AI Enablement playbook/Module 1 · AI foundations

Day 03 / 100 · AI foundations · Tokens and context windows

AI reads in tokens. And its desk is finite.

Two ideas explain most AI costs, limits and “it forgot what I said” moments.

Tokens

The Unit Of Everything

  • Chunks of text: a word, part of a word, or punctuation
  • In English, roughly 750 words ≈ 1,000 tokens
  • Usage limits and API pricing are counted in tokens
  • Other languages often need more tokens per word

Context window

What It Can See At Once

  • Instructions, chat history, documents and its reply all share it
  • When it fills up, older material gets dropped or summarised
  • Detail buried mid-document is easier to miss
  • Bigger windows help, but cost more per message

Source: OpenAI API docs ↗

Short, focused context beats long and messy.