The implied context for that is that whatever information you have in the apps should be kept in sync between devices and between people. Classic desktop applications are more like offline-only. Web 2.0 traded that approach for data living on a server, so it stays in sync because there's only one source of truth, but you can only edit it when online.

'Offline-first' is trying to combine the benefits of both approaches.