Chrome Version       : 65.0.3325.181
OS Version: Windows 7, Windows 10
URLs (if applicable) : http://st.hotrod.com/uploads/sites/21/2017/12/01-1932-ford-highboy-two-door-sedan-triple-crown-of-rodding-poteet-johnson.jpg
Other browsers tested:
  Microsoft Edge (Win 10): OK (ish - see steps below)

What steps will reproduce the problem?
1. Visit http://st.hotrod.com/uploads/sites/21/2017/12/01-1932-ford-highboy-two-door-sedan-triple-crown-of-rodding-poteet-johnson.jpg (the image displays a-okay)
2. Right click -> Save image as
3. Try to open downloaded file (which should be a JPEG)

What is the expected result?
Window opens in Windows Photo Viewer

What happens instead of that?
Windows Photo Viewer says "Windows Photo Viewer can't open this picture because the file appears to be damaged, corrupted, or is too large."

Please provide any additional information below. Attach a screenshot if
possible.

Fun facts:
- Edge works, but downloads the image as a .png instead of a .jpg. I wonder if they do some kind of image conversion before downloading which preserves the file?
- Re-opening the file in Chrome actually works just fine. (See below)

This could easily be a problem in photo viewer instead of Chrome, but the fact that the image doesn't work when downloaded from Chrome, but does when downloaded from Edge, isn't a good UX for Chrome.  If Edge is in fact just re-encoding the image before download, maybe there's something there to be learned?  Or if we're packaging it wrong, maybe that's something we could do better.

Assigning optimistic labels that are probably wrong; please recategorize as appropriate.