{
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  "createdAt": "2026-10-18T17:58:16.379954+00:00",
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  "schemaVersion": "kingy-document-public-native-runtime/1.0.0",
  "workflow": "Native LM Studio official GUI",
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    "architecture": "ARM64",
    "acceleration": "Apple Metal",
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    "upstreamVersionDisclosure": "The pinned engine display metadata identifies llama.cpp b11574, commit8bb3cf0d2; Kingy used a separate b11429 binary."
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  "artifactChecksPerNativeSession": 34,
  "beforeAfterArtifactHashesMatchedInAllThreeSessions": true,
  "coldStarts": 3,
  "documentFreeWarmups": 3,
  "originals": 120,
  "ownedGenerationModelsStoppedAfterEachSession": true,
  "priorRuntimeRestoredAfterEachSession": "2.60.0",
  "embeddingObservedLoadedAfterEachSession": true,
  "nativeEgressEnforcement": "Unverified; no comparative privacy advantage follows.",
  "timingScope": "Separate engines and full retrieval pipelines; answer latency does not measure pure model throughput, novice setup speed or a population speed advantage.",
  "sourceEvidenceIds": [
    "protocol",
    "freeze",
    "native-settings",
    "session-provenance"
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  "sourcePins": {
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}
