Build Wiz AI Show
Teaching LLMs to Plan: Logical Chain-of-Thought Instruction Tuning for Symbolic Planning
24 Sep 2025
While Large Language Models excel at creative tasks, they often struggle with the logical precision required for symbolic planning. This episode explores PDDL-INSTRUCT, a novel framework that teaches LLMs to reason through complex plans using a logical "chain-of-thought" approach, verifying each step to ensure its validity. Tune in to learn how this method dramatically improves planning accuracy by up to 66%, bridging the gap between general AI reasoning and the formal logic of automated planning.
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