38 - AI Is a Tool. Are We Learning How to Use It? – with Andrew Lippert, Founder at Operating Thesis

AI has never been easier to access. But having powerful tools at our fingertips doesn't necessarily mean we know what to do with them. In this episode of Product Builders, Mark sits down with Andrew Lippert, founder of Operating Thesis and former CTO at Edmentum and McGraw Hill, to explore what it actually means to use AI well. From why constraints can drive better innovation to what businesses can learn from the classroom, they unpack the importance of human judgment, purposeful adoption, and knowing when AI is the right tool for the job. They also look ahead to a future where the best AI experiences might be the ones we barely notice. Key Topics • Access doesn't equal innovation. Why giving people powerful AI tools without direction or context can create more chaos than value. • Start with the problem, not the technology. How businesses can move beyond automating existing workflows and reconsider what's possible. • Experimentation versus mastery. Why getting comfortable with AI is important, but knowing when and how to use it takes practice and judgment. • Rethinking AI in education. Why teaching students to work with AI may be more valuable than trying to keep it out of the classroom. • Learning beyond the right answer. How AI could support more meaningful assessments through collaboration, problem-solving, and real-world experiences. • What businesses can learn from schools. The importance of shared frameworks, clear responsibilities, and developing the skills to use AI purposefully. • When AI becomes invisible. Why the future of AI might be less about new interfaces and more about making technology simpler and more intuitive. 00:00 Introduction: Are We Learning to Use AI Well? 00:54 Meet Andrew Lippert | Founder of Operating Thesis 03:05 Why Constraints Drive AI Innovation 05:23 Purposeful AI Adoption: Start With the Problem 08:55 Are We Actually Getting Better at Using AI? 10:18 How AI Is Changing Education 14:13 Teaching AI Literacy Through Real-World Learning 18:09 What Businesses Can Learn From AI in Education 22:17 The Future of AI in Product Design 25:28 Designing AI for Everyday Users 27:46 AI Quickfire: Education, Business & the Future 29:50 Majestyk Byte: AI Doesn't Replace Human Judgment ——— 📚 Resources Mentioned Connect with Andrew Lippert:   / andrewlippert   Operating Thesis: https://operating-thesis.com/ ——— This episode is brought to you by Majestyk Apps We imagine, design and build digital products. With clients like Chevrolet, Audiomack, IBM, Barefoot and more, you can be sure you are in good hands. Reach out to us at MajestykApps.com Please leave a 5-star review ⭐⭐⭐⭐⭐ If you enjoyed today’s show, please leave a 5-star review. For more information and links to all of the resources mentioned in today’s episode, visit ⁠ProductBuildersPodcast.com⁠ ——— 🌐 FOLLOW US ►Newsletter: https://www.majestykapps.com/newsletter ►LinkedIn:   / majestyk-apps   ►Twitter:   / majestykapps