Overprint vs knockout
Knockout punches a hole in the ink below so a color prints on bare paper; overprint prints on top and mixes with whatever is underneath.
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What it is
When one colored object sits on another, the press has two choices. Knockout is the default: the shape punches a hole in every ink below it, so it prints on bare paper and the color is exactly what you specified. Overprint skips the hole, so the ink prints on top of what is already there and the two mix: magenta over cyan gives you purple, not magenta.
Overprint is deliberate more often than people expect. Small black type overprints so a registration shift never leaves white halos around the letters. Trapping bridges the seam between two colors, sometimes with an overprinting stroke, more often with a spread or a choke sized by which ink is darker, or with a centerline trap, or by handing the whole problem to the RIP's trapping engine. Two-color and Risograph work overprints inks on purpose to invent a third color out of two plates. Varnishes, technical layers, and plenty of packaging builds overprint by design too. Knockout is the sane default for everything you have not deliberately decided about, which is not the same as everything else.
The famous disaster: white set to overprint. White ink usually does not exist in CMYK, so 'white overprinting' means printing nothing on top of the color below, and your text simply vanishes on press while looking perfect on screen. Rich black overprinting a photo is the other one, producing muddy patches. Turn on overprint preview in the layout app before exporting, and let preflight flag every stray overprint attribute.
Ask AI for it
Audit this print file for overprint and knockout. Review it in separation preview and inventory every existing overprint attribute first. Remove the accidental ones, especially white and light objects set to overprint, and preserve any documented intentional overprint (black type, technical layers, varnish, deliberate two-ink mixes) rather than flattening the file to a blanket rule. Keep solid 100% K text below 12pt overprinting and rich black panels knocking out. For trapping, apply the printer's trapping profile or their RIP settings; do not add manual traps unless they specify width, direction, and ink-order rules. Then list every object whose appearance changed and why.