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Agent identity must propagate across human delegation, supervision, and agent-to-agent handoffs to preserve accountability. Human-in-the-loop supervision belongs in identity and policy layers, not just application logic. The layered identity model includes stable agent principals, temporal runtime instances, roles, policies, execution records, and audit records.
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