Dear Colleagues, We are pleased to release the Journal of Data Science ( https://jds-online.org ) special issue "Statistical Aspects of Trustworthy Machine Learning" (Vol. 24, Issue 1, January 2026) , inspired by the 2024 Banff International Research ...