← Mandate Registry · 7 mandate layers · animal_welfare
healthcare · IACUC regulations · AWA · AAALAC standards
Animal Welfare Research
USDA cites facilities for inadequate distress monitoring — AI without receipt fails inspection
—IACUC + AWA inspection cycle
Regulatory exposure — commonly overlooked:
AI monitors animal distress — institution owns AWA violation, vendor owns research tool disclaimer. · APRA expects bank AI incident documentation within 72h — receipt enables notification.
Distress protocol
CRISIS classification receipt proves escalation to veterinary staff occurred.
Protocol deviation
AI-flagged welfare issue suppressed = IACUC fraud pattern.
AAALAC accreditation
Accreditation requires documented monitoring — receipt satisfies auditor.
[Australia] Mining + AI
Australia resource sector AI — WHS obligations for automated safety decisions.
[Australia] Insurance pool
APRA general insurance AI pricing scrutiny — asymmetry feed relevant.
[Text / Chat] Modality hook
Baseline — all frameworks apply to text decisions.
7 mandate layers (live)
Regulatory Clock
Countdown to operative regulatory deadline — NAIC adoption, GSE mandate, EU transposition.
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Domain Classifier
Industry-specific SAFE/CRISIS/VIOLATION with regulatory framework mapping.
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Exhibit / Filing Pack
Regulator-ready external validation — NAIC Exhibit D, Fannie QC, EU FRIA, FDA Part 11.
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Mandate Registry
Enroll deployers/insureds under vertical-specific governance mandate.
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Bind / Action Gate
ALLOW/BLOCK before consequential action — bind policy, sell loan, deactivate worker.
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Compliance Certificate
Deployer-facing downloadable cert — forward to counsel, auditor, regulator.
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Actuarial / Risk Feed
Anonymized asymmetry signals for pricing, reserving, reinsurance correlation.
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