From one answer to an evolving plan.
HybiLearn does not run a syllabus once and mark it done. It runs a loop: learn, gather evidence, understand, personalize, assess, and turn what it learns into the next Study Plan. Here is that loop with a real example.
Sarah and negative coefficients
Sarah keeps losing marks on linear equations. A percentage alone would say 'needs practice.' HybiLearn goes further.
Start with the learner
Grade, curriculum and interests set the starting point. Sarah is in Grade 8, British curriculum, and enjoys sport and design.
Learn, multimodal
Sarah works through a short lesson on linear equations, mixing text, diagrams and short videos.
Gather evidence
Her typed answers, written reasoning, an uploaded homework photo, practice attempts, an assessment and a HybiTutor chat all become evidence.
Build the H Genome
HybiLearn reads the working and finds a pattern: she drops the sign when moving a negative coefficient across the equals sign.
Personalize
Her next lesson and practice set are chosen specifically to isolate negative coefficients, not general algebra review.
Assess
A short check confirms whether the idea has actually landed, not just whether the last few answers were correct.
Convert into a Study Plan
The result becomes a concrete task in this week's Study Plan: 10 minutes on negative coefficients, explained a different way.
Relearn, practice, retest
Sarah gets a fresh explanation, targeted practice, and a retest that checks the specific misconception, not the whole topic again.
↺ The retest becomes new evidence, and the loop runs again.
Real schoolwork makes the model true.
Homework, worksheets, question papers, answer sheets and marked teacher feedback can all be added inside the app. HybiLearn reads them, extracts what they reveal about understanding, and folds that evidence into the H Genome.
- Photo, PDF or typed submissions
- Detects patterns across weeks, not just single answers
- Teacher feedback is treated as evidence too
- Every insight links back to the work it came from

Every source feeds one evolving profile.
Answers, typed reasoning, uploaded materials, practice attempts, assessments and HybiTutor conversations are not separate records. They are combined into a single, dated picture of the learner.
- Nothing is discarded: even a correct answer with shaky reasoning is evidence
- Evidence is dated, so the model reflects what is true now, not months ago
- One misconception can be seen across several evidence types at once

A tutor that already knows the learner.
HybiTutor opens with context: the grade, the curriculum, the current chapter and the exact step that has been going wrong. There is no re-explaining who you are.
How HybiTutor uses the H GenomeHybiTutor
Grade 8 · British · Algebraic Thinking · Expanding Brackets
See it applied to your child.
Explore the H Genome in detail, or start the first learning check so HybiLearn can begin building your child's evidence today.
Start with one learning check. Everything after that is personal.
Explore how HybiLearn builds a learner's H Genome from the first session, or get in touch to talk it through.
