SPIN: Structural LLM Planning via Iterative Navigation for Industrial Tasks
arXiv:2605.14051v1 Announce Type: new
Abstract: Industrial LLM agent systems often separate planning from execution, yet LLM planners frequently produce structurally invalid or unnecessarily long workflows, leading to brittle failures and avoidable to…