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Extended thinking

Also: reasoning tokens, thinking tokens, thinking mode, thinking budget

In plain words

A mode where the model thinks for longer before answering. The visible 'thinking' is text it wrote, not a window into its mind.

The fuller definition

Extended thinking is a mode in which a reasoning model spends additional computation, producing intermediate thinking tokens before its answer. Some products show a summary of that work, and most charge for it.

Choosing the next token after “We expect to”
deliver0.46
complete0.24
ship0.15
finalize0.09
other0.06

Invented probabilities. Always picking the top candidate gives the same wording every run; sampling sometimes picks a lower one. Neither setting checks whether the sentence is true.

A concrete example

Set to think longer, a model works through a scheduling problem step by step before proposing a timetable.

The distinction that matters

Visible thinking is generated text, not a transcript of the model's internal state. It can read plausibly and still be wrong.

Related terms

Where it is taught

Why the same question can produce different answers

Source and further reading

Anthropic · Context engineering

The definition and example are written for this library. The link gives background, official documentation or legal authority as labelled. Legal scope depends on the jurisdiction and current text; product features depend on release and settings.

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