Sycophancy is an Educational Safety Risk: Why LLM Tutors Need Sycophancy Benchmarks
arXiv:2605.14604v1 Announce Type: new
Abstract: This position paper argues that effective tutoring requires corrective friction: surfacing misconceptions and challenging them supportively to drive conceptual change. Yet preference-aligned LLMs can tra…