@inproceedings{aluguvelly-2026-beating, title = "Beating a Random-Direction Bank Does Not Establish Policy Improvement: An Exact-Value Audit of Activation Steering for Agents", author = "Aluguvelly, Avinash Goutham", 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-1.49/", pages = "724--737", ISBN = "979-8-89176-485-9" }