VELARU GALACTIC EXHIBIT PACK — EDUCATION / ADMISSIONS
Jurisdiction: Global / Multi-jurisdiction (global)
Modality: Text / Chat
Program: Velaru Mandate Registry — Education / Admissions (galactic_education)
Product ID: education:global:bundle:text
Vertical: education
Generated: 2026-08-11T00:24:19.976071Z
Authority: Global External Validation — Admissions AI Fairness + FERPA Pack
Deadline: EU AI Act Annex III — education
Velaru verify: https://velaru.onrender.com/verify

EXHIBIT A — AI INVENTORY
[]

EXHIBIT B — GOVERNANCE FRAMEWORK
{
  "framework": "Velaru Mandate Registry \u2014 Education / Admissions",
  "exhibit_authority": "Global External Validation \u2014 Admissions AI Fairness + FERPA Pack",
  "regulatory_frameworks": [
    "FERPA",
    "Title VI",
    "EU AI Act Annex III",
    "ISO 42001",
    "NIST AI RMF 1.0",
    "OECD AI Principles"
  ],
  "standards_alignment": [
    "POSS-2",
    "DRP-1",
    "TCB",
    "FRE 707 pre-compliance",
    "ISO 42001"
  ],
  "human_oversight": "admit/deny applicant",
  "third_party_verification": "https://velaru.onrender.com/verify (operator-independent)",
  "data_lineage": "Hash-chained Ed25519 receipts; optional RFC3161 + external anchor",
  "mirror_trap": "Legacy preference algorithms in discovery \u2014 universities cannot produce decision audit from 2019 cycle. \u00b7 Multinationals built for one jurisdiction fail exams in another \u2014 one receipt architecture, many filing packs.",
  "chain_integrity": {
    "depth": 39,
    "invariant_holds": true
  }
}

EXHIBIT D — DATA INPUTS & VALIDATION
{
  "data_validation_method": "Cryptographic receipt per AI decision; public verify without trusting deployer, vendor, or Velaru operator",
  "bias_testing_proxy": "Asymmetry score from live chain signals",
  "model_change_control": "Policy lock registry \u2014 criteria hash frozen pre-dispute",
  "logging_retention": "90-day pre-dispute window minimum; permanent verify permalinks",
  "external_validator": "Nisaba LLC / Velaru",
  "validator_independence": "Client-side Ed25519 verify; BYOK tri-receipt optional",
  "headline_stat": "Same Mobley logic as hiring \u2014 filtering = discrimination agent",
  "global_leaders_addressed": [
    "College Board",
    "Common App",
    "DOE OCR",
    "Harvard admissions litigation",
    "ISO",
    "NIST",
    "OECD",
    "UNESCO"
  ]
}

MIRROR TRAP (regulatory insight)
Legacy preference algorithms in discovery — universities cannot produce decision audit from 2019 cycle. · Multinationals built for one jurisdiction fail exams in another — one receipt architecture, many filing packs.

NERVE CARDS — WHY GLOBAL LEADERS CARE
[
  {
    "title": "Title VI",
    "body": "Disparate impact in admissions AI \u2014 OCR investigation pattern established.",
    "source": "vertical"
  },
  {
    "title": "FERPA + AI",
    "body": "Student records in training data \u2014 receipt proves what model saw at decision time.",
    "source": "vertical"
  },
  {
    "title": "EU students",
    "body": "Annex III high-risk for EU university admissions \u2014 US schools recruiting EU students hit both.",
    "source": "vertical"
  },
  {
    "title": "[Global / Multi-jurisdiction] Jurisdiction shopping ends",
    "body": "Regulators share examination findings via IAIS, IOSCO, Basel \u2014 governance gap in one market triggers another.",
    "source": "jurisdiction"
  },
  {
    "title": "[Global / Multi-jurisdiction] Vendor contract forum",
    "body": "AI vendor chooses Delaware law \u2014 deployer owns EU, UK, and US state fines simultaneously.",
    "source": "jurisdiction"
  },
  {
    "title": "[Text / Chat] Modality hook",
    "body": "Baseline \u2014 all frameworks apply to text decisions.",
    "source": "modality"
  }
]

BOOK SUMMARY: {
  "total_insureds": 0,
  "compliant": 0,
  "grace_period": 0,
  "non_compliant": 0,
  "expired": 0,
  "not_enrolled": 0,
  "compliant_pct": 0.0
}

TAM / EXPOSURE: 4,000+ US colleges · admissions AI under Title VI scrutiny
INSURANCE LINES: Institutional liability, E&O

DISCLAIMER: External validation evidence pack — not legal advice, not filed rate approval.