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Innovation and Imagination · Lesson 3
AI Art Critique
Students apply the four-step art critique — Describe, Analyze, Interpret, Evaluate — to human-made and AI-generated images, and wrestle with questions of authorship, intent, and originality.
45 minutes 
Open lesson slides
Students learn and apply the four-step art critique process — Describe, Analyze, Interpret, and Evaluate — to human-made artwork and AI-generated images. They begin by considering whether an AI program can be considered an artist, then use Girl with a Pearl Earring to explore how art critics observe visual features, analyze composition, interpret possible meaning, and form evidence-based opinions. Students work with a partner to critique and compare human-made and AI-generated images. As they compare the two, they learn that AI generates images by recognizing and recombining patterns associated with images and text rather than imagining or making intentional artistic decisions the way a human does — and consider how this changes questions about artistic intent, authorship, originality, prompt writing, and evaluation.
Learning targets
- Explain the purpose and four steps of an art critique.
- Apply Describe, Analyze, Interpret, and Evaluate to human-made and AI-generated images.
- Compare how artistic choices and meaning can be considered differently in human-made and AI-generated images.
- Explain at a basic level how patterns, AI training, and prompts contribute to AI image generation.
- Discuss how authorship, artistic intent, originality, and prompt writing influence the critique of AI-generated images.
Standards at a glance
Full Expedition standards, by grade and lesson
- Grade 6
- 6.RE.1.2, 6.CN.2.2, 6.CR.2.1
- Grade 7
- 7.RE.1.2, 7.CN.2.2, 7.CR.2.1
- Grade 8
- 8.RE.1.2, 8.CN.2.2, 8.CR.2.1
Steps in the lesson
-
Warm up
5 minutes · Slides 2–4
- Invite students to consider: Can an AI program be considered an artist? Give students time to independently record their thinking before discussing why AI could or could not be considered an artist with a partner. Briefly gather perspectives from the class.
- Introduce the lesson goals and explain that students will use the art critique process to compare human-made art and AI-generated images.
-
Whole class instruction
15 minutes · Slides 5–11
- Introduce art critique as a structured way of observing, discussing, and evaluating artwork rather than criticizing it.
- Introduce the four stages of the critique process: Describe — what do you observe? Analyze — how did the artist organize the artwork? Interpret — what might the artwork mean? Evaluate — what is your opinion and why?
- Use Johannes Vermeer's Girl with a Pearl Earring to model the process. Draw attention to observable features first, then elements such as line, shape, color, space, pattern, repetition, movement, and contrast before considering possible meaning and evaluation.
- Reinforce the difference between observation and interpretation and encourage students to support ideas about artwork with visual evidence.
-
Activity: critique an AI image
20 minutes · Slides 13
- Explain that AI image-generation programs do not imagine or make meaning in the same way humans do. Students practice applying the critique process to an AI-generated image using the AI Art Critique Partner Work handout, starting from the worked example for Vermeer's painting. Because this piece wasn't made by a person, there are additional features to look for.
- Describe: look for visual features, glitches, or unusual elements and identify the tool involved.
- Analyze: consider patterns, blended visual styles, and the relationship between the prompt and generated image.
- Interpret: recognize that an AI system does not necessarily hold the intention or message a human artist might; meaning may come from the prompt writer and/or the viewer.
- Evaluate: beyond the image itself, consider authorship, originality, prompt writing, creativity, and other questions associated with AI-generated work.
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Closing
5 minutes · Slides 14
- Invite students to share one way their critique of an AI-generated image was similar to critiquing human-made art and one way it was different.
- Return briefly to the opening question: Can an AI program be considered an artist? Ask students whether anything they learned about AI image generation or art critique changed, strengthened, or complicated their original response.
Slide-by-slide guide
The lesson deck with its speaker notes — what to say and what to do on each slide, with suggested timing. Slide numbers match the deck in Google Slides.
Expedition 3: Imagination and Innovation
1 min
Say
In this lesson, we will compare human-made artwork with AI-generated images. We are not just deciding whether we like an image. We are learning a process for looking at artwork carefully and explaining our thinking.
Warm Up: Think-Discuss
4 minutes
Say
Here’s our starting question: Can an AI program be considered an artist?” Don’t worry about finding the right answer. First, decide what you think right now and write one or two sentences explaining why. Keep your answer. We’re going to come back to this question after we know more.
