human-in-the-loop

1. May 5, 2026 · LLM Workbench

   Agent contracts: the missing layer between AI agents and the humans accountable for them

   A recovering lawyer's case for a machine-readable contractual layer between AI agents and their human controllers—scope, consent, revocation, restitution—encoded as gates and run bundles.

   • AI governance
   • agent contracts
   • principal-agent
   • human-in-the-loop

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