Socratic questioning as an AI tutoring strategy is studied in socratic-method, codify-socratic-tutoring-programming, socratic-ai-dialogue, and correct-answer-trap-ai-tutor: guiding questions promote reasoning, but poorly timed or easily bypassed questioning fails (scaffolding, formative-assessment).