Do
Record a few student words on the board, especially ideas such as creativity, choices, intention, tools, originality, human, or computer. ChatGPT Image Prompt 9/8’26: “Create a detailed line art and charcoal depicting a 1950's robotic automaton drawing a butterfly out in nature
Agenda
1 min
Say
Today we’ll start with a question about AI and art. Then we’ll learn a four-step process for critiquing artwork. You’ll practice it first with human-made art and then with an AI-generated image. By the end, I’m going to ask you to come back to our opening question and see whether your thinking has changed.
Do
Ask students to silently predict: “Which part do you think will be harder—critiquing human-made art or AI-generated art?” Take 2–3 quick responses without resolving the question.
Art Critique is a way of thinking and speaking about artwork
2 minutes
Say
When you hear the word critique, you might think it means finding something wrong. Art Critique is not criticism. In art, critique means something different. Art critique is a structured way of thinking and speaking about artwork. We look at what it shows, think about what it might mean, and explain how we respond to it. Use the three images on the slide for rapid responses: Point to The Scream: “What is one thing you can actually SEE?” Point to the center image: “What might be happening or what might this mean?” Point to the reaction image: “How might someone respond or feel?” Those are three different kinds of thinking. Art critique helps us separate them.
Do
Use a protocol to help students practice Notice → Meaning → Reaction
4 Steps for Art Critique
2 minutes
Say
We’ll organize that thinking into four steps. “Describe: What do I see?” “Analyze: How is the artwork put together?” “Interpret: What might it mean?” “Evaluate: What do I think about it, and why?” The important thing is that we don’t jump immediately to ‘I like it’ or ‘I don’t like it.’ We slow our thinking down.” DO
What is an Art Critic?
2 min
Say
An art critic studies artwork, notices details, analyzes choices, and shares opinions supported by evidence. Today, you get to practice thinking like an art critic. Remember, critique is not the same thing as criticism. It is a structured way to understand and discuss artwork.
Do
Have the students respond to the question, “Which sounds more like a critique?”
Art Critique Step 1: DESCRIBE
3 minutes
Say
We’ll practice all four steps using Johannes Vermeer’s Girl with a Pearl Earring. For Describe, imagine you are a camera. Tell us only what you can actually see. No opinions yet. DO — Silent Look → Popcorn Observations Give students 10 seconds of silent looking before anyone speaks. Invite rapid observations: I see… I notice… Push students toward subject, colors, background, clothing, light, and visible technique. If a student gives an interpretation—“She looks sad”—respond: That might be a great interpretation. Can we first turn it into something we can observe? What do you see that makes you think that?”
Art Critique Step 1: ANALYZE
3 minutes
Say
Now we move from what is there to how the artwork is put together. Artists make choices about things like line, shape, color, space, pattern, repetition, movement, and contrast. Ask partners to choose one feature they notice and explain its effect using the prompt to comment on the composition: Color Contrast Space Line or shape After about 45 seconds, invite 2–3 responses. Close with: “This is analysis because you’re connecting an artistic choice to what it does in the composition.”
Art Critique Step 1: INTERPRET
2 minutes
Say
Now we can ask what the artwork might mean. We might think about a message, a feeling, a story, or an idea. Different viewers can have different interpretations. But interpretation isn’t just guessing. We connect our interpretation back to something we observed. Ask students to complete orally with a partner: “I think the artwork might communicate ___ because I notice ___.” Take 1–2 examples
Art Critique Step 1: EVALUATE
Say
Finally, we Evaluate. This is where you form an opinion about the artwork. But an evaluation is stronger than simply saying, ‘I like it.’ We use evidence from what we described, analyzed, and interpreted. On a scale of 0–5, how effective do you think this artwork is at creating a strong mood? Students show fingers simultaneously. Turn to someone near you whose number is different from yours. What evidence led you to your rating? Close with: We just used the four steps with a human-made artwork. Now comes the interesting question: Does this process work the same way when the image was generated by AI?”
Notes
Time 3 mino
Activity
1 min
Say
Now you and a partner are going to create your own geometric artwork.
Do
Teacher-facing activity divider. Pair students and prepare construction paper, decorative paper, cardstock, scissors, glue, Inspiration Artwork, and one Co-Create handout per pair.
Activity
20 minutes
Say
In pairs you will complete an art critique of an AI generated image shown on the right. We have sample text and prompts already created for you. Because an LLM isn’t a person sometimes we might look for different features or use different language, like glitchy.
