AI Snacks With Romy & Roby

Dr. Anastassia Lauterbach

AI Snacks with Romy&Roby is a podcast that translates AI and robotics technologies from complex scientific concepts into easy-to-understand discussions, making them accessible for teens, parents, teachers, and anyone curious about AI. Through real-world stories and expert interviews, the show is dedicated to democratizing AI knowledge and empowering the general population to understand how AI is developed and applied in everyday life. The podcast is part of the Romy&Roby and AI Edutainment universe.

  1. 4D AGO

    62: Trusworthy by Design: Context-Rich AI in Healthcare with Ben Lengerich

    Summary Ben Lengerich discusses the importance of context in AI for healthcare, the role of generalized additive models (GAMs), and the challenges of data quality and data compliance. He emphasizes the need for responsible AI practices and highlights the impact of historical data on current medical practices. The discussion also touches on the future of personalized medicine and the necessity of investing in AI to improve healthcare outcomes. Ben Lengerich is an assistant professor of Statistics at the University of Wisconsin–Madison and the founder of Intelligible, where he develops context-adaptive, interpretable AI methods to turn real‑world clinical data into reliable evidence for precision medicine. His research sits at the intersection of machine learning, computational genomics, and medical informatics, with a focus on models that are transparent to clinicians and that account for the specific health context of each patient. Before joining UW–Madison, he was a postdoctoral associate and Alana Fellow at MIT CSAIL and the Broad Institute, advised by Manolis Kellis, after earning his PhD in Computer Science and an MS in Machine Learning from Carnegie Mellon University, where he worked with Eric Xing on methods to uncover patterns in complex biomedical data.     Takeaways: AI systems must understand context in healthcare to be effective. Generalized additive models (GAMs) enhance interpretability in AI. Data quality is paramount for successful AI applications in healthcare. Debugging datasets can uncover systemic issues in healthcare. Surprising insights from predictive modeling can inform better practices. Responsible AI practices are crucial in medical applications. Historical data continues to influence current medical practices. Compliance with regulations is a significant challenge for AI in healthcare. Legacy infrastructure poses barriers to AI implementation. Investing in AI can lead to improved healthcare outcomes and efficiency. Chapters: 00:00 Introduction to another AI Snack on AI in Healthcare: Data, Context, Interpretability 02:02 Understanding Context in Healthcare AI 04:54 Generalized Additive Models Explained 07:41 The Importance of Data Quality 10:53 Debugging Datasets in Healthcare 13:50 Surprising Insights from Predictive Models 16:52 Responsible AI in Medicine 19:47 Historical Impact on Medical AI 22:28 Compliance and Regulations in Medical AI 25:50 Bridging Legacy Infrastructure with AI 28:03 The Future of AI in Healthcare 31:43 AI Literacy for Healthcare Providers 34:45 The Case for AI Investment in Healthcare Hyperlinks: Ben Lengerich: LinkedIn profile X profile Intelligible website Anastassia: Anastassia Lauterbach - LinkedIn First Public Reading, Romy, Roby and the Secrets of Sleep (1/3) First Public Reading, Romy, Roby and the Secrets of Sleep (2/3) First Public Reading, Romy, Roby and the Secrets of Sleep (3/3) AI Snacks with Romy and Roby @romyandroby “Leading Through Disruption” AI Edutainment The AI Imperative Book Romy & Roby Book Substack

