Examples
Read a photographed receipt
A crumpled receipt goes in; typed strings, integers, numbers and booleans come out, and a discount percentage is computed from two of them.
Route a support ticket
Pick a queue and an urgency, each with a probability for every option, so low-confidence tickets can go to a person.
Check an expense against a policy
A yes-or-no decision that needs a little reasoning first: thinking is on for that field only, and its reasoning comes back with the answer.
Triage an incident step by step
Each answer builds on the ones before it: the severity decides the rollback, and both shape the status message.
Roll a fair die
Language models favour options by where they appear in the list. Averaging over option orders brings a fair die back to about one in six for every face.