ai-summary-and-content-generation

name	ai-summary-and-content-generation
description	Use when AI generates supplementary materials. AI summaries + supporting content scale course offerings.

AI Summary and Content Generation

AI generates: summaries, quizzes, FAQs, additional examples. Augments course content without replacing core teaching.

AI-generated content types

1. Lesson summaries — TLDR of each lesson
2. Practice questions — variations on quiz
3. Worked examples — additional cases
4. FAQ documents — common questions
5. Cheat sheets — quick reference
6. Glossary — term definitions
7. Translation — multi-language
8. Personalized recommendations — what to study next

Quality control

1. Instructor review — verify accuracy
2. Student feedback — flag wrong content
3. Refresh regularly — update as course evolves
4. Source attribution — what content was used
5. Transparency — labeled as AI-generated
6. Editing for voice — match brand voice

Avoid AI replacing core teaching

AI should NOT:

1. Replace original lesson content
2. Generate full courses (no expertise)
3. Create assessments without human review
4. Replace instructor decisions

AI SHOULD: scale supplementary content production.

Where this fits in the X3 empire

AI content generation for CardPrepAI Academy scaling.