The Silent Coder: How AI is Learning to Fix Security Flaws Before They Happen

Data breaches are now common, with major companies suffering compromises from small software flaws. For years, cybersecurity has followed a reactive cycle: developers write code, hackers find flaws, and teams scramble to patch them. This approach has been accepted as inevitable. But imagine software that fixes itself—intelligently detecting, understanding, and repairing vulnerabilities before humans notice. …