Machine Learning Algorithms & Natural Language Processing

Sep 9, 2026 · Artificial Intelligence

S-Space: Inside Multimodal Models' Internal 3D Map and Its Reasoning Failures

Researchers discover S-Space, a stable low-dimensional spatial workspace in multimodal models that encodes object positions, but models confuse coordinate systems and fail to reliably rotate spatial representations, revealing a gap between having spatial representations and using them for reasoning.