AdaptArena: Evaluating Test-Time Personalization of Web Agents

Dongchan Shin, Xing Han Lù, Jiaqi Deng +7

Large language model (LLM) agents have demonstrated strong performance on complex web navigation tasks, yet they remain brittle in real-world settings where user intentions are und…