OpenAI Halves Inference Costs via Software, Sparking GPU Demand Concerns
emmanuelvivier · x · 2026-07-06
OpenAI revealed that pure software optimizations have slashed its AI inference costs by 50%, meaning ChatGPT's current visitor traffic requires only about 200 Nvidia GPUs to run. This breakthrough has sparked market fears of dampened future GPU demand, putting pressure on Nvidia's stock and AI compute expectations. It also highlights the profound impact of software efficiency on hardware investment planning.
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