Ryan is joined by Jared Quincy Davis, CEO and co-founder of Mithril, to explore the importance of efficient resource allocation and GPU utilization in AI, the myth and misconceptions of the GPU shortage, and how the economics of GPU will change with new scheduling and utilization strategies.&nbsp;Episode notes:<a href="https://mithril.ai/" rel="noopener noreferrer" target="_blank">Mithril</a>’s omnicloud platform aggregates and orchestrates multi-cloud GPUs, CPUs, and storage so you can access your infrastructure through a single platform.Connect with Jared on <a href="https://x.com/jaredq_" rel="noopener noreferrer" target="_blank">Twitter</a> and <a href="https://www.linkedin.com/in/jaredquincydavis/" rel="noopener noreferrer" target="_blank">LinkedIn</a>.Shoutout to user <a href="https://stackoverflow.com/users/1636613/razzi-abuissa" rel="noopener noreferrer" target="_blank">Razzi Abuissa</a> for winning a Populist badge on their answer to <a href="https://stackoverflow.com/questions/4898837/how-to-find-last-merge-in-git" rel="noopener noreferrer" target="_blank">How to find last merge in git?</a>.<a href="https://stackoverflow.blog/2025/11/25/you-re-probably-underutilizing-your-gpus" rel="noopener noreferrer" target="_blank">TRANSCRIPT</a>See Privacy Policy at <a href="https://art19.com/privacy" rel="noopener noreferrer" target="_blank">https://art19.com/privacy</a> and California Privacy Notice at <a href="https://art19.com/privacy#do-not-sell-my-info" rel="noopener noreferrer" target="_blank">https://art19.com/privacy#do-not-sell-my-info</a>.

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