What We Talk About When We Talk About LLM Planning: Evidence for Two Distinct Planning Abilities

Sukai Huang, Chenyuan Zhang, Fucai Ke +4

When LLMs exhibit uneven performance across planning tasks, these gaps are often attributed to task difficulty. We argue that this explanation is incomplete, as task-level variatio…