    38 min
  2. FEB 10

    61: Digital Resurrection: The Science Behind Cryonic Dreams with John R. Carlos

    Summary John Rodriguez Carlos shares his journey from a long military career to becoming a writer, discussing the inspiration behind his novel “Chronic Dreams,” which explores themes of AI, cryonics, and the nature of consciousness. He delves into the implications of digital consciousness, the complexities of intelligence, and the role of AI in shaping our future. The discussion also touches on the purpose of writing and the human motivation behind storytelling, emphasizing the importance of preparing for the future through thoughtful dialogue. John R. Carlos is a retired Royal Australian Air Force Wing Commander who served for about 42 years in a range of operational and leadership roles across Australia and on overseas deployments before retiring in 2020 and turning to fiction writing. Born in Madrid and raised in Perth, Western Australia, he later studied through associate and advanced diploma programs, then retrained in creative writing after leaving the military to pursue a long-held ambition to become an author. His bibliography at this stage centers on his debut novel Cryonic Dreams: Awakening (2025), a near‑future science‑fiction thriller and Book 1 of a planned “Cryonic Dreams” trilogy, which explores successful cryonic reanimation, global power struggles, and the ethical and political implications of controlling life and death.    Takeaways John's military background shaped his sense of duty and creativity. His trilogy “Chronic Dreams” explores AI and cryonics, with the first novel being already published, and the second in preparation to be released. AI's role in the future is both promising and concerning. The preservation of identity is a central theme in his work. Digital consciousness raises questions about the soul. Speculative fiction serves as a warning for future challenges. Writing is a means to find meaning and purpose in life. AI can mimic creativity but lacks true human experience. Conversations about technology are crucial for shaping our future. Chapters 00:00 Introduction to cryonic technologies 07:23 Journey from Military to Writing 10:27 The Inspiration Behind 'Cryonic Dreams' 15:40 Exploring AI and Cryonics in Fiction 18:20 Digital Consciousness vs. Cryonics 21:57 The Complexity of Intelligence and Consciousness 24:61 AI's Role in the Future 28:56 Speculative Futures and Human Progress 34:46 The Purpose of Writing and Human Motivation   Hyperlinks: Amazon: Cryonic dreams: Awakening book John Rodriguez Carlos LinkedIn   Article on Tomorrow: How Many People Are Currently Cryonically Preserved? Paper: In the End We Become Our Avatars: An Exploration of Artificial Intelligence and Digital Afterlives   Anastassia Lauterbach - LinkedIn First Public Reading, Romy, Roby and the Secrets of Sleep (1/3) First Public Reading, Romy, Roby and the Secrets of Sleep (2/3) First Public Reading, Romy, Roby and the Secrets of Sleep (3/3) AI Snacks with Romy and Roby @romyandroby “Leading Through Disruption” AI Edutainment The AI Imperative Book Romy & Roby Book Substack

    39 min
  3. FEB 3

    60: LLMs That Reason: Knowledge Graphs, Ontologies, and the Future of AI with Joe Miller

    Summary Anastassia and Joseph Miller delve into the complexities of artificial intelligence, particularly focusing on the limitations of large language models (LLMs) and the importance of embedding causality and reasoning into AI systems. Joseph critiques the current transformer model architecture, explaining how it lacks a true understanding of causality, which is essential for meaningful interactions. He emphasizes that while LLMs can generate convincing language, they lack a world model that would enable them to reason or understand the implications of their outputs. This leads to discussions on the necessity of ontologies and knowledge graphs to provide a structured understanding of the world, enabling AI to operate more effectively in real-world contexts. The conversation also touches on the future of AI in the workplace, with Joseph expressing a somewhat pessimistic view of labor disruption from AI advancements. He believes that while AI can enhance productivity, it may also lead to significant job losses, as many roles could be automated. However, he remains hopeful about the potential for humans and AI to work together, emphasizing the need for accountability and responsibility in AI applications. The discussion concludes with reflections on the importance of AI literacy and the potential for a future in which humans and AI coexist harmoniously, leveraging each other's strengths. Joseph (Joe) Miller, PhD, is a physicist, scientist, and serial entrepreneur who serves as Co‑Founder and Chief AI Officer at Vivun, where he builds AI sales agents that embed expert domain knowledge into real‑world workflows. Before Vivun, he worked at Bridgewater Associates on expert systems for systematic decision‑making and later founded Battery CI, a quantitative FX hedge fund, and co‑founded other tech ventures at the intersection of AI, finance, and digital identity. Across his roles, Miller focuses on causal inference, world models, and knowledge‑centric AI, translating deep technical ideas into practical systems for high‑stakes enterprise environments like sales, trading, and strategic decision‑making.​ Takeaways Judea Pearl’s “The Book of ‘Why’” is a must-read to understand foundations of causality and what current AI systems lack. LLMs lack a true understanding of causality. Embedding ontologies can enhance AI's reasoning capabilities. AI's productivity gains may lead to significant job disruption. Humans must remain accountable for AI's decisions. AI makers will be liable for product issues in AI services and applications. AI literacy is crucial for navigating future challenges. Chapters 00:00 Introduction to the episode: Looking into AI and reasoning LLMs 03:11 Discussing two books: “Nexus” and “The Book of ‘Why’” 07:36 Limitations of Large Language Models today 14:50 Embedding Context with Ontologies and Knowledge Graphs into LLMs 18:31 The Convergence of AI Approaches as a possible path to a reasoning AI 20:52 Defining Ontologies and Knowledge Graphs 25:45 Innovation Through Interdisciplinary Knowledge in AI as a necessity 30:04 Dynamic Learning in LLMs 34:15 ‘World Models’ and Their Impact in AI 35:14 The Future of AI and Accountability, AI Ethics 40:03 Human-AI Collaboration in the Workplace 47:06 The Importance of AI Literacy Hyperlinks: Joe Miller and Vivun/ AI in sales: LinkedIn profile MiraCosta Alumni blog post Vivun website AI adoption in companies Statistics about AI in sales Anastassia: Anastassia Lauterbach - LinkedIn First Public Reading, Romy, Roby and the Secrets of Sleep (1/3) First Public Reading, Romy, Roby and the Secrets of Sleep (2/3) First Public Reading, Romy, Roby and the Secrets of Sleep (3/3) AI Snacks with Romy and Roby @romyandroby “Leading Through Disruption” AI Edutainment The AI Imperative Book Romy & Roby Book Substack

