If that's happened to you, the problem isn't effort — it's that nothing you're using can tell you which topics you only think you've got. Tali works from your own material, quotes the exact source for every supported point, and gives you that list.
Try it on one chapter — freeThree steps, on material you already own.
A PDF, slides, or notes you already have. Tali reads only that.
Every supported point quotes the exact line it came from. If Tali can't find it in what you uploaded, it says so rather than inventing one.
Not the same question again — that only tests whether you remember the answer. Same concept, new situation.
A general model answers from broad training data and can't show which line in your material supports an answer. Tali answers from the chapter you uploaded and quotes that line.
If a claim isn't in your material, Tali marks it as unsupported instead of stating it confidently.
Hours studied and mock scores both go up while blind spots stay put. Tali reports verified topics, false confidence, and untouched topics separately.
Grouped by topic, so a month-long gap doesn't mean starting over.
No. It works on top of whatever material you already study from — it reads what you give it and tests you on that.
A mock gives you one number. When that number is good and you still fail, it hasn't told you anything actionable. Tali reports per-topic: verified, false confidence, or not covered.
You start with free tokens and top up as you go. There's no subscription — exam prep is seasonal, and a subscription would keep charging you after the exam.
Drop in a PDF and get notes you can actually study from — then let Tali quiz you until you can explain it.
Upload the chapter you have to know cold. Tali writes the questions and schedules them — what you miss comes back tomorrow, what you know comes back in a month.
Not generic questions — questions from the exact chapter you just read, marked by something that tells you what you missed.
Upload a past paper and Tali reads it question by question — then writes you a note for each exam point it tests. CFA, PMP, CPA, university finals.
Upload the same PDF you'd drop into NotebookLM. Tali turns it into quizzes, grades what you write, and keeps bringing back what you got wrong — so you don't just chat with your notes, you learn them.
Ask your PDF anything and get answers grounded in the page. Then let Tali quiz you on it, mark what you write, and resurface what you missed — because chatting with a document isn't the same as knowing it.
