In the high-stakes world of cybersecurity, ethical hacking has long been the frontline defense against sophisticated adversaries. Traditionally, penetration testers, white hats, rely on manual reconnaissance, vulnerability scanning, and exploit development to uncover weaknesses before malicious actors do. But as of 2025, artificial intelligence (AI) is reshaping this landscape at…