AI Snacks With Romy & Roby: Democratizing AI Technologies

SummaryHow do digital twins in medicine get from the lab to the patient? It all comes down to regulation, data, and trust. In this second part with Dr. Andrée Bates (CEO, Eularis), we cover the FDA Modernization Act 2022, EU AI Act conflicts with GDPR, the UK and China regulatory landscape, digital twin ownership and liability, patient-owned health data, decentralized data markets, and what it will take — technically and culturally — to make AI-powered personalized medicine real. Plus: why medical school curricula must change, and a vision of the human-AI health future. Don't miss Part 1 (EP 79) for the science and economics foundation.Key TakeawaysThe FDA's 2022 Modernization Act was a watershed moment — it replaced mandatory animal testing with "non-clinical" methods including in silico and cell-based models. 90% of drugs that clear animal studies never make it through human trials The EU faces a three-way regulatory conflict — the AI Act, the Medical Device Regulation (MDR), and GDPR have overlapping, partially conflicting requirements; GDPR's "purpose limitation" principle is structurally hostile to digital twins, which are by definition continuously updatedUS vs. EU regulatory philosophy in one sentence: the US is outcome-based and post-market weighted ("prove it works, monitor it"); the EU is process-based and pre-market weighted ("prove your development was rigorous first") — with real consequences for patient access timelinesChina is the one to watch — the NMPA accepts in silico evidence, data sharing is state-encouraged, and population-scale twins built on integrated health records are politically feasible in a way they are not in the WestOwnership of digital twins is unresolved Patients owning their own health data — including blockchain-based consent models where patients sell data case-by-case to pharma — is already being piloted in the US The full ecosystem for digital twins requires: multi-organ integration, quantum computing power, privacy-preserving AI (e.g. federated learning), faster regulatory qualification pathways, international harmonization, and a liability frameworkThe cultural gap is the hardest barrier — public trust in computer-tested drugs lags far behind trust in animal- or human-tested ones; the first major in silico drug recall, when it happens, will be a defining political momentMedical education must change — tomorrow's clinicians need to read computational evidence confidently; few medical schools teach this yetGuest Bio — Dr. Andrée BatesDr. Andrée Bates is the Chairwoman, Founder, and CEO of Eularis, AI consultancy for the pharmaceutical and life sciences industry. She hosts her own podcast with over 220 episodes on AI in pharma. 00:00 Introduction to PART 2 with Andree Bates 01:35 Regulatory Landscape for AI and Digital Twins05:22 Comparative Analysis of US and EU Regulations10:48 Global Perspectives on AI in Healthcare14:08 Future of Personal Data Ownership in Medicine17:43 Innovative Business Models for Digital Twins21:17 The Role of AI and Quantum Computing in Healthcare27:31 Building the Future of Medicine: Preconditions and InfrastructureHyperlinks:LinkedIn Dr. Andree BatersCorporate Website EularisAI in Pharma — search on Spotify/Apple Podcasts (220+ episodes)Anastassia Lauterbach - LinkedInFirst 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 EdutainmentThe AI Imperative BookRomy & Roby Book

