The MusicGenerate Editorial Team

Most articles on this site are drafted with AI assistance and reviewed by the people who build MusicGenerate before publication. Where a piece carries this byline rather than a named editor, it means the work was drafted that way and checked for accuracy — not that any one person researched or wrote it personally. We think saying so plainly is more useful than implying a newsroom that does not exist.

We are deliberately careful with numbers. Search volumes, model specifications and pricing move constantly in this field, so anything we state as a figure is either sourced to the vendor who published it or measured by us. Where a measurement is ours, the method is published alongside it so you can repeat the test and disagree with the result.

We also state a conflict of interest wherever it exists. We build an AI music generator, which means every comparison on this site involves a competitor. Our approach is to describe what each tool is genuinely best at — including where a competitor beats us — because a comparison that always reaches the same conclusion is an advertisement, and readers can tell.

What we do not publish: invented statistics, user counts we cannot verify, ratings we did not collect, or claims about training data we have no way to confirm. Where a question is genuinely unsettled — copyright status of machine-generated output being the clearest example — we say it is unsettled rather than picking the answer that suits us.

Corrections are made in place with the update date shown, rather than quietly. If you find something wrong, the fastest way to get it fixed is to tell us which page and what the correct figure is.