Sam Altman advocates for centralized ram storage over personal use

On October 30, 2026, OpenAI CEO Sam Altman expressed concerns about the current RAM shortage, emphasizing that storing RAM in data centers is preferable to having it in personal computers. During an interview on the Cheeky Pint podcast, Altman criticized the notion that local inference is a viable solution, stating that it is 'terrible' to have RAM in personal PCs instead of data centers. He highlighted that while many people desire local inference, they mistakenly believe that open-source models and local execution will eliminate the need for data center resources. Altman's comments underscore the importance of centralized computing infrastructure in managing global resource allocation. The discussion also touched on AI's impact on mathematics, though no specific details were provided. The full interview can be found on The Verge.