AI Courses · Course 6 of 8
Human + AI: Content Creation & the Human Quality Bar
Create images, video, and presentations with AI — then hold every output to a human quality bar before it ships.
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Course Overview Video
The Scenario
A community flyer made with AI shows a person with six fingers and misspelled headline text. Learners set a quality bar, fix the flyer, and lock in brand consistency.
Learning Objectives
- Write visual prompts: subject, style, lighting, mood
- Iterate: generate, critique, refine
- Critique AI content against a human quality checklist
- Keep brand consistency across AI-made assets
- Handle ownership and ethics of AI-generated media
Module Sequence
- What AI can create
- Prompting for images
- Iterating: generate, critique, refine
- The human quality bar
- Brand consistency
- Ownership and ethics
Assessment
Produce a flyer or social graphic with AI; submit it with a signed quality-checklist.
The Human + AI Framework
The human sets the bar. AI produces; the human approves or rejects — nothing ships on AI’s authority.
Direct it. Check it. Question it. Decide.
National Standards Alignment
| Framework | Alignment |
|---|---|
| Career Cluster | Arts, Audio/Video Technology & Communications (National Career Clusters Framework, Advance CTE) |
| Career Ready Practices | CRP-6 Demonstrate creativity and innovation within a human quality bar; CRP-9 Model integrity and ethical leadership in published content; CRP-4 Communicate clearly and effectively and with reason |
| AI4K12 Big Ideas | Natural Interaction — AI-generated media audiences experience as human-made; Societal Impact — quality, truthfulness, and consent in AI-assisted content |
National framework names verified September 25, 2026 against the Advance CTE National Career Clusters Framework, the Common Career Technical Core Career Ready Practices, and the AI4K12 Five Big Ideas (AAAI/CSTA). No codes were invented.