As it turns out, Adobe EULA’s needs to be accepted before the application is able to preview files externally. Some users facing this issue have managed to get it fixed by accessing the LAN Settings and disabling the Automatically detect settings option.
Internet Auto Detect is Enabled – As it turns out, one potential cause with the potential of causing the PDF Preview Handler error is a setting called Internet Auto Detect.