CoreWeave CEO Michael Intrator says the notion that GPUs become obsolete in 18-24 months is “farcical.” In a recent All-In Podcast appearance, he argued that GPUs retain commercial viability far longer than critics claim-backed by client contracts averaging five to six years.
Intrator traced CoreWeave’s evolution from crypto mining to powering AI, CGI rendering, and medical research. “Buying those initial GPUs was the tuition we paid to learn how to run this business,” he said, emphasizing early investments as foundational to operational expertise.
He identified inference-the real-time execution of trained AI models-as the true monetization engine of artificial intelligence. “Inference is the monetization of the investment in AI,” Intrator explained, noting CoreWeave’s role as a frontline deployer of Nvidia’s latest architecture at scale.
On market noise, Intrator dismissed GPU depreciation fears as driven by short-sellers, not end-users. “It’s nonsense... brought to the forefront by traders with a short position,” he asserted.
CoreWeave’s growth reflects surging demand for specialized AI infrastructure, attracting competitors but also validating long-term profitability. To manage large-scale compute contracts, Intrator uses an internal financing structure he calls “the box”-a cash-flow waterfall mechanism ensuring capital efficiency.
“The scaling laws are going to drive computing to decommoditize at scale,” he added, underscoring that massive, coordinated GPU deployment-not just raw hardware-is what enables transformative AI.