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The full stack behind abundant intelligence

OpenAI Efficiency & Systems 2026-08-25

TL;DR - OpenAI CFO Sarah Friar describes how coordinated advances across chips, compute infrastructure, models, and products can compound to make AI more useful, scalable, and affordable.

  • Frames AI progress as a full-stack effort rather than solely a product of model improvements.
  • Highlights chips and compute as foundations for scaling access to intelligence.
  • Connects infrastructure and model advances to lower costs and more capable products.
  • The provided content does not include specific architectures, benchmarks, or cost figures.

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