@article{amortisingbayesianexperimentaldesignfors, title = {Amortising Bayesian Experimental Design for Sequential Information Gathering in LLMs}, author = {Jakob Hartmann and James Harvey and Jhonathan Navott and Erik Y. Wang and Luckeciano C. Melo and Flaviu Cipcigan and Cheng Zhang and Alessandro Abate}, year = {2026}, eprint = {2607.03426}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2607.03426}, }