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🎨 Create with AI: your creative studio

Applied AI — Beginner Level · Session 8

Yann Isola

Today, you no longer watch AI create.
YOU are the artistic director.

On the program 🎬

  1. 🖼 The opening riddle — who made this image?
  2. 🎯 Use vs. Create — the role of the artistic director
  3. 🔄 The I-P-C-I loop — the studio method
  4. 🧪 The creative prompt — the 5 ingredients
  5. ⚖ Who is the author? — copyright and AI
  6. 🤝 The 3 rules of creative honesty
  7. 🎬 Studio project — the client's order!

🖼 Who made this image?

Imagine: a lighthouse on top of a flying whale,
1930s travel poster style, golden evening light.

An AI generated this image in 10 seconds.

So… who is the artist?
AI? The human who wrote the description? Person ?

Keep your answer in mind. We vote at the end of the session. 🗳

The hidden clue 🔍

The idea of the flying whale? Human.
The choice of 1930s style? Human.
The golden evening light? Human.

The AI ​​executed. Humans have imagined, chosen, directed.

💡 An AI without human ideas produces nothing interesting.
Creativity is choice — and choice remains human.

Reminder of previous seasons 📺

  • Session 4: the art of speaking to AI (prompting)
  • Session 5: AI that sees, hears and creates (images, sounds, videos)
  • Session 6: ethics — transparency and accountability
  • Session 7: AI in real life — it assists, does not replace

Today, we're putting it all together to learn how to
creating with AI — not just using it.

Use ≠ Create 🎯

Passive user 😴 Artistic Director 😎
Type a vague request Describes a precise vision
Take the first result Compare, review, redo
Can't say why it's a failure Knows what he wants to change
Stops there Iterates to HIS vision

The director analogy 🎥

A film director does not act, does not film,
don't compose the music...

And yet, it’s HIS film.

Why? Because he decides:
the scenario, the framing, the takes we keep, those we reshoot.

With generative AI, it’s the same:
the AI is your camera crew. You realize.

🔄 The studio method

Idea → Prompt → Critique → Iteration

The I-P-C-I loop: the secret of the pros.

The I-P-C-I loop 🔄

  1. 💡 Idea — what do I want? (vision, emotion, use)
  2. ✍️ Prompt — I describe it precisely
    3.🔎 Review — what works? what is missing?
  3. 🔁 Iteration — I modify and start again

The first result is rarely the correct one.
Iterating is not failing: that’s the job.

Live Demo 🎬

Prompt v1: “draw a dragon”
→ generic result, seen a thousand times 🥱

Criticism: too banal. I want a SHY dragon.

Prompt v2: “a shy little dragon hiding behind a giant flower”
→ better! But the atmosphere is flat.

Prompt v3: “…children’s book style, soft morning light, mist”
🎯 That’s MY dragon.

What the demo teaches us 🧠

  • AI takes everything literally — it doesn't guess your intentions
  • Each precise criticism improves the result
  • The final result is yours: you made all the choices

⚠ Please note: a good prompt is precise, not necessarily long.
Too many contradictory constraints = confusing result!

🧪 The creative prompt

The 5 ingredients

The recipe for the creative prompt 🧪

  1. Subject — what? → “a fox astronaut”
  2. Style — like what? → “watercolor”, “pixel art”
  3. Atmosphere — what emotion? → “melancholy”, “joyful”
  4. Details — what specifically? → “cracked helmet, flag in cheese”
  5. Constraints — to avoid / impose → “no text”, “poster format”

Let's test together 🎮

Prompt poor man: “Draw a cat.”
→ ingredients present: subject. That's all. 😬

Complete prompt:
“A pirate cat on a cheese raft (subject + details),
comic style (style),
peaceful sunset ambiance (ambience),
without text in the image (constraint).”

Over to you: Exercise 1 — write your prompt in 5 ingredients! ✍️

☕ Break

10 minutes

During the break, question to ponder:
if you win a drawing competition with an AI image…
you say it, or not? 🤫

⚖ Who is the author?

