{
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    "id": "notion-not-all-traffic-equal-triage-email-opus-2026",
    "text": "And not all traffic is equal. It is a huge miss to send all of these to the latest Opus model. Some of these absolutely. Large scale data analysis, when you do it on Notion, will recommend Opus, right? When you triage an email inbox, if we're charging you to do that on Opus, we're ripping you off, and ourselves.",
    "context": "Sachs is arguing that an AI product should route different kinds of requests to different models.",
    "speaker": "Sarah Sachs",
    "speakerId": "sarah-sachs",
    "speakerUrl": "https://the-ai-record.com/people/sarah-sachs",
    "speakerLevel": "leader",
    "role": "Leads engineering teams for AI, Notion",
    "voice": "person",
    "organization": "Notion",
    "organizationId": "notion",
    "organizationUrl": "https://the-ai-record.com/organizations/notion",
    "aiVendor": true,
    "work": {
      "title": "Notion's Token Town",
      "type": "talk",
      "date": "2026-07-23",
      "publisher": "AI Engineer (YouTube)",
      "locator": "10:24",
      "url": "https://www.youtube.com/watch?v=-I5W5QVAT8E"
    },
    "grade": "B",
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    "verification": {
      "status": "verified",
      "meaning": "An independent second reader re-fetched the source and confirmed the wording.",
      "reviewedOn": "2026-11-04"
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    "topics": [
      "ai-cost-and-spend",
      "product-and-design",
      "controlling-ai-spend",
      "choosing-models"
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      "product",
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    "url": "https://the-ai-record.com/passages/notion-not-all-traffic-equal-triage-email-opus-2026",
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  "notice": [
    "Every passage is reproduced word for word from the cited source.",
    "Check the verification status: \"reported\" means not yet confirmed by an independent second reader.",
    "Organizations flagged aiVendor sell AI tools or services and have a reason to publish flattering numbers.",
    "An empty result means the archive holds nothing on it, not that nobody has said anything."
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