{
  "apiVersion": "v1",
  "passage": {
    "id": "latent-patterns-run-model-without-skills-or-markdown-new-release-2026",
    "text": "Something I've done for a long time, and it's very silly, is I run a model … without any skills or any markdown. … actually, I get rid of all my skills and all my markdown and everything when the new model is released.",
    "context": "Huntley is answering the moderator's question on how he keeps a model from cheating when verifying its own work.",
    "speaker": "Geoffrey Huntley",
    "speakerId": "geoffrey-huntley",
    "speakerUrl": "https://the-ai-record.com/people/geoffrey-huntley",
    "speakerLevel": "practitioner",
    "role": "Creator of the Ralph loop; Latent Patterns",
    "voice": "person",
    "organization": "Latent Patterns",
    "organizationId": "latent-patterns",
    "organizationUrl": "https://the-ai-record.com/organizations/latent-patterns",
    "aiVendor": true,
    "work": {
      "title": "The Great Loops Debate",
      "type": "talk",
      "date": "2026-07-17",
      "publisher": "AI Engineer (YouTube)",
      "locator": "32:35",
      "url": "https://www.youtube.com/watch?v=c35YoMdnI78"
    },
    "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": [
      "context-for-agents"
    ],
    "functions": [
      "engineering"
    ],
    "figures": [],
    "url": "https://the-ai-record.com/passages/latent-patterns-run-model-without-skills-or-markdown-new-release-2026",
    "json": "https://the-ai-record.com/api/v1/passages/latent-patterns-run-model-without-skills-or-markdown-new-release-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."
  ]
}