
Jared Quincy Davis
CEO and co-founder of Mithril, an AI infrastructure company focused on multi-cloud GPU orchestration and improving GPU utilization and scheduling economics.
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Nov 25, 2025 • 26min
You’re probably underutilizing your GPUs
Jared Quincy Davis, CEO and co-founder of Mithril, dives into the fascinating world of GPU utilization. He challenges the notion of a GPU shortage, asserting that inefficiencies in resource allocation are the real issue. Jared discusses how multi-cloud orchestration can optimize GPU usage and why many clouds still rely on single-tenant allocations. He also explores the benefits of using older GPUs for certain workloads and advocates for a mixed fleet approach using specialized models. Get ready to rethink your GPU strategy!


