Uploaded January 2026 | Updated September 2026, 2 weeks ago

---

The future of AI training is shaped by one constraint: keeping GPUs fed.

In this episode, Lukas Biewald talks with CoreWeave SVP Corey Sanders about why general-purpose clouds start to break down under large-scale AI workloads.

According to Corey, the industry is shifting toward a "Neo Cloud" model to handle the unique demands of modern models.

They dive into the hardware and software stack required to maximize GPU utilization and achieve high goodput.
Corey’s conclusion is clear: AI demands specialization.

Connect with us here:

Corey Sanders: linkedin.com/in/corey-sanders-842b72
CoreWeave: linkedin.com/company/coreweave
Lukas Biewald: linkedin.com/in/lbiewald
Weights & Biases: linkedin.com/company/wandb

00:00 Trailer
00:57 Introduction
02:51 The Evolution of AI Workloads
06:22 Core Weave's Technological Innovations
13:58 Customer Engagement and Future Prospects
28:49 Comparing Cloud Approaches
33:50 Balancing Executive Roles and Hands-On Projects
46:44 Product Development and Customer Feedback