VELARU MANDATE EXHIBIT PACK — EDUCATION / ADMISSIONS
Jurisdiction: New York (us_ny)
Modality: Text / Chat
Program: Velaru Education / Admissions · New York (galactic_education_us_ny)
Product ID: education:us_ny:bundle:text
Vertical: education
Generated: 2026-08-19T22:48:05.050114Z
Authority: New York AI Governance Pack — Admissions AI Fairness + FERPA Pack
Deadline: NYDFS AI guidance + Local Law 144 enforcement
Velaru verify: https://velaru.xyz/verify

EXHIBIT A — AI INVENTORY
[
  {
    "named_entity": "Velari",
    "slug": "velari",
    "ai_use_case": "AI-assisted Education / Admissions decisions",
    "vertical": "education",
    "risk_tier": "elevated",
    "external_validation": "Velaru independent receipt verification",
    "handler_receipt_lock": "https://velaru.onrender.com/r/4c58eac890bfd031ce2189de5a1ca9ea292a0c837f5f535daf164aef34f31e53",
    "compliance_state": "grace_period",
    "asymmetry_grade": "A",
    "found_scripture_export": "https://velaru.xyz/bundle/pre-dispute/d8fb129c0c0c78d05256/export.txt",
    "diligence_url": "https://velaru.xyz/diligence/velari"
  },
  {
    "named_entity": "LinkAudit Test",
    "slug": "linkaudit-test",
    "ai_use_case": "AI-assisted Education / Admissions decisions",
    "vertical": "education",
    "risk_tier": "elevated",
    "external_validation": "Velaru independent receipt verification",
    "handler_receipt_lock": "https://velaru.onrender.com/r/58ddedd1974156453bc55daef6a9857d8570d56388becbb2a80bf5bac76b771b",
    "compliance_state": "grace_period",
    "asymmetry_grade": "A",
    "found_scripture_export": "https://velaru.xyz/bundle/pre-dispute/78aa6e3f3a84cf1a88c0/export.txt",
    "diligence_url": "https://velaru.xyz/diligence/linkaudit-test"
  },
  {
    "named_entity": "Link Audit Co",
    "slug": "link-audit-co",
    "ai_use_case": "AI-assisted Education / Admissions decisions",
    "vertical": "education",
    "risk_tier": "elevated",
    "external_validation": "Velaru independent receipt verification",
    "handler_receipt_lock": "https://velaru.onrender.com/r/d00533b7b6c0495802b4250abd5c29f60bd9f2ad3fb141bba2d9a5afee5f5542",
    "compliance_state": "grace_period",
    "asymmetry_grade": "A",
    "found_scripture_export": "https://velaru.xyz/bundle/pre-dispute/fea572f3996c4b963779/export.txt",
    "diligence_url": "https://velaru.xyz/diligence/link-audit-co"
  }
]

EXHIBIT B — GOVERNANCE FRAMEWORK
{
  "framework": "Velaru Mandate Registry \u2014 Education / Admissions",
  "exhibit_authority": "New York AI Governance Pack \u2014 Admissions AI Fairness + FERPA Pack",
  "regulatory_frameworks": [
    "FERPA",
    "Title VI",
    "EU AI Act Annex III",
    "NYDFS Circular Letter on AI",
    "NYC Local Law 144",
    "Martin Act"
  ],
  "standards_alignment": [
    "POSS-2",
    "DRP-1",
    "TCB",
    "FRE 707 pre-compliance",
    "ISO 42001"
  ],
  "human_oversight": "admit/deny applicant",
  "third_party_verification": "https://velaru.xyz/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 Local Law 144 requires annual bias audit \u2014 Velaru receipts are continuous audit, not annual snapshot.",
  "chain_integrity": {
    "depth": 478,
    "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",
    "NYDFS",
    "NYC DCWP",
    "Goldman Sachs",
    "MetLife"
  ]
}

MIRROR TRAP (regulatory insight)
Legacy preference algorithms in discovery — universities cannot produce decision audit from 2019 cycle. · Local Law 144 requires annual bias audit — Velaru receipts are continuous audit, not annual snapshot.

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": "[New York] Financial capital",
    "body": "NYDFS regulates insurers AND banks \u2014 same receipt primitive for both books.",
    "source": "jurisdiction"
  },
  {
    "title": "[New York] Hiring audit law",
    "body": "NYC AEDT law is template for other cities \u2014 receipt architecture scales municipally.",
    "source": "jurisdiction"
  },
  {
    "title": "[Text / Chat] Modality hook",
    "body": "Baseline \u2014 all frameworks apply to text decisions.",
    "source": "modality"
  }
]

BOOK SUMMARY: {
  "total_insureds": 3,
  "compliant": 0,
  "grace_period": 3,
  "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.