AI is reshaping cyber offense and defense at an unprecedented pace, shrinking attack preparation that once took hackers weeks or months and making threats easier to scale. As a result, companies are facing a more complex and less predictable threat environment, while annual cybersecurity verification is increasingly unable to keep up.