To Tell or to Ask? Comparing the Effects of Targeted vs. Socratic AI Hints

Zhixian Christopher Liding, Michael Osmolovskiy, Harshith Lanka, Ronnie Howard, Nimisha Roy, Rodrigo Borela. To Tell or to Ask? Comparing the Effects of Targeted vs. Socratic AI Hints. In Proceedings of the 57th ACM Technical Symposium on Computer Science Education V.2, SIGCSE TS 2026, St. Louis, MO, USA, February 18-21, 2026. pages 1423-1424, ACM, 2026. [doi]

Abstract

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