In this article, Yannick Vander Zwalmen and Jutta Joormann (Yale University), and Rachel Weisenburger, Molly McNamara, and Christopher Beevers (University of Texas at Austin) provide expert commentaries on: Vrijsen, J. N., Windbergs, H., Becker, E. S., Scherbaum, N., Müller, B. W., & Tendolkar, I. (2024). A randomized controlled pilot study exploring the additive clinical effect of cognitive bias modification-memory in depressed inpatients. Cognitive Therapy and Research, 48(2), 212-224. https://doi.org/10.1007/s10608-023-10452-y