I have the same problem as Lozula and others. I followed instructions correctly, my summar_large_image card works fine in the validator, even showing a preview of how it will look like on Twitter. When I posted the link from my blog only the link appeared as usual with no picture. Does this have something to do with Weebly which is where my blog is located?
Below is the link to the blog post with the summary card: