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  "created_at": "2026-10-03T15:00:29.652Z",
  "updated_at": "2026-10-03T15:05:41.200Z",
  "title": "10 AI Engineers Replace 100 Engineers",
  "description": "The talent shortage is real, but LLM programming just changed the game. Academic papers to production code in 48 hours—here's how smaller teams are shipping faster than ever.",
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    "transcript": "So now you don't need 100 engineers to design this complex system. You just need 10 to 20 AI engineers that are very smart. The problem is it's a new field. There's not many of them. \n\nI think also one of the big unlocks is just LOM programming. One of the things that surprised us over the last year, you get these new great papers coming out of academia. \n\nYou see a blog post. you could now feed that into Claude and it will just replicate their code base and just implement it. \n\nSo two days you're like, here's a video I found on LinkedIn with like an academic paper. Two days later, you've actually just applied that methodology onto your robot automatically. \n\nAnd that just sped up the development time so much and means you can have a smaller team that just producing great work.",
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    "summary": "The talent shortage is real, but LLM programming just changed the game. Academic papers to production code in 48 hours—here's how smaller teams are shipping faster than ever.",
    "topics": [
      "YouTube Clip"
    ],
    "source_links": [
      {
        "label": "How AI Unlocked The Humanoid Robot Revolution",
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    "name": "Alec Furrier",
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