Xing, E., Iyer, R., Xu, R., Liu, Y., Goldberg, B. and Fast, N. 2026. AI and Agency: Benefiting Users by Understanding and Serving Explicit Aspirations. Journal of Online Trust and Safety. 3, 4 (Sep. 2026). DOI:https://doi.org/10.54501/jots.v3i4.352.