# Validate, then ask once more with the problems quoted SIMULATED misread (the stand-in adds 0.10 to the total on the first attempt only): attempts: 2, problems after: none, total: 13.87 text sent with the second attempt: | Extract this receipt. A previous attempt had these problems, so re-read the image carefully: subtotal 12.75 + tax 1.12 is 13.87, total says 13.97 | (+ 56 more lines: the system prompt and the JSON-schema format instructions Spring AI appends for entity())