What if the same AI tools making employees faster today are quietly weakening the capabilities organizations will need tomorrow? In Episode 3 of Now to Next: The Signal, Jason Averbook sits down with Dr. Vivienne Ming, a computational neuroscientist, entrepreneur, and researcher who has spent decades studying intelligence, human potential, and how technology changes what people can do. Vivienne shares the deeply personal transformations that shaped her work before challenging some of the most common assumptions about AI in the workplace. Drawing on her research and studies of human-AI collaboration, she explains why automating a task is not the same as developing a person, why certain forms of AI assistance can undermine learning, and why human oversight does not automatically lead to better decisions. Jason and Vivienne explore three different relationships between humans and AI: automators, centaurs, and cyborgs. Their discussion raises difficult questions about early-career talent, organizational design, leadership, and what happens when businesses no longer need the traditional roles through which people once developed expertise. The conversation ultimately asks executives to reconsider what human value means in an AI-enabled organization. If machines can increasingly produce the right answers, are we developing people who can ask better questions, challenge assumptions, and explore problems nobody knows how to solve? Highlights Why greater AI productivity does not necessarily mean employees are becoming more capable.How AI assistance can create dependence instead of developing expertise.What separates automators, centaurs, and cyborgs in human-AI collaboration.Why the familiar human-in-the-loop approach can sometimes produce worse outcomes.How AI can generate answers that look convincing even when the underlying decisions are wrong.What happens to early-career development when machines perform the work people traditionally learned from.Why Vivienne believes an individual's unique perspective becomes more valuable as routine answers become easier to produce.How hybrid intelligence differs from simply delegating tasks to AI agents.Why organizations must reconsider how they recognize, develop, and reward human capability.What Vivienne's personal transformations reveal about identity, purpose, and the difficulty of meaningful change.Why management, education, and talent development need as much attention as AI technology itself.How leaders can build organizations that make people better instead of simply making processes faster.About Jason Averbook Jason Averbook has spent thirty years watching the gap between where organizations say they are with technology and where work is actually happening. He has a name for it. He has a framework for closing it. And he built Now to Next to do exactly that. Now to Next is the AI studio Jason co-founded with Jess Von Bank in 2026, built on practitioner intelligence, original research, and the conviction that human transformation precedes digital transformation. Always has. Always will. Before Now to Next, Jason co-founded Leapgen, acquired by Mercer in 2023, where he led global HR transformation strategy and the firm's generative AI practice. Earlier he served as CEO of The Marcus Buckingham Company, co-founded Knowledge Infusion through its acquisition by Appirio, and held senior roles at PeopleSoft and Ceridian. He has advised hundreds of Fortune 1000 companies, authored two books on the future of HR and workforce technology, delivered more than 1000 keynote presentations globally, and teaches as an adjunct professor at universities worldwide. About Dr. Vivienne Ming Dr. Vivienne Ming is a computational neuroscientist, entrepreneur, and researcher whose work spans artificial intelligence, human intelligence, neuroscience, and human potential. She has built and applied AI models for decades, working across scientific research, commercial ventures, and philanthropic projects. Her work includes research and ventures addressing Alzheimer's disease, postpartum depression, and the use of AI to expand human capability. Stay Connected Jason Averbook LinkedIn: https://www.linkedin.com/in/jasonaverbook/ X: https://x.com/jasonaverbook Substack: https://jasonaverbook.substack.com/ Now to Next Website: https://nowtonext.ai/ Podcast: https://podcast.nowtonext.ai/episodes LinkedIn: https://www.linkedin.com/company/now-to-next-ai/ Instagram: https://www.instagram.com/nowtonext.ai/ YouTube: https://www.youtube.com/@nowtonextai Dr. Vivienne Ming LinkedIn: https://www.linkedin.com/in/vivienneming