Before you begin

See how context shapes an answer.

Look inside a language model as it chooses what comes next. Change a little text, watch the possibilities shift, and connect what you see to the prompts you write.

For beginners · no coding or AI experience required.

Allow 10–15 minutes (provisional estimate).

Your text stays on this device.

Why it matters

A prompt supplies information, not certainty. Seeing how context and probability work helps you write more useful prompts and recognise when an answer still needs checking.

What you’ll learn to do

  • Steer a live prediction by changing the text before it.
  • Inspect input-token IDs and next-token probabilities.
  • Compare the first 100 samples with a growing total at the same gap.
  • Reveal predictions for contrasting contexts and notice what moves.