EPISODE · Nov 27, 2025 · 46 MIN
Can L&D Keep Up With the Speed of AI?
from Harald’s Curious Corner · host Harald Overaa
“How can L&D leaders stay strategic in the age of AI?”Previously, we were shifting our perspective from technology to leadership. For this episode, we’re shifting the focus to leadership and strategy. I chat with Dr. Ashwin Mehta, founder and CEO of Mehtadology, an AI researcher, and someone who runs a company with more agents than people. He brings sharp technical and practical insight to a question many L&D teams still face: How does AI reshape our work?We discuss the three key forces shaping the future of corporate AI: agents, data, and middleware. We also explore what it means when L&D isn’t just owning content anymore but designing entire learning ecosystems. Ash doesn’t sugarcoat it: building courses manually is becoming obsolete, and governance, risk appetite, and mindset are now the real bottlenecks.Some curious takeaways:The future of L&D lies in autonomy, not controlAI amplifies human judgment but doesn’t replace itSelf-awareness in L&D leaders is key to navigating AIEpisode highlights:(00:00) Welcome to Harald’s Curious Corner(02:08) The three pillars shaping AI’s direction: agents, data, and middleware(04:46) Why L&D struggles with value chains (07:15) What successful L&D + IT collaboration really looks like today(10:14) Why most organizations aren’t using agentic AI yet (and the real blocker)(12:34) Can AI coaching paired with human oversight raise the bar?(14:32) What L&D should stop doing now(16:00) A simpler way to rethink your operating model(17:54) Why data quality defines whether AI succeeds or stalls in L&D(22:33) How to shift from content creation to reproducible systems(29:01) Voice agents, natural interaction, and how work will change (33:02) The instruction vs learning gap L&D can’t ignore(35:12) Why pull-based learning is the real revolutionConnect with the guests:Dr. Ashwin Mehta on LinkedIn: https://www.linkedin.com/in/dr-ashwin-mehta/ Explore Mehtadology: https://mehtadology.com/ Follow me on the following sites:Harald Overaa on LinkedIn: https://www.linkedin.com/in/haraldovera/ Subscribe to Harald’s Newsletter: https://www.linkedin.com/newsletters/6901795950403186688/
What this episode covers
“How can L&D leaders stay strategic in the age of AI?”Previously, we were shifting our perspective from technology to leadership. For this episode, we’re shifting the focus to leadership and strategy. I chat with Dr. Ashwin Mehta, founder and CEO of Mehtadology, an AI researcher, and someone who runs a company with more agents than people. He brings sharp technical and practical insight to a question many L&D teams still face: How does AI reshape our work?We discuss the three key forces shaping the future of corporate AI: agents, data, and middleware. We also explore what it means when L&D isn’t just owning content anymore but designing entire learning ecosystems. Ash doesn’t sugarcoat it: building courses manually is becoming obsolete, and governance, risk appetite, and mindset are now the real bottlenecks.Some curious takeaways:The future of L&D lies in autonomy, not controlAI amplifies human judgment but doesn’t replace itSelf-awareness in L&D leaders is key to navigating AIEpisode highlights:(00:00) Welcome to Harald’s Curious Corner(02:08) The three pillars shaping AI’s direction: agents, data, and middleware(04:46) Why L&D struggles with value chains (07:15) What successful L&D + IT collaboration really looks like today(10:14) Why most organizations aren’t using agentic AI yet (and the real blocker)(12:34) Can AI coaching paired with human oversight raise the bar?(14:32) What L&D should stop doing now(16:00) A simpler way to rethink your operating model(17:54) Why data quality defines whether AI succeeds or stalls in L&D(22:33) How to shift from content creation to reproducible systems(29:01) Voice agents, natural interaction, and how work will change (33:02) The instruction vs learning gap L&D can’t ignore(35:12) Why pull-based learning is the real revolutionConnect with the guests:Dr. Ashwin Mehta on LinkedIn: https://www.linkedin.com/in/dr-ashwin-mehta/ Explore Mehtadology: https://mehtadology.com/ Follow me on the following sites:Harald Overaa on LinkedIn: https://www.linkedin.com/in/haraldovera/ Subscribe to Harald’s Newsletter: https://www.linkedin.com/newsletters/6901795950403186688/
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Can L&D Keep Up With the Speed of AI?
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