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  "created_at": "2026-09-27T13:00:44.651Z",
  "updated_at": "2026-09-27T13:09:38.065Z",
  "title": "Why GPU Scarcity Isn't Enough for CoreWeave",
  "description": "CoreWeave's real competitive edge? Performance, cost, and operating experience. But here's the catch: hyperscalers still dominate the application layer, and evals don't always convert to deals.",
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    "transcript_url": "https://reelsbuilder.ai/video/6ab9137c8257be111fd8e851/transcript.txt",
    "transcript": "Our research indicates that GPU scarcity, it opens the door for Corweave. No question about it, but performance, cost, and the operating experience give customers reasons to stay. \n\nInference, is growing alongside training. Notably, training is not declining at the expense of inference. Inference is growing on a very steep curve, but training workloads, they also continue to grow. \n\nAt the same time, the hyperscalers remain deeply embedded in the application estate, and not every successful CoreWeave eval turns into a signed customer.",
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    "summary": "CoreWeave's real competitive edge? Performance, cost, and operating experience. But here's the catch: hyperscalers still dominate the application layer, and evals don't always convert to deals.",
    "topics": [
      "YouTube Clip"
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    "source_links": [
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        "label": "Why GPU Scarcity is Opening Doors for CoreWeave",
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    "name": "Alec Furrier",
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