Antonym to "news"

Solution 1:

The antonym of news is history. Depending on the context, that would be the word you want to use.

As alternative, you can use old news, or stale news.

Solution 2:

I'd probably say something like 'old hat', but it does depend on the context. 'History' could be a better autonym.