MasterClass selects CoreWeave to power AI teaching agents

MasterClass has selected CoreWeave Cloud to support and refine its AI teaching agents, which provide personalized instruction to learners. The collaboration focuses on using W&B Weave to trace and monitor entire learner conversations rather than just individual prompts.

This observability allows MasterClass to gain granular insight into how AI agents perform across extended interactions, helping the company identify where the agents succeed or fail. Mandar Bapaye, Chief Product and Technology Officer at MasterClass, noted that the combination of CoreWeave’s performance and these insights provides the necessary confidence to scale their AI-driven educational tools.

CoreWeave provides the specialized AI-native infrastructure required for these complex workloads, utilizing GPU compute powered by NVIDIA architectures, including Blackwell and Hopper. The partnership aims to move AI learning tools from pilot stages into core product experiences by establishing a continuous improvement loop through production monitoring and full-conversation tracing.