lrnos
AI learning operating system for adaptive study paths and personalized quizzes.
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lrnos is an AI-powered learning operating system designed to transform user-uploaded study materialsâsuch as PDFs, slides, Word documents, spreadsheets, images, audio, video, web articles, and YouTube linksâinto organized, adaptive study paths. It automatically reads and maps out every concept in logical order, then provides a daily learning plan with spaced practice, customized quizzes, and star-based mastery tracking to help users retain information and efficiently prepare for exams.
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- Multi-format uploads supporting PDFs, slides, Word docs, spreadsheets, images, audio, video, web articles, and YouTube links
- Automated conceptual mapping that structures materials in sequential order
- Personalized, notes-driven quizzes including cloze, Q&A, and multiple-choice questions
- Adaptive daily study plans featuring integrated spaced practice
- Star-based mastery tracking along with progress and streak metrics
- Reconciliation feature that preserves and adjusts study paths when materials are edited
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Users drop in files or links (like PDFs, audio, or YouTube URLs). The platform reads every page, maps out the entire topic concept by concept, and generates a structured daily study plan featuring custom quizzes and spaced reviews for the user to follow.
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- Converting dense biology textbook PDFs and lecture slides into streamlined daily lesson paths
- Generating custom multiple-choice quizzes directly from personal calculus notes to study for finals
- Importing an educational YouTube video or audio lecture to review concepts via automated Q&A cards
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