Build a learning application that organizes knowledge around what a person can actually recall and apply, rather than how much material they have consumed.
Allow users to import notes, textbook excerpts, course outlines, and personal summaries. Convert the material into questions, explanation exercises, worked examples, and practical application challenges linked to their original sources.
Track attempted answers, confidence ratings, recurring mistakes, response times, and the age of each learned concept. Use this evidence to schedule future reviews and prioritize concepts that are important but poorly understood.
Distinguish memorization questions from questions requiring reasoning or transfer to a new context. When generating an answer key, ground it in the supplied learning material and flag uncertain interpretations.
Provide a daily review queue, concept relationship map, progress history, and exam-mode practice. Allow users to edit every generated question and export their knowledge cards. Avoid claiming that a short quiz definitively measures mastery.
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