Content Cache Editor

Human expertise meets AI efficiency. Review, edit, and verify all AI-generated content before students see it. Complete control over every piece of learning material.

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Overview

The Content Cache Editor is the central hub for teacher content verification. This teacher-facing interface empowers educators to review, edit, and control all AI-generated content before student delivery.

🛡️ Part of the 6-Layer Safeguard System The Content Editor is Layer 3 of UALS's AI content safeguards, ensuring 100% human verification of all generated content before it reaches students.

What You Can Do

👁️

View All Versions

See all 4 AI-generated versions side-by-side. Compare approaches, check for accuracy, and choose the best version for your students.

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✏️

Edit Inline

Fix errors, improve clarity, add context, or adjust difficulty levels directly in the editor. Full WYSIWYG editing with rich text support.

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⭐

Set Active Version

Choose which version students see. Switch versions anytime without regenerating content. A/B test different pedagogical approaches.

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🔄

Regenerate Content

Not satisfied with any version? Request new AI generations with custom prompts or specific instructions for better results.

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📊

Track Performance

See how students perform with each version. Use analytics data to make informed decisions about which content works best.

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🗑️

Delete Versions

Remove inappropriate, outdated, or incorrect versions. Keep your content cache clean and relevant.

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Content Types You Can Edit

The Content Editor supports all three learning systems:

🧠 KE - Knowledge Explorer

Concept maps with nodes and relationships. Interactive exploration paths and scaffolded learning progressions for deep understanding.

Concept Maps Exploration

💬 SPL - Socratic Playground

Conversational dialogue flows with 5 agent types. Question-answer sequences and hint progression systems for guided learning.

Dialogues Hints

📝 SATA - Assessment

Multiple choice and select-all-that-apply questions. Scenario-based problems with adaptive difficulty for competency assessment.

Questions Scenarios

Quick Start Guide

Get started with the Content Editor in 4 easy steps:

Access the Editor

From your Teacher Dashboard, click on a class card and navigate to the "Customize" tab. Click "✏️ Edit Cached Content" to open the editor.

Direct URL

/content-editor.html?classId={your-class-id}

Browse Content

The editor organizes content by competency. Expand each competency to see KE, SPL, and SATA modes. Each mode shows available versions.

Review & Edit

Click "View" to preview any version. Click "Edit" to make changes. Check for factual accuracy, clarity, and pedagogical appropriateness.

Set Active

Once you've verified a version, click "Set Active" to make it the version students will see. Only one version can be active per content item.

View Detailed Getting Started Guide →

Interface Overview

The editor uses an accordion-based UI for organized content navigation:

Content Structure

Class: AI in Literacy Competencies
├─ Competency 1: AI Ethics
│   ├─ KE (Knowledge Explorer)
│   │   ├─ Version 1 [View] [Edit] [Set Active]
│   │   ├─ Version 2 [View] [Edit] [Set Active] ⭐ ACTIVE
│   │   ├─ Version 3 [View] [Edit] [Set Active]
│   │   └─ Version 4 [View] [Edit] [Set Active]
│   ├─ SPL (Socratic Playground)
│   │   └─ Version 1 [View] [Edit] [Set Active] ⭐ ACTIVE
│   └─ SATA (Assessment)
│       ├─ Version 1 [View] [Edit] [Set Active]
│       └─ Version 2 [View] [Edit] [Set Active] ⭐ ACTIVE
├─ Competency 2: Bias Detection
│   └─ ...
└─ ...

AI Content Advisory System

The editor includes rotating advisory messages to remind teachers to fact-check:

🎬 Sample Advisory Messages

"The AI Content Director's Cut - Where AI rough drafts become classroom-ready masterpieces"
"AI Content Emergency Room - Treating hallucinations, fixing facts, saving credibility"
"The AI Content Microscope - Examining AI claims one citation at a time"
"AI Content Traffic Control - Red means STOP, check that fact before it spreads!"
"The AI Content Courtroom - All facts are guilty until proven accurate"

These messages auto-rotate every 8 seconds, pause on hover for readability, and include manual navigation with indicator dots.

Important Considerations

🔒 Access Control Only the class creator (owner) can access the Content Editor for their class. Content Experts invited to collaborate also have edit access.

⚠️ Don't Trust AI Blindly AI can hallucinate facts, dates, formulas, and concepts. Always verify:

Factual accuracy (dates, names, formulas)
Pedagogical appropriateness for your students
Cultural sensitivity and bias
Age-appropriate content

💾 Automatic Versioning Every edit creates a new version. The original AI-generated content is preserved. You can always rollback to previous versions if needed.

Next Steps

Choose a topic to learn more:

🚀 Getting Started

Complete setup guide with detailed access instructions, interface orientation, and first-time user tips.

✏️ Editing Content

Learn how to view, edit, and refine content. Includes WYSIWYG editor features, regeneration options, and best practices.

🔄 Version Control

Understand the 4-version system, how to set active versions, compare versions, rollback changes, and A/B test approaches.

✅ Quality Review Checklist

Systematic review process with checklists for factual accuracy, pedagogy, cultural sensitivity, and accessibility.

📋 Teacher Workflows

Step-by-step workflows for first-time review, ongoing maintenance, version testing, and analytics-driven improvement.

🔌 API Reference

Technical documentation for developers: endpoints, request formats, response structures, and authentication.

Ready to Review Content?

Ensure your students receive verified, high-quality AI-generated content.

Open Content Editor View All Safeguards