    50 min
  4. JAN 27

    59: Kiddie Chatbots, Clone Employees, Digital You: Language AI with Rob LoCascio

    Summary: Robert LoCascio shares his journey from founding LivePerson to creating innovative AI solutions for children and adults. He discusses the importance of creativity in childhood development and the role of AI in enhancing human capabilities. Robert emphasizes the need for safe AI environments for children and the importance of teaching AI literacy to empower the next generation. He also explores the myths surrounding AI and the significance of data ownership in the age of technology. Robert LoCascio is best known as the founder and long‑time CEO of LivePerson, the company that pioneered web chat and conversational interfaces for customer service and commerce, which he led from 1995 to 2023 and grew into a multibillion‑dollar NASDAQ‑listed business. He is also a co‑founder of EqualAI, a nonprofit focused on reducing bias in AI systems, launched with leaders like Arianna Huffington and Jimmy Wales. Through his Dream Big Foundation, he created programs like FeedingNYC and the Dream Big Entrepreneurship Initiative to support vulnerable families and underserved entrepreneurs.​​ Takeaways: Robert's journey from sleeping on a couch to founding LivePerson. The importance of resilience and problem-solving in entrepreneurship. AI should empower creativity in children, not replace human interaction. Understanding AI requires demystifying its capabilities and limitations. Data ownership is crucial for individuals in the age of AI. Children's creativity can be harnessed through safe AI environments. AI can replicate human qualities without replacing them. Teaching AI fundamentals is essential for future generations. The human element in technology is vital for meaningful interactions. Storytelling can enhance children's engagement with AI.   Chapters: 01:58 Robert LoCascio's Journey and Pivotal Moments 05:00 Defining Childhood and Adulthood in the Age of AI 06:58 Understanding AI: Myths and Realities 10:38 The Role of Data in AI Development 14:02 The Future of AI: Ownership and Creativity 16:38 Technology for Children: Safe AI Experiences 19:03 Humanity in AI: Bridging the Gap 23:15 Navigating Childhood Development in a Digital Age 25:16 The Impact of Technology on Children 29:30 Fostering Creativity in Kids 32:01 Data and Cultural Literacy for Children 36:07 Storytelling and the Hero's Journey 38:20 Global Reach and Future Vision for AI in Education 39:05 AI Literacy Across Generations Hyperlinks: Wikipedia post about Rob uare.ai website kidco.ai website Eternos.life website Rob's LinkedIn  Paper: Application of artificial intelligence in early childhood development: a scoping review protocol Anastassia Lauterbach - LinkedIn First Public Reading, Romy, Roby and the Secrets of Sleep (1/3) First Public Reading, Romy, Roby and the Secrets of Sleep (2/3) First Public Reading, Romy, Roby and the Secrets of Sleep (3/3) AI Snacks with Romy and Roby @romyandroby “Leading Through Disruption” AI Edutainment The AI Imperative Book Romy & Roby Book Substack

