“Looks like you’re writing a letter. Do you need help?” Generations of Windows users will cringe at this sentence. Clippy, the self-proclaimed paperclip-shaped office assistant, was a prime example of well-intentioned technology that no one wanted because it was simply useless. Clippy was never able to help, just annoyed. When Microsoft finally abolished it in 2007, the world breathed a sigh of relief.
20 years after Clippy: history repeats itself
Now, almost twenty years later, history appears to be repeating itself on a larger scale. Microsoft is rolling back its Copilot integration in Windows 11, removing AI functions from Notepad, screenshot tools and other apps. What looks like a retreat is actually an overdue process of maturation. And it directly affects you as an HR manager.
Because while you are supposed to drive digital transformation forward, you are sometimes struggling with the consequences yourself. A current study by the Boston Consulting Group documents the phenomenon of “AI brain fry” – cognitive exhaustion caused by constant AI interaction. According to the study, HR departments are particularly at risk. The symptoms: headaches, brain fog, slower decision-making.
Digital stress in its purest form: too many tools, too little effect
In the morning the recruiting tool, at lunchtime the performance management platform, in the afternoon the AI chatbot for employee experience – and in between the constant question: Is what the AI spat out actually true? At the moment this is not a productivity gain, it is digital stress in its purest form.
Microsoft’s change of course should give you back. The new function, which proactively sends Copilot users advice to take a break, is an admission: Even the largest tech company in the world has understood that sometimes less is more.
That doesn’t mean that AI won’t prevail. On the contrary: the world of work will change massively, and HR is at the center of this transformation. But the balls slowly roll into the right row. The motto is not more AI tools, but the right ones.
Now is your chance to learn from Microsoft’s learning process. This means specifically:
AI tools in everyday HR: sometimes less is more
Stop tool proliferation. The study shows: When three or more AI tools are used in parallel, productivity turns into overload. Consolidation is not weakness, but strategic wisdom.
Demand integration instead of addition. If your employees have to jump between five different surfaces, you have created an overload problem.
Take your own needs seriously. If HR employees already suffer from “brain fry” at an above-average rate, how is your department supposed to competently support other areas in AI integration?
Make mental health an issue in the age of AI. Headaches and brain fog caused by AI use are not a condition, but a measurably health-threatening reality.
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Then take a look at our dossier on the topic. There we continuously put together current reports, analyses, deep dives and tools for the use of AI in everyday HR for you.
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Clippy wasn’t abolished because digital assistants had no future. He was abolished because he did not help with the work. Today’s generation of AI tools will be more successful.
Maybe in ten years we will look back on this moment and realize: It was the moment when successful HR work no longer meant following every trend, but rather choosing the right trends at the right time. And to protect employees – including your own department – not just to digitize them.

Rebecca Scheibel is the online editorial director and responsible for the digital channels of human resources.











