Practical AI · Friday, July 17, 2026
Cory Sanders highlighted that CoreWeave focuses on optimizing AI training, a computationally intensive process requiring specialized infrastructure. The company identifies and addresses bottlenecks in this workflow, such as GPU failures or storage loading inefficiencies, offering unique services like an observability platform and a storage platform tailored for large-scale AI training workloads.
“And so that includes things like failures in the GPU, that includes things like storage being loaded into the GPUs, right? And so all the way down at the infrastructure level, what's going wrong with the GPUs, are there failures, into all the way up to the orchestration over which job is running on which infrastructure to be able to optimize the outcome, right?”
“And this is a bunch of places that I think, you know, Corey has a bunch of differentiation on, things like observability platform, our storage platform, right? There's a bunch of places where we offer unique services targeting that type of AI massive scale training workload, that then is just very different than, you know, your classic cloud workload.”