Modal CEO Erik Bernhardsson Discusses GPU Capacity Economics and Sandbox Growth on Latent Space Podcast
The Latent Space podcast released a new episode featuring Erik Bernhardsson, CEO of US-based AI infrastructure company Modal, discussing elastic GPUs, sandbox growth, and the economics of the agent cloud.
This episode was published by technology media outlet Latent Space on October 22, 2026, featuring Erik Bernhardsson, co-founder and CEO of US-based AI infrastructure company Modal. The episode is titled 'Why AI Compute Comes in Rectangles' and focuses on elastic GPU supply, the rapid growth of sandbox businesses, and the economic logic behind the agent cloud.
According to the show notes, Bernhardsson explains the infrastructure and economics behind Modal's recent milestones, including crossing $1 billion in annualized run rate and raising a $750 million Series D. Key topics include why traditional fixed-duration GPU contracts ('rectangular' capacity) fail to match actual fluctuating compute demand; how Modal optimizes resource pools by aggregating demand from thousands of customers; and how the sandbox product evolved from being considered for shutdown to becoming a key business line accounting for roughly one-third of revenue. The discussion also covers alternatives to NVIDIA, the role of forward-deployed engineers (FDEs), and engineering culture.