Why Hasn’t AI Made Work Easier?

Reddit r/artificial / 3/23/2026

💬 OpinionSignals & Early TrendsIdeas & Deep Analysis

Key Points

  • The article identifies a recurring pattern where new technology promises to speed up work but ends up increasing busyness and shifting effort toward shallow tasks rather than high-value output.
  • It cites a Wall Street Journal piece and ActivTrak's study of 164,000 workers across more than 1,000 employers tracked for 180 days before and after AI use, which found that time on email, messaging, and chat apps more than doubled while use of business-management tools rose 94%.
  • It notes that time spent on deep, focused work declined by about 9% among AI users, with little change for nonusers, signaling a drift toward routine tasks even as overall pace quickens.
  • The piece argues this could reflect a broader pattern from past tech revolutions and calls for strategies to design AI adoption that supports deep work rather than simply increasing busywork.

Here’s a pattern I’ve observed again and again:

  • A new technology promises to speed up some annoying aspects of our jobs.
  • Everyone gets excited about freeing up more time for deep work and leisure.
  • We end up busier than before without producing more of the high-value output that actually moves the needle.

This happened with the front-office IT revolution, and email, and mobile computing, and once again with video-conferencing.

I’m now starting to fear that we’re beginning to encounter the same thing with AI as well.

My worries were stoked, in part, by a recent article in the Wall Street Journal, titled ​“AI Isn’t Lightening Workloads. It’s Making Them More Intense.”​

The piece cites new research from the software company ActivTrak, which analyzed the digital activity of 164,000 workers across more than 1,000 employers. What makes the study notable is its methodology: it tracked individual AI users for 180 days before and after they began using these tools, providing clear insight into what changed. The results?

“ActivTrak found AI intensified activity across nearly every category: The time they spent on email, messaging and chat apps more than doubled, while their use of business-management tools, such as human-resources or accounting software, rose 94%.“

The one category where activity was not intensified, however, was deep work:

“[T]he amount of time AI users devoted to focused, uninterrupted work—the kind of concentration often required for figuring out complex problems, writing formulas, creating and strategizing—fell 9%, compared with nearly no change for nonusers.”

This is a worst-case scenario: you work faster and harder, but mainly on shallow, mentally taxing tasks (because of all the context shifting they require) that only indirectly help the bottom line compared to harder efforts.

More here: https://calnewport.com/why-hasnt-ai-made-work-easier/#more-16813

submitted by /u/AmorFati01
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