SAGE: Symbolic Action-Gating and Editing for LLM Task Planners.

arXiv:2609.34268v1 Announce Type: cross Abstract: Large language models (LLMs) are now the default cognitive core of embodied household agents, yet the plans they emit are rarely checked against a grounded model of the environment before execution, and the tas