News feeds allow you to see when websites have added new content. You can get the latest headlines in one place, as soon as its published, without having to visit the websites you have taken the feed from.
Feeds are also known as RSS. There is some debate as to what RSS stands for - but one popular one is 'Really Simple Syndication'. Regardless, the feeds themselves are just web pages, designed to be read by computers rather than people.