Prompting a model to 'start the reasoning paragraph with lots of uncertainty and slowly gain confidence as you think about the item more' counteracts the failure mode where models commit confidently and lose objectivity; this can be embedded as a 'reasoning' field at the start of structured JSON output to improve agent reliability.