How do you keep generic AI effects from taking over the feed?

The dish goes out as it was shot, in the light of the room, and an automatic tool only crops or cleans a background that was already real. Inventing steam, sparkle or a face that was not there has no place on a menu someone will order tonight. Cristina Osuna leaves the shoot files without extra treatment, so the feed does not depend on an effect. The profile gleams like twenty others in Madrid and, at the table, the dish does not match the thumbnail. A written rule: the feed photograph is from this shoot, and an automatic effect stays out if it changes the colour of the sauce or adds something that was not served.