LibraryScenariosWhy AI usage metrics ignore actual efficiency
Scenario

Why AI usage metrics ignore actual efficiency

I spend more time explaining to the AI what I need than it would take to just do it but my boss measures how much we use the AI tools.

Laozi
Online
The coach is replying

More people experience this than they realize.

What we've seen

They are caught between appearing innovative through tool adoption and maintaining real productivity through traditional methods.

Ideas that help explain it
Worth thinking about

“Where Are You with AI and work — honest assessment?”

If this sounds familiar, the Library can help you find the bigger picture.