{
  "apiVersion": "v1",
  "passage": {
    "id": "figma-auto-xp-one-human-touch-five-live-experiments-2026",
    "text": "And the goal for all of this is the only time you're allowed to look is before you launch the experiment. So you review the data science findings, the hypotheses, the UX writing and the code all at once. So like one human touch. And then it launches and then you can review whether or not it's a winner or loss, but it has already started iterating on the next rounds. I would say like where we are in theory is pretty like is great, where we are in practice is almost there. … we're now at like five live concurrent experiments on things that we would not have been doing otherwise.",
    "context": "Mechaber is describing how Auto XP, his team's automated growth-experiment setup, hands work to a person.",
    "speaker": "Ezra Mechaber",
    "speakerId": "ezra-mechaber",
    "speakerUrl": "https://the-ai-record.com/people/ezra-mechaber",
    "speakerLevel": "practitioner",
    "role": "Growth product manager, Figma",
    "voice": "person",
    "organization": "Figma",
    "organizationId": "figma",
    "organizationUrl": "https://the-ai-record.com/organizations/figma",
    "aiVendor": true,
    "work": {
      "title": "The AI chief of staff that this Figma PM uses all day (How I AI, hosted by Claire Vo)",
      "type": "podcast",
      "date": "2026-11-02",
      "publisher": "How I AI (YouTube)",
      "locator": "25:48",
      "url": "https://www.youtube.com/watch?v=ztt8irafLMQ"
    },
    "grade": "C",
    "gradeMeaning": "An interview or press quote.",
    "verification": {
      "status": "verified",
      "meaning": "An independent second reader re-fetched the source and confirmed the wording.",
      "reviewedOn": "2026-11-07"
    },
    "topics": [
      "autonomy-and-oversight",
      "product-and-design"
    ],
    "functions": [
      "product",
      "engineering",
      "data"
    ],
    "figures": [
      {
        "metric": "live-concurrent-experiments",
        "value": 5,
        "unit": "experiments",
        "period": "at the time of the recording (episode published November 2, 2026)",
        "definition": "live concurrent experiments run through Auto XP on things the team would not otherwise have been doing, as the speaker states it",
        "level": "human-approves"
      }
    ],
    "url": "https://the-ai-record.com/passages/figma-auto-xp-one-human-touch-five-live-experiments-2026",
    "json": "https://the-ai-record.com/api/v1/passages/figma-auto-xp-one-human-touch-five-live-experiments-2026.json"
  },
  "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."
  ]
}