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Teaching with AI

This guide provides tips for understanding AI and using it in your teaching. From the team behind the Center for Teaching and Learning guide

AI Prompt Essentials

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Introduction

As artificial intelligence (AI) increasingly permeates the educational landscape, it brings with it a host of opportunities and challenges. While AI offers powerful tools to enhance learning and streamline administrative tasks, it also introduces new ethical considerations and potential risks that educators must carefully navigate. This section is crucial for helping faculty understand and address these challenges, ensuring that AI is integrated into education responsibly and effectively.

What's a Prompt?

How do I communicate with AI?

A prompt is what you provide to an AI system (like ChatGPT, Claude a.i., or Gemini) to tell it what you need. Think of it as a set of instructions or a question that guides the AI in creating a specific response.

A strong prompt helps the AI understand your expectations and should be:

  • Clear and Specific: Make sure it’s easy to understand exactly what you’re asking for.
  • Contextual: Include enough background information or examples to keep the response relevant.
  • Focused: Let the AI know your goal, whether it’s to generate a question, draft content, or brainstorm ideas.

Prompt Categories

Learn How to Use ChatGPT

Learn How to Use ChatGPT

(Signup for Code Academy’s free AI training)

Learn what ChatGPT is, how it was created and trained, and its potential applications across various industries. Select: Learn How to Use ChatGPT (free, be sure to read and use the various hints for the exercises).

Code Academy Lesson Example

Lessons

  1. Introduction to ChatGPT
  2. How ChatGPT Works
  3. Using ChatGPT
    1. Risks and Limitations of ChatGPT
    2. Prompt Engineering with Generative AI
    3. ChatGPT Project: Effective Prompt Engineering

Smart Assessment Design

Effective Prompt Engineering:

  • Specificity: Provide specific context, instructions, and desired output format. The more detail you provide, the better the results.
  • Constraints: Set limits on the length, style, or content of the AI's response (e.g., "Write a 200-word summary," "Use a formal tone," "Focus on the economic impact").
  • Iterative Refinement: Refine your prompts based on the AI's output. If the first response isn't satisfactory, try rephrasing or adding more detail.
  • Using Keywords and Phrases: Use specific keywords and phrases relevant to the subject matter to guide the AI's response.

Create an Assessment - fast and easy with AI!

Remember: You are the expert. Always review and confirm the accuracy of any AI generated content.

 

1. Define the Learning Objective:

  • Be Specific: Clearly identify the specific knowledge, skill, or concept you want to assess. Avoid vague objectives. Instead of "understanding cell biology," aim for "identifying the functions of different cell organelles."
  • Use Action Verbs: Use measurable action verbs to describe what students should be able to do (e.g., identify, explain, compare, analyze, apply, evaluate).

2. Choose the Question Type:

  • Multiple Choice: Suitable for assessing factual recall, comprehension, and application of concepts.
  • True/False: Useful for quick checks of basic knowledge but prone to guessing. Use sparingly.
  • Short Answer: Requires students to provide a concise written response, assessing deeper understanding and critical thinking.
  • Essay: Allows for more in-depth exploration of a topic and evaluation of higher-order thinking skills.
  • Matching: Tests the ability to associate related concepts or terms.
  • Fill-in-the-Blank: Assesses recall of specific terms or facts.

3. Craft the Prompt:

  • Provide Context: Clearly state the topic or subject area for the questions.
  • Specify the Question Type: Explicitly tell the AI what type of questions to generate (e.g., "Generate 5 multiple-choice questions about...").
  • Set the Difficulty Level: Indicate the desired level of difficulty (e.g., "at an introductory level," "for undergraduate students," "requiring critical thinking").
  • Include Specific Instructions: Provide detailed instructions on the format, length, and content of the questions.
  • Use Keywords: Use relevant keywords and phrases related to the learning objective.
  • Give Examples (Optional but Highly Recommended): Providing examples of the desired question format and content can significantly improve the quality of the AI's output.

4. Iterate and Refine:

  • Review the Generated Questions: Carefully review the questions generated by the AI for accuracy, clarity, and relevance to the learning objective.
  • Refine the Prompt: If the questions are not satisfactory, revise the prompt by adding more detail, clarifying instructions, or providing better examples.
  • Repeat: Repeat the process of generating and reviewing questions until you are satisfied with the results.

 

Level Up Your Prompts

Organize Your Prompts

How Can I Keep Track My AI Conversations?

Prompting Tips

  • Save your chat history with descriptive titles (e.g., "Effective_lesson_Prompts_fall24") for easy reference and future use, especially after receiving valuable feedback.
  • Start with simple, clear requests (e.g., "Explain [topic] at a first-year college level" or "Give me 3 main topics to cover in an intro psychology unit on memory"). Avoid overly broad requests like "Create a comprehensive unit."
  • Save successful prompts (e.g., "Write 5 discussion questions about [INSERT READING] that encourage critical thinking") as templates for repeated use.

Create Better Images

Image AI Prompts:

  • Enhance basic image ideas by asking the text AI to add specific details about style, lighting, perspective, and mood (e.g., instead of "kids playing," ask for "Elementary school children playing hopscotch on a sun-dappled playground, vibrant chalk drawings, candid style, warm afternoon lighting").
  • Generate multiple variations of your image prompt to explore different artistic approaches (e.g., ask for the same scene in "Watercolor illustration style," "Photography style," and "Digital art style").

Prompts: Poor, Good, and Even Better

Learn by Example

Example 1: Multiple Choice (Cell Biology)

  • Poor Prompt: "Generate questions about cells."

