delightful patterns that shape our world. Hosted by ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠Samuel Arbesman⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠. In this episode, Sam speaks with writer, researcher, and entrepreneur Max Bennett. Max is the cofounder of multiple AI companies and the author of the fascinating book A Brief History of Intelligence: Evolution, AI, and the Five Breakthroughs That Made Our Brains. This book offers a deeply researched look at the nature of intelligence and how biological history has led to this phenomenon. It explores aspects of evolution, the similarities and differences between AI and human intelligence, many features of neuroscience, and more. Produced by ⁠Christopher Gates⁠ Music by ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠George Ko⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ & Suno

The automobile industry is one of the most pivotal in the world, both due to its scale and its nexus at the heart of the manufacturing systems in countries such as the United States, Germany, Japan, Korea and China. There’s a massive transformation of the industry underway as consumers transition from internal combustion engines to electric vehicles, and China is increasingly leading the way with innovative and affordable cars from the likes of BYD and others. How will the future of the industry change, and how do the political dynamics of China’s leadership affect which countries will win — and which will falter? Our upcoming Riskgaming scenario, “Powering Up: China’s Global Quest for Electric Vehicle Dominance,” simulates this complex business environment by fusing the transition from ICEs to EVs with the opaque vagaries of China’s national security and industrial policies. It’s designed by Ian Curtiss, who lived and worked in China for many years before decamping to Arizona and continuing to build a series of tabletop games covering everything from the geopolitics of the modern world to the politics of medieval Europe on the Iberian Peninsula. Ian and host Danny Crichton talk about “Powering Up” and its design, how the tradeoffs in the game can inform decision-making in the real world, and why people are so engaged with the Riskgaming model of gameplay.

Welcome to The Orthogonal Bet, an ongoing mini-series that explores the unconventional ideas and delightful patterns that shape our world. Hosted by ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠Samuel Arbesman⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠. In this episode, the Sam speaks with novelist Lev Grossman. A longtime fan of Lev’s novels, the host delves into his works, including The Magicians trilogy—a splendid set of books about a university for magic, fantastical worlds, and much more. These books are amazing. Lev’s newest book is the novel The Bright Sword, a retelling of the legends of King Arthur, particularly focusing on what happens after Arthur dies. The Sam devoured The Bright Sword and found it fascinating. It’s a book that weaves together ideas about gods and magic, the layering of myths across history, and much more—all topics explored in the conversation with Lev. Lev and Sam discuss the story of King Arthur, its gaps and its history, the layering of gods and stories over time, the nature of magic and religion, the importance of secondary worlds, and the magic in The Magicians versus the magic of The Bright Sword. They even have a chance to discuss Lev’s next project, which is a space opera. This episode was a lot of fun. Produced by ⁠⁠⁠⁠CRG Consulting⁠⁠⁠⁠ Music by ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠George Ko⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ & Suno

China’s pivot from open to closed over the past decade has been striking. It wasn’t so long ago that tens of thousands of students and thousands of journalists and researchers were living and studying in the country, with multitudes of ambitious business executives spread across the nation’s financial capitals. Now, the number of Americans traveling and living in China has hit another low. With less grounded information, what are Americans missing about its most important trade partner and its growing adversary? Randal Phillips knows the crisis better than anyone. The former chief CIA representative in China and a 28-year veteran of the agency’s Directorate of Operations, he retired for the world of business consulting, focusing on answering key geopolitical and business landscape questions for global clients. He was also vice chairman of the American Chamber of Commerce in China. Now, he’s increasingly concerned about the closing of the country’s borders and information systems, making it increasingly challenging for executives and political leaders to understand what they don’t know. Randal and host Danny Crichton talk about the recent Department of Justice indictment against the Sinaloa drug cartel and underground Chinese money launderers, and then we cover the fentanyl crisis, the shrinking space for information and due diligence firms on China’s economy, the challenges of operating on the mainland and the CIA’s operations, and finally, what the prognosis is for China’s economy in the years ahead.

