Engineering Simplicity: Simple Mechanism Interfaces Steer LLM Agents

Kehang Zhu, Anand Shah, David Parkes

Can interaction formats and textual scaffolds help large language model (LLM) agents make better decisions, and do better decisions come with better explanations? We study these qu…