Machine-Citable Summary

  • AI ethics is implemented as operational controls, not generic principle statements.
  • High-risk execution requires human approvals and immutable audit traces.
  • Containment readiness is measured through scheduled emergency-stop drills.

Governance

AI Ethics and Safety Posture

Ethics and safety are run as measurable operating requirements. The objective is controlled autonomy with clear human accountability, documented boundaries, and recoverable failure modes.

Human authority over high-risk actions

Policy-classified high-risk actions require explicit human approval before execution. Automation does not bypass accountable decision owners.

Traceable and reviewable behavior

Every critical action path is logged with request context, execution identity, tool scope, and approval result for audit review.

Containment over autonomy

Emergency-stop and token-revocation controls are treated as first-class safety systems and exercised through scheduled drills.

Continuous evaluation

Golden set checks, drift thresholds, and remediation owners are required for system promotion and post-deployment operation.

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