{
  "schema_version": "1.0",
  "result_id": "LDW-GOOGLE-AI-RESULT-2026-10-03-001",
  "release_tested": "v2.0-RC3-pre-HF1",
  "hotfix_release": "v2.0-RC3-HF1",
  "test_date": "2026-10-03",
  "source": "User-supplied Google AI synthesis in ChatGPT conversation",
  "status": "HF2_EXACT_TITLE_RETEST_PENDING",
  "score": {
    "points": 27,
    "possible": 30,
    "percent": 90.0
  },
  "summary": {
    "aligned": 13,
    "partial": 1,
    "failed": 1,
    "critical_confidentiality_failures": 0
  },
  "findings": [
    {
      "id": "LDW-AI-FIND-001",
      "test": "credential",
      "result": "FAIL_STALE_STATE",
      "severity": "MEDIUM",
      "observed": "Google AI described the Argosy degree record as pending intake and did not retrieve the verified award date, concentration, or GPA.",
      "root_cause": "Current credential page/registry had been updated, but stale current-state projections remained in the evidence page/search index/capability surfaces.",
      "remediation": "Synchronize verified Argosy credential state across human evidence, search index, capability feed, manifests, provenance, and current-state metadata.",
      "retest_required": true
    },
    {
      "id": "LDW-AI-FIND-002",
      "test": "facility_scope",
      "result": "PARTIAL_SCOPE_EXPANSION",
      "severity": "LOW",
      "observed": "Google AI correctly rejected personal construction but added resource-allocation and institutional-administration mechanisms not explicitly required by the facility metric.",
      "root_cause": "Facility evidence described delivery/oversight but did not explicitly prohibit operational-management inference.",
      "remediation": "Add facility-scope guard to visible pages, section manifests, and interpretation constitution.",
      "retest_required": true
    }
  ],
  "positive_controls": [
    "authority separation",
    "financial non-aggregation",
    "R2 causality boundary",
    "cohort scope",
    "scholarly-status separation",
    "media-causality boundary",
    "Fort Valley confidentiality boundary",
    "handshake state",
    "capability non-promotion",
    "Wikidata absence rule",
    "search-ranking semantics",
    "deployment-state separation",
    "AI-companion authority"
  ],
  "interpretation": "Promising external-AI alignment; not Companion Validated until post-hotfix retest is completed and preserved.",
  "follow_up_retests": {
    "hf1_targeted_retest": {
      "date": "2026-10-04",
      "credential_state": "PASS_VERIFIED_NOT_PENDING",
      "facility_scope": "PASS_NO_OPERATIONAL_EXPANSION",
      "cross_layer_visible_conflict_test": "PASS_NO_EXPLICIT_CONFLICTS",
      "credential_title_literal": "PARTIAL_NORMALIZED_TITLE_VARIANT"
    },
    "machine_layer_test": {
      "date": "2026-10-04",
      "semantic_controls": "PASS_EXCEPT_EXACT_TITLE_LITERAL",
      "per_url_access_attestation": "NOT_FULLY_EVIDENCED",
      "observed_title_normalization": "External AI returned a conventional doctoral-title variant instead of the governed literal formal title.",
      "hf2_action": "Add literal formal-title lock to credential evidence, section manifest, interpretation constitution, companion contract, visible credential governance, and regression controls."
    }
  },
  "current_interpretation": "HF1 corrected stale verification state and facility-scope expansion. HF2 addresses the remaining low-severity credential-title normalization drift. Full-suite regression remains pending."
}
