Trivdedi, Anshul, Çetinkaya, Yusuf Mucahit, Cowan, Michael A., Newson, Martha, Vlahović, Natko and Davuclu, Hasan (2026) Beyond the Black Box: programmable AI and explainable text analysis for trustworthy social intelligence. IEEE Transactions on Computational Social Systems. ISSN 2329-924X (Online) (doi:10.1109/TCSS.2026.3686080)