Are We Having the Wrong AI Dreams?

**Are We Having the Wrong AI Dreams?**

(This opinion piece by JetBrains’ Team Lead in AI Development Experience reflects on key takeaways from NeurIPS 2025, a major AI research conference. It explains why these insights matter and considers related signals emerging from other recent research.) Mass layoffs, robots taking control of the planet, a post-truth world. Which of these comes to mind first when we talk about the disruptive innovation AI brings. In her NeurIPS talk, “Are We Having the Wrong Nightmares About AI?”, Zeynep Tufekci argues that societies systematically misread the impact of major technological transformations in their early stages. We prepare for risks we already understand, like generals organizing for the previous war, while missing the challenges that actually matter...

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