Socratic Playground (SPL) - Interactive Learning Hub

Transform Learning Through Intelligent Tutoring

Welcome to the Socratic Playground – your adaptive AI tutor that combines 15 research-based pedagogies with 5 specialized agent types. From Socratic questioning to productive failure, peer tutoring to metacognitive scaffolding, SPL adapts to your learning needs with evidence-based teaching strategies. Each pedagogy is grounded in decades of learning sciences research with documented effect sizes ranging from +0.30 to +0.79 standard deviations.

Agent Type 01

Hint Agent

Progressive hint system that provides graduated support. Starts with minimal prompts and increases specificity based on learner needs. Never gives away answers directly.

✅ Production Ready Adaptive Support

Agent Type 02

Explain Agent

Provides conceptual explanations and clarifications. Adapts explanation depth to comprehension level. Uses analogies, examples, and visualizations.

✅ Production Ready Conceptual Depth

Agent Type 03

Error Agent

Analyzes mistakes and provides targeted feedback. Identifies misconceptions and suggests corrective strategies. Focuses on learning from errors.

✅ Production Ready Misconception Detection

Agent Type 04

Next Step Agent

Guides learners on what to do next. Provides strategic direction and problem-solving scaffolding. Helps when learners are stuck or uncertain.

✅ Production Ready Strategic Guidance

Agent Type 05

Encouragement Agent

Monitors affective state and provides motivational support. Celebrates progress, manages frustration, and maintains learner engagement.

✅ Production Ready Affective Support

Special Mode

Study Mate Mode

Conversational learning companion that adapts to your questions. Free-form dialogue with intelligent tutoring. Perfect for exploration and deep understanding.

✅ Production Ready Conversational AI

🎓 Socratic Playground (SPL)

Transform Learning Through Intelligent Tutoring

📖 Explore 15 SPL Pedagogies

🧠 SPL Agent Types

🎯 Why Socratic Playground?