AI technologies are some of the most sophisticated and powerful we’ve seen in our lifetimes. With data at the center, this transformative shift brings both the potential to solve complex problems and new challenges around managing sensitive information. Join us for a deep dive into innovative strategies that will reshape how you think about data governance in the age of AI. Stefaan Verhulst, PhD, Co-Founder, Chief Research and Development Officer, and Director of Data Program at GovLab, shares his expertise around the intricacies of data governance and the evolution of data stewardship. Susan and Stefaan discuss the importance of data commons, the concept of social license, examine the opportunities and risks of synthetic data, and explore the fourth wave of open data, where generative AI democratizes access to data.

⁠Watch this episode on YouTube >⁠⁠

Guest: ⁠⁠Stefaan Verhulst, PhD⁠⁠ | Co-Founder, Chief R&D Officer, Director of Data Program - GovLab

Related: ⁠⁠Inquiry as Infrastructure: Defining Good Questions in the Age of Data and AI⁠

Related: ⁠Why Responsible Data Access will determine the Future of AI: The Increased Importance of Data Commons⁠

Get more ⁠⁠innovation insights⁠⁠ from ⁠⁠Microsoft Azure⁠⁠.

Discover and follow other ⁠⁠Microsoft podcasts⁠⁠.

Host: ⁠⁠Susan Etlinger⁠⁠

The Leading the Shift podcast is a place for experts to share their insights and opinions. As students of the future of technology, Microsoft values inputs from a diverse set of voices. That said, the opinions and findings of our guests are their own and they may not necessarily reflect Microsoft's own research or positions.

Scott Hanselman, VP of Developer Community at Microsoft, joins the pod to offer his unique perspective on the evolution of technology, share what he heard from developers at Microsoft Build 2025, and discuss the critical role of human agency in a world of AI agents. Scott and Susan explore some of the challenges and opportunities presented by AI-powered automation, emphasizing the importance of AI guided by human decision-making, creativity, and ethical judgement. They contemplate what happens when something breaks and reflect on why context and understanding the deep stack are key to being able to fix it. Watch this episode on YouTube for the full experience as Scott brings in artifacts for some “show and tell” moments.

Watch this episode on YouTube >⁠

Guest: ⁠Scott Hanselman⁠ | VP of Developer Community, Microsoft

Related: ⁠Scott and Mark Learn To... Podcast⁠ | ⁠Hanselman.com

Related: Redefining the Developer Experience with AI and DevOps

Get more ⁠innovation insights⁠ from ⁠Microsoft Azure⁠.

Discover and follow other ⁠Microsoft podcasts⁠.

Host: ⁠Susan Etlinger⁠

The Leading the Shift podcast is a place for experts to share their insights and opinions. As students of the future of technology, Microsoft values inputs from a diverse set of voices. That said, the opinions and findings of our guests are their own and they may not necessarily reflect Microsoft's own research or positions.

Water is fundamental to our existence, but only a tiny fraction of fresh water on Earth is available to sustain life. How can we become better stewards of this precious resource? In this episode, Susan speaks with Jairo Trad, CEO & Co-Founder of Kilimo, a climate tech company based in Argentina, about how he and his team are using data, AI, and cloud technology to help farmers optimize water use to promote a sustainable future. They discuss what it looks like to earn the trust of and design for farmers working in harsh conditions and remote locations, the role of empathy in product and software development, and how a combination of data, AI and what Jairo calls “common people magic” is helping Kilimo and customers move the needle on one of the world’s most significant challenges.

⁠Watch this episode on YouTube >⁠⁠

Guest: ⁠Jairo Trad⁠ | ⁠⁠Kilimo⁠

Related: ⁠⁠See more with Kilimo in Cloud Cultures⁠: Chile⁠

Related: ⁠Learn how Kilimo uses Azure AI to help farmers lower water usage⁠

Get more ⁠⁠innovation insights⁠⁠ from ⁠⁠Microsoft Azure⁠⁠.

Discover and follow other ⁠⁠Microsoft podcasts⁠⁠.

Host: ⁠⁠Susan Etlinger⁠⁠

The Leading the Shift podcast is a place for experts to share their insights and opinions. As students of the future of technology, Microsoft values inputs from a diverse set of voices. That said, the opinions and findings of our guests are their own and they may not necessarily reflect Microsoft's own research or positions.