Thought I would report this in case anyone else is running into this issue.
If you have 2 cameras with the same name (e.g HD Webcam), workspace will only load video from 1 of the cameras. The other camera shows a black screen.
Fix: I have to change the camera names so that they are different. After that, workspace will load videos from both cameras correctly.