Section 2

Reasoning Patterns

Reasoning, sampling, tool calls and search all spend more tokens on a request to reach accuracy the prompt alone cannot. This section prices each against the ticket router's budget and shows where each one fails: hidden reasoning cut off by an output cap, votes that entrench a confident error, instructions injected through tool descriptions, and search evaluators that prune the right answer.