VELARU MANDATE EXHIBIT PACK — EDUCATION / ADMISSIONS
Jurisdiction: China (cn)
Modality: Text / Chat
Program: Velaru Education / Admissions · China (galactic_education_cn)
Product ID: education:cn:bundle:text
Vertical: education
Generated: 2026-08-20T23:35:45.876940Z
Authority: China CAC Algorithm Filing Pack — Admissions AI Fairness + FERPA Pack
Deadline: CAC algorithm filing + PIPL
Velaru verify: https://velaru-erra.onrender.com/verify

EXHIBIT A — AI INVENTORY
[]

EXHIBIT B — GOVERNANCE FRAMEWORK
{
  "framework": "Velaru Mandate Registry \u2014 Education / Admissions",
  "exhibit_authority": "China CAC Algorithm Filing Pack \u2014 Admissions AI Fairness + FERPA Pack",
  "regulatory_frameworks": [
    "FERPA",
    "Title VI",
    "EU AI Act Annex III",
    "CAC Generative AI Measures",
    "PIPL",
    "DSL",
    "Algorithm Recommendation Rules"
  ],
  "standards_alignment": [
    "POSS-2",
    "DRP-1",
    "TCB",
    "FRE 707 pre-compliance",
    "ISO 42001"
  ],
  "human_oversight": "admit/deny applicant",
  "third_party_verification": "https://velaru-erra.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 Algorithm filing requires decision logic documentation \u2014 independent verify acceptable to CAC review.",
  "chain_integrity": {
    "depth": 5,
    "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",
    "CAC",
    "Tencent",
    "Alibaba",
    "ByteDance"
  ]
}

MIRROR TRAP (regulatory insight)
Legacy preference algorithms in discovery — universities cannot produce decision audit from 2019 cycle. · Algorithm filing requires decision logic documentation — independent verify acceptable to CAC review.

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": "[China] Dual compliance",
    "body": "Multinationals operating CN + US/EU \u2014 one architecture, jurisdiction-tagged receipts.",
    "source": "jurisdiction"
  },
  {
    "title": "[China] DeepSeek moment",
    "body": "Chinese model deployment globally \u2014 provenance receipt links model to decision.",
    "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.