Ai tutoring

Is AI Holding Kids Back from Learning? (Ep. 1036 with Jon Krohn)

Is AI Holding Kids Back from Learning? (Ep. 1036 with Jon Krohn)

Drawing on a wave of new studies, this piece examines whether AI stops children from learning and argues the answer hinges on how it is used. AI as a shortcut that outsources thinking undermines learning, while AI as a tutor that explains concepts and gives feedback can improve it. It covers a large natural experiment in China, a Turkish tutoring study, and practical takeaways that apply equally to adults using AI at work.

How MasterClass Builds Multi-Agent AI That Learners Can Trust

How MasterClass Builds Multi-Agent AI That Learners Can Trust

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.