Key trends explored include the expansion of ransomware tactics beyond encryption, supply chain exploitation, cloud account takeovers and advanced phishing. In each case, a real-world case study highlights how threat actors are innovating to evade traditional security defenses, and shows how these attacks can be stopped by an AI technology which learns its surroundings to stop never-before-seen attacks.