LedgerAgent: Structured State for Policy-Adherent Agents

Researchers propose LedgerAgent, a framework that explicitly models task states for policy-adherent tool-calling agents, addressing implicit state management failures in customer-service domains.

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1. AnnouncementJun 18, 2026, 05:41 PM 85%

   Researchers propose LedgerAgent, a framework for explicit state management in tool-calling agents to improve policy adherence and reliability.

   Researchers propose LedgerAgent, a framework that explicitly models task states for policy-adherent tool-calling agents, addressing implicit state management failures in customer-service domains.

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