Join us on Decoded: The Future of Health for a thought-provoking discussion exploring one of the biggest challenges facing the future of biological AI: how can we build intelligent systems for healthcare when the data they learn from represents only a small fraction of global human diversity?

Recorded at CIC Cambridge, this conversation brings together leaders from biopharma, AI, and health data to examine why representative biology has become one of the defining scientific and ethical challenges of our time, and what it will take to build more inclusive foundation models for biomedical discovery.

Featuring

Dr. Carl Glittenberg, Boehringer Ingelheim
Dr. Jan Kirsten, Partex AI
Dr. Vinod Gauba, GeneVault Lifesciences

Key Discussion Topics

The conversation explores how decades of underrepresentation in genomic and biomedical datasets are shaping the capabilities and limitations of today's biological AI models.

The discussion examines why diversity in health data is not simply an equity issue, but a scientific requirement for accurate prediction, drug discovery, and precision medicine.

The panel also explores the role of foundation models, federated collaboration, and trusted data ecosystems in enabling the next generation of biomedical intelligence. Rather than viewing data as isolated institutional assets, the conversation considers how collaborative global infrastructures can accelerate discovery while respecting governance, privacy, and local stewardship.

The discussion concludes with GeneVault Lifesciences' vision for the Global BioIntelligence™ Foundation Model Initiative, an initiative designed to enable more globally representative biological AI through collaboration across regions, institutions, and communities.

Key Takeaways

•  Biological AI is only as representative as the data it is built upon. 
•  Bias in biomedical datasets can limit scientific discovery and clinical translation. 
•  Foundation models require globally representative biology to reach their full potential. 
•  Collaboration across organisations and geographies is essential to overcoming data silos. 
•  Building trusted, inclusive health data ecosystems is fundamental to the future of precision medicine. 

About Decoded

Decoded: The Future of Health is a global conversation series exploring the ideas, technologies, and collaborations shaping the future of genomics, artificial intelligence, and precision medicine through conversations with leaders across science, healthcare, and industry.

 In this episode of Decoded: The Future of Health, hosts Dr. Vinod Gauba and Darren Brodeur speak with Professor Ma’n H. Zawati, Associate Professor and Research Director at the Centre of Genomics and Policy at McGill University and Co-lead of the Regulatory and Ethics Work Stream at the Global Alliance for Genomics and Health (GA4GH). 

As artificial intelligence becomes increasingly embedded in genomics and clinical care, one question rises to the forefront: how do we build systems that are not only powerful, but trustworthy? 

The conversation explores why governance has become the defining infrastructure for global collaboration in health data and AI. Professor Zawati explains how gaps in diversity, interoperability, and policy alignment can hard encode inequity into science, and why trust is essential for ensuring that advances in precision medicine translate into real-world health impact. 

Rather than framing regulation as a barrier, this episode examines governance as the foundation that enables innovation to scale responsibly. The discussion highlights transparency, accountability, benefit sharing, and emerging models such as federation and data visiting that allow collaboration without compromising local custodianship. 

This episode offers a global perspective on what it will take to ensure that genomics and AI improve healthcare equitably, across borders and across populations. 

Decoded: The Future of Health explores the ideas, people, and systems shaping the future of precision medicine and healthcare AI around the world. 

In this episode of Decoded: The Future of Health, hosts Dr. Vinod Gauba and Darren Brodeur speak with Albarah El Khani, Chief Operating Officer of M42, one of the leaders behind one of the most ambitious national precision health initiatives in the world.

The conversation offers a rare look inside how the UAE is building a large scale, multi omic, longitudinal health ecosystem that integrates genomics, clinical data, and artificial intelligence to move precision medicine from theory into real world healthcare delivery. Rather than focusing on isolated technologies, this episode explores the systems, governance models, and long term thinking required to operate such programs at national scale.

El Khani shares perspectives on why population representative data matters, how trust and public participation shape health data strategy, and what it takes to design AI enabled healthcare systems that are both innovative and responsible. The discussion also considers what this model could mean globally, particularly for regions historically underrepresented in biomedical research.

