content provenance

One label for everything punishes honest creators and barely moves belief. Separate how something was made from whether it could mislead, and measure the label's errors.

The model is one box. Prompt and output filters, brand and rights rules, provenance labels, cost per kept image and a queue for peak hours decide whether the feature works.

Both countries now require visible labels and embedded markers on synthetic media, with different details. Build one pipeline that satisfies the stricter of each, and keep your own export path from stripping it.