Deep in one subject first, not shallow across five
A genuinely good version of one subject beats a thin version of many. We started with Math and expand only once each model is mature.
Mathematics
Errors map cleanly to specific sub-skills, which makes concept-gap diagnosis sharpest here. Grades 8–10 live now.
Available nowScience
Concept chains like forces, energy and reactions — where one shaky idea quietly breaks the next.
On the roadmapEnglish Language
Grammar and comprehension gaps diagnosed by pattern, with method-switched explanations for each.
On the roadmapCoding Fundamentals
Logic and syntax misconceptions caught early, before they compound into frustration.
On the roadmapCompetitive Exam Prep
Targeted practice on the exact weak topics that cost marks, not blanket revision.
On the roadmapExpanding carefully
Each new subject reuses proven diagnostic patterns from Math — added only when it's genuinely ready.
The cleanest concept structure to build on
Mathematics has well-defined concept nodes and errors that map cleanly to specific sub-skills. That precision is exactly what a concept-gap classifier needs to prove itself before we generalize the pattern to other subjects.
Clear sub-skills
Traceable errors
Reusable patterns
Measurable mastery
Get one wrong on purpose. Watch it change method.
This is the whole idea in miniature: a wrong answer isn't just marked. The tutor finds the gap and tries a different explanation until it lands.
Question
Simplify 3(x + 2)
Pick an answer to see the tutor respond.