BALAR : A Bayesian Agentic Loop for Active Reasoning

Aymen Echarghaoui, Dongxia Wu, Emily B. Fox

Large language models increasingly operate in interactive settings where solving a task requires multiple rounds of information exchange with a user. However, most current systems…