It would be annoying but far from chaos for a few reasons
- Its pretty easy to detect. Similar problems come up occasionally, often due to drivers jamming their companies’ remote monitoring.
- The time services in any well operated network will operate well within tolerance for very extended periods without this signal (some bigger ones don’t use GPS time at all for reasons like this) Time labs offer their own signals.