Every previous labour revolution automated muscle. AI is the first to automate cognition at scale — reading, writing, summarising, deciding, replying.
This piece introduces a framework for classifying UK roles by cognitive exposure: which tasks AI replaces fastest, which it augments, and which remain stubbornly human.
If your business runs on knowledge work, this is the lens you need.