Exercises

Exercise Avg. Time Difficulty Solved by Tier
Secure Design: Secret & Credential Management hard 7 PRO
Secure Design: Safe Serialization hard 7 PRO
Secure Design: Backend Authentication Proxy hard 7 PRO
Secure Design: Control Placement hard 7 PRO
AI Fundamentals: Retrieval-Augmented Generation hard 19 PRO
AI Fundamentals: Tool Use & Agents hard 19 PRO
Instruction Hierarchy
The system prompt explicitly establishes an instruction hierarchy. Find a way to confuse or bypass the priority system.
medium 16 PRO
AI Fundamentals: Using Models in Practice hard 19 PRO
AI Fundamentals: Multimodal Models hard 17 PRO
Polite Refusal
The model is told to refuse key requests. Use social engineering to convince it to share anyway.
easy 22 PRO
System Prompt Extraction
The model is told to keep a secret key and refuses to reveal it directly. The rule only forbids telling the key, not repeating the instructions that contain it. Make the model recite its own system prompt and the key comes with it.
easy 33 PRO
Encoding Request
Multiple extraction vectors are blocked. Find a creative approach the rules don't anticipate.
easy 15 PRO
Open Door
No guardrails at all. Simply ask the model for the secret key.
easy 46 PRO
AI Fundamentals: Training an LLM hard 23 PRO
AI Fundamentals: Limitations & Hallucinations hard 22 PRO
AI Fundamentals: Large Language Models hard 24 PRO
AI Fundamentals: Inference & Sampling hard 23 PRO
AI Fundamentals: Prompting hard 22 PRO
AI Fundamentals: Tokenization hard 25 PRO
AI Fundamentals: Classic ML Algorithms hard 33 PRO
AI Fundamentals: Deep Learning hard 28 PRO
AI Fundamentals: Overfitting & Generalization hard 37 PRO
AI Fundamentals: Neural Networks hard 32 PRO
AI Fundamentals: Transformers & Attention hard 25 PRO
AI Fundamentals: Embeddings & Vectors hard 27 PRO
AI Fundamentals: Evaluating Models hard 33 PRO
AI Fundamentals: How Models Learn hard 45 PRO
AI Fundamentals: Introduction hard 66 PRO
AI Fundamentals: Types of Machine Learning hard 47 PRO
AI Fundamentals: Data, Features & Labels hard 55 PRO
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Showing 1–30 of 788 exercises