GNOME Security Lead: AI Vulnerability Scanning Is Now Non-Negotiable
The Era of Software Quality, or the Era of Ostriches?
Humans are bad at writing secure code, and GNOME developers are no exception. But AI has changed the game: language models can now find vulnerabilities in software with impressive accuracy. In 2026, skipping AI vulnerability scanning is delusional and unfair to users. The flood of AI-generated bug reports has overwhelmed volunteer maintainers, yet banning them is like banning all vulnerability reports. GNOME's CVE count has skyrocketed, and the bug bounty program closed due to the deluge. We must adapt, not stick our heads in the sand.
There is zero hope of maintaining quality software in 2026 without AI vulnerability scanning. Any claims to the contrary are unserious and delusional.