How LLMs Work: From the LSTM to the Transformer

Three interactive diagrams to see, step by step, how a sentence flows through a recurrent network (LSTM), a convolutional network (CNN), and finally a Transformer — the architecture every modern LLM is built on. Plus why the mechanics matter for security.

June 12, 2026 · 7 min · 1474 words · aleph-beth