Summary:Anastassia and Dr. Craig Kaplan delve into the complexities of artificial general intelligence (AGI) and the evolving landscape of AI technologies. Craig emphasizes the importance of defining AGI as an AI capable of performing any cognitive task as well as an average human, highlighting the challenges of achieving true general intelligence beyond narrow applications. They discuss the historical context of AI development, the shift from symbolic AI to machine learning, and the potential of collective intelligence as a more effective approach to building AGI. Craig advocates for a community of models rather than a single monolithic AI, suggesting that this could lead to safer and more ethical AI systems that reflect diverse human values. The conversation also touches on the limitations of current AI systems, particularly their lack of understanding of causality and reasoning. Craig argues that while AI might develop its own sense of purpose, it is crucial to instill positive human values early on to guide its development. The discussion concludes by emphasizing the importance of AI literacy and critical thinking, noting that human behavior and values will significantly shape the future of AI and its impact on society.Craig A. Kaplan is an artificial general intelligence (AGI) expert and entrepreneur who focuses on collective intelligence, safe superintelligence, and practical strategies for aligning advanced AI with human values and goals. He has founded and led multiple AI-related ventures, including iQ Company, which develops AI systems to enhance human decision-making; previously, PredictWallStreet, an early crowdsourced stock prediction platform; and he speaks and writes about how to safely build and govern increasingly powerful AI systems.Takeaways:AGI is defined as AI that can perform any cognitive task like an average human.The shift from symbolic AI to machine learning in the 1960s and 1970s, big data and superb semiconductors later on enabled today’s AI revolution.Collective intelligence may offer a safer and more effective path to AGI, and this include development of individual LLMs and models based on values and perspectives of individual humans.Current AI systems lack an understanding of causality and reasoning.AI will develop its own sense of purpose, but early values are crucial.AI Literacy is imperative to build safe, transparent and beneficial AI.Chapters:00:00 Introduction to the episode: Researching Artificial General Intelligence (AGI) and the work of Dr. Craig Kaplan2:06 Introduction to AGI and AI Definitions04:16 The Evolution of AI: From Symbolic to Machine Learning07:02 The Limitations of Current AI Systems14:01 Causality and Reasoning in AI19:38 The Collective Intelligence Approach to AGI26:46 The Future of AI: Transparency and Collaboration28:37 The Purpose of AI Collectives29:25 Utopia vs. Reality in AI Development30:49 The Risks of AI: Understanding P-Doom32:16 Human Values vs. AI Intelligence35:09 Fusing Humanities with AI Engineering37:40 The Role of Human Responsibility in AI40:22 The Evolution of AI Values44:59 The Bell Curve of Society and AI's Reflection47:42 Education and AI: Building a Better Future49:38 The Necessity of AI Literacy and Critical ThinkingHyperlinks:LinkedIn profileOrcid profileAnastassia Lauterbach - LinkedInFirst 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 EdutainmentThe AI Imperative BookRomy & Roby BookSubstack

SummaryJohn 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.  TakeawaysJohn'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.Chapters00:00 Introduction to cryonic technologies07:23 Journey from Military to Writing10:27 The Inspiration Behind 'Cryonic Dreams'15:40 Exploring AI and Cryonics in Fiction18:20 Digital Consciousness vs. Cryonics21:57 The Complexity of Intelligence and Consciousness24:61 AI's Role in the Future28:56 Speculative Futures and Human Progress34:46 The Purpose of Writing and Human Motivation Hyperlinks:Amazon: Cryonic dreams: Awakening bookJohn 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 - LinkedInFirst 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 EdutainmentThe AI Imperative BookRomy & Roby BookSubstack 

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 Moments05:00 Defining Childhood and Adulthood in the Age of AI06:58 Understanding AI: Myths and Realities10:38 The Role of Data in AI Development14:02 The Future of AI: Ownership and Creativity16:38 Technology for Children: Safe AI Experiences19:03 Humanity in AI: Bridging the Gap23:15 Navigating Childhood Development in a Digital Age25:16 The Impact of Technology on Children29:30 Fostering Creativity in Kids32:01 Data and Cultural Literacy for Children36:07 Storytelling and the Hero's Journey38:20 Global Reach and Future Vision for AI in Education39:05 AI Literacy Across GenerationsHyperlinks:Wikipedia post about Robuare.ai websitekidco.ai websiteEternos.life websiteRob's LinkedIn Paper: Application of artificial intelligence in early childhood development: a scoping review protocolAnastassia Lauterbach - LinkedInFirst 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 EdutainmentThe AI Imperative BookRomy & Roby BookSubstack

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. TakeawaysWe 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.Chapters00:00 Introduction to Dr. B.and the podcast01:28 The book “Solaris” and human quest to find mirrors instead of alien civilizations10:28 Dr. B's Personal Journey16:28 The Role of Technology23:28 AI and Human Relationships28:28 Philosophical Reflections on AI34:28 Community and Connection20:28 Future of AI and EducationHyperlinks:Brian Arnold WebsitePodcast The Journey To FreedomPodcast Living Boldly With Purposehttps://podcasts.apple.com/us/podcast/living-boldly-with-purpose/id1789815699Brian Arnold’s BooksAnastassia Lauterbach - LinkedInFirst 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 EdutainmentThe AI Imperative BookRomy & Roby BookSubstack