Language Models Struggle to Use Representations Learned In-Context

arXiv:2602.04212v2 Announce Type: replace-cross Abstract: Though large language models (LLMs) have enabled great success across a wide variety of tasks, they still appear to fall short of one of the loftier goals of artificial intelligence research: creating an artificial system that can adapt its...