AI-Generated Traces for Novice Programmers: Learning Effects and Learner Differences in a Multi-Institutional Study

Yuri Noviello, Naaz Sibia, Anastasia Birillo, Thomas Overklift Vaupel Klein, Michael Liut, and Gosia Migut

July, 2026. Accepted to ITiCSE'26 (A).

Abstract.