Sam Altman calls local inference 'a terrible allocation of scarce resources', gets mocked

ResearchCrafty1804 · reddit · 2026-10-30

Sam Altman argued in an interview that local inference is a terrible allocation of scarce resources: open-source models make people assume they can run everything on their own machines, but having the world's limited DRAM supply sitting idle in personal computers 95% of the time is inefficient — cloud utilization should be maximized in a supply-constrained environment.

Reddit commenters distilled the argument bluntly: 'Guy selling product explains why owning your own product instead of renting it from him is a terrible idea,' pointing out the obvious conflict of interest with OpenAI's cloud business.

Related event: Altman Calls Local Inference a Poor Use of Global DRAM, Sparking Cloud-vs-Edge Debate(15 posts)→

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