#Knowledge Work

In one season, four major labs shipped the same idea: an agent that does real work inside your files and tools. Some of us have been working this way for months. Now it is arriving for everyone, and it changes both the tasks you repeat and the problems you solve once.

The classic productivity advice says focus always beats multitasking. But when AI handles the cognitive heavy lifting, the nature of knowledge work itself is changing. The real question isn't focus or multitask. It's what are you focusing on.