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Enterprises should redesign AI governance so risk tiering, model auditing, and AI incident response produce auditable proof of control, not shifting compliance theater.
CIRCIA turns “incident detection” into a reporting discipline: organizations must redesign telemetry, triage, and decision workflows to produce audit-ready evidence fast enough for 72-hour reporting to CISA.
NHTSA and European regulators are shifting scrutiny from perception accuracy to what remote operators must do—plus what evidence, escalation rules, and safety scoring regulators can audit.