Welcome to The Orthogonal Bet, an ongoing mini-series that explores the unconventional ideas and delightful patterns that shape our world. Hosted by ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠Samuel Arbesman⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠. In this episode, Sam speaks with Alex Miller, a software developer and artist known for his work on a project called Spacefiller. This project exemplifies generative art, where computer code is used to create art and imagery. Spacefiller itself is a pixelated form of artwork that feels organic and biological, but is entirely crafted through algorithms. Sam invited Alex to discuss not only Spacefiller, but also the broader world of generative art, and the concept of coding as a fun and playful activity. Together, they explore topics such as the distinction between computation as art and computation as software engineering, the nature of algorithmic botany, and even the wonders of graph paper. Produced by ⁠⁠⁠CRG Consulting⁠⁠⁠ Music by ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠George Ko⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ & Suno

China’s vertiginous rise over the past three decades has finally dawned on the Washington DC foreign policy blob. The hopes and dreams of China’s reform-and-opening period have transitioned to the fear and loathing of the Xi era, triggering broad concerns about America’s standing in the world today and in the future. Are we falling behind China in economic performance, research, dynamism and talent? Are America’s best days behind it? For Dmitri Alperovitch, the answer is an emphatic “no.” The co-founder and former CTO of cybersecurity firm Crowdstrike and the co-author of this year’s “World on the Brink: How America Can Beat China in the Race for the Twenty-First Century,” Alperovitch believes that the United States already has all the qualities to extend Pax Americana for another century. In his view, there is far too much cynicism in DC these days, and not enough of the optimism for the future that he bears with him from years as an entrepreneur and as an immigrant from the former Soviet Union. Alperovitch and host Danny Crichton discuss the qualities that America still has going for it, and how the media overemphasizes negative trends at the expense of a more holistic picture of America’s performance. We then talk about upgrading the Defense Department, the need for better procurement around emerging technologies, the advent of software complementing hardware on the battlefield, and the lessons we can learn from Ukraine’s experience fighting Russia.

Welcome to The Orthogonal Bet, an ongoing mini-series that explores the unconventional ideas and delightful patterns that shape our world. Hosted by ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠Samuel Arbesman⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠. In this episode, Sam speaks with J. Doyne Farmer, a physicist, complexity scientist, and economist. Doyne is currently the Director of the Complexity Economics program at the Institute for New Economic Thinking at the Oxford Martin School and the Baillie Gifford Professor of Complex Systems Science at the Smith School of Enterprise and the Environment at the University of Oxford. Doyne is also the author of the fascinating new book “Making Sense of Chaos: A Better Economics for a Better World.” Sam wanted to explore Doyne’s intriguing history in complexity science, his new book, and the broader field of complexity economics. Together, they discuss the nature of simulation, complex systems, the world of finance and prediction, and even the differences between biological complexity and economic complexity. They also touch on Doyne’s experience building a small wearable computer in the 1970s that fit inside a shoe and was designed to beat the game of roulette. Produced by ⁠⁠CRG Consulting⁠⁠ Music by ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠George Ko⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ & Suno

Welcome to The Orthogonal Bet, an ongoing mini-series that explores the unconventional ideas and delightful patterns that shape our world. Hosted by ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠Samuel Arbesman⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠. In this episode, Sam speaks with Tarin Ziyaee, a technologist and founder, about the world of artificial life. The field of artificial life explores ways to describe and encapsulate aspects of life within software and computer code. Tarin has extensive experience in machine learning and AI, having worked at Meta and Apple, and is currently building a company in the field of Artificial Life. This new company—which, full disclosure, Sam is also advising—aims to embody aspects of life within software to accelerate evolution and develop robust methods for controlling robotic behavior in the real world. Sam wanted to speak with Tarin to discuss the nature of artificial life, its similarities and differences to more traditional artificial intelligence approaches, the idea of open-endedness, and more. They also had a chance to chat about tool usage and intelligence, large language models versus large action models, and even robots. Produced by ⁠CRG Consulting⁠ Music by ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠George Ko⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ & Suno

In this episode of the RISKGAMING Podcast, host Danny Crichton sits down with columnist Michael Magnani to dissect the explosive rise of legalized sports betting in America and its far-reaching consequences. The conversation then pivots to broader geopolitical topics, including the role of open-source intelligence in modern warfare and how technology is changing the defense landscape. They wrap the episode up with a look at Japan’s election results and the shifting political dynamics that could alter the balance of power in the Indo-Pacific.

