A coded sample, not a case count.
FIELD NOTES / HUMAN + MACHINE
Questions in.
Patterns out.
A field guide to AI in the everyday. The work it helps with, the questions it attracts, and the patterns left behind.
Reviewed sample, not all-time usage
From finding evidence to making sense of it.
Different questions. Recurring jobs.
Names, quotes, photos or individual records published.
01 / THE SHAPE OF THE WORK
Where the questions land.
The workflow mix
One primary workflow per reviewed message.
Tap a label to spotlight a workflow. Shares always use the full sample.
The job behind the question
What the person was asking AI to do.
Read exact chart values
02 / WHAT STANDS OUT
There’s a pattern to this.
Activity isn’t accuracy.
These charts describe the questions being asked. They do not tell us whether the answers were right, how many people were helped, or how much time was saved. Human judgement stays in the loop.