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

arXiv:2607.11197v2 Announce Type: replace Abstract: 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 variation may reflect distinct laten