{
  "apiVersion": "v1",
  "organization": {
    "id": "latent-patterns",
    "name": "Latent Patterns",
    "sector": "education-software",
    "aiVendor": true,
    "domain": "latentpatterns.com",
    "passages": 3,
    "checked": 3,
    "url": "https://the-ai-record.com/organizations/latent-patterns",
    "json": "https://the-ai-record.com/api/v1/organizations/latent-patterns.json",
    "description": "Sells AI training courses. Its site says it is built by Geoffrey Huntley, creator of the Ralph Wiggum technique.",
    "ownership": null,
    "ticker": null,
    "hq": null,
    "founded": null,
    "website": "https://latentpatterns.com",
    "profileSource": "https://latentpatterns.com/",
    "figures": [],
    "topics": [
      "security",
      "ai-written-code",
      "coding-agents",
      "context-for-agents"
    ]
  },
  "people": [
    {
      "id": "geoffrey-huntley",
      "name": "Geoffrey Huntley",
      "role": "Creator of the Ralph loop; Latent Patterns",
      "level": "practitioner",
      "levelMeaning": "Someone doing the work at the organization.",
      "organization": "Latent Patterns",
      "organizationId": "latent-patterns",
      "passages": 3,
      "reported": 0,
      "url": "https://the-ai-record.com/people/geoffrey-huntley",
      "json": "https://the-ai-record.com/api/v1/people/geoffrey-huntley.json"
    }
  ],
  "passages": [
    {
      "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"
    },
    {
      "id": "latent-patterns-no-hand-written-code-two-and-a-half-years-2026",
      "text": "And I don't see myself going back to writing code by hand. It's been two and a half years since I manually wrote code by hand.",
      "context": "Huntley is speaking in his opening four-minute statement for the side arguing that loops work today, in an Oxford-style debate.",
      "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": "5:31",
        "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": [
        "ai-written-code",
        "coding-agents"
      ],
      "functions": [
        "engineering"
      ],
      "figures": [
        {
          "metric": "years-since-hand-written-code",
          "value": 2.5,
          "unit": "years",
          "period": "to July 2026, as the speaker states it",
          "definition": "time since the speaker last manually wrote code by hand, in his words",
          "level": "unclear"
        }
      ],
      "url": "https://the-ai-record.com/passages/latent-patterns-no-hand-written-code-two-and-a-half-years-2026",
      "json": "https://the-ai-record.com/api/v1/passages/latent-patterns-no-hand-written-code-two-and-a-half-years-2026.json"
    },
    {
      "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."
  ]
}