Science is the world’s greatest force for progress, but how are the people and institutions that compose this critical activity performing? More specifically, how well is American science competing as more and more countries focus on sci-tech supremacy as a key aspect of building power? The frontiers of technology are determinative of destiny, and so who is pushing those boundaries furthest is crucial to understand. Those questions and more are what Lux Capital’s co-founder and managing partnerJosh Wolfe and Riskgaming host Danny Crichton talk about. Riffing on Lux’s most recent LP quarterly letter, which emphasized the tension between the nihilist antihero of V for Vendetta against the collaborative community at the heart of scientific progress, the two debate the promise of greater prosperity against the concerning signals of stagnation that are talked about relentlessly in the press. Among the other topics the two discuss are why scientists continue to compete so ferociously for recognition; the sins of human nature; why the cultures of labs, schools and nations is so vital for progress; recent capital market changes particularly around interest rates; AI’s influence in the sciences; and finally, how VCs will make money in AI — and how they can also lose tens of billions of dollars as valuations evaporate.

Welcome to The Orthogonal Bet, an ongoing mini-series that explores the unconventional ideas and delightful patterns that shape our world. Hosted by ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠Samuel Arbesman⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠. In this conversation, he speaks with Omar Rizwan, a programmer currently working on Folk Computer. Omar has a longstanding interest in user interfaces in computing and is now focused on creating physical interfaces that enable computing in a more communal and tangible way—think of moving sheets of paper in the real world and projecting images onto surfaces. Folk Computer is an open-source project that explores a new type of computing in this vein. Samuel engages with Omar on a range of topics, from Folk Computer and the broader space of user interfaces, to the challenges of building computer systems and R&D organizations. Their conversation covers how Omar thinks about code and artificial intelligence, the world of physical computing, and his childhood experiences with programming, including the significance of meeting another programmer in person for the first time. Produced by CRG Consulting Music by ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠George Ko⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ & Suno

This week, Hezbollah fighters in Lebanon were injured and killed by the thousands across two waves of attacks when their pagers and walkie-talkies exploded. Presumably orchestrated by Israel, it’s one of the most complex and successful supply-chain attacks in world history, and it has mesmerized the global espionage community. We wanted to go deeper into supply-chain risks, and so we brought Nick Reese onto the Riskgaming podcast to talk more. Nick was the inaugural director of emerging technology policy at the US Department of Homeland Security, where he developed policies across cybersecurity, artificial intelligence, quantum computing and more. Today, he’s the CEO and founder of his own business, Frontier Foundry Corporation, as well as a faculty member at New York University. Nick and host Danny Crichton talk about the attack on Hezbollah and consider the networked challenges of securing supply chains for the United States. The two then swing wider to the national security challenges inherent in emerging technologies and how public-private partnerships are mitigating some of those risks.

Welcome to The Orthogonal Bet, an ongoing mini-series that explores the unconventional ideas and delightful patterns that shape our world. Hosted by ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠Samuel Arbesman⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠. In this episode, Sam speaks with Eli Altman, the managing director of A Hundred Monkeys, a company that specializes in the art of naming. A Hundred Monkeys works with clients to come up with the perfect name for a company, product, or anything else that requires a name. The art of naming is a fascinating subject. Throughout human history, the power of names has been a recurring theme in stories and religion. A well-crafted name has the ability to evoke emotions and associations in a profoundly impactful way. Sam invited Eli to the show because he has been immersed in this field for decades, growing up with a father who specialized in naming. The conversation explores the intricacies of this art, how experts balance competing considerations when crafting a name, the different types of names, and what makes a name successful. They also discuss the importance of writing and storytelling in naming, the impact of AI on the field, and much more. Produced by ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠Christopher Gates⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ Music by ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠George Ko⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ & Suno

