Author

Shardul Sapkota

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Open access Aug 2026

Value misalignment in X’s feed algorithm is a reflection of value tensions in engagement

Social media feed algorithms rank content that is purported to be preferred by users, but the engagement behaviors that drive these algorithms are (at best) indirect proxies for users’ explicitly self-stated values. Are the resulting feeds value aligned, and if not, why? We investigate this question by annotating the b...

Ziv Epstein, Farnaz Jahanbakhsh, Tiziano Piccardi et al. · Proceedings of the National... · 2 citations

#artificial intelligence May 2026

"What Are You Really Trying to Do?": Co-Creating Life Goals from Everyday Computer Use

This work introduces striving co-creation, a process for inferring broader life goals from unstructured observations of computer use and supports an editing interface that gives people agency over how they are understood by the system, feeding their corrections back into subsequent rounds of striving induction.

Shardul Sapkota, Matthew Jörke, Zane Sabbagh et al. · arXiv.org · 0 citations