Jan 06, 2026

Inside the $41B AI Cloud Challenging Big Tech | CoreWeave SVP

Corey Sanders, SVP of Product at CoreWeave, explains why the unique, high-stakes demands of AI workloads are driving a shift away from general-purpose clouds toward specialized "Neo Clouds." He details the specific hardware and software innovations in storage, cooling, and networking that allow CoreWeave to maximize GPU utilization and deliver superior performance, arguing that this focused approach creates a durable competitive advantage.

Dec 09, 2025

Efficient Reinforcement Learning – Rhythm Garg & Linden Li, Applied Compute

At Applied Compute, efficient Reinforcement Learning is critical for delivering business value. This talk explores the transition from inefficient synchronous RL to a high-throughput asynchronous 'Pipeline RL' system. The core challenge is managing 'staleness'—a side effect of in-flight weight updates that can destabilize training. The speakers detail their first-principles systems model, based on the Roofline model, used to simulate and find the optimal allocation of GPU resources between sampling and training, balancing throughput with algorithmic stability and achieving significant speedups.