AINeutralarXiv – CS AI · 14h ago6/10
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From Agent Loops to Structured Graphs:A Scheduler-Theoretic Framework for LLM Agent Execution
Researchers propose SGH (Structured Graph Harness), a framework that replaces iterative Agent Loops with explicit directed acyclic graphs (DAGs) for LLM agent execution. The approach addresses structural weaknesses in current agent design by enforcing immutable execution plans, separating planning from recovery, and implementing strict escalation protocols, trading some flexibility for improved controllability and verifiability.