    41 min
  5. JAN 20

    58: How AI is Reshaping Norway with Marion Loken

    Summary: Anastassia and Marion Loken discuss the advancements and challenges of AI in Norway, highlighting the country’s high level of digitization, trust in institutions, and historical mathematical expertise. They discuss the development of a Norwegian LLM, literacy programs at the national and corporate levels, and ethical considerations surrounding the development and use of ML and genAI technologies.  Marian Loken is a visionary leader in digitalization, data analytics, and AI, currently serving as VP of Insights and Analytics at Strawberry. She has held senior roles at major organizations, including FINN.no, Schibsted Marketplaces, NAV, McKinsey & Company, and Norsk Tipping. Her leadership has been acknowledged with inclusion in Norway's Top 50 Women in Tech list for 2025, highlighting her impact on the tech industry and her commitment to empowering organizations through technology and data. Key Takeaways: In Norway, a high level of digitization, institutional trust, and math literacy foster the adoption and development of AI. Norway is one of the few countries with a large Norwegian-language model. Its development faces initial challenges, but after three years advanced. Norway follows the EU AI Act, as the country is focused on AI ethics. This includes paying attention to the engineering level of genAI technologies, where rules are set by builders and reflect their ideology and beliefs.  Transparency is key to adopting genAI technologies, and it primarily concerns the engineering layer. Motor insurance is one of the early adopters of AI, offering immediate claims payouts once the insured sends a picture of the damage. Data quality is imperative to any AI program. Culture and change management are key to delivering on AI.  Communicating the ‘why’ and ‘how’ around AI adoption is important to deliver on personalized technologies, e.g., addressing the gambling addiction in the national gambling industry. Trust in institutions leads to taking risks, which is positive for boosting AI adoption. Democratizing AI literacy and AI adoption beyond China and the US, addressing the climate dilemma behind current LLMs and AI based on transformers and developing applications to let people experience things through the perspectives and eyes of others are important topics to further develop AI. Chapters: 00:00 Introduction to the episode, statistics about AI in Norway 4:03 AI in Norway: Norwegian LLM, national policy, use of AI in public sector 09:50 AI Literacy programs in Finland and Norway 11:48 Demographics and AI in Norway, AI in healthcare 14:14 AI funding in Norway, China and the US 18:10 EU AI Act and Norway 21:20 Practical compliance with the EU AI Act and genAI - addressing the engineering layer 22:50 AI in motor insurance in Norway: a use case 24:53 AI and personalization to address gambling addiction: a use case 27:27 Preconditions to developing and growing AI in Norway: trust, math and AI Literacy programs 34:14 understanding privacy: the Grok example 37:08 Suggestions of topics for beneficial and safe AI development: democratization, addressing environmental burden due to current AI architectures, AI enabling seeing the world through someone else’s eyes Hyperlinks: Marion Loken: LinkedIn profile Sessionize profile NDC conference RankMyAI: AI Report Norway 2025 Anastassia: Anastassia Lauterbach - LinkedIn First Public Reading, Romy, Roby and the Secrets of Sleep (1/3) First Public Reading, Romy, Roby and the Secrets of Sleep (2/3) First Public Reading, Romy, Roby and the Secrets of Sleep (3/3) AI Snacks with Romy and Roby @romyandroby “Leading Through Disruption” AI Edutainment The AI Imperative Book Romy & Roby Book Substack

