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My AI project & my future with AI 🚀

Applied AI · Beginner Level 🟢 · Session 10 — THE FINAL

Yann Isola

Slide 2 — The program for the final

Today we put the puzzle together 🧩

  1. 🗺️ The great journey — everything we learned in 9 sessions
  2. ⚡ Revision quiz in teams
  3. 🛠️ THE FINAL PROJECT — invent your AI application
  4. 🎤 Pitches — 2 minutes to convince
  5. 💼 Professions & skills of tomorrow
  6. 🧭 How to continue + final words 🎓

It's a celebration, not an exam. Objective: leave proud and motivated!

Slide 3 — The great journey

9 sessions, 1 route 🗺️
S1 What is AI? S2 How she learns S3 The language of machines
S4 The art of the prompt S5 AI that sees, hears, creates S6 Ethics
S7 AI in real life S8 AI and creativity S9 Critical thinking

Slide 4 — What you know now

You arrived saying… 💭

“AI is magic” · “It will replace us” · “It’s too complicated for me”

You leave knowing… 💡

  • AI learns from examples — data → training → prediction
  • She predicts probable text — she does not “understand” like us
  • A good prompt = context + task + format
  • It can be biased → the human must keep control
  • Your critical thinking is your superpower 🦸

Slide 5 — Review quiz ⚡

10 questions, 9 sessions, 1 champion 🏆

Rules of the game:

  • Form teams of 3-4 (these will be your project teams!)
  • Answer A, B, C or D on the slate
  • 1 point per correct answer · immediate correction

🛠️ THE FINAL PROJECT

“Invent your AI application”

Slide 7 — The brief

Your mission 🎯

As a team, invent a useful, realistic and responsible AI application.
No need to code: you are the architects of the idea.
In 1 hour: 2 minute pitch in front of the group. The public votes! 🗳️

The process:

  • 25 min → idea + canvas 📋
  • ☕ break
  • 15 min → poster + pitch rehearsal 🎨
  • 20 min → pitches! 🎤

Slide 8 — The 3 golden rules

Useful · Realistic · Responsible

Rule The question to ask yourself
Useful 🎯 What real problem? For which real people?
Realistic 🔧 What AI capacity seen in progress? What learning data?
Responsible 🛡️ What risk (bias, privacy, error)? What parade?

⚠ Forbidden: the magical AI that does everything. If you can't tell what data it uses... the idea isn't ready!

Slide 9 — Three examples to get you started

To unlock the imagination 💡

  • 🌱 PotagIA — photo of a sick plant → diagnosis + care advice
    (capacity: image recognition · data: photos of labeled plants)
  • 🎒 MémoProf — you dictate your lesson → the AI generates a personalized quiz
    (capacity: comprehension + text generation)
  • 👵 PapoteBot — voice companion for isolated people, alerts the family if necessary
    (capacity: voice + detection · risk: privacy → user data)

These are examples, NOT templates to copy. Your idea will be better!

Slide 10 — The project canvas

Your roadmap 📋

  1. Project Name — catchy!
  2. The problem — what is bothering people?
  3. For whom? — describe ONE typical person
  4. What does the app do? — in one sentence
  5. AI capacity + data — how it learns
  6. A risk + your parade 🛡️
  7. The “wow” moment — when the user says thank you 🙏

Slide 11 — Running out of ideas?

Cross a domain and a capacity 🎲

Domains × AI Capabilities
School · Sport · Family Understand / generate text
Animals · Nature · Planet Recognize images
Health · Games · Music Voices and sounds
Travel · Cooking · Friends Predict · recommend

Example: Nature × Images → the app that identifies dangerous mushrooms 🍄

The web page’s “idea generator” does the cross-referencing for you!

Slide 12 — The poster

Make your idea visible 🎨

On your A3 sheet, readable at 3 meters:

  • The NAME of the project (big!)
  • A drawing or diagram of the app
  • For whom? · What problem?
  • How AI helps
  • A risk + your solution 🛡️

Slide 13 — The pitch template

2 minutes to convince 🎤

  1. The hook (15 s) — “You know that moment when…?” (the problem in mini-story)
  2. The solution (45 s) — “Here is [NAME]! She [does what] thanks to the AI ​​that [capacity].”
  3. Responsibility (30 s) — “We thought about the risk of… Our solution:…”
  4. The Fall (15 s) — “Imagine a world where… This world begins with [NAME].”

Rules: ⏱️ 2 min max · 🗣️ everyone speaks · 👀 we look at the audience · 👏 we applaud everyone

🎤 Time for pitches!

2 minutes · applause required · vote with your stickers 🗳️

Slide 15 — Public vote

It's up to you, jury! 🗳️

  • Everyone has 2 votes (stickers/post-its) to stick on the posters
  • ⚠ Forbidden to vote for your own team!

