Where does your use case fall in the AI Act (European regulation on artificial intelligence) ⚠?
Answer the questions to place your project in the 4 risk categories and discover your main obligations.
⚠ Simplified educational tool — the application schedule and exact obligations evolve: any real decision goes through a lawyer.
Question 1
🧭 Reminder: the 4 categories
| Category | Status | Examples |
|---|---|---|
| Unacceptable | Forbidden | Generalized social scoring, subliminal manipulation |
| High risk | Heavy bonds | Recruitment, credit, education, medical devices |
| Limit | Transparency | Chatbot (declare yourself AI), deepfakes (reporting) |
| Minimal | No specific obligation | Anti-spam, proofreader, summary of internal notes |
Does your prompt contain bias? Paste a prompt (or load an example): the simulator detects risky patterns —
criteria direct (explicitly discriminating) and proxies (falsely neutral).
⚠ Detector patterns educational, not a certifier: true bias detection requires statistical tests on real outputs, segmented by group (Session 9).
🔍 Analyze a prompt
🛠️ The 4 mitigation actions
Gesture 1
Neutralize the prompt — objective criteria linked to the position, zero social proxy (address, unjustified availability, “cultural fit”).
Neutralize the prompt — objective criteria linked to the position, zero social proxy (address, unjustified availability, “cultural fit”).
Gesture 2
Hide attributes not relevant before the call: name, age, photo, address.
Hide attributes not relevant before the call: name, age, photo, address.
Gesture 3
Evaluate by segments — 92% average precision can hide 78% for a group. Segment your reviews.
Evaluate by segments — 92% average precision can hide 78% for a group. Segment your reviews.
Gesture 4
Human decision-maker on any borderline case — and decisions traced (decision log).
Human decision-maker on any borderline case — and decisions traced (decision log).
💡 Writing “be neutral” in a prompt does not remove a learned bias. Mitigation is architectural , not incantatory.
The journey in 10 sessions. Click on a node to review what you learned there and how it connects to the rest.
One story: understand → speak → control → connect → act → collaborate → deploy → measure → assume.
👆 Click on a session
Each node shows: the key concepts of the session, and its connections with the rest of the program.