    42 min
  6. JAN 13

    57: AI & Learning How to Learn and Stay Human with Dr. Brian E. Arnold

    Dr. B discusses the evolution of knowledge retention in education, emphasizing the shift from memorizing information to learning how to learn, particularly in the context of AI's role in modern education. He highlights the importance of teaching critical thinking and the ability to discern truth in an age where information is readily available at our fingertips. Dr. Brian E. Arnold is an educator, leadership coach, and entrepreneur who began his academic journey as a special education student and went on to earn a doctorate in Educational Leadership. A former world‑class athlete, he has served as a teacher, college professor, and administrator, and now works as a mortgage loan officer and leadership consultant. He is the founder of the Journey to Freedom initiative (for Black men’s success), The Remote Assistant Pros (a virtual staffing firm), and Metro Funding Group (helping families with estate planning). Brian is also a speaker, chaplain, and deeply involved in community service, especially around housing, education, and racial equity. Dr. Brian E. Arnold podcasts focused on personal growth, leadership, and living with purpose:​ The Journey to Freedom Podcast and Living Boldly With Purpose. Dr. Arnold’s last book is titled “Relationship vs. AI: How to Stay Human in the Age of Artificial Intelligence”. He explores how AI is changing the way people connect, communicate, and create, and offers practical guidance on using AI to enhance (not replace) human relationships, creativity, and purpose.   Takeaways We have transitioned from ‘needing to know everything’ to ‘learning how to learn.’ Kids today don't need to retain knowledge as we did in the past. The availability of information through devices changes educational needs. We are not teaching children how to find and test information. Critical thinking skills are essential in the digital age. Understanding relationships with technology is crucial for modern learners. Memorization is less important than the ability to learn. Education must adapt to the realities of information access. AI serves as a tool to enhance learning, not replace it. Chapters 00:00 Introduction to Dr. B.and the podcast 01:28 The book “Solaris” and human quest to find mirrors instead of alien civilizations 10:28 Dr. B's Personal Journey 16:28 The Role of Technology 23:28 AI and Human Relationships 28:28 Philosophical Reflections on AI 34:28 Community and Connection 20:28 Future of AI and Education Hyperlinks: Brian Arnold Website Podcast The Journey To Freedom Podcast Living Boldly With Purpose https://podcasts.apple.com/us/podcast/living-boldly-with-purpose/id1789815699 Brian Arnold’s Books Anastassia Lauterbach - LinkedIn First Public Reading, Romy, Roby and the Secrets of Sleep (1/3) First Public Reading, Romy, Roby and the Secrets of Sleep (2/3) First Public Reading, Romy, Roby and the Secrets of Sleep (3/3) AI Snacks with Romy and Roby @romyandroby “Leading Through Disruption” AI Edutainment The AI Imperative Book Romy & Roby Book Substack

    37 min
  7. JAN 6

    56: Signals and Sensemaking: Human Edge in AI-Powered Trading with Afshin Moshrefi

    Summary   In this episode, Afshin Mashrefi emphasizes approaching financial markets as an engineer rather than as a Wall Street traditionalist: define behavior, measure it rigorously across regimes, and only then ship tools that help humans decide. He explains how TradeWave’s AI infrastructure ingests long‑run market data, normalizes it, and uses pattern‑detection and seasonality models to surface high‑probability periods and setups, while still keeping outputs deterministic and reproducible so traders can audit why a given pattern appears. Throughout the dialogue, both he and Anastassia stress that “humans still set the pattern, AI helps size the odds”: algorithms can rank historical tendencies and flag anomalies, but risk, position sizing, and the decision to act remain squarely with the human trader and leader.   Afshin Moshrefi’s thinking around the 100‑Year Pattern begins with a simple question: are widely repeated “seasonal” stories about markets backed by real data, or are they just trader folklore? To answer it, he spent years building his own data engine, running nearly a century of S&P 500 history—close to a trillion data points—through systematic seasonality tests and election‑cycle analysis, eventually isolating a long‑horizon pattern that explains a disproportionate share of index returns. In his framing, the 100‑Year Pattern is less a magic formula and more a probabilistic map: a recurring October‑to‑September window within the four‑year presidential cycle that historically outperformed simple buy‑and‑hold by a large factor, plus a family of related seasonal setups traders can use as scaffolding for decisions. Afshin Moshrefi is a data scientist, inventor, and entrepreneur focused on applying AI and pattern recognition to financial markets. He is the founder and CTO of TradeWave AI. This platform turns long‑term market seasonality and trillions of historical data points into tradable “patterns” for options and equities traders. Trained as an engineer (M.S. in Electrical Engineering with a focus on statistical physics), he has spent decades building AI‑driven products across telecom, healthcare, IoT, and trading. He holds multiple patents in proactive user interfaces, media recommendations, and crowdsourced problem-solving. He is also the author of The 100‑Year Pattern, an Amazon #1 new release that argues long‑horizon market seasonality can be quantified and used as a probabilistic “map” for traders, with AI helping to surface and size those recurring patterns. Key Takeaways:  Investors can achieve significant success by applying the seasonality hypothesis to their trading. A solid scientific foundation is key before deploying an AI and automation platform.   Chapters: 1:22 Afshin's path into AI-powered trading 3:46 Physics as a statistically driven discipline; AI roots in statistics 5:21 Randomness of technical financial analysis vs fundamental analysis of companies' health, and why excellent outcomes can't exist without fundamental analysis 9:27 What constitutes the 100-year pattern? 12:12 Discovery of the pattern 14:40 TradeWave as a research platform 18:17 AI vs. data science 20:18 History of working with seasonality 24:05 Scientific concept came first, building the platform happened second 27:38 Overreliance on AI in trading and trading automation: pitfalls and issues 30:14 AI agents as a team of capable workers Hyperlinks: Afshin Moshrefi LinkedIn Twitter/X Website TradeWave Book Afshin About His Book Anastassia Lauterbach - LinkedIn First Public Reading, Romy, Roby and the Secrets of Sleep (1/3) First Public Reading, Romy, Roby and the Secrets of Sleep (2/3) First Public Reading, Romy, Roby and the Secrets of Sleep (3/3) AI Snacks with Romy and Roby @romyandroby “Leading Through Disruption” AI Edutainment The AI Imperative Book Romy & Roby Book

