Exercises — Session 5 🟢
“AI that sees, hears and creates”
Program : Applied AI — Beginner Level · Instructor: Yann Isola Material : paper + pencil. Access to a generative AI tool for exercise 3 (“screenless” version provided).
Exercise 1 — Describe the image for a blind AI 👁
Duration: 15 min · In pairs
The idea
An image generation AI does not “see” what you have in mind: it only knows the words of your description (the prompt ). This exercise puts you in his shoes…and teaches you how to write good descriptions.
Unrolled
Step 1 (5 mins): Player A secretly chooses a simple image (provided by the instructor, or an image of his choice: a landscape, a scene, an animal in a setting). Player B does not see it.
Step 2 (5 mins): Player A describes the image only with words , as if he were writing a prompt for an AI. Player B draws what he understands (a quick, ugly drawing is perfect!). Forbidden to look at B's drawing along the way — an AI doesn't get a second chance either.
Step 3 (5 mins): Compare the drawing and the original image. Discuss:
- What was missing from the description? (colors? positions? sizes? atmosphere?)
- Rewrite together a “version 2” description that would have given a better result.
What to remember
A good description for precise AI: the subject (What ?), the action (what does he do?), the decor (Or ?), style and atmosphere (realistic? cartoon? day? night?). The more precise it is, the more the result corresponds to what you imagine. This is exactly the job of “prompting well”.
Prompt self-assessment grid (to be checked)
- I named the main subject
- I described what he does
- I described the setting/background
- I gave the colors or the atmosphere
- I specified the style (photo, drawing, painting, etc.)
Exercise 2 — The deepfake detective challenge 🕵
Duration: 15 min · In small groups (3-4)
The idea
Learn to spot content created by AI — and above all, adopt the right reflexes even when the image is perfect .
Part A — The hunt for clues (5 min)
The instructor projects a series of images (or use the detective game of the session web page). For each image, your group votes: REAL Or AI ?
Note for each image the clue that made your decision:
| Picture | Voting (Real / AI) | Decisive clue |
|---|---|---|
| 1 | ||
| 2 | ||
| 3 | ||
| 4 | ||
| 5 | ||
| 6 |
Part B — The detective’s checklist (5 min)
As a group, classify these clues into two families: 👁 visual cues (in the picture) and 🧠 context clues (around the image):
strange hands · anonymous account publishing · illegible text in the background · no other source mentions it · inconsistent reflections in the glasses · the image provokes a very strong emotion · strange teeth or ears · publication that is “too good” (election, scandal, etc.) · blurred and distorted background · known and reliable media
Trick question: In a year, will visual cues still work as well? Which ones will remain valid forever? ⚠
Part C — The scenario (5 min)
Your group receives this scenario:
You receive a video on your phone where a celebrity announces something incredible. A friend urges you: “Share, quickly!! »
Write in 3 lines what you are doing, in order, Before to share (or not).
What to remember
The visual defects of deepfakes disappear as AI advances ⚠. Reflexes that remain valid forever: check the source, cross-check information, be wary of strong emotions . A modern detective checks around of the image as much as In the image.
Exercise 3 — My mini AI studio 🎨🎵
Duration: 25-30 min · Alone or in pairs · Creative project
The idea
You become a mini-creation studio: you will produce a small work by combining at least two contents created (or designed) with AI, then present it.
Assignment
Choose a theme from (or invent your own, validated by the instructor):
- 🚀 “A postcard from the year 3000”
- 🐉 “The fantastic animal of our class”
- 🌍 “A poster to protect the planet”
- 🎬 “The trailer for a film that doesn’t exist”
Version A — With access to AI tools ⚠
- Picture : write a neat prompt (use the grid from exercise 1) and generate an image with the tool indicated by the instructor. You have the right to 3 attempts maximum — improve your prompt between each test and keep track of your 3 versions.
- Text : ask a text AI for a slogan, mini-poem or 3-sentence synopsis to accompany your image.
- Bonus sound: if a music tool is available ⚠, describe the background music of your work (style, instruments, tempo) and generate 30 seconds.
- Assemble the whole thing (one page, one slide or simply side by side).
Version B — Without screen (just as valid!)
- Picture : write the perfect prompt for your image (5 lines max) and draw quickly what you think the AI would produce — including its likely errors (hands? text? details?).
- Text : write the slogan yourself, then write the prompt you would have given the AI to get it.
- Her : describe in 3 lines the music you would ask of a musical AI (style, instruments, atmosphere, tempo).
Presentation (1 minute per studio)
Imposed structure:
- What I asked (my prompt)
- What I got (to show)
- What I had to correct (the gap between the idea and the result)
Golden rules of the studio 📜
- ❌ Never the face, name or voice of a person real person without their consent (classmates, teachers, celebrities: prohibited).
- We always say it's done with AI — an honest creator doesn't pass off AI as his own hand.
- AI offers, YOU decide: the choice, sorting and corrections are your job as a creator.
What to remember
Creating with AI is not about pressing a button: it’s describe precisely, evaluate the result, correct, start again . The idea, the taste and the responsibility remain human.
To go further (at home, optional)
- Activate them automatic subtitles on a YouTube video and count the errors over 2 minutes: voice recognition is good, but not perfect. What words is she wrong? (proper names, technical words, when speaking quickly, etc.)
- Ask a loved one if they know about scams cloned voice — explain to them how to protect themselves (call the person back on their real number, agree on a code word as a family).