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  "created_at": "2026-08-11T13:00:14.078Z",
  "updated_at": "2026-08-11T13:12:02.495Z",
  "title": "AI Just Changed Bioweapon Defense Forever",
  "description": "AI models are now training on DNA and RNA to generate novel pathogens. We're at a critical inflection point—defense must outpace offense before this capability spreads. Here's why the regulatory window is closing fast.",
  "type": "clip",
  "language": "en",
  "duration_sec": 45.78,
  "media": {
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    "transcript_url": "https://reelsbuilder.ai/video/6a7b1cde370927ddf8ec20fe/transcript.txt",
    "transcript": "Now, you now have AI models training on DNA and RNA to produce new viruses and pathogens. I mean, that could create a vector of attack. Yeah, of course. Right? so we're watching all new ones emerging, just like it happened during COVID. \n\nWe now have the ability with ai to create new viruses, maybe even more lethal. What do we have to do to get that right, defend against that properly, and let defense get ahead of the offense? \n\nAnd this is a point in time for mankind, in my opinion, where we have to just take a pause, make sure we get defense ahead of offense, get the right regulation on it, and make sure that the gap doesn't get too wide, too fast, and in the hands of bad people too quickly.",
    "transcript_source": "script",
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  "ai_context": {
    "summary": "AI models are now training on DNA and RNA to generate novel pathogens. We're at a critical inflection point—defense must outpace offense before this capability spreads. Here's why the regulatory window is closing fast.",
    "topics": [
      "YouTube Clip"
    ],
    "source_links": [
      {
        "label": "The Dark Side of AI: From Bio-Weapons to Autonomous Warfare",
        "url": "https://www.youtube.com/watch?v=gOGveCatxok",
        "source": null
      }
    ],
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  "creator": {
    "handle": null,
    "name": "Alec Furrier",
    "url": null,
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