The old adage of “If you build it, they will come” might be translated into chip design better as, “You can’t build it, since they don’t exist.” The small but crucial profession of chip design used to be a quieter niche within the broader semiconductor market, with just a handful of companies hiring PhD grads. Now, with trillion-dollar companies like Apple, Google, Meta and more all looking to develop custom silicon, securing chip designers is suddenly an ultra-competitive business — and wages are soaring. At its source is the rise of artificial intelligence and the need for custom silicon to improve the performance-to-power ratio in contexts ranging from mobile devices to data centers. Apple’s launch this week of its new iPhone 16 line is a case in point: years of design work have afforded Apple the ability to deliver its “Apple Intelligence” product with on-device inference with relatively minimal effect on battery life. Now, dozens of more companies want to compete in this bubbly market and beyond. Lux general partner Shahin Farshchi and host Danny Crichton talk about the evolution of chip design and how an incumbent oligopoly of electronic design automation companies are now facing new competition from AI-driven competitors. We talk about the history of the EDA market and why custom silicon is really a reversion to historical norms, why designing chips hasn’t changed much in decades and is now rapidly changing for the first time, how large tech companies are using chip design to vertically integrate, the growing exponential complexity of modern chips, and finally, how startups are poised to have access to this market for the first time in a generation. Produced by ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠Christopher Gates⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ Music by ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠George K

Welcome to The Orthogonal Bet, an ongoing mini-series that explores the unconventional ideas and delightful patterns that shape our world. Hosted by ⁠⁠⁠⁠⁠⁠⁠⁠⁠Samuel Arbesman⁠⁠⁠⁠⁠⁠⁠⁠⁠. In this episode, Sam speaks with ⁠Alex Komoroske⁠, a master of systems thinking. Alex is the CEO and co-founder of a startup building at the intersection of AI, privacy, and open-endedness. Previously, he served as the Head of Corporate Strategy at Stripe, and before that, spent many years at Google, where he worked on the Chrome web platform, ambient computing strategy, Google Maps, Google Earth, and more. The throughline for Alex is his focus on complex systems, which are everywhere: from the Internet to biology, from the organizations we build to society as a whole. These systems consist of networks of countless interacting parts, whether computers or people. Navigating them requires a new mode of thinking, quite different from the top-down rigid planning many impose on the world. Alex is deeply passionate about systems thinking and its broad implications—from making an impact in the world and navigating within and between organizations to understanding undirectedness and curiosity in one’s work. His more bottom-up, improvisational approach to systems thinking reveals insights on a range of topics, from how to approach large tech companies and the value of startups, to a perspective on artificial intelligence that untangles hype from reality. Produced by ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠Christopher Gates⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ Music by ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠George Ko⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ & Suno Show notes: Chapters 00:00 Thinking in Terms of Systems 04:11 The Adjacent Possible and Agency 08:21 Saruman vs. Radagast: Different Leadership Models 13:17 Financializing Value and the Role of Radagasts 21:59 Making Time for Reflection and Leverage 25:18 Different Styles and Time Scales of Impact 28:14 The Challenges of Large Organizations and the Tyranny of the Rocket Equation 34:10 The Potential and Responsibility of Generative AI 45:12 Disrupting Power Structures and Empowering Individuals through Startups Takeaways Embrace the complexity and uncertainty of systems when approaching problem-solving. Shift the focus from individual heroics to collective efforts and systemic thinking. Recognize the value of the Radagast approach in nurturing and growing the potential of individuals and teams. Consider the different dynamics and boundaries within large organizations and startups. Take the time to step back, reflect, and find leverage points for greater impact. Focus on your highest and best use, not just what you're good at, but what leads to something you're proud of. Consider the long-term implications of your actions and whether you would be proud of them in the future. Large organizations can become inefficient and lose focus due to coordination challenges and the tyranny of the rocket equation. Open source can be a powerful force for good, but it can also be used as a control mechanism by larger organizations. Generative AI has the potential to make the boundary between creators and consumers more porous, but responsible implementation is crucial. Startups offer the opportunity to disrupt existing power structures and business models, giving individuals more sovereignty and control over their data. Keywords systems thinking, uncertainty, complexity, individual heroics, collective, leadership, Saruman, Radagast, startups, large organizations, large organizations, values, decision-making, generative AI, startups, data sovereignty