White Papers

Research and technical insights into AI-powered educational technology.

Mastery-Based Learning Through Rich Question Metadata

How structured question metadata enables AI-driven mastery learning with adaptive difficulty, gap detection, and prerequisite-aware progression.

March 2025 · v1.0

AI-Powered Question & Diagram Quality Assurance

Multi-agent validation pipeline for automated educational question generation, diagram accuracy, and iterative quality improvement.

March 2025 · v3.0