STAGE: Stateful Translation to Agentic Graph Execution with Policy-Scoped Context and Deterministic Control
STAGE, an executable-graph framework that confines model judgment to policy-scoped nodes while placing procedural control in deterministic code, improves task success and repeated-run reliability compared with monolithic full-policy execution.
Mengxi Luo, Changjiao Chen, An Cao et al.
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