
Struggling with a Topic? Our AI Adjusts the Difficulty for You
By Qwizflow Team
5 February 2026
· 2 min read
Personalised Education That Actually Listens
No two students learn at the same pace. That's why we built the Adaptive Learning Engine. Every time you submit a quiz, our system scores you across five dimensions — accuracy (50%), calibration (20%), concept mastery (15%), effort quality (10%), and retention (5%) — and produces a single mastery score between 0 and 1.
A Three-Way Decision (Not a Hard 80% Gate)
Score 0.75 or above and the topic is mastered — earn a trophy, move on. Score 0.5 to 0.74 and you enter remediation: a targeted study guide, then up to two retry attempts. Score below 0.5 and we identify the misconception, generate a personalised lesson, and run a 3-question retest to unblock you.
Choose Your Threshold
Pick Explorer (relaxed, 0.65), Standard (0.75), or Challenger (strict, 0.85) in your Mastery Settings. The whole platform adapts: difficulty, threshold, and remediation depth. We don't just tell you what you got wrong — we rewrite the curriculum to help you get it right.
FAQ
How does the Qwizflow Adaptive Learning Engine score mastery?
Every quiz submission is scored across five weighted dimensions — accuracy (50%), calibration (20%), concept mastery (15%), effort quality (10%) and retention (5%) — producing a single mastery score between 0 and 1.
What happens if a student scores below the mastery threshold?
A score of 0.5 to 0.74 triggers remediation — a targeted study guide plus up to two retry attempts. Below 0.5, the engine identifies the misconception, generates a personalised lesson, and runs a 3-question retest to unblock the topic.
Can students choose how strict the mastery threshold is?
Yes — pick Explorer (relaxed, 0.65), Standard (0.75) or Challenger (strict, 0.85) in Mastery Settings, and the whole platform adapts its difficulty, threshold and remediation depth.
Is there a hard 80% pass gate in Qwizflow?
No — mastery is a three-way decision, not a hard gate: 0.75 or above passes, 0.5 to 0.74 goes to remediation with retries, and below 0.5 leads to a personalised misconception lesson.