Questiness Proof-of-Concept – AI-driven verified question generation

Summary: Questiness generates exam-style questions by verifying topic alignment, structure, difficulty, and confidence. It rejects irrelevant or hallucinated content, supporting multiple question types for academic and competitive assessments.

What it does

It enforces strict validation on generated questions, ensuring alignment with real exam patterns and filtering out unreliable outputs.

Who it's for

Students and professionals seeking reliable, verified question generation for academic or competitive exam preparation.

Why it matters

It addresses the issue of irrelevant or inaccurate AI-generated questions by applying rigorous verification and confidence scoring.