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Alexandre Clin Deffarges, Nataliya Kosmyna and Pattie Maes. Socrates went Nuclear: Comparing Interaction Strategies for AI systems in a Learning Context using Brain Sensing. To appear in Proceedings of The 14th International Conference on Human-Agent Interaction, Osaka, Japan, November 16, 2026. https://doi.org/10.1145/3841580.3841620