?
PRO
World 4 · AI Ethics & SafetybeginnerEthicsSafetySociety

AI Ethics and Safety

Explore the real-world impact of AI. Bias, privacy, deepfakes, jobs, and what responsible AI looks like.

5 hours12 lessons900 XP total

Course Syllabus

12 lessons
1

When AI Goes Wrong

12 min25 XP

Real AI failures. From self-driving accidents to discriminatory hiring algorithms. Why ethics isn't optional.

2

AI Bias

15 min30 XP

How AI learns and amplifies real-world bias. Landmark cases in facial recognition, criminal justice, and credit scoring.

3

AI & Your Privacy

18 min35 XP

How AI collects and infers your personal data. Your legal rights and practical steps to protect yourself.

4

Deepfakes & Misinformation

20 min40 XP

How deepfakes are made, how to spot them, and what AI-generated misinformation means for society.

5

AI & Jobs

15 min30 XP

Which roles AI is actually replacing, which are safe, and how to position yourself in an AI-transformed job market.

6

Responsible AI

22 min45 XP

The principles and real-world frameworks that AI labs and governments use to keep AI safe and fair.

7

AI in Healthcare

18 min35 XP

How AI is saving lives in medicine. And the ethical dilemmas that come with automating life-and-death decisions.

8

AI & Democracy

16 min32 XP

How AI is reshaping elections, political discourse, and the information ecosystem. And what that means for democracy.

9

AI Safety

20 min40 XP

Why keeping advanced AI systems aligned with human values is one of the most important technical challenges of our time.

10

AI Regulation & Policy

18 min36 XP

How governments worldwide are regulating AI. And what it means for how AI gets built, deployed, and used.

11

AI & the Environment

15 min30 XP

The carbon footprint of AI. What training and running large models costs the planet, and what's being done about it.

12

Using AI Responsibly

16 min32 XP

A practical guide to using AI ethically in your own work and life. Habits that protect you and others.

Ready to Start Learning?

Create a free account to track your progress, earn XP and badges, and unlock your certificate.