{
  "apiVersion": "v1",
  "passage": {
    "id": "latent-patterns-minimal-open-source-generate-own-supply-chain-attack-2026",
    "text": "I need to say, it has been 10 months now, I do, I minimally use any open source software, minimally. I just generate it to my requirements. And then when a supply chain attack happens, I'm like … affect me.",
    "context": "Huntley is giving his closing statement after the moderator and another panelist raised software supply chain security.",
    "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": "58:39",
      "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": [
      "security",
      "ai-written-code"
    ],
    "functions": [
      "engineering",
      "security"
    ],
    "figures": [
      {
        "metric": "months-minimal-open-source-use",
        "value": 10,
        "unit": "months",
        "period": "to July 2026, as the speaker states it",
        "definition": "how long the speaker has minimally used open source software, generating code to his own requirements instead",
        "level": "unclear"
      }
    ],
    "url": "https://the-ai-record.com/passages/latent-patterns-minimal-open-source-generate-own-supply-chain-attack-2026",
    "json": "https://the-ai-record.com/api/v1/passages/latent-patterns-minimal-open-source-generate-own-supply-chain-attack-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."
  ]
}