{
  "apiVersion": "v1",
  "passage": {
    "id": "cisco-most-people-misunderstand-tokenmaxxing-evalsmaxxing-2026",
    "text": "Most people misunderstand this as tokenmaxxing. It is actually evalsmaxxing. We’re in the early stages here and I love that at Cisco we’re on the frontier and learning how to best shape the future of software engineering.",
    "context": null,
    "speaker": "Jeetu Patel",
    "speakerId": "jeetu-patel",
    "speakerUrl": "https://the-ai-record.com/people/jeetu-patel",
    "speakerLevel": "executive",
    "role": "President and Chief Product Officer",
    "voice": "person",
    "organization": "Cisco",
    "organizationId": "cisco",
    "organizationUrl": "https://the-ai-record.com/organizations/cisco",
    "aiVendor": true,
    "work": {
      "title": "Jeetu Patel's LinkedIn post about modernizing Cisco's code",
      "type": "social",
      "date": "2026-11-02",
      "publisher": "LinkedIn",
      "url": "https://www.linkedin.com/posts/jeetupatel_lot-of-discussion-on-a-fortune-article-link-activity-7523171493376090112-C67s"
    },
    "grade": "B",
    "gradeMeaning": "The organization's own post, paper or talk.",
    "verification": {
      "status": "verified",
      "meaning": "An independent second reader re-fetched the source and confirmed the wording.",
      "reviewedOn": "2026-11-04"
    },
    "topics": [
      "measuring-impact"
    ],
    "functions": [
      "engineering"
    ],
    "figures": [],
    "url": "https://the-ai-record.com/passages/cisco-most-people-misunderstand-tokenmaxxing-evalsmaxxing-2026",
    "json": "https://the-ai-record.com/api/v1/passages/cisco-most-people-misunderstand-tokenmaxxing-evalsmaxxing-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."
  ]
}