State Design Matters: How Representations Shape Dynamic Reasoning in Large Language Models

Annie Wong, Aske Plaat, Thomas Bäck +2

As large language models (LLMs) move from static reasoning tasks toward dynamic environments, their success depends on the ability to navigate and respond to an environment that ch…