Dong-Kyum Kim

Uncovering Spontaneous Physics Representations in In-Context Learning

2025 · arXiv (Cornell University)

In-context learning (ICL) lets large language models (LLMs) solve new tasks from prompts alone, across an ever-widening range of domains, yet the mechanisms underlying this ability remain poorly understood. Physical systems offer a controlled testbed …