🧠PROMPT ENGINEERING & REVERSE PROMPTING FREE Course Hub → Day 2 of 7 · 28% complete I ran a penetration testing LLM pipeline benchmark a while back — testing ten different prompts against the same model for a vulnerability classification task. The worst prompt got 61% accuracy. The best got 94%. Same model. Same task. Same training. Different prompt structure. That 33-percentage-point gap came entirely from how the prompt was assembled — which layers were present, in what order,…
Friday, June 12, 2026
How LLMs Actually Process Your Prompts — What’s Really Happening
🧠PROMPT ENGINEERING & REVERSE PROMPTING FREE Course Hub → Day 1 of 7 · 14% complete A few months ago I was helping a team test an AI customer service chatbot. The system prompt was 400 words of carefully written instructions — role, limitations, tone, escalation rules, the works. Within 90 seconds of starting my session I had the entire system prompt printed back to me verbatim. I hadn't used any exploit, any tool, or any special knowledge. I…
Wednesday, June 10, 2026
How to Execute Advanced Prompt Injection Chains | AI/LLM Hacking Course Day 22
🤖 AI/LLM HACKING COURSE FREE Part of the AI/LLM Hacking Course — 90 Days Day 22 of 90 · 24.4% complete ⚠️ Authorised Targets Only: Advanced Prompt injection Chains testing must only be performed against systems within your authorised scope. The techniques here involve building conversation context deliberately — ensure all testing conversations are conducted on test accounts and that no production data is accessed as part of the escalation chain. The single-turn injection that fails in three words can…
How to Stay Safe From AI Threats — A Practical Guide for Everyone (2026) | AI Basics Day 5
🤖 AI BASICS FOR BEGINNERS FREE Course Hub → Day 5 of 5 · 🎉 100% complete! Four days ago, "AI" was a fuzzy word you'd heard everywhere but couldn't explain. Today you know what AI actually is, how it learns from examples, the six different types running around in every app you use, and six ways those systems can be attacked. That's real knowledge — not buzzwords. Day 5 is where all of it becomes useful in real life.…
Tuesday, June 9, 2026
How Hackers Attack AI Systems — 6 Real Attack Types Explained Simply (2026) | AI Basics Day 4
🤖 AI BASICS FOR BEGINNERS FREE Course Hub → Day 4 of 5 · 80% complete ⚠️ For Learning Only. Understanding how AI attacks work is how you learn to protect AI systems. All exercises here use systems you're allowed to test. Never try these things on systems without permission. In 2023, a researcher typed a single sentence into a public AI assistant and made it completely ignore all its rules. No hacking tools. No code. No special skills. Just…
Sunday, June 7, 2026
Types of AI Explained — With Real Examples (2026) |AI Basics Day 3
🤖 AI BASICS FOR BEGINNERS FREE Course Hub → Day 3 of 5 · 60% complete Did you know that when you scroll through TikTok, at least three completely different types of AI are working at the same time? One AI recognises what's in each video (computer vision). A second AI predicts which videos you personally want to watch next (recommendation AI). And if there's text or captions in the video, a third AI is reading and understanding them (language…
Saturday, June 6, 2026
How Does AI Learn? Training Data, Patterns & Models Explained (2026) | AI Basics Day 2
🤖 AI BASICS FOR BEGINNERS FREE Course Hub → Day 2 of 5 · 40% complete Every time you click "like" on a video, watch something all the way to the end, or skip a song after 5 seconds — you're teaching an AI. Your clicks are training data. The AI is watching what you do and learning your patterns. It gets better at predicting what you want because of you. That's how AI learns — from examples. And the…
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