A doubt at 21:40 waits until the next class, if it gets answered at all.
The moment you are stuck is the moment the explanation is worth the most. A day later you have already moved on, copied the answer, and left the gap in place.
NYGTLYF is a personal AI tutor that answers the doubt in front of you, builds a path from what you actually know, and holds you on a concept until you can do it. Built for one student studying on their own, with or without a coaching class in the picture.
Four steps, asked at 21:41
None of them are about effort. They are about timing, pace and aim, and all three are fixable the moment a student has something that responds to them alone.
The moment you are stuck is the moment the explanation is worth the most. A day later you have already moved on, copied the answer, and left the gap in place.
A syllabus is a calendar, not a diagnosis. It cannot know that your quadratics problem is really a factorising problem from two years ago.
Repeating what you have already mastered feels productive and changes nothing. The questions that move you are the ones aimed at what you keep getting wrong.
This is the whole loop. It runs on one concept at a time, and it does not advance on your behalf.
Type it, paste it, or describe the step you lost. No question format to learn, no waiting for a slot, no cap on how many times you ask the same thing differently.
The answer arrives as a sequence of steps with the reasoning attached to each one, pitched at the class and board you told us you are studying for.
From that doubt the engine generates fresh questions on the sub skill you missed. Not a chapter set, not a past paper, the specific move you fumbled.
The next concept unlocks when your accuracy on generated practice crosses the mastery bar. Not when the calendar says so, and not before.
Each part feeds the next. The tutor produces evidence, the evidence redraws the path, the path decides what practice gets generated, and the practice decides when you climb.
Explains the concept step by step at the class and board you are studying for, and keeps answering follow ups until the step you lost makes sense.
Starts from a short diagnostic rather than page one, then rewrites itself every time a quiz reveals something new about what you hold and what you do not.
Writes new questions against the specific sub skill you are weak on, so a practice set is never a chapter dump you have already seen.
Moves the level inside a single session, stepping up after a run of correct answers and easing back the moment accuracy falls away.
One view of concepts mastered, concepts flagged and days studied, with a clear line between what a parent account sees and what stays yours.
A rung turns mint at 85% accuracy across freshly generated questions on that concept, spread over more than one session. One lucky set does not count, and a set you have seen before does not count either.
There is no institute code to enter and no teacher dashboard watching over your shoulder. The account is yours, and it works the same whether you have a coaching class or not.
NYGTLYF is the whole loop on its own. It diagnoses, sequences, explains, generates practice and gates progress, so self study stops being guesswork about what to open next.
Your class sets the pace. NYGTLYF handles the hours in between: the doubt you did not raise in front of forty people, and the prerequisite nobody went back to.
Exam readiness is a concept map, not a page count. The ladder shows exactly which rungs are still coral, so revision time lands where it changes the score.
A ladder is only honest if some rungs stay locked. When accuracy on a concept slips, that rung turns coral and the one above it closes, no matter how far the class has moved on. It is uncomfortable for about a week and it is the reason the mint rungs mean something.
Study on your own schedule, get unstuck in the minute it matters, and watch a ladder that reflects what you can actually do rather than a single test score.
A clear picture of what is improving and what needs attention, without sitting behind the chair. A linked parent account shows progress, never the contents of a study session.
We would rather describe how the engine behaves than publish a user count. Usage figures go up here only once they are real and measured.
Not limited to class hours or a support window. The tutor is available the moment the question exists.
Questions are produced against your weak concepts, so no session is spent on ground you already hold.
The level moves inside a session, raising after a run of correct answers and easing back when accuracy drops.
Coverage is deepest in school mathematics and science for Classes 8 to 12, and it is still expanding. Where a topic is thin, the tutor will still explain it, but the ladder and generated practice for it will be shallower. We would rather say that here than let you find out mid term.
What is covered todayNo account, no card, no institute code. Pick the subject and topic you are on this week and the engine lays out the rungs underneath it, marks the one that usually breaks first, and points at the rung it would put you on today.
The engine would hold you at "Factorising polynomials" until accuracy crosses the mastery bar, then unlock the rung above it.