@inproceedings{ishikawa-etal-2026-caseinterviewbench, title = "{C}ase{I}nterview{B}ench: Evaluating Agentic {AI}{'}s Purpose-Reflective Autonomy to Uncover What the User Really Needs", author = "Ishikawa, Shin-nosuke and Todo, Masato and Yoshino, Atsushi and Ohba, Hirotsugu", editor = "Kamalloo, Ehsan and Gontier, Nicolas and Rozanov, Nikolai and Hashemzadeh, Maryam and Arora, Akhil", booktitle = "Proceedings of the Second Workshop for {RE}search on Agent Language Models ({REALM} 2026)", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.realm-1.68/", pages = "986--1002", ISBN = "979-8-89176-485-9" }