MasterClass Selects CoreWeave Cloud to Power AI Teaching Agents for Personalized Instruction

MasterClass selects CoreWeave cloud for AI teaching agents By Investing.com

LIVINGSTON, N.J. - CoreWeave, Inc. (NASDAQ:CRWV) announced today that MasterClass selected CoreWeave Cloud to evaluate and improve AI teaching agents that power its personalized instruction platform, according to a press release statement. MasterClass will use W&B Weave to evaluate AI teaching agent performance across learner conversations, track behavior, and apply insights for continuous improvement. The platform captures complete learner interactions rather than individual prompts. "W&B Weave gives us visibility into complete learner conversations, not just individual prompts, so we can see exactly where our AI teaching agents are succeeding and where they need to improve," said Mandar Bapaye, chief product officer and chief technology officer at MasterClass. The implementation includes full-conversation tracing, production monitoring with custom signals to identify areas for improvement in teaching quality and personalization, and a unified system of record across MasterClass's AI agent pipeline from experimentation to production. MasterClass is extending this evaluation approach to MasterClass Executive, a business education program developed with the University of Chicago Booth School of Business and OpenAI. The program selects approximately 700 members annually from about 30,000 applicants and includes an AI lab that teaches participants to evaluate AI systems for production readiness using Weights & Biases tools. CoreWeave completed its public listing on Nasdaq in March 2025. MasterClass operates as an online learning platform offering access to over 200 instructors and classes across business, leadership, communication, health, and writing subjects. This article was generated with the support of AI and reviewed by an editor. For more information see our T&C.

MasterClass Selects CoreWeave, Inc. Cloud Platform To Power AI Teaching Agents

MasterClass selected CoreWeave Cloud to evaluate and improve the AI teaching agents that power its personalized instruction. MasterClass will use W&B Weave to evaluate how its AI teaching agents perform across conversations with learners, track their behavior, and use those insights to improve agents over time. MasterClass's use of CoreWeave and W&B Weave spans evaluation and monitoring, allowing MasterClass to build a dedicated AI loop. MasterClass applies custom signals and monitors to live learner interactions to identify where teaching quality and personalization can improve. W&B Weave gives MasterClass a single point of visibility across its evolving AI agent pipeline, from experimentation to production. MasterClass Executive, the first business school experience for the AI era, built with the University of Chicago Booth School of Business and with collaboration from OpenAI, selects a cohort of roughly 700 members each year from a pool of about 30,000 applicants. The includes a hands-on AI lab that gives participants a practical framework for evaluating whether an AI system is ready for production, covering quality, cost, latency tradeoffs, and risk areas such as hallucinations, bias, and inadequate guardrails, using Weights & Biases evaluation and tracing tools.

CoreWeave AI Cloud Selected by MasterClass for AI Teaching Agents

CoreWeave, Inc. is an American technology company founded in 2017, specializing in cloud infrastructure designed for compute-intensive workloads. It has positioned itself as a niche player in a market dominated by generalist giants. Its offering is built on a vertical specialization in artificial intelligence (AI) and related applications, notably high-performance computing (HPC) and graphical rendering. CoreWeave operates a GPU-first architecture, optimized for training and inference of generative AI models. It also targets scientific and financial computing, as well as real-time 3D rendering needs. With its own data centers located in the United States and Europe, the company maintains full control over its infrastructure. This control enables it to deliver high performance, low latency, and flexible deployment capabilities. Some facilities are shared among clients, while others are fully dedicated to a single customer. CoreWeave serves a diverse clientele, ranging from AI startups to research labs, as well as production studios and financial institutions. In addition to its hardware infrastructure, the company develops its own GPU management software. These tools enable intelligent resource allocation, continuous performance optimization, and better cost control. This vertical integration, from hardware to software, enhances the company's competitiveness. CoreWeave stands out through its tailored approach and its ability to meet clients' specific needs. It aims to become the leading provider for AI workloads on a global scale. In a context of surging demand for computing power, its model is appealing due to its specialization and agility.