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# Sam Altman Criticizes PC Hardware Inefficiency

October 30, 2026 at 04:27 PM

> OpenAI CEO Sam Altman argues that low DRAM utilization in consumer PCs is a waste of global resources compared to cloud infrastructure.

**OpenAI** CEO **Sam Altman** recently appeared in an interview on the YouTube channel **Cheeky Pint** to discuss the future of hardware and AI development. During the session, Altman criticized the current global allocation of **DRAM** within personal home computers.

Altman noted that DRAM in consumer PCs is utilized only 5% of the time, calling this inefficiency terrible for global resources. He argued that in a supply-constrained environment, achieving maximum utilization through cloud infrastructure is more desirable.

The discussion also covered **PHP** vulnerabilities, sandboxing models during training, and OpenAI's ongoing research in mathematics. The comments align with OpenAI's business model, which focuses on closed-source models running in centralized data centers.



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