A visual question-answering application sends an image and asks for the serial number visible on a damaged label. The characters are unclear. What response policy should it follow?

1. Fill unreadable characters with plausible digits
2. Assume a longer response makes the serial number reliable
3. Report uncertainty and request clearer evidence rather than inventing characters
4. Replace the serial number with the model deployment name