Welcome to MHLE
The Multi-Headed Learning Engine is an AI-powered learning platform designed for Masters and Doctoral scholars. It analyzes your notes from multiple perspectives to help you develop deeper understanding of complex topics.
1 Getting Started
Your Learning Journey
First-Time Setup Checklist
- Create your account (email + password)
- Create your first course
- Add your first note
- Review the AI analysis
- Explore the Usage Dashboard
2 Creating an Account
Step-by-Step Registration
- 1 Click "Get Started Free" or "Sign In" button in the top-right corner
- 2 Select the "Create Account" tab
- 3 Enter your Full Name, Email Address, and Password
- 4 Click "Create Account" button
- 5 You're now logged in and ready to start!
3 Understanding the Dashboard
Main Navigation Tabs
| Tab | Purpose | Pro Feature? |
|---|---|---|
| Notes | Add and analyze your notes | Free |
| Simulations | Practice with wicked problems | Advanced: Pro |
| Knowledge Graph | Visualize note connections | Pro |
4 Creating Courses
Why Create Courses?
- Organize notes by subject
- Get targeted study recommendations
- Track progress through syllabi
- Generate relevant simulations
How to Create a Course
- 1 Click "New Course" button in the header
- 2 Enter Course Title (e.g., "Advanced Microeconomics")
- 3 Paste your Syllabus Text (optional but recommended)
- 4 Add Learning Outcomes (comma-separated)
- 5 Click "Create Course"
5 Adding Notes
Authority Levels Explained
Your own notes, opinions, or interpretations
Direct quotes from professors or textbooks
Information from external sources
File Upload Options
| File Type | Formats | What Happens |
|---|---|---|
| Text is extracted automatically | ||
| Audio | .mp3, .wav, .ogg, .m4a, .webm | Transcribed with speaker detection |
| Image | .png, .jpg, .jpeg, .gif, .webp | Analyzed for text and diagrams |
6 Understanding AI Analysis
The Four Analysis Lenses
"What are the cost-benefit tradeoffs?"
"Who benefits? Who might be harmed?"
"How would this actually work?"
"What evidence supports this claim?"
Epistemology Tags
7 Semantic Search
What is Semantic Search?
Unlike keyword search, semantic search finds notes by meaning, not just matching words. Searching for "financial risk" will also find notes about "investment uncertainty" or "market volatility".
- 1 Locate the search bar in the Synthesis Panel
- 2 Type your query using natural language
- 3 Click "Semantic Search"
- 4 Review results ranked by relevance
8 Fact Verification
The Verify Claim feature checks factual claims against the internet using AI-powered research.
- 1 Click "Verify Claim" button
- 2 Enter the claim (e.g., "Einstein published relativity in 1905")
- 3 Click "Verify"
- 4 Review results with verification status and sources
Usage Limits
| Plan | Monthly Verifications |
|---|---|
| Free | 10 |
| Pro | 200 |
| Enterprise | Unlimited |
9 Wicked Problem Simulations
What are Wicked Problems?
"Wicked problems" are complex scenarios with no clear solution - they help develop critical thinking skills through realistic, multi-faceted challenges.
- 1 Click the "Simulations" tab
- 2 Select a course (optional) for context
- 3 Click "Generate Wicked Problem"
- 4 Read the scenario carefully
- 5 Write your solution in the textarea
- 6 Click "Submit for Review"
- 7 Receive "Reviewer 2" critique and feedback
10 Knowledge Graph
Pro Feature
The Knowledge Graph is available on Pro and Enterprise plans.
Relationship Types
11 Gap Hunter & Study Recommendations
Gap Hunter analyzes your notes against the course syllabus to identify areas that need more study.
- 1 Select a course from the dropdown
- 2 Click "Gap Hunter" button
- 3 Review Coverage Gaps tab for analysis
- 4 Switch to Study Recommendations tab for guidance
12 Weekly Pulse
Weekly Pulse automatically verifies factual claims in your notes on a regular basis, ensuring your knowledge base remains accurate.
- 1 Click "Weekly Pulse" in the header
- 2 Review verification status of recent claims
- 3 Click "Run Pulse Now" for manual verification
13 Usage Dashboard & Plans
Plan Comparison
| Feature | Free | Pro ($19/mo) | Enterprise ($49/mo) |
|---|---|---|---|
| AI Analyses | 20/month | 500/month | Unlimited |
| Fact Verifications | 10/month | 200/month | Unlimited |
| Courses | 2 | 20 | Unlimited |
| Notes per Course | 50 | 500 | Unlimited |
| Knowledge Graph | No | Yes | Yes |
| Priority Support | No | No | Yes |
14 Troubleshooting
"I can't see my notes"
- Check that you're logged in
- Check the course filter - select "All Courses"
- Refresh the page
"I've exceeded my usage limit"
- Wait until next month for reset
- Upgrade to Pro or Enterprise for higher limits
"File upload failed"
- Check file size (max 75MB)
- Ensure file format is supported
- Try a different file
Last Updated: December 2025 | Version 1.0
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