A JSON schema constrains the answer, not the thinking

The practice

A response_format guarantees valid JSON only if the model produces content at all. A model that finds the input ambiguous can spend its whole budget reasoning and return an empty answer with finish_reason length. Turning thinking off is what ends the loop; the schema alone does not.

2026-10-09