Promo prices 🏅

  • 🏆 Favorite — the most votes
  • 💡 Most original idea
  • 🛡️ Responsibility Prize — best ethical reflection
  • 🎤 Pitch Prize — most lively presentation

Slide 16 — What you just did

You have just done the job of… 🤯

  • Product Manager — find the problem and the user
  • Data scientist — choose data and AI capability
  • Ethicist — anticipate risks
  • Designer — make the idea clear and desirable
  • Entrepreneur — pitch and convince

These jobs really exist.And you just tried them all in 1 hour. 💪

Slide 17 — AI professions

Who works with AI tomorrow? 💼

Family Examples of professions
Create the AI 🔧 machine learning engineer, data scientist, developer
Guiding the AI 🧭 prompt engineer, AI experience designer, data annotator
Supervising AI ⚖️ AI lawyer, ethicist, compliance manager
Use AI 🌍 doctor, farmer, artist, teacher, journalist… almost all!

Slide 18 — Skills that increase in value

Your human superpowers 🦸

  1. 🔍 Critical thinking — check, question (session 9!)
  2. 🎨 Creativity — imagine, ask the right questions (session 8!)
  3. 🗣️ Communication — explain, convince (your pitch today!)
  4. 📚 Learn to learn — THE meta-skill for a rapidly changing world
  5. ❤️ Empathy & collaboration — what machines cannot replace

“AI will not take your job. But maybe someone who knows how to use AI. So be that person.”

Slide 19 — How to continue learning

Your compass for the future 🧭

  • 🔁 Practice — a chatbot 10 min/week, with a real objective
  • 🛠️ Create — redo the AI project as a family, test the creative tools (S5)
  • 🎓 Get trained — Elements of AI (free, in French), Pix, popularization channels
  • 🔍 Remain critical — cross-reference sources, be wary of sensational headlines
  • 🚀 Continue with Applied AI — the intermediate level awaits!

Slide 20 — Your commitment

“Me and AI, from tomorrow, I…” ✍️

  • Take a post-it
  • Complete the sentence — a concrete action and within your reach
  • Voluntary reading of some commitments 🙋
  • The post-it leaves with you: it is your contract with yourself

Slide 21 — The 3 things to remember forever

If you only remember 3 things… 💎

  1. AI is a tool — powerful, imperfect, made by humans. No magic.
  2. Your critical thinking is worth more than any algorithm. 🔍
  3. The future of AI is not written — it will be what YOU make of it. ✊

You are no longer spectators of the AI.

You are actors. 🎓

Thank you for these 10 sessions. Now it's your turn!

Yann Isola · Applied AI · Beginner Level 🟢

Notes: warmly welcome. Announce the promise: “Today, no new chapter. Today, YOU are the chapter. You will invent and present your own AI application.”

Notes: set the festive tone from the start. Insist: no one will be graded, everyone will be applauded.

Notes: rebuild the timeline WITH them: “Who remembers session 3? A word!” Fast pace, memory game atmosphere. 10 min max.

Notes: powerful mirror moment.If you kept the post-its from the icebreaker from session 1, bring them out here: guaranteed effect.

Notes: use quiz/quiz.md or the quiz section of the web page. Correct in one sentence per question. The teams trained here stay on for the project — that’s by design.

Notes: mark the turning point of the session. From now on, THEY work, you coach.

Notes: read the brief as is, it's the contract. Distribute the canvas sheets (exercises/exercises.md).

Notes: THE reference slide, leave it displayed during the workshop or come back to it. The #1 trap for teams: the miracle app. Always bring it back to concrete capabilities.

Notes: calibrate ambition: neither too simple, nor science fiction. Highlight how each example ticks the 3 rules.

Notes: 5 minutes of storm of ideas (we note everything, we don't judge), 5 minutes of choice, 15 minutes of outline. Circulate between teams, follow-up questions in the guide.

Notes: Show only to blocked teams. Constraint unleashes creativity.

Notes: phase 2, after the break. 15 minutes flat. The imperfect but clear poster beats the pretty but empty poster.

Notes: Have each team repeat ONE time with the clock in hand. A repeated pitch is twice as good. Adapt for the very shy (pair pitch, poster with commentary).

Notes: order of passage on the board. Signal at 1:30, firm stop (and smiling) at 2 minutes. One question from the public or the teacher per team, 30 seconds max.

Notes: distribute the prizes so that EACH team leaves with a prize or a mention. It's a party, not an elimination. Give each team a strong point + advice (guide grid).

Notes: moment of switch to the “future” part. Make people aware that the workshop was a real professional simulation.

Notes: session 7 reminder: AI transforms jobs more than it eliminates them. First ask “what jobs do you think?” before displaying.

Notes: THE slide message for the future section. Honest tone: neither catastrophism, nor promises. Curiosity is the best insurance.

Notes: insist on “10 min/week with a real goal”: regularity beats intensity. Mention the workshops in the media library for audiences without equipment.

Notes: quiet, personal moment. Examples if necessary: ​​“…I check before sharing”, “…I use AI to review”, “…I explain to my grandparents what a deepfake is”.

Notes: slow down the flow.These three sentences are the legacy of the course. Maybe have them repeat it out loud — yes, it works, even with teenagers.

Notes: graduation ceremony 🎓 if printed, group photo with posters (⚠ image permissions, especially for minors!), final applause. Remain available after the session for questions “what now?” ".