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What your staff learned over Christmas

Several of your colleagues used AI properly for the first time over the holidays, at home, for something personal. That is an asset and it has a two-week shelf life.

Over any long break, some of your people try these tools for the first time without work pressure — planning a trip, writing something for a club, helping a child with homework. They come back in January with a much better sense of what the tools do.

In most companies nobody asks, and that understanding quietly dissipates by February.

Why the holiday version teaches more than the work version

Because there is no fear of getting it wrong. At work, a first attempt that produces a poor result is embarrassing and usually unreported — the third cause from the 14 August post. At home, a bad answer is simply a bad answer, and people keep going until they work out how to ask properly.

That persistence is exactly what does not happen in the office, and it is where the skill actually forms.

The twenty-minute meeting worth holding this month

Ask, with no agenda and nothing recorded: did anyone try one of these things over the break? What for?

You will get two or three honest answers, and at least one will be a use nobody in the company had considered. In our experience it is usually from someone in an administrative or operational role rather than a technical one.

What to do with the answers

Pick the one that maps onto a real internal task and hand it to the person who mentioned it. They already know how to do it, they proved that at home, and they will not need training.

That is a considerably better route to a first internal use than a supplier demonstration, and it costs nothing.

The one thing to say in that meeting

Where the line is. People who have been using a consumer tool at home will otherwise assume the same rules apply at work, and the concrete examples from the 11 August paragraph are what stop that assumption.

Enthusiasm plus a clear boundary is the combination you want in January. Enthusiasm alone is how shadow use starts.

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