MasterClass engineers Mandar and Priya explain how they built NCX, a multi-agent AI tutoring system, and the CoreWeave-based tracing, MCP server, and AgentOps loop that keeps it reliable and self-improving in production.
Steve Mock, investor and entrepreneur, discusses aisavedme.org, a platform born from his father's question, "How does one use AI?". The site gathers real-world stories of AI's positive impact, revealing surprising human outcomes in healthcare, education, and personal fulfillment, often less about technology and more about connection. He also shares his unique no-code journey in building the site and his venture capital insights into the "data flywheel" and "vertical AI" as key to successful investments.
Zack Kass discusses how AI can revolutionize education through personalized learning, shifting the teacher's role to that of a guide. He outlines key principles from his book, "The Next Renaissance," drawing on the work of educational luminaries Eva Moskowitz, McKenzie Price, and Rudolph Steiner to advocate for a system based on accountability and self-discovery, ultimately aiming to restore the purpose of childhood beyond economic incentives.
The author argues for embracing generative AI in education, shifting the focus from outdated skills like memorization to future-ready competencies such as critical thinking, adaptability, and creativity. The summary explores the pros and cons, practical applications like personalized tutoring and enhanced accessibility, and the necessity of teaching AI literacy and ethics to prepare students for the modern workplace.
Joe Liemandt, founder of Trilogy and principal of Alpha School, presents a radical vision for K-12 education powered by AI. He advocates for a "Time Back" model where students complete their core academics in just two hours a day using AI tutors, freeing the rest of their time for passion-driven workshops that build real-world life skills. This approach is built on principles of learning science, mastery-based progression, and a controversial but effective system of incentives.
OpenAI's Head of Education, Leah Belsky, and students Yabsera and Alaap discuss how AI, particularly ChatGPT and its new Study Mode, is transforming education. They cover global adoption, the shift from policing AI to integrating it, its role as a personal tutor for building confidence and skills, and the evolving nature of learning, work, and critical thinking in the age of AI.