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AI & Machine Learning

Expert contributors flee online communities due to AI adoption

WireByte Staff · July 12, 2026

A University of Auckland study finds a 76% decline in Stack Overflow questions since ChatGPT's 2022 launch, as top contributors feel their expertise is undervalued by AI tools. This trend threatens to spread beyond coding communities, impacting classrooms, workplaces, and scientific research.

Key points

  • A University of Auckland study attributes a 76% decline in Stack Overflow questions since 2022 to AI adoption, citing undervalued expertise among top contributors.
  • Experts feel their efforts are no longer valued as AI tools offer faster solutions, potentially accelerating their exit from online communities.
  • The trend threatens to spill over into other areas, including classrooms, corporate workplaces, and scientific communities.
  • Stack Overflow's decline is seen as a broader problem, linked to hubris and heavy-handed moderation among contributors and moderators.

A recent study by the University of Auckland has shed light on a concerning trend in the software community: the exodus of top contributors from online platforms like Stack Overflow. The study found a staggering 76% decline in monthly questions posted on the site since the advent of ChatGPT in 2022. This decline is not limited to new users; existing users are also abandoning the site, indicating a broader problem.

The reason behind this trend is multifaceted, but a key factor is the increasing adoption of AI tools. These tools, trained on user feedback, offer faster solutions to problems, making top contributors feel their expertise is no longer valued. This sense of undervaluation is further exacerbated by the perception that AI tools are replacing human effort.

The implications of this trend are far-reaching. If top contributors continue to leave online communities, it could have a ripple effect on other areas, including classrooms, corporate workplaces, and scientific research. The loss of expertise and knowledge could hinder innovation and progress in these fields.

Stack Overflow's decline is seen as a symptom of a broader problem, linked to hubris and heavy-handed moderation among contributors and moderators. The site's problems are complex and multifaceted, but addressing the undervaluation of expertise among top contributors is a crucial step in reversing this trend.

Sources

WireByte Staff — Editorial Team

The WireByte editorial team synthesises technology news from multiple primary sources, verifies the facts, and links every source. Articles are produced with AI assistance and reviewed under our editorial policy.