Rapidly scaling online storage to serve over 1 billion ChatGPT users
From OpenAI NewsLearn how OpenAI evolved Habitat from a Python library into a globally distributed storage platform serving 1 billion ChatGPT users and 22M requests per second.
From OpenAI NewsLearn how OpenAI evolved Habitat from a Python library into a globally distributed storage platform serving 1 billion ChatGPT users and 22M requests per second.
From OpenAI NewsOpenAI and GSA will offer eligible federal, state, local, and tribal governments $0 license fees, 50% off usage, and expanded cyber defense support.
Why it mattersCustom memory integration under NVIDIA's infrastructure roadmap signals tighter control over the AI hardware stack, potentially raising barriers for non-NVIDIA XPU vendors and accelerating vertical integration for hyperscalers.
Why it mattersExclusive control of LPS capacity ensures NVIDIA can guarantee the physical infrastructure needed to build and operate its AI factories, directly impacting the availability and reliability of its AI computing services.
Why it mattersAI infrastructure can now be financed as productive repeatable assets with institutional capital and a diverse customer base, shifting the model from project-by-project chip purchases to investable factory-class compute.
Why it matters800 VDC power architecture enables higher rack density for AI clusters by reducing conversion overhead, directly addressing the physical infrastructure bottleneck for scaling compute performance.
Why it mattersInvestments in domestic infrastructure and skilled workforces aim to strengthen U.S. capabilities in critical sectors like healthcare and technology leadership.