Yeah I think you’re right, the placeholder images should be used.
Something else to try - make sure you have jpeg support compiled in to your gd2 module using phpinfo()
I checked mine, and actually I do not have gd2 installed, just gd (and it’s working). My phpinfo() looks like the attached
Click thumbnail to see full-size image