Edits that touch only what you named — down to a point
The claim this model is bought for is that everything you did not mention survives. We ran it twice, once to pass and once to break. Asked to remove a plate and fork from a food photo, it erased them and extended the table naturally — galette, thyme and window light intact. Then we asked it to change one word on a supplement box and nothing else: the brand name came back cleanly re-set, the mid-size lines and even the batch code survived, but the 8pt ingredients panel it was explicitly told to keep was re-rendered into words that only look like words. Both results are below, input above output, unretouched.
Input above, output below · 11s
Input above, output below · 12sThe right-hand test is the one we designed to fail, and it did — partially. RENOVA, the dosage line and LOT 4471-B are perfect; the ingredients panel is not, because the model re-renders the whole frame rather than masking your edit. Keep must-survive fine print out of its hands: crop it away first, or add it back afterwards.













