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  "created_at": "2026-10-23T15:00:14.584Z",
  "updated_at": "2026-10-23T15:04:36.120Z",
  "title": "Memory just became the trillion-dollar problem",
  "description": "DRAM prices spiked 60% while chip shipments flatlined. Here's why memory scarcity is reshaping AI infrastructure economics—and it's not temporary. Save this for your infrastructure planning.",
  "type": "clip",
  "language": "en",
  "duration_sec": 38.27,
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    "transcript_url": "https://reelsbuilder.ai/video/6adb767ee83aa5a3682423ca/transcript.txt",
    "transcript": "In breaking analysis number 322, we shared with you that our forecast of a $1 trillion silicon business arrived two years earlier than we had originally forecast. \n\nNow, the reason for our 24-month miss was the bottleneck had moved from GPUs to memory. Micron gave us a pretty remarkable data point in its fiscal year Q3 earnings print. \n\nThey told us the DRAM prices rose by more than 60% sequentially in the quarter, while the number of bits shipped barely grew. \n\nAnd today we address what that means. The key questions are, is this temporary scarcity or a structural change in the economics of memory?",
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  "ai_context": {
    "summary": "DRAM prices spiked 60% while chip shipments flatlined. Here's why memory scarcity is reshaping AI infrastructure economics—and it's not temporary. Save this for your infrastructure planning.",
    "topics": [
      "YouTube Clip"
    ],
    "source_links": [
      {
        "label": "Why the AI Silicon Boom Is Happening 2 Years Early",
        "url": "https://www.youtube.com/watch?v=qTRkzO37XrQ",
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  "creator": {
    "handle": null,
    "name": "Alec Furrier",
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