Decoded: The Future of Health explores the ideas, people, and systems shaping the future of precision medicine and healthcare AI around the world.

Join us on Decoded: The Future of Health as we dive into the transformative field of genomic medicine with Professor Robert Green, Professor of Medicine at Harvard Medical School, medical geneticist, and physician-scientist. As Director of the Genomes2People Research Program at Brigham and Women’s Hospital, the Broad Institute, and Harvard Medical School, Professor Green has been at the forefront of accelerating the evidence-based implementation of genomic medicine. In this episode, we discuss his pioneering research on genomic disclosure, the urgent need to close diversity gaps in research, and why blind spots in our current data infrastructure represent both the greatest challenges and opportunities in precision medicine.

Join us on Decoded: The Future of Health as we dive into the transformative fields of Longevity science with Dr. Brian Kennedy, Distinguished Professor of Biochemistry and Physiology at the National University of Singapore (NUS) and Director of the Centre for Healthy Longevity, leading translational research to delay aging and extend healthspan. In this episode we discuss the increasing efficacy and research of biological clocks, the role of technology and clinical trials in developing them, and the importance of de-siloing genomic datasets for research.

Join us on Decoded: The Future of Health as we dive into the educational side of Longevity science with Dominik Thor.  Dominik is the President of the Geneva College of Longevity Science and co-founder of Tomorrowlabs, a biotechnology company pioneering cellular regeneration technologies. He bridges academia and industry to advance healthy aging solutions. In this episode, we discuss how to expand and disseminate the science of healthspan and longevity, while also dispelling misconceptions by bringing together all the experts and pooling their knowledge.

Join us on our talks with leading experts in the field of Longevity and Healthspan science to learn about the future of healthcare from the people leading the way there.  Discover groundbreaking insights into the science of aging, advanced technologies for life extension, and strategies to optimize your healthspan. In Decoded: The Future of Health, we delve into topics like regenerative medicine, biological clocks, genetic breakthroughs, and lifestyle interventions that can transform the way we age. Don't miss our in-depth conversations about extending not just lifespan but the quality of life with the world's foremost thought leaders in longevity research.

Join us on Decoded: The Future of Health as we explore the cutting-edge science of longevity with Dr. Nir Barzilai, a pioneering researcher in the genetics of human aging. As President of the Academy for Health and Lifespan Research and Director of the Institute for Aging Research at Albert Einstein College of Medicine, Dr. Barzilai has transformed our understanding of aging through his discovery of the first "longevity gene" linked to exceptional lifespan. In this episode, we sit down with Dr. Barzilai to explore the genetic and metabolic pathways that could delay age-related diseases and extend healthspan.  Don’t miss this in-depth conversation with one of the world’s leading voices in the quest to unlock the secrets of a longer, healthier life.

Join us on Decoded: The Future of Health as we dive into the world of healthcare innovation with Ali Hashemi, a visionary serial entrepreneur and CEO of meta[bolic], a hybrid healthcare platform revolutionizing metabolic disease management. In this episode, explore how AI, wearables, and behavior-driven clinical care can be harnessed to transform longevity outcomes, blending cutting-edge technology with patient-centered solutions. Don’t miss this conversation with a healthcare disruptor who’s redefining chronic disease management and shaping the future of health.

Join us on Decoded: The Future of Health as we dive into the transformative fields of Longevity science with Dr. Nicole Sirotin, an award-winning physician and global pioneer in chronic disease prevention and reversal. As CEO of the Institute for Healthier Living Abu Dhabi and former Chair of Preventive Medicine at Cleveland Clinic Abu Dhabi, Dr. Sirotin is redefining personalized healthcare by integrating genetic, metabolomic, and lifestyle data. In this episode, we tap into groundbreaking insights from her 20 years of experience to explore how her research and advocacy are shaping the science of healthspan, longevity, and patient-centered care.