✏️ Editing Content

Learn how to view, edit, and refine AI-generated content to ensure quality.

Viewing Content

Before editing, always view the content to understand what needs to be changed:

Click [View] Button

Opens a preview modal showing the full content exactly as students would see it.

Check Key Elements

KE: Concept maps, node connections, explanations
SPL: Dialogue flow, hints, agent responses
SATA: Questions, options, correct answers, explanations

Note Issues

Make mental or written notes of what needs to be fixed before clicking Edit.

The Edit Workflow

Workflow

View Content → Click Edit → WYSIWYG Editor Opens → Make Changes → Preview → Save
                                                                                 ↓
                                                                   New version created
                                                                   Original preserved

💾 Non-Destructive Editing Every edit creates a new version. The original AI-generated content is never lost. You can always compare or rollback to previous versions.

What You Can Edit

🔍

Fix Factual Errors

Correct wrong dates, names, formulas, or hallucinated facts.

📊

Adjust Difficulty

Simplify for beginners or add complexity for advanced learners.

💡

Improve Clarity

Rewrite confusing explanations, add examples, improve structure.

🌍

Add Context

Include local examples, cultural references, or class-specific scenarios.

⚖️

Remove Bias

Correct stereotypes, ensure inclusive language, balance perspectives.

📋

Align Standards

Ensure content matches curriculum standards and learning objectives.

WYSIWYG Editor Features

Feature	Description	Use Case
Rich Text	Bold, italic, underline, headings	Emphasize key concepts
Code Blocks	Syntax-highlighted code snippets	Technical content
Math (LaTeX)	Mathematical equations	STEM subjects
Images	Insert and resize images	Visual explanations
Links	Hyperlinks to resources	External references
Lists	Bulleted and numbered lists	Step-by-step instructions

Regenerating Content

If editing isn't enough, you can request new AI generations:

Option A: Generate More Versions

Adds new versions to existing ones (up to max 4)
Uses the same configuration
Provides fresh AI perspective on the topic

Option B: Custom Prompt Regeneration

Provide specific instructions for tailored content:

Example Prompts

"Make it more visual with diagrams"
"Add healthcare industry examples"
"Simplify for ESL learners"
"Include more real-world applications"
"Focus on ethical considerations"

⚠️ Regeneration Costs Each regeneration uses API tokens. Use the edit function for minor fixes and regeneration only when you need a fundamentally different approach.

Content-Specific Editing Tips

🧠 Knowledge Explorer (KE)

Verify all node connections make logical sense
Check that concept progression is scaffolded properly
Ensure exploration paths lead to meaningful learning
Add missing prerequisite concepts if needed

💬 Socratic Playground (SPL)

Ensure dialogue flows naturally
Check hint progression (easy → medium → detailed)
Verify agent responses are conversational, not JSON
Test that questions guide without giving away answers

📝 SATA Assessment

Verify correct answers are actually correct
Check that distractors are plausible but wrong
Ensure no trick questions or ambiguous wording
Confirm difficulty matches the proficiency level

🤖 AI-Assisted Editing

Use built-in AI tools to help improve your content quality:

AI Critic

Get automated feedback on your content before publishing:

Click 🔍 AI Critic in the toolbar
Select a review type (Factual, Pedagogical, Bias, Assessment, Technical, or Comprehensive)
Review the AI's feedback with severity indicators (🔴 Must Fix, 🟡 Should Address, 🟢 Nice to Have)

💬 AI Chat for Understanding Feedback

If the AI Critic feedback is too technical, use the chat feature:

Click "Ask About This Criticism"

Opens a chat window with the AI that understands the context of the criticism.

Ask Questions

Use natural language to ask about anything you don't understand:

"What does this mean?"
"How should I fix this?"
"Can you give me an example?"
"Why is this a problem?"

Get Plain-Language Explanations

The AI explains technical feedback in terms teachers can understand and act on.

💡 Example Chat
AI Critic says: "Distractors lack semantic plausibility; cognitive load on discrimination is insufficient."

You ask: "What does that mean?"

AI explains: "Your wrong answers are too obviously wrong. Students can eliminate them without really understanding the topic. Try making the wrong answers more similar to the right answer, but still incorrect."

Best Practices

✅ Do's

Always view before editing
Make focused, specific changes
Preview after editing
Use AI Critic before manual review
Use quality checklist
Document significant changes

❌ Don'ts

Trust AI content blindly
Make changes without viewing first
Delete all versions
Skip cultural sensitivity review
Ignore AI Critic feedback
Rush through content