Jun 17, 2026
Why LLMs Make Things Up
Part 15 of the AI/LLM mastery series — the limit no setting can fix. What hallucination really is, why it happens (the model predi…
LLM Foundations
AI/LLM Security → LLM Foundations
Jun 17, 2026
How an LLM Picks Words
Part 14 of the AI/LLM mastery series — decoding, the step where the model turns its probability distribution into an actual word. …
Jun 17, 2026
Neural Networks From Zero
Part 4 of the AI/LLM mastery series — the math, made clear. We build a neural network from a single neuron up, with real numbers a…
Jun 17, 2026
Giving Words Meaning
Part 3 of the AI/LLM mastery series, for complete beginners. A token ID is just a name tag — this is how a model turns each word i…
Jun 17, 2026
How a Machine Reads Words
Part 2 of the AI/LLM mastery series, for complete beginners. A computer can only do maths on numbers, so an LLM never sees your le…
Jun 17, 2026
What an LLM Actually Is
Part 1 of the AI/LLM mastery series, written for complete beginners — no code, no maths assumed. Start from what artificial intell…
AI/LLM Security
Members
Jun 1, 2026
LLM Fundamentals for Security People
The model sees system prompt, retrieved docs, and user input as one flat token stream — no seam. To exploit that you need to under…