FR 8C – Switch loop

What is the purpose of re-identifying a white conductor as an ungrounded conductor in a switch loop installation?

What is the primary reason for sending a hot and neutral wire from the panel to the light box first, before running wires down to the switch, in a switch loop configuration as described in the video?