Generative AI

Learn how to create content with AI — including text, art, music, and synthetic media using models like GPT and Stable Diffusion.

40 Problems Available
Add Specificity
Beginner

Make this more specific: 'Write a story'

30 points Solve
AI Bias Explanation
Beginner

Explain what AI bias means in one sentence.

30 points Solve
Bias Detection
Beginner

What's one way to check for bias in AI outputs?

30 points Solve
Business Application
Beginner

Write a prompt to generate marketing copy for a bakery.

30 points Solve
Business Email
Beginner

Create a prompt to draft a professional email.

30 points Solve
Code Generation
Beginner

Write a prompt to generate Python code.

30 points Solve
Common Generative AI Models
Beginner

Name three popular generative AI models.

20 points Solve
Content Creation Example
Beginner

Write a prompt to generate blog post ideas about renewable energy.

30 points Solve
Copyright Concern
Beginner

Name one copyright concern with generative AI.

30 points Solve
Creative Constraint
Beginner

Add constraints to: 'Write a story'

30 points Solve
Creative Constraints
Beginner

Add creative constraints to: 'Write a poem'

30 points Solve
Creative vs Technical Prompts
Beginner

Classify this prompt: 'Explain how photosynthesis works'

20 points Solve
Creative Writing Prompt
Beginner

Create a prompt for a short sci-fi story.

30 points Solve
Data Analysis Prompt
Beginner

Write a prompt to analyze sales data.

30 points Solve
Diffusion Models
Beginner

What do diffusion models start with when generating images?

20 points Solve
Education Prompt
Beginner

Create a prompt to generate a quiz question about photosynthesis.

30 points Solve
Ethical Prompt Example
Beginner

Write an ethical prompt for medical information.

30 points Solve
Fact-Checking Importance
Beginner

Why should you fact-check AI-generated content?

30 points Solve
Format Specification
Beginner

Add format requirements to this prompt: 'List AI applications'

30 points Solve
Hallucination Check
Beginner

Why should you verify facts in AI-generated content?

30 points Solve
How LLMs Work
Beginner

Complete this sentence: 'Large Language Models predict...'

20 points Solve
Human Evaluation
Beginner

Why is human evaluation important for generative AI?

30 points Solve
Identify Unethical Use
Beginner

What's unethical about this prompt: 'Write a fake news article'?

30 points Solve
Image Generation Prompt
Beginner

Write a basic prompt to generate an image of a cat.

20 points Solve
Improve This Prompt
Beginner

Improve this vague prompt: 'Write about science'

30 points Solve
Iterative Refinement
Beginner

Improve this vague prompt: 'Make a logo'

30 points Solve
Learning Assistant Prompt
Beginner

Create a prompt to explain a concept to a 5th grader.

30 points Solve
Multi-Modal Prompt
Beginner

Create a prompt that combines image and text generation

30 points Solve
Multilingual Prompt
Beginner

Create a prompt for translation with context.

30 points Solve
Negative Prompting
Beginner

Add negative guidance to this image prompt: 'A beautiful landscape'

30 points Solve
Quality Metrics
Beginner

Name one metric for evaluating text generation quality.

30 points Solve
Role Specification
Beginner

Add role specification to this prompt: 'Explain blockchain'

30 points Solve
Safety Check
Beginner

What should you check before deploying AI-generated content?

30 points Solve
Style Specification
Beginner

Add style to this prompt: 'A portrait of a dog'

30 points Solve
Technical Detail
Beginner

Add technical specs to: 'Generate a website design'

30 points Solve
Temperature Parameter
Beginner

What does increasing the temperature parameter do in text generation?

20 points Solve
Text Generation Example
Beginner

Complete this sentence: 'Generative AI can help writers by...'

20 points Solve
Tokenization
Beginner

What is tokenization in NLP?

20 points Solve
What is Generative AI?
Beginner

Write a one-sentence definition of generative AI.

20 points Solve
Zero-Shot Learning
Beginner

What is zero-shot learning?

20 points Solve