
Cybersecurity experts are witnessing a paradigm shift where the traditional race between patch deployment and exploit execution has reached a velocity that threatens to overwhelm conventional human-led defense mechanisms across the global digital infrastructure. Historically, IT departments had weeks to test and implement security updates before widespread exploitation occurred, but the integration of machine learning into the offensive arsenals of










