Management Migrates, It Doesn't Die
How AI Moves Management From Org Charts to System Architectures; Understanding AI’s Asymmetric Transformation of Work, and a Playbook for Crossing Over
I. Introduction - The Asymmetric Transformation
The popular narrative about artificial intelligence and work is seductively simple: AI eliminates jobs. Roles that can be automated will be automated, and the humans who held them will need to find something else to do. This framing dominates policy debates, corporate strategy decks, and anxious dinner-tabl…




