🏷️ socratic-ai-dialogue
4 pages tagged with socratic-ai-dialogue(4 articles, 0 concepts)
📄 Retrieval-Augmented Tutoring for Algorithm Tracing and Problem-Solving in AI Education
KITE (Knowledge-Informed Tutoring Engine) introduces a [[intelligent-tutoring]] architecture that grounds its responses in course materials through a multimodal [[scaffolding|RAG pipeline]]. Unlike ge…
📄 The Pedagogy of AI Mistakes: Fostering Higher-Order Thinking
> An instructional approach that deliberately leverages AI errors, hallucinations, and limitations as teaching tools to foster higher-order thinking. Rather than viewing AI mistakes as failures to be …
📄 Prober.ai: Gated Inquiry-Based Feedback via LLM-Constrained Personas for Argumentative Writing
> A web-based writing environment that inverts the AI-tutoring paradigm: rather than generating improved text for students, Prober.ai constrains an LLM to ask only targeted inquiry-based questions abo…
📄 Interpretable Knowledge Tracing via IRT
> Two critical gaps in dialogue-based Knowledge Tracing (KT): > Most LLM-based dialogue tutoring systems produce opaque predictions. Huang et al. map raw LLM logits into **student ability (θ)** and **…
2026-05-07 · adaptive-learning, intelligent-tutoring, personalized-learning, learning-analytics, k-12