Pausing at our Starting Spot
Notes
Time 3 min SAY Think back to where we started: Can an AI program be considered an artist? Before you answer again, think about what happened during the critique. Some questions worked almost exactly the same for both kinds of images. Others became harder. Students can turn-and-talk first, followed by 2–3 whole-class contributions. Finish with” One important idea to carry forward is that we can still describe and analyze what we see in an AI-generated image. But questions about intention, authorship, originality, and meaning become more complicated because the AI system is generating an image from patterns and prompts rather than bringing its own human experiences or intentions to the artwork.
Thank You!
Notes
Finish this sentence on your paper: Critiquing AI-generated art is different because ______.
Slide 1 of 15
Materials & preparation
Print or share digitally
- AI Art Critique partner work handout One per pair of students.
- Large format images 10 color prints of the images in large format.
Gather
- Student writing materials
- Devices only if students will access digital versions of materials
Learner variability
Students engage with the ideas through multiple pathways: individual reflection, visual examples, teacher modeling, partner discussion, and written critique. The four-step Describe–Analyze–Interpret–Evaluate framework breaks a complex critique task into manageable stages and gives students repeated language for organizing their thinking.
Visual examples of both human-made and AI-generated images provide concrete reference points, while prompts about color, shape, pattern, composition, feeling, and meaning offer entry points for students with different levels of art experience. Students can first rehearse ideas with a partner before sharing with the class and may demonstrate understanding through written responses, discussion, or reference to specific visual evidence.
Background for the teacher
- Art critique
- A structured process for observing, analyzing, interpreting, and evaluating artwork. It moves discussion beyond whether someone simply likes or dislikes a work and helps viewers use evidence to explain their thinking.
- Describe
- Focuses on what can be directly observed without initially making judgments — subject matter, tools or materials, technique, color, shapes, or other visible features.
- Analyze
- Examines how the artwork is organized — elements such as line, shape, color, and space, along with patterns, symmetry, repetition, movement, and contrast.
- Interpret
- Asks what the artwork might mean or communicate. Interpretation can include emotion, message, symbolism, or social ideas and may differ among viewers.
- Evaluate
- Asks viewers to develop and support an opinion about the work using evidence from the earlier stages of critique.
- AI image generation
- A simplified model — AI systems identify patterns associated with text and images during training and use those learned relationships when generating images from prompts. The AI does not bring human experience, intention, or personal meaning to the image the way a human artist does.
- Artistic intent
- Ideas, purposes, or meanings an artist deliberately seeks to communicate. With an AI-generated image, students distinguish among the intentions of the person writing the prompt, the characteristics of the generated image, and meanings that viewers themselves construct.
- Authorship
- Who created a work of art and who should receive creative credit. AI-generated images complicate authorship because the final image is produced by a computer program using patterns learned during training, while humans contribute prompts, ideas, and creative direction.
How these ideas connect
- Art critique gives students a common framework for examining both traditional and emerging forms of visual art.
- The Describe and Analyze stages connect to earlier FRACTAL work with shape, color, pattern, abstraction, and composition.
- Pattern recognition connects students' prior exploration of patterns in art and computational thinking to a foundational idea behind AI systems.
- Comparing human-made and AI-generated imagery reveals an important distinction between an artist deliberately making creative choices and an AI program producing an output based on patterns and a prompt.
- The Interpret and Evaluate stages make these differences particularly visible, because questions about intention, authorship, originality, and meaning become more complicated when a generated image has no human artist making every choice.
- The lesson uses art critique not only as an art practice but as a way for students to think critically about how emerging technologies participate in creative processes.
Artists referenced in this lesson
| Artist | Artwork referenced | Computational thinking connection |
|---|---|---|
| Edvard Munch | The Scream | Introduces art critique by encouraging students to describe what they see, interpret emotional meaning, and distinguish observation from opinion. |
| Roy Lichtenstein | Bull IV (1973) | Used to model each step of the critique process while examining artistic choices such as abstraction, shape, color, and composition. |
| Johannes Vermeer | Girl with a Pearl Earring | Compared with an AI-generated portrait to demonstrate how the same critique process applies to both — while discussing technique, authorship, and artistic intent. |
| Vincent van Gogh | The Starry Night (1889) | Compared with an AI-generated image inspired by similar visual qualities to explore how AI recognizes and recombines patterns rather than creating from personal experience or intention. |
| Fractal AI Art tool | Nature on Buildings and Big Stars (2026) | Demonstrates how AI-generated images can be critiqued using the same framework as traditional artwork, prompting discussion about prompt writing, pattern recognition, authorship, and originality. |