The facts (before debating) 📋

  • In many countries, copyright protects human creations ⚠
  • An image generated “alone” by an AI is often protected for no one
  • The more the human directs (prompts worked, iterations, retouches),
    the more his creative contribution counts
  • AIs have learned about millions of works, often without the consent of the artists → ongoing lawsuit ⚠

⚠ The law evolves quickly: what is true today may change tomorrow.

The mini-debate 🎤

“An AI-generated image: who owns it?”

Camp A — “The human is the author”
the idea, the direction, the iteration, the final choice: everything is human

Camp B — “It’s not that simple”
the AI made the concrete visual choices · it fed itself
of the work of thousands of artists · without them, nothing would exist

There is no definitive “right” answer.
The whole world is debating it — as are we.

The anger of artists 🎨💢

Many illustrators and musicians have discovered that
their works had been used to train AI…
without their agreement, without payment, without credit.

Result: trials, protection tools,
negotiations between artists and AI companies. ⚠

Understanding their anger means understanding why
the following rules of honesty are important.

creative honesty

Rule 1 — I say it 📢

When I publish or submit work done with AI,
I mention it.

“Artwork created with the help of AI” — that’s it.

The problem is never using AI.
The problem is hiding it when it counts.
(Remember transparency — Session 6!)

Rule 2 — I respect artists 🎨

  • I am not asking “in the manner of [living artist]”
    to make it look like something new
  • I don't pass off someone's style as my own
  • Artists who have disappeared for a long time (Van Gogh, etc.):
    public domain — acceptable, but it is mentioned

Rule 3 — I check before publishing 🔍

Before sharing generated content:

  • ✅ Is the content accurate? (AI can invent — Session 3!)
  • ✅ Is he respectful? (nothing hurtful or mocking)
  • ✅ No recognizable real person without their consent?
    (think deepfakes — Session 5)

Ok or not ok? 🚦

Location Verdict
Illustrate your presentation with an AI image by saying it ✅ ok
Win a drawing competition without saying it ❌ not ok
Generate “Van Gogh style” (by mentioning it) 🟡 it depends — acceptable
Imitate a living illustrator and sell the result ❌ not ok

The reasoning counts more than the verdict:
transparency · respect · verification.

🎬 Studio project

“The customer’s order”

Your team is a creative studio.
A customer is waiting for you.

Your mission 📋

Teams of 3-4. Each studio draws an order:
bakery poster 🥐 · town hall mascot ♻️ · album cover 🎵
reading club image 📚 · astronomy logo 🌟 · refuge card 🐾

To be delivered:

  1. Prompt v1 (the 5 ingredients + the client's constraints)
  2. Cross Critical: the neighboring team “plays AI” and gives you 2 criticals
  3. Prompt v2 improved — explaining WHAT you changed
  4. The honesty statement: “created with the help of an AI”

The studio rule 🤝

We criticize the prompt and the result.
Never people.

Useful criticism is specific:
✅ “the sky should be stormy to match the title”
❌ “it’s ugly”

⏱ 25 minutes. Stopwatch started. Get your markers!

Flash restitution 🎤

1 minute per studio:

  1. The customer's order
  2. The prompt v1
  3. What criticism has changed
  4. The prompt v2

👏 Mandatory applause for all studios.

What we remember 🧠

  • Generative AI is a studio, not an artist:
    she executes, the human directs
  • The method: Idea → Prompt → Critique → Iteration 🔄
  • A creative prompt = 5 ingredients:
    subject · style · atmosphere · details · constraints
  • Copyright of AI works is under construction ⚖ ⚠
  • The 3 rules: I say it · I respect the artists · I check

The final vote 🗳

Back to the opening riddle:

“Who made the image of the flying whale?”

A) AI · B) Human · C) Both · D) Nobody

Has your answer changed since the start of the session?
Why? 🤔

See you next time! 👋

Session 9 — the rest of the adventure

Applied AI · Yann Isola

Until then: create, iterate…and say it. 🎨