{
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  "created_at": "2026-08-06T13:00:10.478Z",
  "updated_at": "2026-08-06T13:10:33.235Z",
  "title": "Copper Can't Scale AI's Next Frontier",
  "description": "50 trillion parameter models are coming in 3-5 years, but today's GPU clusters hit a wall. Here's why photonics isn't optional—it's the only path forward. What's your biggest infrastructure concern right now?",
  "type": "clip",
  "language": "en",
  "duration_sec": 33.8,
  "media": {
    "video_url": "https://cdn.reelsbuilder.ai/695bf1d30ee20b7d0f76da2d/files/1cd88c04423b367bd23d19a30ce1d9bf.mp4",
    "thumbnail_url": "https://cdn.reelsbuilder.ai/695bf1d30ee20b7d0f76da2d/files/9de61696bcc77df269d6e050ddb6863a_fresh-fb05f75ec8.jpg",
    "transcript_url": "https://reelsbuilder.ai/video/6a74855a370927ddf8eb13b7/transcript.txt",
    "transcript": "So John, as you said, right, the biggest problem right now in AI clusters is how do you train bigger and bigger models, right? \n\nAs you know that the model sizes have been increasing, we are now getting up to 20 to 50 trillion parameter models in the next three to five years. \n\nTo train those models, to run inference on those models, you really need much bigger GPU clusters than we have today. \n\nAnd the only way to get to that is to basically go from copper because copper runs into distance limitations and that is the only solution is to run with photonics. \n\nAnd that's what we enable.",
    "transcript_source": "script",
    "transcript_word_count": 110
  },
  "generation": {
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  "ai_context": {
    "summary": "50 trillion parameter models are coming in 3-5 years, but today's GPU clusters hit a wall. Here's why photonics isn't optional—it's the only path forward. What's your biggest infrastructure concern right now?",
    "topics": [
      "YouTube Clip"
    ],
    "source_links": [
      {
        "label": "Why Copper is Dead for Future AI Clusters",
        "url": "https://www.youtube.com/watch?v=dcqHEL2fsFE",
        "source": null
      }
    ],
    "publish_links": []
  },
  "publish": [],
  "performance": null,
  "creator": {
    "handle": null,
    "name": "Alec Furrier",
    "url": null,
    "consent": "public-attribution"
  },
  "license": "view-only",
  "provenance": {
    "c2pa_credential_url": null
  }
}