Why don't links generate previews any more?

More and more often, posting a link in a reply fails to generate the standard preview. Instead we get this message:

Sorry, we were unable to generate a preview for this web page, because the following oEmbed / OpenGraph tags could not be found: description, image

The link still works in the posted reply, but it doesn’t have the nice preview.

Just curious what’s up with that.