Jagatud heli

The cost of discovering software vulnerabilities just dropped to near zero. The cost of fixing them did not. That gap is about to break things. If you are a defender, a vulnerability manager, a SOC analyst, or a CISO, what follows should fundamentally change how you think about the next 12 months. AI-driven vulnerability discovery has crossed a threshold, and the systems we have built around patching cadence, risk acceptance, and remediation workflows are not ready for what is coming.