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cURL's Bug Bounty Program Shut Down by AI-Generated ‘Slop’

vulnerability reward program AI-generated reports cURL bug bounty security AI Open Source
January 22, 2026
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Article Summary

The cURL project, a foundational networking tool used by admins, researchers, and security professionals, is shutting down its vulnerability reward program due to a surge in low-quality reports largely produced by artificial intelligence. Founder Daniel Stenberg cited the 'AI slop' as overwhelming the team and impacting their ability to maintain the tool's security. The issue stems from users submitting bogus reports, often generated by AI language models, which are indistinguishable from legitimate vulnerabilities. This has created a significant drain on the team's resources and their mental health. cURL's reliance on external bug reports is now threatened, mirroring similar challenges faced by other software makers. The situation underscores the potential for AI to be weaponized for malicious purposes, creating a flood of false leads and diverting attention from genuine security concerns. The project's initial embrace of AI-assisted bug reports demonstrates a nuanced approach, but the scale of the problem has forced a difficult decision. Stenberg’s response, including publicly ridiculing report submitters, reflects the frustration and resource constraints faced by open-source security teams.

Key Points

  • cURL’s vulnerability reward program is ending due to an excessive volume of low-quality, AI-generated reports.
  • The influx of AI-generated ‘slop’ is overwhelming the small cURL development team and hindering their ability to maintain the tool's security.
  • This situation highlights a broader challenge for security programs dealing with the increasing use of AI tools for malicious purposes.

Why It Matters

This news is significant because it represents an early warning sign of the challenges posed by AI to traditional security ecosystems. As AI tools become more accessible and sophisticated, they can be exploited to generate vast quantities of misleading reports, diverting resources and potentially compromising the effectiveness of bug bounty programs. This situation impacts not just cURL, but the entire landscape of open-source security, potentially forcing organizations to rethink their reliance on external vulnerability reporting and invest in more sophisticated methods of triage and validation. The issue reveals a critical shift in the adversarial landscape, demanding new approaches to identify and mitigate the risks presented by AI-driven attacks.

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