Jason Yuan about his concept:
Mercury rejects the Desktop Metaphor and App Ecosystems as fundamentally inhumane. Inspired by Jef Raskin’s principles, Mercury seeks to deliver a more humane take on human-computer interaction.
The concept feels much like mindset you adopt when using command line interfaces.