    34 min
  8. JAN 1

    55: AI to Laugh, Listen, and Collaborate in Creative Industries with Victor Varnado (Part Two)

    Summary: In the last episode of the year 2025, Victor shares his multifaceted journey as a comedian, filmmaker, cartoonist, and entrepreneur. He discusses his unique perspective on life, emphasizing simplicity and logic, and how these principles guide his creative endeavors. Victor elaborates on his innovative writing coach tool designed to assist neurodivergent individuals, and his efforts to integrate AI literacy in schools. The discussion also touches on the role of AI in creativity, the importance of reasoning and communication, and Victor's experiences with cartooning for The New Yorker. The conversation concludes with reflections on the future of AI in society and education. Takeaways: Victor describes himself as an amalgam of his childhood interests. He believes life has simple answers based on logic. Victor creates things he enjoys, aiming to help others. Victor's newsletter is a self-sustaining source of income. Its secret lies in combining engaging video games with the subscription model, keeping people interested and letting them enjoy the experience. Victor's Magic Bookifier platform includes a writing coach, enabling users to deliver a first draft of their books or essays and helping them get started with tailored questions. Cognitive offload vs. cognitive discourse is crucial for learning, and both can be addressed with AI. Victor engages with schools to promote AI literacy. He sees a need for knowledgeable AI professionals in education. Victor's first cartoon for The New Yorker took a year to publish. One should never give up while pursuing a creative endeavor. Talent wins. Victor believes AI can enhance creativity if used as a tool, not as a substitute for human skills. Organizations and schools should have someone knowledgeable about AI technologies who can pilot them and move from there to more specialized applications. Chapters: 00:00 Introduction to the Episode 02:16 Victor's Multifaceted Journey 05:02 Understanding Life Through Logic 07:54 Creating for Joy and Simplicity 10:07 Building a Self-Sustaining System of Income: Videogames in a Newsletter 13:58 The Writing Coach and Cognitive Offload 18:53 Engaging with Schools and AI Literacy 23:41 The Role of AI in Education 27:54 The Art of Cartooning and Humor 31:05 AI's Impact on Creativity 35:35 Designing AI Literacy Courses 38:13 The Future of AI in Society   Hyperlinks:  Wikipedia Victor Varnado   Company (Supreme Robot Pictures)   Magic Bookifier (main site)   Six Unseemly Questions (hosted by Victor)  Cartoon Caption Contest Podcast – “Episode 203 – Victor Varnado”   “AI for All of Us: Using AI in Everyday Life and Business (Even If You Think It’s Dumb)” Anastassia Lauterbach - LinkedIn First Public Reading, Romy, Roby and the Secrets of Sleep (1/3)  First Public Reading, Romy, Roby and the Secrets of Sleep (2/3)  First Public Reading, Romy, Roby and the Secrets of Sleep (3/3)  AI Snacks with Romy and Roby @romyandroby  “Leading Through Disruption” AI Edutainment The AI Imperative Book Romy & Roby Book

    39 min

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AI Snacks with Romy&Roby is a podcast that translates AI and robotics technologies from complex scientific concepts into easy-to-understand discussions, making them accessible for teens, parents, teachers, and anyone curious about AI. Through real-world stories and expert interviews, the show is dedicated to democratizing AI knowledge and empowering the general population to understand how AI is developed and applied in everyday life. The podcast is part of the Romy&Roby and AI Edutainment universe.