Autonomous Mastery Paths for Any Subject
No static courses. No outdated paywalls. Tell LearnStratum what you want to master and your weekly time budget — our AI synthesizes a personalized syllabus, harvests verified video lectures and technical documentation, and locks knowledge in with SM-2 spaced repetition.
1,000
Free Credits on Signup
0%
Hallucination (Source Verified)
SM-2
Active Recall Algorithm
100%
Custom Paced to Your Schedule
How LearnStratum Guides You to Mastery
From raw curiosity to verified certificate in five progressive stages.
Define Goal & Pacing
Enter any topic (e.g. Next.js 15, Quantum Computing) and choose your skill level and weekly hours budget.
Syllabus Synthesis
Google Gemini architects a modular roadmap. Rearrange, customize, or add custom lessons in the interactive editor.
Grounded Classroom
Study ad-free with verified YouTube lectures and side-by-side technical documentation curated by Jina Reader.
Active Recall (SM-2)
Test comprehension with auto-generated quizzes and review 3D flip flashcards scheduled to prevent the forgetting curve.
Certify & Share
Earn XP, unlock achievement badges, and receive a cryptographically verifiable completion certificate with public verification.
Everything You Need to Master Complex Skills
Designed to bridge the gap between unstructured web content and rigorous university pedagogy.
AI Curriculum Generator
Maps complex subjects into progressive modules. Each lesson is broken down with explicit learning objectives and targeted search queries so you know exactly what to learn and why.
Grounded Video Lectures
Zero hallucinations. The system queries the YouTube Data API to harvest top-rated conference talks and video tutorials, embedding them in a distraction-free, ad-free environment.
Documentation & Deep Dive
Harnesses Tavily AI Search and Jina Reader to extract clean, readable Markdown from official documentation sites, RFCs, and engineering blogs directly into your lesson reader.
Embedded Streaming AI Tutor
Never get stuck. Ask questions to your contextual AI tutor directly inside any lesson. Request real-world analogies, code explanations, or instant Socratic quizzes in real time.
SM-2 Spaced Repetition Engine
Anki-style active recall. Interactive 3D flip flashcards automatically schedule reviews based on the SuperMemo-2 cognitive algorithm right before memory decay occurs.
Verifiable Certificates
Upon 100% course completion, earn a tamper-proof digital certificate. Each credential contains a unique verification hash verifiable at public URLs like /verify/[hash].
Gamified Progress That Keeps You Consistent
Never break the chain. Earn Stratum XP for completing lessons, passing quizzes, and doing flashcard reviews. Level up from Novice (Level 1) to Obsidian Master (Level 5) and unlock unique achievement badges.
Daily Study Heatmap
Track 14-day study streaks
Mastery Badges
Bronze, Silver, Gold, Obsidian
Collaborative Learning & Course Forking
Publish your favorite roadmaps to the public explore feed with a custom slug. Other students can fork your syllabus into their private dashboard with a single click and adapt it to their own pace.
1-Click Forking
Clone any course with resources
Semantic Search
Find topics with pgvector AI search
Why LearnStratum Outperforms Traditional Online Learning
Compare the passive video playlist approach with active cognitive synthesis.
| Feature | Traditional Platforms | LearnStratum |
|---|---|---|
| Curriculum Pacing | Fixed, generic syllabus | Tailored to your exact weekly time budget & skill level |
| Content Freshness | Often recorded years ago | JIT harvested latest documentation & verified videos |
| Retention Strategy | Passive video watching | Active recall with automated SuperMemo-2 (SM-2) flashcards |
| In-Lesson Support | Unanswered forum comments | Streaming AI Tutor with analogies, code explanations & quizzes |
| Proof of Completion | Unverifiable PDFs | Cryptographic hash certificates verifiable at public URLs |
Popular Topics to Generate Right Now
Jumpstart your learning journey with pre-calibrated pathways.
Ready to Master Your Next Skill?
Sign up today and get 1,000 free AI credits added to your account instantly. Generate complete roadmaps, harvest lectures, and build lifelong mastery.