VELARU MANDATE EXHIBIT PACK — JUDICIAL SENTENCING / PAROLE
Jurisdiction: Florida (us_fl)
Modality: Text / Chat
Program: Velaru Judicial Sentencing / Parole · Florida (galactic_judicial_us_fl)
Product ID: judicial:us_fl:bundle:text
Vertical: judicial
Generated: 2026-08-19T08:08:14.802550Z
Authority: Florida OIR AI Pack — Due Process Algorithmic Sentencing Pack
Deadline: FL HB 919 AI disclosure + property insurance crisis
Velaru verify: https://velaru.xyz/verify

EXHIBIT A — AI INVENTORY
[
  {
    "named_entity": "Velari",
    "slug": "velari",
    "ai_use_case": "AI-assisted Judicial Sentencing / Parole decisions",
    "vertical": "judicial",
    "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 Judicial Sentencing / Parole decisions",
    "vertical": "judicial",
    "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 Judicial Sentencing / Parole decisions",
    "vertical": "judicial",
    "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 Judicial Sentencing / Parole",
  "exhibit_authority": "Florida OIR AI Pack \u2014 Due Process Algorithmic Sentencing Pack",
  "regulatory_frameworks": [
    "Due Process Clause",
    "Equal Protection Clause",
    "EU AI Act Annex III",
    "FL HB 919",
    "Florida Information Protection Act",
    "Citizens Property Insurance"
  ],
  "standards_alignment": [
    "POSS-2",
    "DRP-1",
    "TCB",
    "FRE 707 pre-compliance",
    "ISO 42001"
  ],
  "human_oversight": "apply risk score to defendant",
  "third_party_verification": "https://velaru.xyz/verify (operator-independent)",
  "data_lineage": "Hash-chained Ed25519 receipts; optional RFC3161 + external anchor",
  "mirror_trap": "Courts demanding AI transparency while vendors claim trade secret \u2014 cryptographic receipt resolves impasse. \u00b7 Florida property insurers using AI for claims while Citizens backs up market \u2014 AI claim denial = political lightning rod.",
  "chain_integrity": {
    "depth": 580,
    "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": "Algorithmic sentencing discovery requires independent verify \u2014 not vendor PDF",
  "global_leaders_addressed": [
    "EU Commission",
    "ACLU",
    "COMPAS vendors",
    "State court admins",
    "Florida OIR",
    "Citizens Property",
    "Universal Property"
  ]
}

MIRROR TRAP (regulatory insight)
Courts demanding AI transparency while vendors claim trade secret — cryptographic receipt resolves impasse. · Florida property insurers using AI for claims while Citizens backs up market — AI claim denial = political lightning rod.

NERVE CARDS — WHY GLOBAL LEADERS CARE
[
  {
    "title": "COMPAS legacy",
    "body": "Wisconsin required disclosure \u2014 Velaru makes disclosure independently verifiable.",
    "source": "vertical"
  },
  {
    "title": "EU Art 14 oversight",
    "body": "Human oversight must be documented \u2014 not asserted in policy manual.",
    "source": "vertical"
  },
  {
    "title": "Municipal D&O",
    "body": "County buys risk assessment AI \u2014 county executives personally named in civil rights suits.",
    "source": "vertical"
  },
  {
    "title": "[Florida] Hurricane claims AI",
    "body": "Post-Idalia/Ian claims AI scrutiny \u2014 bad faith with AI lowball estimate.",
    "source": "jurisdiction"
  },
  {
    "title": "[Florida] Surplus lines",
    "body": "Florida largest homeowners market collapse \u2014 AI underwriting receipt mandatory for OIR exam.",
    "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: Govtech sentencing tools · Loomis v. Wisconsin precedent chain
INSURANCE LINES: Municipal liability, Judicial E&O

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