Glossary

LLM

initialism

Large language model, the engine under the chatbot. It learned language from us. That’s the marvel, and quite a lot of the problem.

Also known as large language model

LLM stands for large language model, the pattern engine behind many chatbots and generative writing tools. It has been trained on enormous quantities of language, so it can predict and produce plausible sequences of text at startling speed. There is no tiny person inside the laptop remembering facts and composing a view; the model works from patterns, prompts and context. That is why it can summarise a report beautifully, translate a paragraph, draft an email, and then invent a book that has never existed with the calm confidence of somebody recommending it at dinner. The same mechanism produces the magic and the mess. LLMs are extraordinary at rearranging language. They can also hallucinate, flatten distinctive voices and make unfinished thinking look polished.

See also Prompt Frontier model Hallucination

References

  • Human Still Wins (2026), Chapter 7 — The Flattening

Where it comes up in the sources