Limits of Spatial Imagery Reasoning in Frontier LLM Models 事件

Limits of Spatial Imagery Reasoning in Frontier LLM Models arXiv:2603.26779v2 Announce Type: replace Abstract: Large Language Models (LLMs) have demonstrated impressive reasoning capabilities, yet they struggle with spatial tasks that require mental simulation, such as mental rotation. This paper investigates whether equipping an LLM with an external ``Imagery Module'' -- a tool capable of rendering and rotating 3D models -- can bridge this gap, functioning as a ``cognitive prosthetic.'' We con