{
  "manifestType": "ljp.public-identity",
  "manifestVersion": "1.0",
  "name": "Machine-Verifiable Inference",
  "url": "https://machineverifiableinference.com/",
  "publisher": {
    "name": "LJP Asset Group LLC",
    "url": "https://www.ljpassetgroup.com/"
  },
  "publicationStatus": "published",
  "package": {
    "namespaceName": "Model Weight Integrity & Trust/Governance",
    "technicalArea": "Trust & Governance"
  },
  "capability": {
    "name": "Machine-Verifiable Inference",
    "definition": "A bounded semantic identity for discussing emerging approaches that make properties of machine-learning inference inspectable or checkable by machines.",
    "whyItMatters": "It separates an emerging technical direction from claims of a universal inference-verification protocol or deployed service.",
    "authorityContext": "Research surveys describe verifiable-ML approaches; the exact LJP compound identity is not a standard.",
    "authorityReferences": [
      {
        "title": "Zero-knowledge Proof Meets Machine Learning in Verifiability",
        "url": "https://arxiv.org/abs/2310.14848",
        "public_authorized": true
      }
    ]
  },
  "resources": {
    "llms": "https://machineverifiableinference.com/llms.txt",
    "robots": "https://machineverifiableinference.com/robots.txt",
    "sitemap": "https://machineverifiableinference.com/sitemap.xml"
  }
}
