Mithril on GPU Reliability at Scale | William Vambenepe

William Vambenepe, VP of Product at Mithril, shares how Mithril is rethinking GPU infrastructure, capacity, and reliability in his keynote at the MantisGrid AI Summit 2026. Mithril sources GPU capacity from many providers, so it runs a complex, mixed infrastructure (1000s of GPUs) that needs consistent, high-quality operations. Mithril is a design partner and customer of MantisGrid AI, and we are working closely with them in three areas: → From alerts to automated RCA: full incident reports with root causes and recommended actions, so on-call engineers do less manual work → Recovering stranded GPU capacity: finding GPUs that aren't available on the market and bringing them back → Automated resolution: fixing incidents faster, while making sure real software or logic issues get a permanent fix at the source Thank you, William and the ‪@mithrilcompute‬ team, for the partnership and trust in MantisGrid AI.