The Real Question Isn’t Whether Employees Use AI. It’s How They Use It.
September 22, 2026 · Keith Pasley
There’s something about the way we talk about AI at work that I think needs to change.
If someone uses AI to finish a task in one hour that used to take four, did they cheat?
I don’t think so.
We use technology every day to make work easier and faster. Spreadsheets replaced a lot of manual calculations. Search engines changed how we research. Automation eliminated repetitive work.
AI is another productivity tool.
I use AI to research, organize information, challenge my thinking, work through ideas and get to a starting point faster.
But that doesn’t mean I hand my judgment over to AI.
That’s the distinction that matters.
If you use AI to create something, you still own the result.
You should understand what you’re presenting.
You should check whether it’s accurate.
You should know what information you’re putting into the tool.
You should follow your company’s policies.
And you shouldn’t pretend you did something yourself when disclosure actually matters.
That’s responsible AI use.
I also think companies need to be careful about sending mixed messages.
You can’t tell employees that AI is going to transform productivity, give them AI tools, and then create a culture where people are afraid to admit they used them.
That just pushes AI use underground.
The question managers ask shouldn’t simply be:
Did you use AI?
I think the better question is:
How did you use AI, and are you accountable for the result?
If someone can use AI responsibly to turn four hours of work into one hour while maintaining or improving the quality, that should be a productivity gain.
The value isn’t in how long someone spent doing the work.
It’s in the quality of the result, the judgment behind it and what that person can now do with the time they got back.
Using AI responsibly isn’t cheating.
Knowing how to use it well is becoming part of being good at your job.
Technology doesn’t create business value. Better decisions do.