Authority and delegation across multi-agent systems. When AI delegates to AI and something breaks, you know whose orders it was following.
Every principal is anonymous. When something breaks, no way to trace whose orders it was following.
Every action traced to the principal who dispatched it. Scopes can only tighten, never loosen. Zero orphans.
“When AI delegates to AI and something breaks — you know whose orders it was following.”
Physician defers to AI. A sub-agent logs the override via a resident. Adverse event. Who authorized what?
Every order and HITL check signed to the exact principal.
A trading orchestrator delegates to risk-analysis to market-data. Market-data leaks positions. Who dispatched the leak?
Sub-agent misbehavior debits the orchestrator’s trust.
AI deploys a hotfix, delegating test, build, then production-write. Production breaks. Which agent had authority?
Trace points to the principal that authorized the write.
Predictive-maintenance AI delegates shutdown through a PLC to a valve actuator. Wrong line closes. Whose authority?
Every command, from AI to controller to actuator, bound to the principal that issued it.
Agency AI delegates a benefits ruling. A sub-agent denies. Appeal arrives. On whose authority?
Every review and override signed to the reviewer. Appeal gets a full authority chain.
A claims AI dispatches sub-agents for terms, necessity, prior auth. One denies. Six years later, wrongful-denial suit. Which sub-agent, on whose orders?
Every dispatch and override bound to its principal.
SOC agent delegates “verify,” then “contain.” Containment agent silently escalates to purge logs. Who authorized what?
Every escalation tied to the principal that granted it.
AI drafts, delegates review to paralegal-AI, negotiation to another. Missed clause becomes a dispute. Whose review approved final terms?
Every sign-off bound to its principal. Judge gets a verifiable chain.
Humans, agents, service accounts, robots, sensors. One schema.
Every delegation signed. Misbehavior debits the principal that dispatched it.
CISO policy, regulator pack, tenant override, stacked. No layer loosens.
Bring a real delegation topology. Thirty minutes, hop by hop.
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