AI is set to completely transform cybersecurity – here’s how researchers should prepare0

• SCIENCE, Science / Health, Science Mission Directorate, scientists, Space, Space Communications & Navigation Program, Space Launch System (SLS), Space Telescope, space-x-ipo, SpaceX
• July 17, 2026

For much of my computer science career, I viewed software vulnerability detection as a craft. The best researchers combine technical skill with intuition: the ability to know whether a software bug was a minor bug or a sign of a more serious vulnerability. For decades, machines found bugs and humans decided which ones mattered. Now,