Tokens, Context Windows, and Why They Matter

What a token actually is, why every model has a memory limit, and why this quietly affects cost, speed, and what you can even ask a model to do.

August 3, 2026 · 5 min read

How LLMs Actually Work (Next-Token Prediction, Simply Explained)

No math-heavy transformer internals, just the core idea: an LLM is a very sophisticated autocomplete engine trained on huge amounts of text.

August 2, 2026 · 5 min read