  • Good Prompt: "Generate 5 multiple-choice questions at an introductory college level about the functions of the following cell organelles: mitochondria, ribosomes, endoplasmic reticulum, Golgi apparatus. Each question should have four options (A, B, C, D) with one correct answer clearly indicated. Provide the correct answer after each question."

  • Even Better Prompt (with example): "Generate 5 multiple-choice questions at an introductory college level about the functions of the following cell organelles: mitochondria, ribosomes, endoplasmic reticulum, Golgi apparatus. Each question should have four options (A, B, C, D) with one correct answer clearly indicated. Provide the correct answer after each question.

    • Example: Which organelle is responsible for producing energy through cellular respiration?
      • A) Ribosomes
      • B) Mitochondria
      • C) Endoplasmic Reticulum
      • D) Golgi Apparatus
      • Answer: B"

Example 2: Short Answer (Nursing - Patient Assessment)

  • Poor Prompt: "Generate questions about patient assessment."
  • Good Prompt: "Generate 3 short-answer questions for nursing students about assessing a patient with chest pain. Questions should focus on gathering relevant patient history and performing a focused physical exam. Each answer should be concise (around 50-75 words)."
  • Even Better Prompt (with constraints): "Generate 3 short-answer questions for second-year nursing students about assessing a patient presenting with acute chest pain. Questions should focus on gathering relevant patient history, including characteristics of the pain (onset, location, duration, character, aggravating/alleviating factors), and performing a focused physical exam, including vital signs, cardiac and respiratory assessment. Each answer should be concise (around 50-75 words)."
    • Examples:
      • What key characteristics of chest pain should be assessed when taking a patient’s history? (Remember/Understand)
      • What focused physical exam findings would indicate a potential cardiac cause of acute chest pain? (Apply)
      • How would you synthesize a patient’s history and assessment findings to develop an initial plan of care for acute chest pain? (Analyze/Evaluate)

Example 3: Applying a concept (Physical Therapy)

  • Poor Prompt: "Generate questions about range of motion."

  • Good Prompt: "Generate 3 short answer questions for physical therapy students that require application of knowledge about range of motion (ROM) assessment. Provide clinical scenarios where the student needs to determine which ROM measurements should be prioritized and justify their choices."

  • Even Better Prompt (with Example): "Generate 3 short answer questions for physical therapy students that require application of knowledge about range of motion (ROM) assessment. Provide clinical scenarios where the student needs to determine which ROM measurements should be prioritized and justify their choices.

    • Example: A patient presents with right shoulder pain following a fall. They report difficulty reaching overhead and behind their back. Which ROM measurements would you prioritize during your initial assessment and why?"

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Handy Prompts You Can Use

Up your presentation game! 

Use the following prompts to develop slide that are clear and engaging. Let AI brainstorm for you. Want fewer words or more options, customize the prompt as needed.

Prompt for Engaging Slide Titles

Please generate 5 engaging, professional title alternatives for each slide topic provided. Your titles should meet the following criteria:

Target Level: Appropriate for college/adult education

  • Avoid clichés and overused phrases
  • Use active voice when possible
  • Incorporate relevant wordplay or rhetorical devices where appropriate
  • Keep titles concise (under 8 words)
  • Be distinct and range from straightforward to creative, while maintaining professionalism

Optional Elements: Include a subtitle if needed for clarity

[UPLOAD SLIDE TOPICS OR KEY POINTS WITH PROMPT]

Prompt for Developing a Student Presentation Slide Deck

Details

Topic: [Enter Topic Here]

Target Audience: [Specify Grade Level/Student Background]

Learning Objectives: [List 2-3 key learning objectives students should achieve after the presentation]

Presentation Length: [Estimated time for presentation]

Overall Tone/Style: [e.g., Formal, Informal, Engaging, Humorous, Serious, Inspirational, etc.]

Number of Slides: Aim for a maximum of [Insert Number - generally 5-10 for shorter presentations, 10-15 for medium length, and rarely more than 20 for even longer ones unless it's a very complex topic]. Prioritize quality over quantity. Focus on delivering key information effectively rather than cramming too much content into the presentation.

Instructions:

Develop a slide deck presentation on the specified topic, keeping the target audience, learning objectives, and slide count in mind. Each slide should be thoughtfully crafted to enhance understanding and engagement. Please provide the following for each slide:

Slide Title: A concise and compelling title that captures the essence of the slide's content. Aim for titles that are interesting and memorable.

Content/Bullet Points: Key information presented in a clear, concise, and easy-to-digest format. Use bullet points, short phrases, and visuals to avoid overwhelming the audience with text. Consider using different levels of bullet points (main points and sub-points) for clarity. Prioritize information and avoid clutter.

Presenter Notes: Detailed notes for you, the presenter. These should include talking points, explanations, examples, anecdotes, or additional information that you will share verbally with the students but is not displayed on the slide. These notes should help you deliver a smooth and engaging presentation.

Suggested Graphic/Visual: Describe or suggest an appropriate visual to accompany the slide content. This could be an image, chart, graph, diagram, icon, or video. Explain why you chose this particular visual and how it supports the slide's message. If possible, provide a link to the image or describe a search term to find a suitable image.

Suggested Learner Activity/Reflection Question: Propose a brief activity or reflection question that students can engage in related to the slide's content. This could be a quick poll, a think-pair-share activity, a short written reflection, a problem to solve, or a discussion prompt. Explain how this activity reinforces learning or encourages critical thinking.

(Optional) Key Vocabulary/Terms: List any important vocabulary or terms introduced on the slide that might be new to students.

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