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Gary Marcus says AI fatigue could hit coders but other jobs may be spared — and even become more fun

AI fatigue won’t hit everyone the same way, AI researcher Gary Marcus said.

“In some domains, AI might actually make a person’s job more fun,” Marcus told Business Insider.

Software engineers are increasingly discussing how AI is draining them. Siddhant Khare, who builds AI tools, recently wrote about how he’s experiencing AI fatigue.

“If someone who builds agent infrastructure full-time can burn out on AI, it can happen to anyone,” Khare wrote.

Marcus said that not all industries are set to be disrupted in the same way AI has upended programming and engineering.

“If somebody needs to do some artistic work and they don’t really have artistic talent, it might be fun to get the system to make them feel like they have a superpower,” he said.

However, Marcus said he isn’t surprised that programmers are beginning to feel fatigued.

“Some people in coding, in particular, probably feel like constant pressure, and now they feel like what they’re doing is debugging somebody else’s code, instead of writing code,” he said. “Debugging somebody else’s code is not particularly fun.”

The feeling Marcus described echoed what Khare told Business Insider when asked to expand on his AI fatigue.

“We used to call it an engineer, now it is like a reviewer,” Khare said. “Every time it feels like you are a judge at an assembly line and that assembly line is never-ending.”

Steve Yegge, a veteran engineer, said companies should limit employees’ time spent on AI-assisted work to 3 hours. He said AI has “a vampiric effect.”

“I seriously think founders and company leaders and engineering leaders at all levels, all the way down to line managers, have to be aware of this and realize that you might only get three productive hours out of a person who’s vibe coding at max speed,” Yegge told The “Pragmatic Engineer” newsletter/podcast. “So, do you let them work for three hours a day? The answer is yes, or your company’s going to break.”




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Are you feeling AI fatigue at work? We want to hear from you

  • Software engineers have voiced burnout concerns in a world of vibe coding and frequent model launches.
  • Engineers say AI is making them more productive, but ultimately draining them.
  • Do you use AI tools at work and feel AI fatigue? Take our survey.

Software engineers are in the AI hot seat — and they’re feeling it.

Are you?

Facing pressures to keep their edge and avoid layoffs, software engineers are leaning into AI coding tools to help them do more, faster. But programmers have recently sounded the alarm that the productivity gains that come from AI can come at a mental cost.

Say, hello to AI fatigue.

Siddhant Khare, a software engineer who builds AI tools, recently struck a chord with his post about the topic, which he said “every engineer needs to confront.” He told Business Insider that some days he used to be able to focus on just one task, but now AI is constantly pulling him in different directions.

Steve Yegge, who worked at Amazon in the early days and spent 12 years at Google, said he and his friends have even started to take naps during the day to cope with exhausting AI coding sprints. He said that companies should consider imposing a 3-hour cap on AI-assisted work.

AI fatigue — which is notably different than simply being tired about hearing about AI or being pressured to use it at work — has become a hot topic among software engineers, but it can also show up in other industries.

Do you use AI at work? Take our survey on AI fatigue:




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