The Dark Side of AI: Jailbreaking, Injections, Hallucinations & more
Course description
If we were to ask you to finish the phrase "AI is...", what would you say? "Delightful"? "Amazing"?
After this course, your answer is likely to be: "AI is... dangerous."
Don't get us wrong - AI is truly amazing, and our instructors will show you just how powerful and useful it is. But admiration alone is not enough. To truly understand AI, you need to know its weaknesses as well. AI vulnerabilities can be exploited maliciously - and sometimes lead to unpredictable consequences.
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In this course, you will explore the dark side of AI:
- Jailbreaks and prompt injections
- Hallucinations and data leaks
- And other real risks that affect even advanced users and engineers
You will see live demonstrations, learn about research and the latest models like ChatGPT and DeepSeek, and understand how these issues manifest in practice.
This is not just an informative course - it is essential knowledge for anyone who uses AI in work or everyday life.
The course is not about hype or empty promises. It will provide you with real understanding and a confident start in the AI world - at a level unfamiliar to most users.
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All Course Lessons (17)
| # | Lesson Title | Duration | Access |
|---|---|---|---|
| 1 | Welcome to The Dark Side (Intro to Guardrails and Jailbreaking) Demo | 17:07 | |
| 2 | Jailbreak! (The DAN Prompt) | 07:26 | |
| 3 | Many Shot Jailbreaking | 18:10 | |
| 4 | Prompt Injections - Part 1 | 09:37 | |
| 5 | Prompt Injections - Part 2 | 17:43 | |
| 6 | Thinking Like LLMs - Multi-Modal Injection | 09:18 | |
| 7 | Leaking - Part 1 (Prompt Leaking) | 08:36 | |
| 8 | Leaking - Part 2 (Data Leaking) | 18:08 | |
| 9 | Exposure | 05:41 | |
| 10 | Poisoning | 03:19 | |
| 11 | Toxicity | 04:40 | |
| 12 | Hallucinations | 13:32 | |
| 13 | Thinking Like LLMs - Big vs Small | 18:59 | |
| 14 | Challenge: Conduct Your Own Mechanistic Interpretability Research on Hallucinations | 04:35 | |
| 15 | The Model Card | 11:06 | |
| 16 | Model Cards Deep Dive | 14:44 | |
| 17 | Let's Keep Learning Together! | 00:57 |
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